UGA_2019_RIMA_v01_EN_M_v01_A_OCS DDI_UGA_2019_RIMA_acrei_v01_EN_M_v01_A_OCS_FAO Ellestina Jumbe Office of Chief Statistician Nesstar Publisher UGA_2019_RIMA__acrei_v01_EN_M_v01_A_OCS_v01 Resilience Index Measurement and Analysis 2019acrei RIMA 2019acrei UGA_2019_RIMAacrei_v01_EN_M_v01_A_OCS Food and Agricultural Organization of the United Nations Office of the Prime Minister of Uganda Food and Agricultural Organization of the United Nations United Nations Children's Fund World Food Programme Office of the Prime Minister of Uganda Uganda Bureau of Statistics Inter-Governmental Authority on Development United Nations High Commissioner for Refugees Nesstar Publisher European Union Food and Agriculture Organization of the United Nations United Nations Central Emergency Response Fund FAO RIMA Team Other Household Survey [hh/oth] In order to make the progressive Uganda refugees policy successful in the medium- and long-term, the refugees’ response needs to facilitate their inclusion in the country’s development agenda. No longer focusing exclusively on short-term, life-saving interventions, the response should act as a vector for refugees’ integration in the economy; improving the management of land, water, and natural resources; exploiting the socio-economic opportunities associated with the refugees’ presence, skills, and development; and strengthening the hosting districts’ capacity to absorb and manage these resources. The positive impact would affect refugees, host communities, and hosting districts alike, thus moving towards social and economic integration. In August 2017, FAO was asked by the Commissioner for Refugees (Office of the Prime Minister of Uganda, OPM) to support the implementation of a socio-economic analysis within the refugees’ settlements and host communities, with the aim of providing a comprehensive assessment of the current state of the refugees’ food security, well-being and resilience. Although refugees in Uganda are given land and mobility rights, their food security remains low, with a high dependency on food aid. The assumption was that by better understanding refugees’ preferences and livelihoods strategies which determine their resilience, it would be possible to unlock the development potential of the land, increase productivity and help them achieve independence and self-reliance. The Uganda 2019 acrei Resilience Index Measurement and Analysis (RIMA) measures the food security and resilience of refugees and host communities in Northern Uganda. The survey was administered between November and December, 2019. Uganda Regional coverage Households Refugees and host community households (Households living near settlements). Sample survey data [ssd] The description of scope for the survey includes: - Socio-demographic characteristics of households; - Food security, including a detailed food consumption module, and well-being; - Shocks, assistance, perceived resilience capacity, coping strategies and aspirations; - Access to basic services; - Employment; - Agricultural and livestock production, comprising questions regarding the land which a household owns or over which it has user rights. The 2019 survey responds to a different objective. Indeed this is a baseline survey for the ACREI project covering both beneficiaries and control households in host and refugee. The total sample size is 2,497. Computer Assisted Personal Interview [capi] Section A: Household details Section B: Household Demographics Section C: Household Assets Assessment Section D: Household access to services Section E: Household expenditure and loans Section F(1): Household Crop production details Section F(2): Household vegetable production details Section F(3): Tree-based production for the last year (January 2019 – December 2019) Section N: Livestock and fishing Section G(1): Food consumption patterns Section G(2): Coping Strategies Section H: Participation in Social Networks, Training and Enterprises Section H6. Household enterprise Section W: Household Member Employment Section X: Assistance and transfers Section S: Social cohesion Section J: Shocks and hazards Section I: Adoption of new technologies, improved farming practices & climate adaptation practices Section K: Weather and climate change Section L: Climate change None The data were collected through computer-assisted personal interviewing (CAPI) with digital tablets. The use of electronic devices reduces the duration of interviews, limits errors during the interview and data entry phases, and enables the collection of geographic information system (GIS) information at the household level. The data were transmitted daily through Kobo Toolbox, a suite of software tools for data collection in challenging environments, allowing for the use of remote data control protocols. The users shall not take any action with the purpose of identifying any individual entity (i.e. person, household, enterprise, etc.) in the micro dataset(s). If such a disclosure is made inadvertently, no use will be made of the information, and it will be reported immediately to FAO FAO. Resilience Index Measurement and Analysis (RIMA), Uganda, 2019. Dataset downloaded from https://microdata.fao.org. The user of the data acknowledges that the original collector of the data, the authorized distributor of the data, and the relevant funding agency bear no responsibility for use of the data or for interpretations or inferences based upon such uses anon_module_a.NSDstat 2868 10 Nesstar 200801 anon_module_b.NSDstat 14511 16 Nesstar 200801 anon_module_c.NSDstat 2868 65 Nesstar 200801 anon_module_d.NSDstat 2868 23 Nesstar 200801 anon_module_e.NSDstat 2868 100 Nesstar 200801 anon_module_f.NSDstat 4993 10 Nesstar 200801 anon_module_f1.NSDstat 2821 10 Nesstar 200801 anon_module_f2.NSDstat 5565 8 Nesstar 200801 anon_module_f4.NSDstat 3667 37 Nesstar 200801 anon_module_g.NSDstat 2868 70 Nesstar 200801 anon_module_h.NSDstat 2868 34 Nesstar 200801 anon_module_i.NSDstat 2868 45 Nesstar 200801 anon_module_j.NSDstat 2868 34 Nesstar 200801 anon_module_k.NSDstat 2868 148 Nesstar 200801 anon_module_l.NSDstat 14510 11 Nesstar 200801 anon_module_lx.NSDstat 2868 53 Nesstar 200801 unique HH panel ID 2868 0 3000001 3002868 3001434.5 828.064 Country 2865 0 Ethiopia 1 Uganda 2864 District 2867 0 Arua 400 Isingiro 710 Kikuube 300 Kyegegwa 382 Lamwo 330 Moyo 375 Ssembabule 370 County 2685 0 Buhaguzi 72 Bukanga 405 Bukanga. 4 Isingiro 7 Isingiro North 127 Isingiro South 41 Isingiro north 45 Isingiro south 48 Isingiro town council 1 Itula 4 Kyaka 51 Kyaka South 148 Kyaka south 156 Lamwo 323 Lwemiyaga 98 Mawogola 2 Mawogola North 95 Mawogola South 86 Mawogola north 4 Mawogola south 37 Moyo 215 Nakasenyi 7 Obongi 72 Terego 8 1 Terego East 366 Terego east 4 buhaguzi 204 harubale 4 lamwo 2 moyo 42 obonga 2 obongi 4 Dummy if the HH lives in the host communities 2867 1 0 1 0 No 1347 1 Yes 1520 Sysmiss 1 Settlement 1347 Kyaka II settlement 214 Kyangwali settlement 151 Nakivale settlement 333 Omugo/Rhino Extension Settlement 230 Palabek settlement 191 Palorinya settlement 227 Settlement1 1 Respondent gender 2867 1 1 2 1 Male 1072 2 Female 1795 Sysmiss 1 Main livelihood of household 2867 1 1 7 1 Pastoralist 36 2 Agro-pastoralist 334 3 Riverine 1 4 Fishing 26 5 Urban/Petty trade/Formal employment 100 6 Other 602 7 Crop Farmer 1768 Sysmiss 1 Main livelihood (other) 602 0 2561229 1 A butcher 1 Aid from NGOs 1 Aid from international agencies 1 Assistance 3 1 Assistance from NGO's 1 Assistance from NGOs 2 Assistance from WFP 1 Bar attendant 1 Begging from neighbours and friend 1 Bicycle mechanic 1 Boda rider 2 Bodaboda 2 Brewing 1 Brewing Alcohol 1 Brick laying 1 Builder 4 Business 4 Business in fish selling 1 Business of hotel 1 Bussiness 2 Carpenter 2 Casual Employment 1 Casual Labour 8 Casual Labourer( digging) 1 Casual Labourer(digging) 1 Casual employment 10 Casual labor 2 Casual labour 30 Casual labour work 1 Casual labourer 17 Casual labourers 2 Casual work 13 Casual work like digging toilets 1 Casual worker 1 Cattle rearing 1 Causal employment 2 Causal labor 2 Causal labour 1 Causal lobour 1 Causal work 11 Causual labour 1 Causual labourer 1 Construction 3 1 Depend of food assistance 1 Depend on food assistance 1 Depend on food ratios. 2 Depend on ratios given to refugees. 1 Dependant on aid 2 Dependent on aid 16 Dependent. 1 Depends on food assistance 3 Depends on food ratios. 1 Depends on refugees assistance 1 Depends on remittance 1 Digging 1 Does not do anything 1 Doesn't do any activity 1 Doesn't do anything for living only depends on what they are being given. 1 Doesn't do anything just wait for food they are being given. 1 Doesnot do anything 1 Doing nothing. 1 Elderly so does nothing 1 Fetching water 1 Firewood dealer 1 Firewood seller 3 Fish selling 1 Food assistance 1 Food Assistance 11 Food assistance 35 Food remitances 1 Formal 2 Formal Remittance 19 Formal remitancies 1 Formal remittance 3 Formal remittance and casual labour 1 Formal remittances 1 Has a small business 2 Home Brewery 1 Home Brewing 1 Home brewing 3 Hotel business 1 Livestock farming for ducks 1 Local brew 1 1 Making crafts 1 Manicures and Pedicures 1 Mechanic 2 Na 1 Ngo dependant 1 No job yet 1 No livelihood sources 1 None 57 None just arrived last week 1 Not applicable 1 Not doing anything 1 Nothing 3 Operating a business 1 Petty trade 1 Pork Butcher 1 Poultry farmer rearing ducks 1 Quarrying 1 ReIief 1 Receive support from UN agencies. 1 Receives help from husband 1 Receives support from her husband back in there country 1 Relief 24 Remitances from UN 1 Remitancies 1 Remittance 24 Remittance from UN 1 Remittances 33 Remittances from world food programme 1 Remittancies 21 Remmittance 1 Remmittances 3 Restaurant 1 Sand mining 1 Selling Timer 1 Selling food ratios 1 Selling of the food items in the market. 1 Selling pork 1 She lives on formal remittance 1 Shop 2 Student 1 Studying 1 Support from WFP 2 Support fron the UN agencies 1 Tailor 2 Tailoring 1 1 The household doesn't do anything for livehood only depends on food from UN. 1 Toiler 1 UN remitances 2 UN support 1 abuilder of houses 1 aid dependant 19 aid dependent 3 assistance 4 assistance from ngo 2 business 3 carpentry 1 dependant on aid 23 dependent aid 3 dependent from aid 1 dependent on aid 42 firewood seller 1 fish business 1 food aid 3 food dependant 1 selling of fish 1 selling of home brewing or alcohol 1 selling of osobi or eboo 1 number of household members 2849 19 1 15 5.004 2.379 1 158 2 264 3 399 4 466 5 437 6 408 7 301 8 185 9 105 10 73 11 33 12 14 13 2 14 2 15 2 Sysmiss 19 unique HH panel ID 14511 0 3000001 3002868 3001403.605 815.015 relationship to household head 14479 32 1 13 1 Household head 2859 2 Wife/Husband 1817 3 Son/daughter 7849 4 Son/daughter-in-law 122 5 Father/mother 61 6 Father/mother-in-law 17 7 Sister/Brother 318 8 Sister/Brother-in-law 86 9 Grandchild 944 10 Grandparent 33 11 Niece/Nephew 284 12 Cousin 25 13 Other 64 Sysmiss 32 relationship to household head (other) 41 0 Casual labour 1 Casual labourer 2 Cattle keeper 1 Employee 5 House help 3 House helper 1 In law 4 Maid 1 Mother 2 Not related 4 Not related to the family but being supported in turns of her education. 1 Step daughter 2 Step mother 1 Step son 3 Uncle 2 Worker 3 foster child 1 friend 1 neighbor is child from south sudan 1 no blood relation 1 uncle 1 Age of HH member 14279 0 (10-15] 2104 (15-20] 1439 (20-25] 981 (25-30] 862 (30-35] 755 (35-40] 593 (40-45] 469 (45-50] 341 (5-10] 2467 (50-55] 260 (55-60] 214 (60-65] 134 (65-70] 109 (70-75] 75 (75-80] 45 (80-85] 22 (85-90] 13 90+ 10 [0-5] 3386 gender of HH member 14511 0 1 2 1 Male 7094 2 Female 7417 marital status of HH member 7262 7249 1 3 1 Married 3808 2 No longer married 1061 3 Unmarried 2393 Sysmiss 7249 Highest grade of HH member 13258 1253 0 6 0 Never been to school 4036 1 Primary school 7621 2 Secondary school 1435 3 Tertiary school 0 4 University 0 5 Tertiary School incomplete 119 6 Tertiary School Complete 47 Sysmiss 1253 years HH member has attended formal school 12504 2007 0 18 3.309 3.433 0 4060 1 1160 2 1008 3 1018 4 1070 5 1048 6 972 7 777 8 289 9 263 10 222 11 338 12 75 13 131 14 16 15 26 16 17 17 5 18 9 Sysmiss 2007 can HH member read 13258 1253 0 1 0 No 7354 1 Yes 5904 Sysmiss 1253 can HH member write 13258 1253 0 1 0 No 7247 1 Yes 6011 Sysmiss 1253 is HH member chronically ill? 13258 1253 0 1 0 No 12596 1 Yes 662 Sysmiss 1253 what is HH member's disability status? 13258 1253 1 2 1 Fully able 12779 2 Has some disability 479 Sysmiss 1253 what is HH members main economic activity? 8648 5863 0 13 0 None 3255 1 Farming 3646 2 Vegetable Gardening 72 3 Livestock rearing 35 4 Poultry keeping 6 5 Fishing 48 6 Pension 2 7 Remittance 490 8 Formal Employment 101 9 Business 175 10 Casual employment 428 11 Cross border trading 5 12 Other (Specify) 279 13 Petty Trade 106 Sysmiss 5863 what is HH members main economic activity?(other) 279 0 Army 1 Bar 1 Barber 1 Bicycle Mechanic 1 Bicycle mechanic 1 Blick laying 2 Boat pilot business 1 Boda 1 Boda boda 5 Boda boda cyclist 1 Boda rider 4 Bodaboda 2 Bodaboda business 4 Bodaboda cyclist 1 Bodaboda operator 1 Bodaboda rider 1 Bodarider 1 Brewery 1 Brewing 7 Brewing Alcohol 1 Brick laying 2 Builder 4 Builder and Shoe hawker 1 Building helper 1 Bussiness 2 Butcher 1 Butchery 1 Buys and sales pigs 1 Buys and sells pigs 1 Carpenter 1 Carpentrty business 1 Carpentry 4 Casual Labour 13 Casual Labourer 1 Casual Labourer(digging) 2 Casual labourer 3 Clinic 1 Construction 2 Construction on contacts 1 Craft making 1 Depends on food assistace 1 Engineer 1 Firewood seller 3 Fish business 1 Fish seller 3 Food assistance 1 Hair dresser 1 Has a salon 1 Has a small business 1 He is aboda boda rider 1 He makes bricks for sell. 1 Home brewery 3 Home brewing 2 House Maid 1 House boy 1 House girl 1 Housework 1 Makes bricks 1 Making marts, and living baskets 1 Mechanic 4 Mechanical Engineer 2 Milk seller 1 None 2 Pastor 2 Receives from her husband back in Sudan 1 Remittances 1 Repair motorcycle 2 Saloon 1 Sand mining 1 Security guard 1 Selling and slaughtering pigs 1 Selling dry grass 1 Selling firewood 1 Selling food ratios 1 Selling of osobi 1 Shop Attendant 1 Slaughtering and selling pigs 1 Std 17 Stone Quaring 1 Stone quarrey 1 Stone quarry 1 Stone quarrying 1 Student 62 Taillaring 1 Tailor business 1 Tailoring 6 Tailoring, hair dressing 1 Tomatoe Seller 1 Too old doesn't do any economic activities 1 Transports people on water 1 Truck Driver 1 Truck driver 1 UN assistance 1 Water Fetching 1 alcohol brewing 1 bar 1 brewery 1 bricket seller 1 building houses 1 business 1 carpentry 1 casual labour 11 charcoal burning 1 construction sector 1 dependent on aid 14 fireeood saler 1 firewood seller 1 fish seller 1 food aid 2 home brewery 3 mechanics 1 relying on external support in form of relief 1 sand seller 1 tailoring 1 transport 1 does HH member have a phone? 9003 5508 0 1 0 No 6375 1 Yes 2628 Sysmiss 5508 what type of phone does HH member have? 2628 11883 1 3 1 Smart Phone 146 2 Feature Phone 2481 3 Not applicable 1 Sysmiss 11883 unique HH panel ID 2868 0 3000001 3002868 3001434.5 828.064 number of hoes owned 2867 1 0 15 2.062 1.942 0 460 1 936 2 653 3 332 4 192 5 121 6 67 7 38 8 33 9 9 10 18 11 1 12 2 13 1 14 1 15 3 Sysmiss 1 who makes decision on usage of hoe? 2407 Both (Household head and spouse) 11 Female children 3 Female household head (Woman heading the household) 259 Jointly by male(s) and female(s) within the household 1 Jointly male and female children 2 Male children 4 Male household head (Male heading the household) 2123 Other female(s) outside the household 1 Other female(s) within the household 2 Other male(s) outside the household 1 number of axe owned 2867 1 0 4 0.325 0.525 0 2002 1 811 2 45 3 6 4 3 Sysmiss 1 who makes decision on usage of axe? 865 Both (Household head and spouse) 3 Female children 1 Female household head (Woman heading the household) 126 Jointly male and female children 1 Male children 3 Male household head (Male heading the household) 729 Other female(s) within the household 2 number of spraying machine owned 2867 1 0 5 0.0757 0.299 0 2670 1 182 2 12 3 2 5 1 Sysmiss 1 who makes decision on usage of spraying machine? 197 Both (Household head and spouse) 1 Female children 1 Female household head (Woman heading the household) 23 Male household head (Male heading the household) 172 number of shovel owned 2867 1 0 4 0.0652 0.307 0 2713 1 132 2 15 3 3 4 4 Sysmiss 1 who makes decision on usage of shovel? 154 Both (Household head and spouse) 2 Female household head (Woman heading the household) 22 Male children 2 Male household head (Male heading the household) 127 Other female(s) within the household 1 number of pick-axe owned 2867 1 0 10 0.0844 0.384 0 2668 1 174 2 19 3 3 4 1 7 1 10 1 Sysmiss 1 who makes decision on usage of pick-axe? 199 Both (Household head and spouse) 1 Female household head (Woman heading the household) 15 Male household head (Male heading the household) 183 number of sickle owned 2867 1 0 6 0.226 0.533 0 2323 1 473 2 51 3 13 4 2 5 4 6 1 Sysmiss 1 who makes decision on usage of sickle? 544 Both (Household head and spouse) 2 Female children 1 Female household head (Woman heading the household) 88 Male children 3 Male household head (Male heading the household) 450 number of rake owned 2867 1 0 5 0.0534 0.263 0 2732 1 122 2 11 4 1 5 1 Sysmiss 1 who makes decision on usage of rake? 135 Both (Household head and spouse) 1 Female children 1 Female household head (Woman heading the household) 11 Male children 1 Male household head (Male heading the household) 119 Other female(s) outside the household 1 Other female(s) within the household 1 number of cart owned 2867 1 0 8 0.00349 0.154 0 2865 2 1 8 1 Sysmiss 1 who makes decision on usage of cart? 2 Male household head (Male heading the household) 2 number of tractor owned 2867 1 0 1 0 No 2865 1 Yes 2 Sysmiss 1 who makes decision on usage of tractor? 2 Male household head (Male heading the household) 2 number of conventional yoke owned 2867 1 0 8 0.0195 0.205 0 2823 1 38 2 5 8 1 Sysmiss 1 who makes decision on usage of conventional yoke? 44 Both (Household head and spouse) 1 Female household head (Woman heading the household) 6 Male household head (Male heading the household) 37 number of ox plough owned 2867 1 0 2 0.0188 0.148 0 2818 1 44 2 5 Sysmiss 1 who makes decision on usage of ox plough? 49 Both (Household head and spouse) 1 Female household head (Woman heading the household) 9 Male household head (Male heading the household) 39 number of wheelbarrow owned 2867 1 0 8 0.0492 0.28 0 2747 1 107 2 11 4 1 8 1 Sysmiss 1 who makes decision on usage of wheelbarrow? 120 Both (Household head and spouse) 2 Female household head (Woman heading the household) 11 Male household head (Male heading the household) 107 number of panga/slasher owned 2867 1 0 8 0.932 0.857 0 852 1 1534 2 376 3 68 4 21 5 6 6 5 7 3 8 2 Sysmiss 1 who makes decision on usage of panga/slasher? 2015 Both (Household head and spouse) 10 Female children 3 Female household head (Woman heading the household) 196 Jointly by male(s) and female(s) within the household 1 Jointly male and female children 1 Male children 5 Male household head (Male heading the household) 1795 Other female(s) outside the household 1 Other female(s) within the household 2 Other male(s) outside the household 1 number of water pumps owned 2867 1 0 1 0 No 2848 1 Yes 19 Sysmiss 1 who makes decision on usage of water pumps? 19 Female household head (Woman heading the household) 3 Male household head (Male heading the household) 15 Other female(s) outside the household 1 number of cell phone owned 2867 1 0 7 0.906 0.945 0 1122 1 1107 2 487 3 110 4 24 5 14 6 1 7 2 Sysmiss 1 number of radio owned 2867 1 0 5 0.341 0.511 0 1934 1 894 2 36 3 2 5 1 Sysmiss 1 who makes decision on usage of radio? 933 Both (Household head and spouse) 14 Female children 2 Female household head (Woman heading the household) 113 Jointly by male(s) and female(s) within the household 1 Jointly male and female children 1 Male children 6 Male household head (Male heading the household) 794 Other female(s) outside the household 1 Other female(s) within the household 1 number of car owned 2867 1 0 2 0.00593 0.0854 0 2852 1 13 2 2 Sysmiss 1 who makes decision on usage of car? 15 Both (Household head and spouse) 1 Female household head (Woman heading the household) 2 Male household head (Male heading the household) 12 number of tv owned 2867 1 0 2 0.038 0.195 0 2760 1 105 2 2 Sysmiss 1 who makes decision on usage of tv? 107 Female household head (Woman heading the household) 12 Male household head (Male heading the household) 95 number of motor cycle owned 2867 1 0 8 0.0917 0.327 0 2617 1 243 2 6 8 1 Sysmiss 1 who makes decision on usage of motor cycle? 250 Both (Household head and spouse) 8 Female children 4 Female household head (Woman heading the household) 34 Male children 2 Male household head (Male heading the household) 201 Other female(s) within the household 1 number of bicycle owned 2867 1 0 2 0.205 0.421 0 2301 1 545 2 21 Sysmiss 1 who makes decision on usage of bicycle? 566 Both (Household head and spouse) 15 Female children 1 Female household head (Woman heading the household) 52 Jointly male and female children 2 Male children 3 Male household head (Male heading the household) 492 Other female(s) within the household 1 number of solar panel owned 2867 1 0 4 0.402 0.574 0 1826 1 945 2 83 3 11 4 2 Sysmiss 1 who makes decision on usage of solar panel? 1041 Both (Household head and spouse) 11 Female children 2 Female household head (Woman heading the household) 117 Jointly male and female children 3 Male children 4 Male household head (Male heading the household) 903 Other male(s) outside the household 1 number of fridge owned 2867 1 0 10 0.00907 0.203 0 2851 1 14 2 1 10 1 Sysmiss 1 who makes decision on usage of fridge? 16 Female household head (Woman heading the household) 2 Male household head (Male heading the household) 14 number of generator owned 2867 1 0 8 0.00384 0.153 0 2863 1 3 8 1 Sysmiss 1 who makes decision on usage of generator? 4 Male household head (Male heading the household) 4 number of cooker owned 2867 1 0 2 0.038 0.207 0 2767 1 91 2 9 Sysmiss 1 who makes decision on usage of cooker? 100 Female household head (Woman heading the household) 15 Male household head (Male heading the household) 85 number of iron box owned 2867 1 0 2 0.135 0.347 0 2485 1 377 2 5 Sysmiss 1 who makes decision on usage of iron box? 382 Both (Household head and spouse) 3 Female children 1 Female household head (Woman heading the household) 81 Male household head (Male heading the household) 297 number of computer owned 2867 1 0 1 0 No 2861 1 Yes 6 Sysmiss 1 who makes decision on usage of computer? 6 Female household head (Woman heading the household) 2 Male household head (Male heading the household) 4 number of tables owned 2867 1 0 9 0.579 0.893 0 1696 1 866 2 203 3 48 4 34 5 16 6 3 9 1 Sysmiss 1 who makes decision on usage of tables? 1171 Both (Household head and spouse) 10 Female household head (Woman heading the household) 195 Jointly by male(s) and female(s) within the household 1 Male children 4 Male household head (Male heading the household) 959 Other female(s) within the household 1 Other male(s) outside the household 1 number of chairs owned 2867 1 0 110000 40.597 2054.331 who makes decision on usage of chairs? 2059 Both (Household head and spouse) 13 Female children 5 Female household head (Woman heading the household) 278 Jointly by male(s) and female(s) within the household 1 Jointly male and female children 4 Male children 5 Male household head (Male heading the household) 1750 Other female(s) within the household 2 Other male(s) outside the household 1 number of bed owned 2867 1 0 10 1.023 1.315 0 1322 1 787 2 401 3 209 4 82 5 31 6 20 7 8 8 6 10 1 Sysmiss 1 who makes decision on usage of bed? 1545 Both (Household head and spouse) 12 Female children 6 Female household head (Woman heading the household) 255 Jointly male and female children 3 Male children 4 Male household head (Male heading the household) 1262 Other female(s) within the household 1 Other male(s) outside the household 1 Other male(s) within the household 1 number of mattress owned 2867 1 0 10 1.46 1.641 0 1082 1 629 2 526 3 319 4 156 5 76 6 40 7 19 8 13 9 4 10 3 Sysmiss 1 who makes decision on usage of matress? 1785 Both (Household head and spouse) 15 Female children 3 Female household head (Woman heading the household) 300 Jointly male and female children 3 Male children 4 Male household head (Male heading the household) 1456 Other female(s) within the household 2 Other male(s) outside the household 1 Other male(s) within the household 1 number of mosquito net owned 2867 1 0 30 1.845 1.842 who makes decision on usage of mosquito net? 2138 Both (Household head and spouse) 13 Female children 4 Female household head (Woman heading the household) 427 Jointly by male(s) and female(s) within the household 1 Jointly male and female children 1 Male children 4 Male household head (Male heading the household) 1683 Other female(s) within the household 2 Other male(s) outside the household 1 Other male(s) within the household 2 total arable land owned 2786 82 0 200 2.232 7.96 total land used for agriculture 2753 115 1e-05 200 1.674 6.853 who makes decision on usage of agricultural land owned? 2824 Both (Household head and spouse) 15 Female children 4 Female household head (Woman heading the household) 254 Jointly by male(s) and female(s) within the household 1 Jointly male and female children 4 Male children 8 Male household head (Male heading the household) 2534 Other female(s) outside the household 1 Other female(s) within the household 2 Other male(s) outside the household 1 unique HH panel ID 2868 0 3000001 3002868 3001434.5 828.064 How far (one way) is this dwelling from primary school 2866 2 0.5 180 32.224 28.234 How far (one way) is this dwelling from secondary school 2742 126 1 360 88.62 62.856 How far (one way) is this dwelling from health facility 2856 12 1 240 41.031 36.808 How far (one way) is this dwelling from hospital 2274 594 1 9999 121.263 217.251 How far (one way) is this dwelling from police station 2839 29 1 500 78.712 58.772 How far (one way) is this dwelling from church 2867 1 0.01 180 16.337 17.551 How far (one way) is this dwelling from petty market 2862 6 0.05 180 19.422 22.654 1564 1304 1 9999 112.687 263.827 How far (one way) is this dwelling from climate information office 453 2415 1 1580 103.645 107.82 How far (one way) is this dwelling from financial services 2772 96 1 259 46.697 50.988 How far (one way) is this dwelling from means of transport 2859 9 0.01 240 15.636 24.041 How far (one way) is this dwelling from local gvt office 2702 166 0.01 240 27.209 37.192 How far (one way) is this dwelling from crop market 2705 163 0.5 400 60.311 57.198 How far (one way) is this dwelling from livestock market 1459 1409 0.1 996 106.006 74.773 Main type of toilet used in the HH 2867 1 1 11 1 Covered pit latrine private 489 2 Covered pit latrine shared 278 3 VIP latrine private 20 4 VIP latrine shared 17 5 Uncovered pit latrine 1801 6 Flush toilet private 3 7 Flush toilet shared 2 8 Bush 140 9 Dig and Bury 85 10 Mobile / portable toilets for refugee settlements 16 11 11 16 Sysmiss 1 Main type of toilet used in the HH(other) 16 2852 1 10 1 Don't have toilet but go to other neighbors uncovered shared 1 2 Hole 3 3 Neighbor's toilet 1 4 Shared pit latrine 1 5 Shared uncovered pit latrine 1 6 Still constructing 1 7 Uncovered pit latrine shared 5 8 Uncovered pitlatrine shared 1 9 Unfinished pit latrine 1 10 Uses the toilet for the son 1 Sysmiss 2852 Main source of drinking water used in the HH 2867 12 182 13 15 Borehole 833 Dam/pond/pan/lake 474 Piped (dwelling) 41 Piped public tap 706 Protected Shallow well 30 Protected spring 102 River/stream 183 Roof rain water 44 Tanker/Truck water 195 Unprotected spring 62 Main source of drinking water used in the HH(other) 14 2854 2 2 1 No water points here. Accept seasonal wells. The community h 0 2 tank 14 Sysmiss 2854 secondary source of drinking water used in the HH 2867 1 1 13 1 Piped (dwelling) 10 2 Piped public tap 279 3 Protected Shallow well 32 4 Borehole 673 5 Protected spring 44 6 Roof rain water 349 7 Unprotected spring 57 8 Tanker/Truck water 88 9 River/stream 592 10 Dam/pond/pan/lake 430 11 11 16 12 12 264 13 13 33 Sysmiss 1 secondary source of drinking water used in the HH(other) 34 2834 2 9 1 Borehole 0 2 lake water drawn from lake albert 2 3 No secondary source of water 2 4 Non 3 5 Non other totally depend on river water 1 6 None 2 7 Swamp 1 8 tank 22 9 Tank 1 10 They bring for them water in case of shortage 0 11 They only use bore hole water 0 Sysmiss 2834 How long it takes to both ways to primary source of water 2866 2 0.25 30000 47.59 560.903 who is responsible for collecting this water in HH 2867 1 1 10 1 Male household head (Male heading the household) 209 2 Female household head (Woman heading the household) 502 3 Both (Household head and spouse) 113 4 Children 615 5 Other male(s) within the household 107 6 Other female(s) within the household 656 7 Jointly by male(s) and female(s) within the household 598 8 Other male(s) outside the household 27 9 Other female(s) outside the household 23 10 Jointly by male(s) and female(s) outside the household 17 Sysmiss 1 unique HH panel ID 2868 0 3000001 3002868 3001434.5 828.064 regular sources of income of household 2867 0 0 106 0 1 2 4 6 7 1 0 13 2 0 6 1 0 7 2 1 646 1 10 229 1 10 11 1 1 10 13 7 1 11 2 1 12 1 1 13 68 1 2 117 1 2 10 29 1 2 13 4 1 2 3 29 1 2 3 10 11 1 2 3 10 12 1 1 2 3 6 2 1 2 3 6 7 10 1 1 2 3 6 8 10 2 1 2 3 7 2 1 2 3 7 13 1 1 2 3 7 8 1 1 2 3 8 2 1 2 4 1 1 2 6 8 1 2 6 10 3 1 2 6 8 10 1 1 2 7 2 1 2 7 10 4 1 2 8 8 1 3 13 1 3 10 10 1 3 6 1 1 3 7 8 1 1 3 8 1 1 4 9 1 4 10 2 1 4 13 4 1 4 7 1 1 6 34 1 6 10 21 1 6 7 5 1 6 7 10 1 1 6 8 1 1 7 73 1 7 10 41 1 7 10 13 1 1 7 13 5 1 7 8 2 1 8 19 1 8 10 2 1 8 13 2 10 92 10 13 3 13 78 2 7 2 10 6 2 13 3 2 3 10 1 2 4 3 2 7 6 3 1 3 10 2 3 4 1 3 6 7 10 1 3 7 2 3 7 10 1 4 24 4 10 1 4 13 3 6 24 6 10 8 6 13 1 6 7 32 6 7 10 11 6 7 10 13 2 6 7 13 13 6 8 2 6 8 10 1 7 664 7 10 233 7 10 13 9 7 12 1 7 13 52 7 8 19 7 8 13 2 8 10 8 10 1 8 13 3 regular sources of income of household(other) 263 0 A shop 1 Agricultural produce trade 1 Alcohol brewing 1 Bar 1 Bar attendant 1 Bar attending 1 Bar business 2 Barber shop 1 Bicycle engineer 1 Bicycle repairing. 1 Blick laying. 1 Boda 4 Boda Boda rider/tranporter 1 Boda boda 2 Boda boda rider 1 Boda boda riding 1 Boda boda transporter 1 Boda riding 1 Bodaboda 1 Bodaboda business 3 Bodaboda cyclist 1 Bodaboda riding 2 Brewing 8 Brewing Alcohol 1 Brick laying 2 Brick laying then later sells. 1 Builder 1 Building 1 Business 11 Business ,foods 1 Business contructor especially for house building and renting them to people 1 Business like selling mandazi 1 Business of selling fuel and phones 1 Business that is fish selling 1 Business wholesale shop 1 Business(shop) and bodaboda business 1 Bussiness 4 Butchery 1 Capentry 1 Carpentry 2 Casual Labour 8 Casual Labour(digging) 1 Casual labour 1 Causial labour 1 Chairman LC1 1 Cobla shoe repair 1 Coffee trading 1 Construction 2 Crafts making 1 Crop trading 1 Cut poles and sell. 1 Cut poles from the bush and sell for construction. 1 Digging other people's gardens 1 Exchange of food ratio 3 Fetching water 1 Fetching water for people in the community 1 Firewood seller 2 Firewood seller;grass seller. 1 Fish business 3 Fish seller 1 Fish selling 2 Fish selling business 1 Fish trade 1 Fish trading 1 Hair dressing 1 Hand craft mat making 1 Her sister sends some help to her 1 Hires out Land to other Farmer 1 Home baking 1 Home brewery and sell of sand 1 Home brewing 4 Home brewing business for alcohol 1 Hotel and boat transport business 1 Hotel business 1 Local council chairperson 1 Makes bricks 1 Making Local brew 1 Making crafts ( mats) 1 Making local brew 3 Making pancakes 1 Mandazi maker 1 On trucks 1 Operating a business 2 Pastor 1 Personal business for bodaboda , and crop selling 1 Petty shop 1 Petty trade 4 Petty trade (shoe business) 1 Petty trade, sold land 1 Petty trader 1 Petty trading 3 Poutry keeping for home consuption 1 Quarrying 1 Rented out land 1 Renting Oxen for ploughing 1 Renting out land 3 Renting out oxen for ploughing in other peoples farms 1 Repairing motorcycles and grinding machines. 1 Reselling relief food 1 Restaurant and selling Chapatti 1 Restraunt 1 Retail shop 2 Riding bodaboda 1 Roadside cooking 1 Saloon 1 Sell of firewood 1 Sell of firewood. 3 Sell of food ratio 2 Sell of food ratios 1 Sell of food ratios. 1 Selling fire wood 1 Selling food rations to others. 1 Selling mandazi 1 Selling of cookies and food items in a small shop 1 Selling of eboo or osobi greens and sisal ropes 1 Selling of food crops in the market 1 Selling of greens 1 Selling part of the food ratios. 1 Selling rations 1 Selling star fish ,tomatoes and ground nut paste 1 Selling tomatoes 1 Selling vegetables 1 Shop 3 Shop business 1 Shop keeper 1 Shop operator 1 Small business 2 Small retail shop 1 Sold land 1 Stone quarring 1 Stone quarrying 2 Tailor and carpentry 1 Tailoring 2 Tailoring (making garments) 1 Tailoring, bycicle repairing 1 Teaching 1 Tomatoe Selling 1 Trade 1 Trading in silver fish,Trading in Tomatoes,Sale of fire wood. 1 Transport 1 Truck driver 2 Working in other people's gardens for money 1 aid dependant 1 alcohol brewing 1 bar 1 business 6 carpentry 2 casual 1 casual labour 20 collecting and selling firewood 1 construction/masonry 1 crafts (mats etc) 1 exchange of food ratio for money 1 firewood seller 1 fish seller 1 gathering and selling firewood 1 home brewery 1 home brewing 1 local Porridge seller 1 rentals 1 sale of food ratio 1 sell of food ratio 6 selling of osobi 1 trailoring 1 transport 1 transportation on lake albert 1 dummy if income is none 2867 1 0 1 0 No 2755 1 Yes 112 Sysmiss 1 dummy if income is crop production 2867 1 0 1 0 No 1434 1 Yes 1433 Sysmiss 1 dummy if income is livestock 2867 1 0 1 0 No 2611 1 Yes 256 Sysmiss 1 dummy if income is poultry rearing 2867 1 0 1 0 No 2780 1 Yes 87 Sysmiss 1 dummy if income is fishing 2867 1 0 1 0 No 2817 1 Yes 50 Sysmiss 1 dummy if income is pension 2867 1 0 0 0 0 0 2867 Sysmiss 1 dummy if income is informal remittances 2867 1 0 1 0 No 2690 1 Yes 177 Sysmiss 1 dummy if income is formal remitttances 2867 1 0 1 0 No 1675 1 Yes 1192 Sysmiss 1 dummy if income is formal employment 2867 1 0 1 0 No 2787 1 Yes 80 Sysmiss 1 dummy if income is casula employment 2867 1 0 1 0 No 2128 1 Yes 739 Sysmiss 1 dummy if income is cross border trading 2867 1 0 1 0 No 2864 1 Yes 3 Sysmiss 1 dummy if income is bee keeping 2867 1 0 1 0 No 2864 1 Yes 3 Sysmiss 1 dummy if income is other(specify) 2867 1 0 1 0 No 2604 1 Yes 263 Sysmiss 1 estimated income from informal remittances 177 2691 4666.667 3260000 386053.672 512791.619 estimated income from formal remittances 1192 1676 0 8512000.333 642336.651 734230.074 estimated income from cross border trading 3 2865 500000 3000000 1666666.667 1258305.739 estimated income from other 263 2605 0 29066666.667 1314132.433 3326030.998 which income generating activities operated by HH members 2867 0 0 1959 0 10 2 0 11 1 0 16 2 0 17 2 0 19 2 0 23 2 0 24 7 0 25 2 0 28 1 1 111 1 10 5 1 11 1 1 13 1 1 13 15 17 19 1 1 14 2 1 15 2 1 16 3 1 19 6 1 19 20 2 1 20 1 1 21 1 1 21 25 1 1 21 28 1 1 24 1 1 28 1 1 6 19 1 1 8 19 1 10 55 10 12 16 1 10 13 14 1 10 15 1 10 15 19 25 1 10 15 21 1 10 17 1 10 19 5 10 20 21 1 10 23 1 10 23 24 1 10 24 3 10 28 6 11 10 12 1 13 19 13 14 18 1 13 15 24 1 13 17 25 1 14 8 14 15 17 20 1 14 17 19 1 14 24 1 14 28 1 15 33 15 19 7 15 19 20 1 15 19 28 2 15 20 1 15 24 1 15 25 1 16 28 16 24 1 16 28 1 17 25 17 19 1 17 24 1 18 5 18 20 24 1 19 89 19 20 1 19 21 3 19 24 1 19 25 4 19 28 3 2 3 2 11 24 1 2 24 1 2 28 1 20 17 20 24 1 20 25 1 20 28 1 21 26 21 24 1 21 28 3 23 7 23 24 3 23 28 1 24 114 24 25 1 24 28 4 25 27 26 1 27 1 28 72 3 55 3 10 2 3 15 1 3 15 16 1 3 16 2 3 24 1 3 26 1 3 28 1 3 4 1 3 6 2 3 8 2 4 4 4 13 25 1 4 25 1 4 6 10 1 6 21 6 10 14 1 6 16 1 6 24 1 7 1 7 14 15 1 7 24 1 8 15 8 13 2 8 24 1 9 3 9 24 1 dummy if enterprise is none 2867 1 0 1 0 No 887 1 Yes 1980 Sysmiss 1 dummy if enterprise is petty trade 2867 1 0 1 0 No 2725 1 Yes 142 Sysmiss 1 dummy if enterprise is butchery 2867 1 0 1 0 No 2861 1 Yes 6 Sysmiss 1 dummy if enterprise is shop 2867 1 0 1 0 No 2798 1 Yes 69 Sysmiss 1 dummy if enterprise is clothing store 2867 1 0 1 0 No 2859 1 Yes 8 Sysmiss 1 dummy if enterprise is hardware store 2867 1 0 0 0 0 0 2867 Sysmiss 1 dummy if enterprise is agricultural inputs store 2867 1 0 1 0 No 2839 1 Yes 28 Sysmiss 1 dummy if enterprise is mill 2867 1 0 1 0 No 2864 1 Yes 3 Sysmiss 1 dummy if enterprise is mechanic repair 2867 1 0 1 0 No 2846 1 Yes 21 Sysmiss 1 dummy if enterprise is traditional healer 2867 1 0 1 0 No 2863 1 Yes 4 Sysmiss 1 dummy if enterprise is bodaboda/taxi 2867 1 0 1 0 No 2778 1 Yes 89 Sysmiss 1 dummy if enterprise is hotel 2867 1 0 1 0 No 2854 1 Yes 13 Sysmiss 1 dummy if enterprise is electronics 2867 1 0 1 0 No 2865 1 Yes 2 Sysmiss 1 dummy if enterprise is salon 2867 1 0 1 0 No 2849 1 Yes 18 Sysmiss 1 dummy if enterprise is making bricks 2867 1 0 1 0 No 2810 1 Yes 57 Sysmiss 1 dummy if enterprise is construction 2867 1 0 1 0 No 2827 1 Yes 40 Sysmiss 1 dummy if enterprise is carpenter 2867 1 0 1 0 No 2833 1 Yes 34 Sysmiss 1 dummy if enterprise is crafts 2867 1 0 1 0 No 2860 1 Yes 7 Sysmiss 1 dummy if enterprise is home brewery 2867 1 0 1 0 No 2735 1 Yes 132 Sysmiss 1 dummy if enterprise is charcoal dealer 2867 1 0 1 0 No 2838 1 Yes 29 Sysmiss 1 dummy if enterprise is firewood dealer 2867 1 0 1 0 No 2829 1 Yes 38 Sysmiss 1 dummy if enterprise is miraa/khat 2867 1 0 0 0 0 0 2867 Sysmiss 1 dummy if enterprise is livestock trader 2867 1 0 1 0 No 2852 1 Yes 15 Sysmiss 1 dummy if enterprise is crop producer 2867 1 0 1 0 No 2717 1 Yes 150 Sysmiss 1 dummy if enterprise is fish trader 2867 1 0 1 0 No 2826 1 Yes 41 Sysmiss 1 dummy if enterprise is pharmacist 2867 1 0 1 0 No 2865 1 Yes 2 Sysmiss 1 dummy if enterprise is health vets 2867 1 0 1 0 No 2866 1 Yes 1 Sysmiss 1 dummy if enterprise is other 2867 1 0 1 0 No 2768 1 Yes 99 Sysmiss 1 total revenue realised from petty trader 142 2726 3666.667 4666666.667 564957.768 894716.507 total revenue realised from butchery 6 2862 300000 6000000 1766666.667 2133229.164 total revenue realised from shop 69 2799 28666.667 9400000 1707405.797 2167345.182 total revenue realised from clothing 8 2860 200000 2000000 855000 740231.624 total revenue realised from input store 28 2840 0 7000000 1080678.725 1761931.3 total revenue realised from mill 3 2865 480000 1500000 826666.667 583209.511 total revenue realised from mechanic store 21 2847 30000 4180000 964285.714 1276484.71 total revenue realised from traditional healer 4 2864 63000 300000 215750 104525.515 total revenue realised from bodaboda?taxi 89 2779 0 17440000 1913056.18 3186109.715 total revenue realised from hotel 13 2855 0 7200000 1160384.615 1849432.49 total revenue realised from electronics 2 2866 100000 600000 350000 353553.391 total revenue realised from clothing store 28 2840 50000 850000 383000 242557.922 total revenue realised from salon 18 2850 50000 8400000 773277.778 1922568.877 total revenue realised from making bricks 57 2811 20000 3683333.333 822894.737 927675 total revenue realised from constuction 40 2828 90000 9300000 1450625 2053034.19 total revenue realised from carpenter 34 2834 11666.667 1933333.333 529264.706 525575.873 total revenue realised from crafts 7 2861 30000 1133333.333 717857.143 490410.32 total revenue realised from home brewery 132 2736 33343.333 8413333.333 756310.833 1326176.08 total revenue realised from charcoal dealer 29 2839 0 6000000 679413.793 1259481.751 total revenue realised from firewood dealer 38 2830 34000 2340000 397921.053 627062.538 total revenue realised from livestock 15 2853 46666.667 29700000 6915200 11978747.994 total revenue realised from crop produce 150 2718 0 6800000 921825.333 1252721.187 total revenue realised from fish trader 41 2827 120000 3900000 1382195.122 1169812.333 total revenue realised from pharmacist 2 2866 1000000 2000000 1500000 707106.781 total revenue realised from health vets 1 2867 1200000 1200000 1200000 1200000 1 Sysmiss 2867 total revenue realised from other (specify) 99 2769 0 4800000 683296.566 819798.726 dummy if household had access to credit last 12 months 2867 1 1 3 1 No, could not get access 1910 2 No, but I could get access if I needed 397 3 Yes 560 Sysmiss 1 amount of loans received last 12 months 560 2308 0 25000000 776032.182 2025181.325 which household expenditure did household have last 12 months 2867 0 0 452 0 1 1 0 1 3 6 1 0 1 3 9 1 0 10 1 0 2 3 1 206 1 10 23 1 2 277 1 2 10 23 1 2 3 214 1 2 3 10 28 1 2 3 4 15 1 2 3 4 10 1 1 2 3 4 5 13 1 2 3 4 5 10 1 1 2 3 4 5 6 2 1 2 3 4 5 6 7 6 1 2 3 4 5 6 7 10 1 1 2 3 4 5 6 7 8 3 1 2 3 4 5 6 7 8 9 1 1 2 3 4 5 6 7 9 4 1 2 3 4 5 6 8 1 1 2 3 4 5 6 8 9 1 1 2 3 4 5 7 6 1 2 3 4 5 7 8 3 1 2 3 4 5 8 5 1 2 3 4 5 8 9 1 1 2 3 4 5 9 1 1 2 3 4 6 5 1 2 3 4 6 7 4 1 2 3 4 6 7 8 1 1 2 3 4 7 8 1 1 2 3 4 8 1 1 2 3 4 8 9 1 1 2 3 5 64 1 2 3 5 10 1 1 2 3 5 6 27 1 2 3 5 6 10 2 1 2 3 5 6 7 9 1 2 3 5 6 7 10 1 1 2 3 5 6 7 8 6 1 2 3 5 6 7 8 10 1 1 2 3 5 6 7 9 1 1 2 3 5 6 8 7 1 2 3 5 6 8 10 1 1 2 3 5 6 9 3 1 2 3 5 7 19 1 2 3 5 7 8 7 1 2 3 5 7 9 4 1 2 3 5 8 10 1 2 3 5 8 9 4 1 2 3 5 9 6 1 2 3 6 76 1 2 3 6 10 3 1 2 3 6 7 7 1 2 3 6 7 10 1 1 2 3 6 7 8 5 1 2 3 6 7 8 10 1 1 2 3 6 7 8 9 1 1 2 3 6 7 9 1 1 2 3 6 8 9 1 2 3 6 9 2 1 2 3 7 11 1 2 3 7 8 5 1 2 3 7 9 3 1 2 3 8 17 1 2 3 8 10 1 1 2 3 9 12 1 2 3 9 10 1 1 2 4 8 1 2 4 10 1 1 2 4 5 3 1 2 4 5 6 10 1 1 2 4 6 7 8 1 1 2 4 7 8 1 1 2 5 18 1 2 5 10 1 1 2 5 6 8 1 2 5 6 7 1 1 2 5 6 8 4 1 2 5 6 9 1 1 2 5 7 4 1 2 5 7 8 3 1 2 5 8 3 1 2 6 73 1 2 6 10 11 1 2 6 7 14 1 2 6 7 8 6 1 2 6 8 9 1 2 6 9 2 1 2 7 6 1 2 7 8 1 1 2 8 20 1 2 9 3 1 3 117 1 3 10 16 1 3 4 8 1 3 4 10 1 1 3 4 5 2 1 3 4 5 10 1 1 3 4 5 6 2 1 3 4 5 6 7 8 3 1 3 4 5 6 7 8 9 2 1 3 4 5 6 7 9 10 1 1 3 4 5 7 9 1 1 3 4 5 8 3 1 3 4 5 9 10 2 1 3 4 6 1 1 3 4 6 10 1 1 3 4 6 7 1 1 3 4 6 7 8 2 1 3 4 6 7 9 1 1 3 4 6 9 1 1 3 4 7 9 10 1 1 3 4 9 10 2 1 3 5 30 1 3 5 6 6 1 3 5 6 7 2 1 3 5 6 7 10 1 1 3 5 6 7 8 1 1 3 5 6 7 9 1 1 3 5 6 8 2 1 3 5 7 11 1 3 5 7 8 3 1 3 5 8 7 1 3 5 9 4 1 3 5 9 10 1 1 3 6 24 1 3 6 10 1 1 3 6 7 2 1 3 6 7 8 3 1 3 6 8 3 1 3 6 8 10 1 1 3 6 8 9 1 1 3 6 9 1 1 3 7 3 1 3 7 10 1 1 3 7 8 2 1 3 7 9 1 1 3 8 7 1 3 8 9 1 1 3 9 3 1 3 9 10 1 1 4 5 1 4 5 1 1 4 8 2 1 5 8 1 5 6 8 1 5 6 9 1 1 5 7 3 1 5 8 1 1 5 8 9 1 1 6 17 1 6 10 4 1 6 7 2 1 6 7 8 3 1 6 8 8 1 6 8 9 1 1 7 10 1 8 7 1 8 10 1 1 9 3 1 9 10 1 10 67 2 134 2 10 25 2 3 84 2 3 10 6 2 3 4 1 2 3 4 10 1 2 3 4 5 6 1 2 3 4 5 6 10 1 2 3 4 5 6 7 1 2 3 4 5 6 8 1 2 3 4 5 8 1 2 3 4 6 7 1 2 3 5 11 2 3 5 10 1 2 3 5 6 3 2 3 5 6 7 1 2 3 5 6 8 1 2 3 5 7 2 2 3 5 8 1 2 3 6 10 2 3 6 10 2 2 3 6 7 2 2 3 6 8 2 2 3 6 9 1 2 3 7 2 2 3 8 4 2 3 9 1 2 4 8 2 4 5 1 2 4 6 1 2 5 7 2 5 6 3 2 5 8 2 2 6 23 2 6 10 4 2 7 1 2 8 1 2 8 10 1 3 103 3 10 15 3 4 4 3 4 10 2 3 4 5 2 3 4 5 10 1 3 4 5 6 1 3 4 5 6 7 1 3 4 5 6 9 1 3 4 6 1 3 4 8 1 3 4 9 1 3 5 11 3 5 6 3 3 5 6 7 1 3 5 7 1 3 5 8 2 3 6 5 3 6 10 3 3 7 10 1 3 8 1 4 9 4 10 1 4 9 1 5 22 5 10 1 5 6 3 5 7 2 5 8 1 6 10 6 10 2 6 8 1 7 3 7 10 1 8 5 8 10 2 9 2 dummy if expenditure was none 2867 1 0 1 0 No 2408 1 Yes 459 Sysmiss 1 dummy if expenditure was health care 2867 1 0 1 0 No 1103 1 Yes 1764 Sysmiss 1 dummy if expenditure was education 2867 1 0 1 0 No 1359 1 Yes 1508 Sysmiss 1 dummy if expenditure was clothing 2867 1 0 1 0 No 1620 1 Yes 1247 Sysmiss 1 dummy if expenditure was furniture 2867 1 0 1 0 No 2686 1 Yes 181 Sysmiss 1 dummy if expenditure was kitchen utensils 2867 1 0 1 0 No 2398 1 Yes 469 Sysmiss 1 dummy if expenditure was farm inputs 2867 1 0 1 0 No 2344 1 Yes 523 Sysmiss 1 dummy if expenditure was farming tools 2867 1 0 1 0 No 2636 1 Yes 231 Sysmiss 1 dummy if expenditure was livestock purchase 2867 1 0 1 0 No 2633 1 Yes 234 Sysmiss 1 dummy if expenditure was tools/equipment 2867 1 0 1 0 No 2774 1 Yes 93 Sysmiss 1 dummy if expenditure was other(specify) 2867 1 0 1 0 No 2588 1 Yes 279 Sysmiss 1 e4other 279 0 Basic like soap 1 Basic needs like soap, Vaseline 1 Basins and bucket, maize milling and transportation 1 Basins, bucket, jerrycans 1 Bought land 1 Brick making tools 1 Bucket and basin 1 Building 2 Building materials 1 Built house 1 Burial 1 Buying food 2 Buying food and Soap 1 Buying grocery items 1 Buying land 2 Buying materials fo shop 1 Cereal Grinding, transportation, purchase of laundry items 1 Construction 2 Construction materials and house construction; sugar and tealeaves 1 Construction of a residential house 1 Construction of the toilet 1 Cosmetics 4 Debts 1 Family upkeep 1 Feeding 3 Feeding the family 1 Food 88 Food and land hire 2 Food and landhire 1 Food milling and transport 1 Food purchases 2 Food soap 1 Food, 1 Food,land hire 1 Food,landhire 1 For buying food 1 Funeral 1 Grinding 1 Grinding maize 3 He spent money on paying a loan and food expenditure 1 Hired land for agriculture 1 Hired land for crop farming 1 Hiring Labour 1 Hiring labour 1 Hiring land 8 Hiring land for agriculture 1 Home consumption(Salt, soap and sugar) 1 Home set up 1 House construction 1 Instead spends on renting 50% of his land that he cultivates every season 1 Labour 3 Labour and Vet Dr 1 Labour and land rent 1 Labour of farming,land rent 1 Labour on crop production 1 Labour, land rent 1 Land for rent 1 Land hire 3 Land rent 10 Land rent and manure 1 Land rent for crop production 2 Land renting 1 Laundry soap, salt, 1 Maize milling 3 1 Maize milling and transport 2 Maize milling and transportation 7 Maize milling and transportation, jerrycans 1 Maize milling, transportation, 1 Milling 3 Milling and transportation 1 Other basic needs like soap 1 Other needs like food, soap 1 Personal care 3 Personal recquirements 1 Personal requirement 2 Personal requirements 1 Purchased a bike, house construction 1 Purchasing food 1 Purshasing food 1 Rent 6 Rent of land 2 Rented land 1 Renting land 11 Renting land for cultvation 1 Renting of land 1 Rescuring father from prison due to land issues 1 Saloon 1 Sending money to relatives who need help 1 Small household items 1 Solar 2 Spend on food purchase 1 Spend on rent for a saloon 1 Spending on food purchase 1 Spending on food purchases 2 Spending on food purchases for the family 1 Spends on food 1 They received money from there family members back home in their country 1 Transport 1 Transport costs 1 Transport to Arua 1 Transportation 3 Transportation and hired labour 1 Transportation and jerry cans plus basins 1 Transportation and maize milling 1 Transportation, Maize milling 1 Veterinary services 1 Water vendor 1 Workers 1 brick making 1 building a house 1 building a house for renting 1 construction of the household shelter 1 feeding 1 food purchase 1 hiring labour 1 matress 1 paying a dowery/ bride price 1 pesticides,land rent 1 poles for building 1 purchase of food 1 purchase of food stuffs 1 solar and battery 1 spend cash from casual labour on purchasing food 1 estimated expenditure on health care 1764 1104 0 11840000 177445.677 451250.903 estimated expenditure on education 1508 1360 0 32000000 576906.29 1533399.661 estimated expenditure on clothing 1247 1621 0 3000000 119404.17 195693.337 estimated expenditure on furniture 181 2687 1500 1000000 116168.508 199623.981 estimated expenditure on kitchen utensils 469 2399 500 700000 42942.431 67741.976 estimated expenditure on farm inputs 523 2345 0 5000000 128142.447 374966.405 estimated expenditure on farming tools 231 2637 4000 1000000 38279.221 81647.259 estimated expenditure on livestock purchase 234 2634 0 20000000 463841.893 1717298.8 estimated expenditure on tools/equipment 93 2775 2000 1650000 114301.075 240287.454 estimated expenditure on other(specify) 279 2589 0 20000000 416673.835 1475129.324 unique HH panel ID 4993 0 3000005 3002868 3001384.692 761.951 unique household ID 4992 1 1 4993 2497.3 1441.488 name of crop (long rain season) 4993 0 ,4 1 0 3 2 1 3 1 Avocado 1 Baans 1 Bababa 1 Baens 1 Banana 32 Banana plantain 3 Banana plantation 2 Bananas 4 Bananas matooke 1 Bean 7 Beanns 1 Beans 1007 Beans , 1 Beans, 1 Cabbage 3 Cabbages 1 Caffee 1 Casava 3 Cassava 531 Casssava 1 Cocoa 4 Coffee 207 Cotton 12 Cow Peas 1 Cow peas 4 Cow peas leaves 1 Cowpeas 9 Cowpease 4 Dodo 4 Egg plant 1 Egg plants 2 Eggplants 1 G nuts 7 G.Nuts 1 G.nut 1 G.nuts 15 Gnut 1 Gnuts 111 Grandnuts 2 Groudnuts 1 Ground Nuts 2 Ground nut 1 Ground nuts 216 Groundnut 16 Groundnuts 148 Groundnuts. 1 Grounduts 14 Gunuts 1 Irish 16 Irish Potatoes 1 Irish potato 2 Irish potatoes 48 Maiz 2 Maize 1145 Maize,beans 1 Maizi 1 Matoke 2 Matooke 8 Mazie 1 Meize 1 Mellet 1 Millet 134 N/A 1 Ocra 10 Okra 15 Okra. 1 Onions 7 Osobi 2 Osubi or inyete 1 Passion fruits 1 Peagon Peas 1 Peagon peas 4 Peas 14 Pigeon Peas 1 Pigeon peas 1 Poatatoes 1 Potato 1 Potatoes 48 Pumpkin 2 Pumpkins 1 Rice 24 Sim Sim 1 Sim sim 28 Simim 1 Simsi! 1 Simsim 243 Sorgham 7 Sorghum 152 Sorghurm 1 Soy bean 1 Soya 4 1 Soya ,beans 1 Soya Bean 1 Soya bean 2 Soya beans 8 Soyabean 1 Soyabeans 1 Soybean 2 Sugarcane 2 Sukuma Wiki 1 Sun flower 1 Sunflower 10 Sweet 3 Sweet Potatoes 3 Sweet poatoes 1 Sweet potato 3 Sweet potatoe 1 Sweet potatoes 230 Sweet potatoes. 3 Sweet pototoes 1 Sweetpotatoes 6 Sweetpotoes 1 Tea 1 Tobacco 18 Tobaco 3 Tobbacco 3 Tomatoes 21 Water melon 1 Yams 4 bean 1 beans 67 cassava 29 coffee 5 cotton 3 g .nut 1 g.nuts 4 gnuts 2 ground nuts 14 groundnut 1 groundnuts 2 maize 108 maizi 4 matooke 1 millet 3 onion 1 onions 1 peas 1 rice 16 simsim 22 sorgham 1 sorghum 7 soya beans 1 soyabeans 1 sweatpotatoe 1 sweet potatoes 13 1 tobacco 10 tomatoes 2 vanilla 1 average land under production of crop 4993 0 0.0 11 0.001 20 0.0011 1 0.0015 10 0.002 9 0.00225 1 0.0025 5 0.0028125 1 0.0035 1 0.00375 1 0.004 5 0.005 30 0.005625 1 0.0057 2 0.006 4 0.00625 4 0.008 1 0.00875 1 0.009 2 0.01 22 0.01125 1 0.012 1 0.0125 14 0.013 3 0.0147 1 0.015 1 0.016 13 0.02 32 0.0221 1 0.0225 5 0.025 60 0.03 14 0.0342 1 0.0367 1 0.037 1 0.0375 21 0.04 4 0.05 42 0.053 3 0.056 2 0.05625 1 0.0563 1 0.06 6 0.062 1 0.0625 29 0.063 2 0.065 1 0.07 1 0.075 26 0.08 11 0.087 1 0.0875 1 0.09 2 0.1 108 0.1111 1 0.1125 34 0.113 3 0.12 7 0.125 291 0.13 24 0.141 1 0.15 31 0.16875 3 0.17 2 0.175 7 0.18 1 0.1875 11 0.19 3 0.2 81 0.21 3 0.225 24 0.23 2 0.24 1 0.25 1086 0.26 1 0.2625 1 0.27 1 0.3 47 0.35 6 0.36 1 0.375 10 0.38 4 0.4 17 0.421 1 0.43 1 0.45 10 0.48 1 0.49 1 0.5 1128 0.52 1 0.54 1 0.57 3 0.6 10 0.625 3 0.65 1 0.7 3 0.75 112 0.8 8 0.875 1 0.88 2 0.9 1 1.0 957 1.0E-4 1 1.2 3 1.25 12 1.4 1 1.5 106 1.53 2 1.6 1 1.75 2 1.8 1 10.0 2 100.0 3 1000.0 1 11.0 1 120.0 1 125.0 1 15.0 1 150.0 1 179.0 1 2.0 207 2.25 2 2.5 21 20.0 2 200.0 2 3.0 66 3.4 2 3.8 1 30.0 2 4.0 19 4.2 1 40.0 2 45.0 1 5.0 14 5.0E-4 2 50.0 1 6.0 3 7.0 1 7.5E-4 2 70.0 1 8.0 6 9.0 1 total crop produced in long rain season 2018(kgs) 4993 0 0.0 456 0.05 1 0.06 1 0.12 1 0.125 2 0.25 2 0.35 1 0.5 1 0.88 1 1.0 15 1.5 2 10.0 103 100.0 510 1000.0 46 100000.0 1 1020.0 1 105.0 3 1050.0 3 108.0 2 11.0 1 110.0 6 1100.0 6 11000.0 1 112.5 1 1130.0 1 115.0 2 1170.0 1 12.0 24 12.5 2 120.0 106 1200.0 15 12000.0 1 123.0 2 125.0 10 1250.0 1 1260.0 1 13.0 2 130.0 16 1300.0 2 134.0 1 135.0 10 1350.0 1 14.0 2 140.0 15 1400.0 5 144.0 5 15.0 93 150.0 200 1500.0 16 150000.0 1 16.0 5 160.0 29 1600.0 1 165.0 1 169.0 1 17.0 4 170.0 8 1700.0 1 175.0 5 176.0 1 1770.0 1 179.0 1 18.0 11 180.0 46 1800.0 9 180000.0 1 184.0 1 185.0 3 186.0 1 190.0 6 1950.0 1 2.0 15 20.0 181 200.0 375 2000.0 12 2000000.0 1 20400.0 1 210.0 7 212.0 1 2160.0 1 22.0 4 220.0 5 2200.0 1 225.0 7 230.0 10 236.0 1 240.0 54 245.0 1 25.0 96 250.0 96 2500.0 4 26.0 1 260.0 17 27.0 1 270.0 2 2700.0 1 28.0 4 280.0 10 295.0 1 3.0 12 3.4 1 30.0 174 300.0 202 3000.0 10 3050.0 1 310.0 3 320.0 8 330.0 1 34.0 1 340.0 5 345.0 1 345000.0 1 35.0 21 350.0 48 36.0 5 360.0 18 37.0 1 37.5 3 370.0 1 375.0 4 380.0 4 390.0 2 4.0 14 4.5 2 40.0 165 400.0 129 4000.0 3 408.0 1 4119.0 1 413.0 1 42.0 1 420.0 9 4200.0 2 43.0 1 430.0 2 44.0 2 440.0 1 45.0 48 450.0 24 460.0 4 4700.0 1 48.0 6 480.0 9 49.0 1 490.0 2 494.0 1 495.0 1 5.0 47 50.0 362 500.0 115 5000.0 3 50000.0 2 52.0 1 520.0 5 53.0 1 530.0 2 540.0 2 55.0 2 550.0 5 551.0 1 56.0 2 560.0 2 57.0 1 570.0 1 579.0 1 58.0 2 580.0 1 59.0 1 6.0 13 60.0 130 600.0 72 6000.0 6 62.0 1 62.5 1 620.0 1 63.0 2 630.0 2 64.0 1 640.0 1 65.0 10 650.0 11 6500.0 1 67.0 1 670.0 1 68.0 1 684.0 1 690.0 1 7.0 5 7.5 1 70.0 57 700.0 28 7000.0 2 72.0 2 720.0 9 75.0 58 750.0 1 760.0 1 768.0 1 780.0 4 8.0 21 80.0 147 800.0 43 8000.0 1 80000.0 1 825.0 1 830.0 1 840.0 7 85.0 7 850.0 3 86.0 1 860.0 1 865.0 1 875.0 2 9.0 4 90.0 35 900.0 6 9000.0 1 910.0 1 9300.0 1 94.0 1 95.0 1 950.0 2 96.0 7 960.0 3 968.0 1 98.0 1 Who is responsible for decision of production 4537 Both (Household head and spouse) 29 Children 11 Female household head (Woman heading the household) 1216 Jointly by male(s) and female(s) within the household 106 Male household head (Male heading the household) 718 Other female(s) within the household 1194 Other male(s) within the household 1263 Quantity of crop sold 4537 0 0.0 2424 0.03 1 0.06 1 0.25 1 0.5 1 1.0 9 10.0 46 100.0 266 1000.0 27 105.0 1 109.0 1 11.0 1 110.0 2 1104.0 1 115.0 1 1150.0 1 12.0 1 120.0 54 1200.0 4 12000.0 1 123.0 1 125.0 8 13.0 1 130.0 11 1300.0 2 130000.0 1 135.0 5 1350.0 1 14.0 1 140.0 3 1400.0 4 1440.0 1 14400.0 1 15.0 30 150.0 102 1500.0 11 1534.0 1 1560.0 1 16.0 2 160.0 9 1600.0 1 165.0 1 17.0 2 170.0 5 175.0 1 176.0 1 179.0 1 18.0 3 180.0 7 1800.0 5 185.0 1 1850.0 1 190.0 3 1900.0 1 195.0 1 2.0 10 2.5 2 20.0 86 200.0 162 2000.0 6 210.0 4 2160.0 1 22.0 1 220.0 3 225.0 1 230.0 4 240.0 14 25.0 42 250.0 32 2500.0 2 2500000.0 1 26.0 3 260.0 6 27.0 1 2700.0 1 275.0 1 2760.0 1 28.0 2 280.0 4 280000.0 1 294.0 1 2950.0 1 3.0 5 30.0 77 300.0 99 3000.0 5 310.0 1 320.0 4 330.0 1 340.0 1 35.0 3 350.0 12 3500.0 1 360.0 8 3600.0 1 370.0 1 375.0 2 38.0 1 390.0 3 392.0 1 4.0 6 40.0 97 400.0 60 4000.0 1 40000.0 1 4119.0 1 420.0 1 43.0 1 4300.0 1 45.0 19 450.0 5 4500.0 1 460.0 1 48.0 4 480.0 8 4800.0 2 5.0 11 50.0 210 500.0 55 52.0 1 520.0 2 54.0 1 540.0 2 55.0 2 550.0 1 5500.0 1 551.0 1 56.0 1 57.0 2 570.0 1 579.0 1 58.0 2 5800.0 1 59.0 1 6.0 5 60.0 64 600.0 28 6000.0 2 625.0 1 630.0 2 640.0 2 650.0 5 67.0 1 67.5 1 680.0 1 7.0 1 7.5 1 70.0 38 700.0 29 72.0 3 720.0 4 74.0 1 75.0 19 750.0 2 768.0 1 7700.0 1 790.0 1 8.0 4 80.0 58 800.0 19 84.0 1 840.0 2 85.0 6 850.0 1 86.0 1 880.0 2 9.0 1 90.0 19 910.0 1 95.0 2 950.0 1 96.0 5 960.0 1 965.0 1 98.0 1 amount earned from sale of crop 2113 0 0.0 23 0.125 1 1.0 2 1.104E7 1 1.8E7 2 1000.0 1 10000.0 32 100000.0 96 1000000.0 12 1020000.0 2 10500.0 2 105000.0 13 1050000.0 5 108000.0 7 1080000.0 1 110000.0 5 1100000.0 1 1120000.0 1 1125000.0 2 1144000.0 1 117000.0 1 1176000.0 1 12000.0 11 120000.0 82 1200000.0 9 1230000.0 1 12500.0 5 125000.0 4 128000.0 1 1280000.0 1 130.0 1 13000.0 1 130000.0 14 1300000.0 2 130900.0 1 135000.0 4 14000.0 1 140000.0 23 1400000.0 6 144000.0 3 1440000.0 1 1445000.0 1 148000.0 1 1500.0 3 15000.0 28 150000.0 89 1500000.0 11 153000.0 2 1530000.0 1 155000.0 1 15600.0 2 159000.0 1 16000.0 4 160000.0 36 1600000.0 5 162000.0 2 1622500.0 1 168000.0 4 1680000.0 3 170000.0 6 17500.0 1 175000.0 10 1750000.0 1 176000.0 1 18000.0 10 180000.0 24 1800000.0 3 182000.0 1 1840000.0 1 1840800.0 1 187500.0 1 189000.0 1 190000.0 2 192000.0 1 1920000.0 1 195000.0 4 196000.0 2 2.88E7 1 20.0 1 2000.0 1 20000.0 60 200000.0 69 2000000.0 6 205000.0 1 208000.0 1 210000.0 14 2100000.0 2 216000.0 3 2160000.0 1 22000.0 1 220000.0 3 2210000.0 1 225000.0 6 23000.0 2 230000.0 5 2300000.0 1 237000.0 1 24000.0 7 240000.0 44 2400000.0 1 243000.0 1 245000.0 1 2500.0 1 25000.0 39 250000.0 42 2500000.0 3 252000.0 1 255000.0 1 26000.0 1 260000.0 7 263000.0 1 268000.0 1 27000.0 2 270000.0 5 2700000.0 1 28000.0 5 280000.0 12 2800000.0 1 2835000.0 1 288000.0 2 2880000.0 2 290000.0 2 294000.0 1 29500.0 1 3000.0 6 30000.0 61 300000.0 73 3000000.0 5 312000.0 1 3150000.0 1 320.0 1 32000.0 6 320000.0 14 325000.0 1 330000.0 1 3300000.0 1 336000.0 2 337500.0 1 340000.0 2 3480000.0 1 35000.0 18 350000.0 23 3500000.0 1 36000.0 10 360000.0 12 3600000.0 1 37000.0 1 370000.0 2 37500.0 5 375000.0 1 3750000.0 1 38000.0 2 380000.0 2 3800000.0 1 384000.0 1 385000.0 1 3860000.0 1 390000.0 3 392000.0 1 4000.0 5 40000.0 58 400000.0 36 4000000.0 1 42000.0 5 420000.0 6 4250000.0 1 430000.0 2 4300000.0 1 4320000.0 1 44000.0 2 440000.0 1 4400000.0 1 440800.0 1 45.0 1 4500.0 2 45000.0 24 450000.0 15 4500000.0 1 460000.0 2 469000.0 1 48000.0 6 480000.0 7 484000.0 1 49000.0 1 490000.0 1 5000.0 9 50000.0 94 500000.0 23 500200.0 1 51000.0 1 510000.0 2 515000.0 1 52000.0 3 520000.0 4 525000.0 3 53000.0 1 53500.0 1 54000.0 3 540000.0 3 55000.0 7 550000.0 1 56000.0 1 560000.0 6 564000.0 1 570000.0 1 58000.0 2 595000.0 1 60.0 1 600.0 1 6000.0 3 60000.0 90 600000.0 26 6000000.0 1 614400.0 1 62000.0 1 62500.0 2 63000.0 4 630000.0 6 64000.0 1 640000.0 3 647500.0 1 65000.0 6 650000.0 2 6500000.0 1 66000.0 1 67000.0 1 67500.0 2 675000.0 1 68000.0 2 690000.0 1 7000.0 4 70000.0 46 700000.0 13 702000.0 1 71500.0 2 72000.0 6 720000.0 4 7200000.0 2 726000.0 1 740000.0 1 7500.0 2 75000.0 31 750000.0 9 760000.0 1 770000.0 1 7700000.0 1 78000.0 5 780000.0 5 78750.0 1 792000.0 1 8000.0 4 80000.0 69 800000.0 18 84000.0 6 840000.0 1 8400000.0 1 8500.0 2 85000.0 1 850000.0 2 86500.0 3 870000.0 1 87500.0 2 875000.0 1 9000.0 2 90000.0 44 900000.0 8 9000000.0 1 910000.0 1 912000.0 1 92000.0 1 95000.0 3 950000.0 1 96000.0 8 960000.0 2 97500.0 1 975000.0 1 9750000.0 1 98000.0 1 Who is responsible for decision of use of income 2113 Both (Household head and spouse) 14 Children 3 Female household head (Woman heading the household) 558 Jointly by male(s) and female(s) within the household 32 Male household head (Male heading the household) 941 Other female(s) within the household 76 Other male(s) within the household 489 how many months crop produce lasted in household 4536 0 0 487 1 553 10 27 100000 1 11 4 12 99 120 1 16 1 2 678 20 1 24 1 3 819 4 768 45000 1 5 494 5000 1 6 450 7 36 70 1 8 78 9 35 unique HH panel ID 2821 0 3000006 3002864 3001296.754 732.496 unique household ID 2820 1 1 2821 1411.146 814.604 name of crop (short rain season) 2821 0 0 1 0.125 1 1 1 2 1 Banana 11 Banana Plantain 1 Banana plantain 5 Bananas 1 Bean 3 Bean's 4 Beans 704 Beans, 1 Boo 2 Cabbage 2 Cassava 334 Cocoa 1 Coffee 130 Cotton 7 Cow peas 1 Cowpeas 3 Cowpeas leaves 1 Cowpease 1 Dodo 4 Eboo or osobi 3 Eboo(greens) 1 Egg plant 1 Egg plants 6 Eggplant 2 Eggplants 1 G nuts 3 G.nuts 8 Gnuts 62 Green papers 1 Ground 1 Ground Nuts 2 Ground nut 1 Ground nuts 121 Groundnut 5 Groundnuts 66 Grounds 1 Grounduts 8 Irish 6 Irish potato 2 Irish potatoes 28 Irish potatooes 1 Irish potatos 2 Irishpotatos 1 Jackfruit 1 Maize 673 Maizes 1 Maizs 1 Matooke 2 Millet 31 O 1 Ocra 6 Okra 9 Onions 9 Osobi 2 Osobi or eboo 4 Osobi or nyete 1 Otigo 1 Otikudi 1 Pea's leave 1 Peagon Peas 1 Peagon peas 1 Peas 9 Pigeon Peas 1 Pigeon peas 1 Potato 1 Potatoes 17 Pumkin 1 Pumpkins 1 Rice 8 Sim sim 2 Simsim 45 Soghum 1 Soghurm 2 Sorghum 33 Soya 1 Soya bean 1 Soya beans 2 Soybean 1 Sukuma wiki 2 Sukumawiki 1 Surghurm 1 Sweat potatoes 2 Sweet 1 1 Sweet Potatoes 5 Sweet poatoes 1 Sweet potato 3 Sweet potatoes 161 Sweetpotatoes 2 Sweetpotatos 1 Tobacco 28 Tomatoes 17 beans 45 cassava 9 cotton 1 eboo or osobi 1 g.nuts 2 ground nuts 7 maize 55 mango 1 millet 1 rice 8 simsim 19 sorghum 6 soya bean 1 sweet potatoes 4 tobacco 7 tobbaco 1 tomatoes 1 average land under production of crop 2821 0 0.0 5 0.001 12 0.0014 3 0.0015 5 0.002 6 0.0025 1 0.003 2 0.00375 3 0.004 1 0.005 14 0.006 2 0.00625 4 0.0075 1 0.00875 1 0.009 1 0.01 8 0.012 1 0.0125 9 0.015 1 0.016 2 0.018 1 0.01875 5 0.02 6 0.0225 1 0.025 19 0.03 6 0.0375 3 0.04 2 0.0425 1 0.05 13 0.0563 3 0.06 2 0.0625 14 0.063 2 0.0732 2 0.075 11 0.08 12 0.0875 1 0.09 2 0.1 48 0.1125 6 0.12 3 0.125 216 0.13 6 0.13125 2 0.15 9 0.16875 1 0.17 3 0.175 3 0.18 6 0.1875 5 0.195 2 0.1975 2 0.2 23 0.2075 2 0.21 1 0.2125 2 0.215 2 0.22 1 0.225 14 0.2275 2 0.229 2 0.23 1 0.25 663 0.255 2 0.2625 2 0.27 1 0.3 13 0.35 3 0.36 1 0.37 2 0.375 5 0.38 2 0.4 10 0.475 2 0.5 684 0.525 1 0.54 1 0.57 2 0.6 5 0.625 2 0.63 2 0.65 2 0.7 1 0.73 1 0.75 70 0.8 3 0.875 1 0.88 1 0.9 3 1.0 480 1.13 3 1.2 1 1.25 9 1.4 1 1.5 60 1.8 2 100.0 6 120.0 1 125.0 1 14.0 1 150.0 2 2.0 127 2.5 8 200.0 2 240.0 1 25.0 1 3.0 41 3.5 1 4.0 16 400.0 1 43.0 1 5.0 10 50.0 2 7.0 1 70.0 1 8.0 5 9.0 1 total crop produced in short rain season 2018(kgs) 2821 0 0.0 368 0.01 1 0.125 3 0.25 1 0.5 6 1.0 5 1.5 1 10.0 49 100.0 352 1000.0 21 10000.0 1 100000.0 1 103.0 1 106.0 1 110.0 3 112.5 1 115.0 2 1150.0 1 12.0 7 12.5 2 120.0 54 1200.0 5 12000.0 1 125.0 8 13.0 1 130.0 13 1300.0 1 1320.0 1 135.0 7 14.0 2 140.0 9 15.0 34 150.0 120 1500.0 6 150000.0 1 16.0 2 160.0 11 175.0 3 18.0 5 180.0 19 1800.0 2 1820.0 1 19.0 1 190.0 3 192.0 3 1980.0 1 2.0 12 20.0 98 200.0 222 2000.0 4 21.0 1 210.0 5 215.0 1 22.0 1 220.0 5 225.0 5 230.0 5 238.0 1 24.0 2 240.0 15 2400.0 1 25.0 48 250.0 52 2500.0 1 255.0 1 26.0 1 260.0 6 270.0 2 2700.0 1 280.0 8 288.0 1 2940.0 1 3.0 14 30.0 94 300.0 148 3000.0 4 315.0 1 320.0 2 3200.0 1 33.0 1 330.0 1 336.0 1 34.0 1 340.0 3 35.0 13 350.0 15 36.0 1 360.0 8 37.5 3 370.0 1 38.0 2 380.0 1 385.0 1 390.0 3 4.0 8 40.0 98 400.0 54 41.0 1 42.0 1 420.0 1 440.0 1 45.0 25 450.0 14 46.0 2 468000.0 1 480.0 3 49.0 1 5.0 18 50.0 201 500.0 52 5000.0 2 520.0 2 540.0 2 55.0 4 550.0 4 56.0 1 59.0 1 6.0 6 60.0 72 600.0 38 6000.0 1 60000.0 1 62.5 1 640.0 2 65.0 2 650.0 1 680.0 2 7.0 3 70.0 34 700.0 13 72.0 2 720.0 1 73.0 1 75.0 38 750.0 4 8.0 7 80.0 80 800.0 17 8000.0 2 85.0 3 87.0 1 9.0 3 90.0 19 900.0 5 91.0 1 95.0 1 96.0 3 Who is responsible for decision of production 2453 Both (Household head and spouse) 5 Children 3 Female household head (Woman heading the household) 676 Jointly by male(s) and female(s) within the household 39 Male household head (Male heading the household) 364 Other female(s) within the household 666 Other male(s) within the household 700 Quantity of crop sold in short season 2453 0 0.0 1357 1.0 2 10.0 11 100.0 177 1000.0 12 110.0 1 1100.0 1 115.0 1 12.0 1 12.5 1 120.0 11 1200.0 2 1200000.0 1 125.0 2 130.0 2 1300.0 1 1320.0 1 135.0 1 140.0 7 1430.0 1 144.0 3 15.0 15 150.0 55 1500.0 2 160.0 4 170.0 3 175.0 1 18.0 3 180.0 13 1800.0 1 190.0 2 1980.0 1 2.0 6 20.0 45 200.0 90 2000.0 3 210.0 1 220.0 2 225.0 1 2250.0 1 240.0 6 25.0 27 250.0 18 2500.0 1 26.0 1 260.0 3 2650.0 1 268.0 1 270.0 2 2700.0 1 2940.0 1 3.0 4 30.0 38 300.0 42 3000.0 3 320.0 1 330.0 1 34.0 2 35.0 2 350.0 11 360.0 3 370.0 1 385.0 1 390.0 2 40.0 57 400.0 32 420.0 1 440.0 1 44000.0 1 45.0 9 450.0 8 46.0 1 47.0 1 48.0 3 4800.0 1 5.0 5 50.0 129 500.0 26 510.0 1 550.0 1 5800.0 1 6.0 4 60.0 31 600.0 16 650.0 2 7.0 1 7.5 1 70.0 17 700.0 7 72.0 1 75.0 14 750.0 2 75000.0 1 8.0 3 80.0 29 800.0 6 8000.0 1 90.0 13 900.0 1 95.0 1 950.0 3 9500.0 1 96.0 2 amount earned from sale of crop 1096 0 0.0 14 100.0 1 10000.0 10 100000.0 60 1000000.0 6 105000.0 3 108000.0 1 1080000.0 1 110000.0 3 112500.0 1 1135000.0 1 1144000.0 1 115000.0 1 1150000.0 1 115200.0 1 12000.0 7 120000.0 42 1200000.0 5 1225000.0 1 125000.0 4 1250000.0 2 12600.0 1 126000.0 1 1280000.0 1 130000.0 4 1320000.0 1 135000.0 4 136000.0 1 1360000.0 1 1375000.0 1 138000.0 1 14000.0 2 140000.0 16 1400000.0 2 144000.0 1 1440000.0 1 15000.0 14 150000.0 54 1500000.0 2 152000.0 1 16000.0 6 160000.0 13 1600000.0 1 1680000.0 2 1700.0 1 170000.0 4 175000.0 1 18000.0 2 180000.0 23 192000.0 2 20000.0 27 200000.0 42 2000000.0 2 204000.0 1 208000.0 1 21000.0 2 210000.0 9 216000.0 1 2160000.0 1 22000.0 2 220000.0 2 22500.0 2 225000.0 5 234000.0 1 24000.0 7 240000.0 17 2400000.0 2 245000.0 2 2500.0 1 25000.0 24 250000.0 11 260000.0 3 2650000.0 1 270000.0 3 2700000.0 2 275000.0 1 28000.0 2 280000.0 10 285000.0 1 2880000.0 1 2900000.0 1 3.0 1 3000.0 1 30000.0 41 300000.0 40 3000000.0 2 3060000.0 1 308000.0 1 32000.0 5 320000.0 3 3200000.0 1 325000.0 2 326400.0 1 33000.0 1 330000.0 1 34000.0 1 340000.0 2 35000.0 11 350000.0 9 3528000.0 1 356000.0 1 356400.0 1 357000.0 1 36000.0 4 360000.0 9 370000.0 1 374400.0 1 37500.0 1 375000.0 1 380000.0 2 40.0 2 40000.0 53 400000.0 13 405000.0 1 420000.0 3 450.0 1 45000.0 13 450000.0 9 4500000.0 1 468000.0 2 470000.0 1 48000.0 6 480000.0 2 5000.0 3 50000.0 62 500000.0 10 510000.0 1 520000.0 2 52500.0 1 525000.0 1 53000.0 1 54000.0 1 540000.0 3 548000.0 1 55000.0 2 550000.0 2 56000.0 3 560000.0 1 5700000.0 1 5940000.0 1 6000.0 4 60000.0 47 600000.0 11 630000.0 2 64000.0 3 65000.0 4 650000.0 2 66000.0 1 7000.0 1 70000.0 24 700000.0 1 7000000.0 1 72000.0 5 7500.0 4 75000.0 16 750000.0 3 780000.0 1 79250.0 1 8000.0 2 80000.0 41 800000.0 8 8400.0 1 840000.0 2 85000.0 4 86000.0 1 875000.0 1 88000.0 2 880000.0 1 9000.0 1 90000.0 23 900000.0 5 93000.0 1 95000.0 4 96000.0 1 Who is responsible for decision of use of income 1082 Both (Household head and spouse) 6 Children 1 Female household head (Woman heading the household) 339 Jointly by male(s) and female(s) within the household 14 Male household head (Male heading the household) 447 Other female(s) within the household 27 Other male(s) within the household 248 how many months crop produce lasted in household 2452 0 0 263 1 233 10 6 11 1 12 23 2 455 3 512 30 1 4 396 40 1 5 239 50 1 6 252 7 29 8 29 80000 1 9 10 Unique panel household ID 5563 2 5 2868 1377.291 767.58 name of vegetables/fruit 2823 0 .Okra 1 0 5 00 1 1 2 2 1 Akeyo 3 Amaranth 1 Amaranthus 15 Amaranthus species 5 Amaranthus species (doddo) 5 Amaranthus species(doddo) 1 Avocado 8 Banana 290 Banana Plantain 26 Banana matooke 4 Banana plaintain 4 Banana plantain 123 Banana plantain. 8 Banana plantation 22 Bananas 200 Beans 2 Boo 36 Cabage 5 Cabbage 85 Cabbages 8 Carrot 1 Carrots 1 Cassava 3 Cow peas 9 Cow peas Leaves 1 Cow peas leaves 41 Cowpeas 3 Cowpeas (osobi) 1 Cowpeas leaves 1 Ddoodo 1 Doddo 8 Dodo 133 Dodos 1 Eboo 21 Eboo(greens). 2 Egg plant 4 Egg plants 41 Eggplant 57 Eggplants 70 Eggplants ( Biringanya) 1 Eggplants ( Katunkuma) 10 Eggplants ( Ntula) 4 Eggplants ( biringanya) 4 Eggplants ( katunkuma) 4 Eggplants (Ntula) 1 Eggplants( biringanya) 1 Eucalyptus 4 Ggobe 5 Green bean 1 Green paper 1 Greens 189 Gudura 1 Jackfruit 1 Jjobyo 2 Jobyo 3 Local green leaf vegetable (eboe). 1 Maize 2 Malakwang 9 Malkwang 1 Mango 3 Mangoe 1 Mangoes 2 Matooke 588 Nakate 5 Nakati 5 None 1 Ntula 1 O 2 Ocra 45 Okra 117 Onion 7 Onions 42 Orange 6 Otigo 11 Otigo dii 2 Otigodi 1 Otikudi 1 Ovacado 4 Pampkin 4 Papaw 1 Papayas 1 Passion fruit 2 Pea's leave 3 Pea's leaves 3 Peas 8 Pig weed 9 Pigweed 16 Pigweed ( ddodo) 5 Pinaples 1 Pumpkin 15 Pumpkin leaves 1 Pumpkins 1 Red pepper 1 Simsim 2 Skumawiki 1 Small Eggplants ( katunkuma) 1 Small eggplants 2 Small eggplants( katunkuma) 1 Spider Grass 26 Sugarcane 2 Sukuma 9 Sukuma wik 3 Sukuma wiki 10 Sukuman Wiki 1 Sukumawik 6 Sukumawiki 7 Sukumawiki,dodo 2 Tomato 1 Tomatoe 4 Tomatoes 102 Tomatoes ( small ) 4 Water melon 1 Watermelon 1 amarathus 5 bananas 24 cabbage 4 cow pea 1 cow peas 6 cowpea 3 cowpeas 1 dodo 44 egg plants 3 eggplant 12 eggplants 14 green pepper 1 ground nuts 10 irish potatoes 7 kale 4 mangoes 1 nakati 1 okra 24 onion 1 onions 10 passion fruits 2 pease 1 pumpkin 2 sugarcane 3 sweet potatoes 4 tomatoes 22 water melon 4 watermelon 3 average land under production of vegetables/fruit 2823 2742 0 1440 1.505 34.842 total crop produced in 2018(kgs) 2823 2742 0 50000 722.619 3253.607 Who is responsible for decision of production 2552 3013 1 7 1 Husband 304 2 Wife 910 3 Son 6 4 Daughter 18 5 Husband and wife 680 6 Whole family 585 7 Other (extended family, employed worker, etc) 49 Sysmiss 3013 Quantity of crop vegetables/fruit sold 2552 3013 0 30000 319.031 2038.123 amount earned from sale of crop 722 4843 0 43200000 1139775.652 3586546.323 Who is responsible for decision of use of income 679 4886 1 7 1 Husband 264 2 Wife 194 3 Son 4 4 Daughter 2 5 Husband and wife 179 6 Whole family 25 7 Other (extended family, employed worker, etc) 11 Sysmiss 4886 unique HH panel ID 3667 0 3000001 3002868 3001461.538 819.281 how many types of livestock was owned 3666 1 0 5 1.091 1.292 0 1816 1 533 2 706 3 431 4 140 5 40 Sysmiss 1 number of livestock reared 1850 1817 1 5 1.598 0.813 1 1057 2 546 3 191 4 46 5 10 Sysmiss 1817 name of livestock 1850 0 Beehive 2 Cattle_CROSS_BREED 45 Cattle_LOCAL_BREED 227 Chicken_CROSS_BREED 27 Chicken_LOCAL_BREED 598 Goat_CROSS_BREED 30 Goat_LOCAL_BREED 504 Pig_CROSS_BREED 12 Pig_LOCAL_BREED 304 Rabbit 21 Sheep_CROSS_BREED 4 Sheep_LOCAL_BREED 76 how many livestock owned by household now 1850 1817 0 1000 5.83 24.791 number of livestock away 1850 1817 0 22 0.158 1.245 how many livestock HH had 12 months ago 1850 1817 0 1000 8.006 27.977 how many livestock HH sold last 12 months 1850 1817 0 1900000 1288.331 45556.058 what was the main reason for selling 556 3111 1 7 1 No longer needed 33 2 Pay for transport expenses 8 3 Purchase food 77 4 Pay debt 62 5 Pay medical expenses 126 6 Pay education expenses 235 7 Shortage of pasture/water 15 Sysmiss 3111 how much did HH receive from sale 1850 1817 0 18000000 202861.626 996971.556 how many livestock have been consumed 1850 1817 0 60000 32.848 1394.963 how many livestock were stolen/lost 1850 1817 0 70 0.391 2.657 how many livestock have been given away 1850 1817 0 21 0.0795 0.714 how many livestock have died 1848 1819 0 77 1.834 5.473 what was the main reason for death 1850 1817 1 7 1 No longer needed 1360 2 Pay for transport expenses 394 3 Purchase food 19 4 Pay debt 16 5 Pay medical expenses 9 6 Pay education expenses 0 7 Shortage of pasture/water 52 Sysmiss 1817 what was the main reason for death (other) 1015 0 ,999 2 . 4 0 115 00 3 1 Old pig was stolen and 8 piglets died ,of disease. 1 3 died because of diseases 1 999 3 9999 1 99o 1 Able to manage and feed 1 Accidents ,pests and diseases especially inrainy seasons, 1 All died in a very short period, from an epidemic. 1 Bad flue infection 1 Beaten by Neighbor 1 Beaten to death by children 1 Beaten until death. 1 Because of bird flu 1 Bird flu 2 Chicken died of an epidemic that swept away most of the chicken in the community 1 Chicken diesease 1 Chicken disease 1 Chocho diases desease 1 Coccidiosis 6 Coccodiosis 1 Cocdiosis 2 Cocidiosis 1 Cocisidiosis 1 Cockcidiocis 1 Cockdiosis 1 Cocksidiosis 6 Cocodiosis 16 Cocodiosis disease 3 Cocodiosis. 1 Cocsidiosis 2 Coscidiosis 1 Cosidioces 1 Cosidiosis 3 Cough, slippery exudate in the mouth 1 Death due to disease 1 Death due to gombolo disease 1 Diarrhea 2 Diarrhoea 1 Did not die 2 Did not know the cause of death 1 Died beacuse of diseases 1 Died because of sickness 1 Died due to chicken pox disease 1 Died from poultry epidemic 1 Died of disease outbreak in the wet season 1 Died of pests and diseases 1 Died of pests and diseases. 1 Died of pigery diseases, swine fever. 1 Died when giving birth 1 Dihorria 1 Diorrea 1 Diorreah 1 Disease 4 Disease called cocidiosis 1 Disease due to rains 1 Disease out break 1 Disease outbreak 2 Disease outbreaks 2 Disease resistant 1 Diseases 11 Diseases ( cocodiousis) 1 Diseases and pests 1 Doesn't know just died 1 Doesn't know the disease name 1 Downed by children, predation by birds 1 Drought 4 Drought as pasture dried up 1 Drought. 1 Drpught 1 Due to hail the goats died while grazing 1 Due to pests and diseases,ticks 1 Easily fed 1 Easily to feed and manage 1 Easily to manage and feed 1 Easily to rear 1 East cost fever 1 Eaten by dogs 1 Eaten by other wild animals 1 Eaten by snakes. 1 Enough milk 1 Fell in a ditch 1 Flu 1 Foot and mouth 1 1 Foot and mouth disease 1 Free on the feeds I.e no need for more money on feeding them 1 Free range feeding 1 Free to move and feed 1 Goats were stolen 1 Got affected by a disease and died 1 Got sick of chicken pox 1 Got struggled with the rope 1 Hail storm 1 Her man took 8 chickens 1 House hold owns only Local goats. 1 Infection 1 It ate apolythen paper 1 It had some pimples 1 It the pig died of swin flue 1 It was an accident 1 It was found dead 1 It was nocked by a motor cycle 1 It was strungled by the rope 1 Just chicken disease from the nose 1 Just found dead 1 Killed by fellow farmer 1 Killed by neighbours because of destruction of their crops. 1 Killed by severe diahorea 1 Killed by some strange disease the respondent doesn't understand. 1 Killed by wild animals 1 Knocked by a motorcycle and died 1 Knocked by over speeding motorists 1 Knocked by vehicle 1 Lack of feeds 2 Lack of good pasture 1 Lack of pasture 1 Lack of pasture and water 1 Lack of proper feeds, and intestinal bacteria 1 Lack of water and pasture 1 Leopard 1 Livestock pests and disease 2 Long drought is the cause of their disease 1 Malaria 1 Manage feed 1 Manage to be fed 1 Miminal supervision on feeding and resistant to diseases 1 N/A 4 N/N 1 NO DEATH 1 Never died 2 Newcastle disease 1 No 5 No animal died 1 No day deaths 1 No death 29 No death occurred 3 No death occurred in 2018 1 No death reported 1 No death's 1 No deaths 101 No deaths recorded 1 No reason 1 None 330 None died 3 None was dead 1 Not Applicable 1 Not applicabe 1 Not applicable 43 Not sure 1 Nothing 2 O 1 Only 8 chicken are still alive in the home. 1 Other assailant beat them to death 1 Other breed need more attention on feeding but the local they move freely... 1 Other reasons for death could be ticks. 1 Outbreak of cocodiosis. 1 Over speeding motorists 1 Pasture and feeds sufficient 1 Pest and disease 10 Pests 3 Pests and diseases 13 Pigs died from an epidemic, swine fever. 1 Poisoned 1 Poor custration 1 Poor housing 1 Poor management since the 3calves died bcs of over consumption of milk 1 Poultry disease coccidiosis 1 Poultry epidemic 1 Predation 2 Predation and disease 1 Production of milk 1 Proper feeding 1 Quality breed 1 Resistant to diseases 4 Resistant to drought 2 Road accident 1 Rope hanging while at grazing 1 Severe drought 1 Sheep were attacked and eaten by wild dogs 1 Sickness 10 Skin disease 1 Some cows ate a jack fruit that was dry and others died while giving birth 1 Swine fever 8 The 6 goats were stolen 1 The goat ate cassava 1 The goat was found dead in its crawl 1 The pig died of swin flue. 1 The rabit was found dead because of un proper built house 1 The two goats died of a disease 1 There was no death 2 There was no proper pasture and it got lost while going to look for green pastures 1 1 They died of diseases 2 They died of new castle disease 1 They don't know 1 They get seek of eyes and end up dying 1 They got got sick and died 1 They got sick and died 1 They were attacked by chicken pox 1 They were eaten by dogs. 1 They were given to her to rear then after they share the piglets 1 They were given to her to rear then share after when the chickens are many 1 They were killed by the eagle 1 They were overdosed 1 They were poisoned. 1 They were sick of what was not understood by the owner 1 Tick born diseases 1 Too much heat 1 Too much sunlight. 1 Took 11goats by her man... 1 Un known disease 1 Un known reason 1 Unknown reason 1 Unknown sickness 1 Unknown, found dead at the river banks 1 Wasn't sure of cause of death 1 We don't know it was like a plague 1 animal disease anthrax 1 chemical poison 1 found dead 1 no other reason 1 none 41 not applicable 1 nothing 5 nothing else 2 poor feeding 1 poor housing 1 predation 1 some Cows fell and broke their limbs,other fought each other 1 swine fever 3 how many livestock have been bought 1850 1817 0 480000 282.006 11197.937 how many livestock were born 1850 1817 0 240000 344.974 7582.425 how many livestock were received as gift/loan 1850 1817 0 10 0.0546 0.507 0 1812 1 16 2 10 3 3 4 4 5 1 8 2 9 1 10 1 Sysmiss 1817 how many livestock were received as assistance 1850 1817 0 12 0.0595 0.649 0 1822 1 6 2 11 3 3 4 1 7 1 10 5 12 1 Sysmiss 1817 dummy if there had been incidence of loss of crop, fruits, trees 3666 1 0 1 0 No 3378 1 Yes 288 Sysmiss 1 description of incidence 286 0 1 1 1 Pig died in 2018 due to pests and diseases 2 1 cattle died in 2018 because it ate a polythen paper 1 1 chicken died in 2019 due to pests and diseases 1 1 cow died due to the drought of last year 4 1 cow due to drought diseases 1 1 hen due to disease outbreak out of drought 1 10 Chicken died in 2018 due to pests and diseases 2 10 chicken died due to pests and diseases 2 10 chicken died in 2017 due to disease outbreak 3 10 chicken died in 2018 due to pests and diseases 2 10 chicken due to drought 2 10 chicken in 2018 ue to changes in weather diseases 3 10 chicken in January due to Bird flu 4 11 chicken died in June 2018 due to pests and diseases 3 12 chicken died in 2018 due to pests and diseases 2 14 chicken died due to coccodiosis iseases 1 14 chicken died due to cocidiosis 1 14 chicken died oin 2018 due to drought that led to high spread of disease 2 15 chicken died in 2018 due to pests and diseases 2 16 chicken due to pests and diseases in the dry spell period in 2018 2 17 chicken were lost due to the drought that brought diseases. 3 17 hens died due to a disease 1 19 chicken died due to diseases 2 2 chicken died in January 2019 due to pests and diseases 2 2 cows died due to drought in 2017. 1 2 goats died in 2018 November 2018 1 2 goats died in February 2019 due to diseases 2 2 hens died due to diseases 2 2 hens died in 2018 due to diseases 2 2 pigs died in 2019 February due to diseases 1 2 pigs died in January 2019 due to diseases 1 2 pigs died in March 2019 due to diseases 1 2 pigs died in march 2019 due to pests and diseases 2 2 sheep died becauseof drought 4 2 sheeps died in 2018 due to pests and diseases 3 20 chicken died due to disease in 2018. 1 20 chicken died due to diseases 3 20 chicken died in 2018 due to pests and diseases 2 25 died due to cocidiosis as results of rain 1 29 chicken died due to high spread of disease due to drought 1 2sheep were dead due to drought 4 2sheeps ,1 cattle and 7 goats died in 2018 due to pests and diseases 3 3 Chicken died due to pests and diseases 2 3 cattle died in 2018 due to drought, there was not pastures and water 1 3 cattle died in 2018 due to pest and diseases as result of the drought. 3 3 chicken in 2019 due to dry spell 2 1 3 goats due to drought in 2018 1 3 pigs died 2018 due to diseases 3 3 pigs died in feb 2019 due to lack of fooder 2 30 cows have died in the area. 3 32 cows died in 2018 due to drought 3 4 Cattle and 1goat died due to drought 4 4 Chicken died in 2018 due to pests and diseases 2 4 Chicken died this year 2019 due to diseases and pests 2 4 chicken died due to chicken disease in febuary 3 4 chicken died due to diseases 4 4 chicken died in 2018 due to diseases 2 4 chicken died in 2018 due to drought 1 4 chicken died in October 2018 due to pests and diseases 1 4 cows due to drought in 2017 1 4 cows were lost in 2018 in July and August due to tick born diseases in drought, 14 chicken in 2018 November due to disease outbreak in the wet season 2 4 goats died due to drought in 2016. 1 4 goats died in 2018 due to drought. 1 4 goats died in 2018 due to pests and diseases 3 4 goats died in Feb 2019 due to prolonged drought 3 2 5 Chicken died in 2018 due to pests and diseases. 4 5 chicken died in March 2019 due to diseases 2 5 chicken died in November 2018 3 5cows died in June and December 2018 due to diseases 1 6 chicks died because of drought in 2018 2 6 ducks died in 2018 due to too much sunshine and lack of feeds 1 6 goats died in 2018 due to pests and diseases 3 6 young chicks died due to drought that led to wide spread of diseases in 2018. 1 7 Chicken died due to pests and diseases 3 8chicken died due to drought 2 9 Chicken died due to diseases (Cocodiosis) 3 9 chicken due to diseases 2 92 chickens died in 2017 due to pests and diseasee 2 1 According to the respondent due to rainfall her chicken got a disease and they all died 1 All the chicken died of diseases in march 2019 1 At the start of the rains 6 of my birds died 1 Cocidiosis 1 Deases 1 Death of a goat in August 2018 due to disease out break in rainy season 2 Death of chicken due to long drought in April 2019 3 Disease 1 Disease for chicken and ducks due to much heat in march 2019 2 Due to serious drought from February to march 2019 1 Due to too much rain chicken got skiness and died 2 Hail killed the goats from the field in 2018 2 I lost 1 goat in 2019 due to drought 3 I lost 1 pig in 2019 due to high heat 2 I lost 1 pig in march 2019 due to drought 1 I lost 10goats in 2018 due to disease outbreak in the wet season in October 2 I lost 20cows in June and July of 2018 due to lack of pastures in the dry season, I lost 15 chicken in the wet season of 2018 3 1 I lost close to 13 chicken due to disease outbreak in the dry spell 2018 1 I lost4 pigs in the rainy season last year 2018 2 In 2008 we lost cattle due to drought 2 In 2014 I lost 2 goats due to drought 1 In 2015 I lost a goat due to drought 2 In 2017 I lost 3 goats due to drought 2 In 2019 I lost 50 chicken due to disease outbreak(gombolo) due to heavy rains 2 2 In October 2018 she lost a sheep due to a hail storm 1 Lack of enough water and pasture 4 Last lost my 2 chicken because during times of too much sunshine there is a high diesease spread 2 1 Lost 12 hens in 2018 due to livestock pests and disease 2 Lost 17 cows in 2017 due to prolonged drought. 2 Lost 17 hens in 2018 do an outbreak of a disease that spread due too much sunshine 2 Lost 2 cattle due to high spread of pest and diseases due to drought 2 Lost 2 goats to livestock deseses in 2018 2 Lost 4 cattle due to drought in 2016 2 Lost 4 goats 2018 due to water and grass scarcity 2 Lost 7 goats due to severe diahoria,and 12 Chicken due to muraramu in 2018 2 Lost 8 cattle due to drought in 2009 4 Lost all the 10 chicken i bought due to high spread of disease during the dry season 2 Lost my 12 chicken due to the high spread of disease due to drought 1 Lost one cow due high spread of disease due to drought in 2018 in july 2 Lost over 14 rabbits in 2018 due to drought 2 Lost over 9 cows in 2016 due to prolonged drought 2 Lost three cows due prolonged drought in August 2018 1 No comment 1 None 1 O 1 One cattle died due to drought in October 2018. 4 She lost half of her garden due to mid season drought this year in March 1 The Pasture became inadquate 2 The dry season caused the grass to dry and the animals had nothing to feed on. 2 The only goat was lost due to the long drought where there was lack of pasture in December 2018 1 They were eaten by snakes 3 We lost 2cows in Tue drought in 2017 1 We lost 7 cows in the year 2017 due to drought, we didn't have enough water and pastures 1 all the ten cows died of anthrax in December 2018 1 cocidiosis 1 diseases swiped away all the 30 chicken 3 increase in the temperature 1 lost 1 pig due to weather and climate related disease 1 lost 10 chicken due to disease being brought about by harsh weather conditions. 3 lost 2 chicken due to disease being brought about by changes in weather conditions 3 lost 6 chicken due to disease being brought about by changes in weather conditions. 2 lost 7 goats due to disease being brought about by changes in weather conditions. 2 have HH been involded in fish production 3666 1 0 1 0 No 3584 1 Yes 82 Sysmiss 1 how much fish was sold last 12 months 82 3585 0 16800000 353243.988 1941866.35 what was total earned from sales 82 3585 0 55200000 3146170.732 6895080.063 name of livestock products produced 618 0 Cow_milk 203 Eggs 257 Honey 3 Meat 36 Other 115 Skins_hides 4 name of livestock products produced (other) 115 0 Animal manure 3 Butter 2 Chicken 2 Cow dug 4 Cow dung 7 Cowdung 7 Dug 4 Fats and oils from pigs 1 Ghee 5 Goats manure 2 Honey 1 Manure 44 None 1 Oils from pig 1 Piggery manure 15 Piglets 2 The products from the cow. Milk and log. 1 chicken 8 cowdung 2 goats' and pigs' dung 2 goats' dung and chicken droppings 1 how many months did HH produced product 618 3049 0 33600 136.809 1938.286 average quantity of product produced per month 618 3049 0 1400000 7077.576 97396.45 average quantity of product produced per month 618 3049 1 5 1 Number 277 2 Kilogram 133 3 Litre 200 4 Jerrycan (5 litres) 1 5 Jerrycan (20 litres) 7 6 Glass of milk (250 ml) 0 Sysmiss 3049 how much product was consumed last 12 months 618 3049 0 700000 3769.78 48701.901 how much product was consumed last 12 months 618 3049 1 5 1 Number 285 2 Kilogram 129 3 Litre 199 4 Jerrycan (5 litres) 1 5 Jerrycan (20 litres) 4 6 Glass of milk (250 ml) 0 Sysmiss 3049 how much product was sold 616 3051 0 7000000 40528.458 492068.123 how much product was sold 618 3049 1 6 1 Number 293 2 Kilogram 123 3 Litre 195 4 Jerrycan (5 litres) 1 5 Jerrycan (20 litres) 4 6 Glass of milk (250 ml) 2 Sysmiss 3049 total value of sales of product 202 3465 0 24864000 1551419.604 4150247.407 how much product was given out 617 3050 0 10000 17.898 402.672 how much product was given out 618 3049 1 6 1 Number 290 2 Kilogram 119 3 Litre 200 4 Jerrycan (5 litres) 3 5 Jerrycan (20 litres) 4 6 Glass of milk (250 ml) 2 Sysmiss 3049 unique HH panel ID 2868 0 3000001 3002868 3001434.5 828.064 Did you or any member of the household eat Maize, maize flour, Teff, wheat flou 2867 1 0 1 0 No 618 1 Yes 2249 Sysmiss 1 Days eaten Cereals: Maize, maize flour,Teff, wheat flour, rice, pasta, bread and 2867 1 0 7 4.881 2.597 0 345 1 105 2 193 3 263 4 184 5 185 6 92 7 1500 Sysmiss 1 Primary source of Cereals: Maize, maize flour, Teff, wheat flour, rice, pasta, b 2522 346 1 7 1 From own production 683 2 Casual labour 20 3 Borrowed 4 4 Gift 17 5 Purchases 631 6 Food Assistance 1159 7 Barter 8 8 Credit/Loan 0 9 Hunting / gathering 0 Sysmiss 346 What is the amount spent in the last 30 days for purchasing on cash/credit for C 2867 1 0 500000 8626.775 24473.849 Did you or any member of the household eat White tubers and roots: Cassava, pota 2867 1 0 1 0 No 1559 1 Yes 1308 Sysmiss 1 Days eaten White tubers and roots: Cassava, potatoes, sweet potatoes, banana pla 2867 1 0 7 2.454 2.638 0 1155 1 186 2 352 3 306 4 181 5 131 6 42 7 514 Sysmiss 1 Primary source of White tubers and roots: Cassava, potatoes, sweet potatoes, ban 1712 1156 1 9 1 From own production 818 2 Casual labour 215 3 Borrowed 23 4 Gift 54 5 Purchases 500 6 Food Assistance 50 7 Barter 47 8 Credit/Loan 1 9 Hunting / gathering 4 Sysmiss 1156 What is the amount spent in the last 30 days for purchasing on cash/credit for W 2867 1 0 518000 4075.502 17182.099 Did you or any member of the household eat Pulses/legumes, seeds & nuts: Bean, p 2867 1 0 1 0 No 513 1 Yes 2354 Sysmiss 1 Days eaten Pulses/legumes, seeds & nuts: Bean, peas, groundnuts, cashew nuts, an 2867 1 0 7 4.83 2.369 0 238 1 94 2 218 3 325 4 274 5 319 6 140 7 1259 Sysmiss 1 Primary source of Pulses/legumes, seeds & nuts: Bean, peas, groundnuts, cashew n 2629 239 1 9 1 From own production 778 2 Casual labour 23 3 Borrowed 9 4 Gift 16 5 Purchases 691 6 Food Assistance 1092 7 Barter 17 8 Credit/Loan 0 9 Hunting / gathering 3 Sysmiss 239 What is the amount spent in the last 30 days for purchasing on cash/credit for P 2867 1 0 300000 6153.255 17130.167 Did you or any member of the household eat Orange Vegetables (vitamin A rich): c 2867 1 0 1 0 No 2751 1 Yes 116 Sysmiss 1 Days eaten Orange Vegetables (vitamin A rich): carrot, pumpkin, orange sweet po 2867 1 0 7 0.163 0.785 0 2674 1 77 2 61 3 27 4 2 6 2 7 24 Sysmiss 1 Primary source of Orange Vegetables (vitamin A rich): carrot, pumpkin, orange sw 193 2675 1 9 1 From own production 52 2 Casual labour 13 3 Borrowed 7 4 Gift 17 5 Purchases 81 6 Food Assistance 18 7 Barter 2 8 Credit/Loan 0 9 Hunting / gathering 3 Sysmiss 2675 What is the amount spent in the last 30 days for purchasing on cash/credit for O 2867 1 0 70000 247.622 2294.474 Did you or any member of the household eat Green leafy vegetables (iron rich): s 2867 1 0 1 0 No 1495 1 Yes 1372 Sysmiss 1 Days eaten Green leafy vegetables (iron rich): spinach, cassava leaves, Sukuma w 2867 1 0 7 2.332 2.378 0 1063 1 187 2 439 3 383 4 215 5 186 6 76 7 318 Sysmiss 1 Primary source of Green leafy vegetables (iron rich): spinach, cassava leaves, S 1804 1064 1 9 1 From own production 550 2 Casual labour 67 3 Borrowed 78 4 Gift 123 5 Purchases 366 6 Food Assistance 51 7 Barter 77 8 Credit/Loan 0 9 Hunting / gathering 492 Sysmiss 1064 What is the amount spent in the last 30 days for purchasing on cash/credit for G 2867 1 0 150000 1129.52 5123.754 Did you or any member of the household eat Other vegetables: tomatoes, onions, c 2867 1 0 1 0 No 1158 1 Yes 1709 Sysmiss 1 Days eaten Other vegetables: tomatoes, onions, cucumber, green beans, peas, let 2867 1 0 7 3.501 2.881 0 874 1 92 2 215 3 283 4 207 5 224 6 86 7 886 Sysmiss 1 Primary source of Other vegetables: tomatoes, onions, cucumber, green beans, pea 1993 875 1 9 1 From own production 63 2 Casual labour 18 3 Borrowed 5 4 Gift 33 5 Purchases 1793 6 Food Assistance 37 7 Barter 41 8 Credit/Loan 0 9 Hunting / gathering 3 Sysmiss 875 What is the amount spent in the last 30 days for purchasing on cash/credit for O 2867 1 0 180000 5120.303 9920.725 Did you or any member of the household eat Orange fruits (vitamin A rich): mango 2867 1 0 1 0 No 2085 1 Yes 782 Sysmiss 1 2867 1 0 7 1.346 2.225 0 1825 1 177 2 251 3 164 4 86 5 78 6 47 7 239 Sysmiss 1 Primary source of Orange fruits (vitamin A rich): mango, papaya, 1042 1826 1 9 1 From own production 284 2 Casual labour 25 3 Borrowed 60 4 Gift 146 5 Purchases 224 6 Food Assistance 23 7 Barter 105 8 Credit/Loan 0 9 Hunting / gathering 175 Sysmiss 1826 What is the amount spent in the last 30 days for purchasing on cash/credit for O 2866 2 0 35000 487.657 2480.778 What is the amount spent in the last 30 days for purchasing on cash/credit for O 2867 1 0 1 0 No 2454 1 Yes 413 Sysmiss 1 Days eaten Other fruits : banana, apple, lemon etc IN THE PAST 7 DAYS 2867 1 0 7 0.648 1.568 0 2284 1 116 2 175 3 106 4 46 5 33 6 25 7 82 Sysmiss 1 Primary source of Other fruits : banana, apple, lemon etc 583 2285 1 9 1 From own production 266 2 Casual labour 65 3 Borrowed 2 4 Gift 36 5 Purchases 192 6 Food Assistance 9 7 Barter 3 8 Credit/Loan 1 9 Hunting / gathering 9 Sysmiss 2285 What is the amount spent in the last 30 days for purchasing on cash/credit for O 2867 1 0 300000 1318.232 8648.714 Did you or any member of the household eat Beef, goat, pork, chicken, termites, 2867 1 0 1 0 No 2553 1 Yes 314 Sysmiss 1 2867 1 0 7 0.355 0.798 0 2230 1 377 2 183 3 58 4 7 5 6 7 6 Sysmiss 1 Primary source of Beef, goat, pork, chicken, termites, donkey or camel meat 637 2231 1 9 1 From own production 33 2 Casual labour 1 3 Borrowed 1 4 Gift 8 5 Purchases 571 6 Food Assistance 5 7 Barter 1 8 Credit/Loan 0 9 Hunting / gathering 17 Sysmiss 2231 What is the amount spent in the last 30 days for purchasing on cash/credit for 2867 1 0 1000000 8250.963 26100.275 Did you or any member of the household eat Liver, kidney, heart and other organ 2867 1 0 1 0 No 2836 1 Yes 31 Sysmiss 1 Days eaten Liver, kidney, heart and other organ meats 2867 1 0 3 0.0199 0.183 0 2827 1 26 2 11 3 3 Sysmiss 1 Primary source of Liver, kidney, heart and other organ meats 40 2828 1 9 1 From own production 2 2 Casual labour 1 3 Borrowed 0 4 Gift 0 5 Purchases 34 6 Food Assistance 0 7 Barter 1 8 Credit/Loan 0 9 Hunting / gathering 2 Sysmiss 2828 What is the amount spent in the last 30 days for purchasing on cash/credit for L 2867 1 0 60000 294.352 2542.403 Did you or any member of the household eat Fish 2867 1 0 1 0 No 2200 1 Yes 667 Sysmiss 1 Days eaten Fish 2867 1 0 7 0.97 1.525 0 1707 1 372 2 390 3 192 4 97 5 38 6 21 7 50 Sysmiss 1 Primary source of Fish 1160 1708 1 9 1 From own production 23 2 Casual labour 4 3 Borrowed 2 4 Gift 13 5 Purchases 1043 6 Food Assistance 13 7 Barter 42 8 Credit/Loan 1 9 Hunting / gathering 19 Sysmiss 1708 What is the amount spent in the last 30 days for purchasing on cash/credit for F 2867 1 0 300000 4523.795 13833.805 Did you or any member of the household eat Eggs 2867 1 0 1 0 No 2762 1 Yes 105 Sysmiss 1 Days eaten Eggs 2867 1 0 7 0.128 0.578 0 2672 1 93 2 67 3 20 4 6 5 3 7 6 Sysmiss 1 Primary source of Eggs 195 2673 1 5 1 From own production 75 2 Casual labour 1 3 Borrowed 2 4 Gift 7 5 Purchases 110 6 Food Assistance 0 7 Barter 0 8 Credit/Loan 0 9 Hunting / gathering 0 Sysmiss 2673 What is the amount spent in the last 30 days for purchasing on cash/credit for E 2867 1 0 50000 304.608 2015.513 Did you or any member of the household eat Milk, mala, yoghurt, cheese 2867 1 0 1 0 No 2425 1 Yes 442 Sysmiss 1 Days eaten Milk, mala, yoghurt, cheese 2867 1 0 7 0.945 2.145 0 2259 1 93 2 111 3 66 4 38 5 23 6 11 7 266 Sysmiss 1 Primary source of Milk, mala, yoghurt, cheese 608 2260 1 8 1 From own production 101 2 Casual labour 5 3 Borrowed 2 4 Gift 8 5 Purchases 483 6 Food Assistance 6 7 Barter 2 8 Credit/Loan 1 9 Hunting / gathering 0 Sysmiss 2260 What is the amount spent in the last 30 days for purchasing on cash/credit for M 2867 1 0 150000 2641.298 8242.992 Did you or any member of the household eat Sugar and sugar products 2867 1 0 1 0 No 2087 1 Yes 780 Sysmiss 1 Days eaten Sugar and sugar products 2867 1 0 7 1.637 2.576 0 1858 1 79 2 162 3 132 4 115 5 95 6 23 7 403 Sysmiss 1 Primary source of Sugar and sugar products 1009 1859 1 9 1 From own production 2 2 Casual labour 0 3 Borrowed 5 4 Gift 11 5 Purchases 960 6 Food Assistance 25 7 Barter 5 8 Credit/Loan 0 9 Hunting / gathering 1 Sysmiss 1859 What is the amount spent in the last 30 days for purchasing on cash/credit for S 2867 1 0 200000 3717.496 9416.676 Did you or any member of the household eat Oils, fat and butter 2867 1 0 1 0 No 899 1 Yes 1968 Sysmiss 1 Days eaten Oils, fat and butter 2867 1 0 7 4.272 2.833 0 594 1 93 2 215 3 245 4 194 5 189 6 89 7 1248 Sysmiss 1 Primary source of Oils, fat and butter 2273 595 1 7 1 From own production 16 2 Casual labour 3 3 Borrowed 7 4 Gift 5 5 Purchases 1155 6 Food Assistance 1065 7 Barter 22 8 Credit/Loan 0 9 Hunting / gathering 0 Sysmiss 595 What is the amount spent in the last 30 days for purchasing on cash/credit for O 2867 1 0 82000 3038.159 5959.786 Did you or any member of the household eat Condiments/alcohol 2867 1 0 1 0 No 141 1 Yes 2726 Sysmiss 1 Days eaten Condiments/alcohol 2867 1 0 7 6.498 1.614 0 124 1 20 2 19 3 20 4 34 5 58 6 59 7 2533 Sysmiss 1 Primary source of Condiments/alcohol 2743 125 1 9 1 From own production 8 2 Casual labour 3 3 Borrowed 13 4 Gift 8 5 Purchases 1724 6 Food Assistance 971 7 Barter 14 8 Credit/Loan 1 9 Hunting / gathering 1 Sysmiss 125 What is the amount spent in the last 30 days for purchasing on cash/credit for C 2867 1 0 600000 2818.573 13487.788 Rely on less preferred and less expensive foods 2867 1 0 7 3.464 2.883 0 781 1 207 2 315 3 254 4 142 5 158 6 95 7 915 Sysmiss 1 Borrow food, or rely on help from a friend or relative? 2867 1 0 7 0.884 1.525 0 1836 1 333 2 344 3 156 4 64 5 64 6 20 7 50 Sysmiss 1 Limit portion size at mealtimes? 2867 1 0 7 2.002 2.569 0 1423 1 209 2 337 3 209 4 120 5 97 6 39 7 433 Sysmiss 1 Restrict consumption by adults in order for small children to eat?(number of days) 2867 1 0 7 0.829 1.782 0 2133 1 172 2 206 3 109 4 53 5 41 6 21 7 132 Sysmiss 1 Reduce number of meals eaten in a day?(number of days) 2867 1 0 7 2.114 2.669 0 1417 1 217 2 284 3 190 4 106 5 114 6 60 7 479 Sysmiss 1 unique HH panel ID 2868 0 3000001 3002868 3001434.5 828.064 Are there any members of your household that belong to, participate, or is anyho 2867 0 0 1542 0 1 1 0 10 1 0 5 6 1 0 8 1 0 9 2 1 20 1 10 2 1 2 4 1 2 10 2 1 2 3 10 1 1 2 3 4 5 10 1 1 2 4 5 1 1 2 4 5 10 1 1 2 4 9 10 1 1 2 5 12 1 2 5 9 1 1 2 9 10 1 1 3 4 5 1 1 4 10 1 1 4 5 5 1 4 5 10 2 1 5 21 1 5 10 4 1 9 2 10 69 2 170 2 10 7 2 3 3 2 3 5 3 2 4 3 2 4 10 1 2 4 5 13 2 4 5 9 2 2 4 7 1 2 5 230 2 5 10 7 2 5 6 6 2 5 7 1 2 5 8 4 2 5 9 6 2 6 3 2 7 1 2 8 9 10 1 2 9 2 2 9 10 1 3 2 3 5 2 4 35 4 10 5 4 5 20 4 5 10 4 4 5 6 1 4 6 2 5 510 5 10 29 5 6 7 5 6 10 1 5 7 1 5 9 10 5 9 10 5 6 20 7 10 1 8 8 9 19 9 10 20 dumy if netwrok is none 2867 1 0 1 0 No 1319 1 Yes 1548 Sysmiss 1 dumy if netwrok is Community based organizations 2867 1 0 1 0 No 2783 1 Yes 84 Sysmiss 1 dumy if netwrok is Self Help Group 2867 1 0 1 0 No 2377 1 Yes 490 Sysmiss 1 dumy if netwrok is Cooperative society 2867 1 0 1 0 No 2854 1 Yes 13 Sysmiss 1 dumy if netwrok is Farmers' association 2867 1 0 1 0 No 2767 1 Yes 100 Sysmiss 1 dumy if netwrok is Savings Group [VICOBA, Merry-go round 2867 1 0 1 0 No 1955 1 Yes 912 Sysmiss 1 dumy if netwrok is Farmer field schools 2867 1 0 1 0 No 2826 1 Yes 41 Sysmiss 1 dumy if netwrok is Marketing Association 2867 1 0 1 0 No 2862 1 Yes 5 Sysmiss 1 dumy if netwrok is Water Users Association 2867 1 0 1 0 No 2853 1 Yes 14 Sysmiss 1 dumy if netwrok is Youth Group 2867 1 0 1 0 No 2794 1 Yes 73 Sysmiss 1 dumy if netwrok is Church/Mosque group [not just attendance to these 2867 1 0 1 0 No 2699 1 Yes 168 Sysmiss 1 Did ANYONE in this household receive training in any of the following topics in 2867 0 0 2328 0 1 4 0 1 3 1 0 1 4 1 0 2 1 0 4 6 1 0 4 9 1 0 6 4 0 7 1 0 8 1 1 22 1 10 2 1 2 2 1 2 3 4 1 1 2 3 4 5 6 7 8 9 1 1 2 3 4 5 6 7 8 9 10 4 1 2 3 4 5 6 9 10 2 1 2 3 4 7 8 9 10 1 1 2 4 5 1 1 2 4 5 6 1 1 2 5 2 1 2 6 1 1 3 4 1 3 4 2 1 3 4 5 9 1 1 3 4 6 2 1 3 4 9 1 1 3 5 1 1 3 5 6 1 1 3 5 6 7 1 1 3 6 2 1 4 3 1 4 5 1 1 4 5 6 6 1 4 5 6 7 8 1 1 4 5 6 7 8 9 1 1 4 5 6 7 9 1 1 4 5 6 8 2 1 4 5 7 1 1 4 6 5 1 4 6 9 10 1 1 4 8 1 1 4 9 10 3 1 5 6 1 5 6 1 1 5 6 9 1 1 6 5 1 6 10 1 1 7 3 1 9 1 1 9 10 1 2 4 2 3 4 2 2 3 4 5 2 2 3 4 8 1 2 3 5 6 1 2 4 2 2 4 5 1 2 4 5 9 1 2 7 1 3 75 3 4 7 3 4 10 1 3 4 5 3 3 4 5 6 7 9 2 3 4 5 7 1 3 4 6 3 3 4 6 10 1 3 4 6 9 1 3 4 7 2 3 4 9 1 3 5 2 3 5 6 1 3 5 7 8 9 1 3 6 7 3 6 7 1 3 7 7 3 9 10 1 4 79 4 10 1 4 5 15 4 5 6 8 4 5 6 7 2 4 5 6 7 9 1 4 5 7 1 4 5 7 8 1 4 5 9 1 4 6 19 4 6 10 1 4 6 7 7 4 6 7 8 2 4 6 7 9 1 4 6 8 4 4 6 9 1 4 6 9 10 1 4 7 10 4 8 4 4 9 1 4 9 10 2 5 15 5 6 6 5 7 9 1 5 8 1 6 33 6 7 1 6 7 9 1 6 9 1 7 45 7 8 2 7 9 2 8 8 8 10 1 8 9 10 1 9 6 9 10 6 dummy if training is none 2867 1 0 1 0 No 524 1 Yes 2343 Sysmiss 1 2867 1 0 1 0 No 2761 1 Yes 106 Sysmiss 1 dummy if training is Use and access to climate and weather information 2867 1 0 1 0 No 2835 1 Yes 32 Sysmiss 1 dummy if training is Management of Natural resources (water, pasture, forests e 2867 1 0 1 0 No 2719 1 Yes 148 Sysmiss 1 dummy if training is Good agricultural practices (Soil fertility, Crop and seed 2867 1 0 1 0 No 2628 1 Yes 239 Sysmiss 1 dummy if training is Climate Smart Agriculture (water conservation/harvesting, 2867 1 0 1 0 No 2764 1 Yes 103 Sysmiss 1 dummy if training is Crop pest and disease control and food safety (use of pest 2867 1 0 1 0 No 2716 1 Yes 151 Sysmiss 1 dummy if training is Business and marketing skills 2867 1 0 1 0 No 2760 1 Yes 107 Sysmiss 1 dummy if training is Agribusiness and value addition 2867 1 0 1 0 No 2829 1 Yes 38 Sysmiss 1 dummy if training is Livestock management (feeding, management) 2867 1 0 1 0 No 2814 1 Yes 53 Sysmiss 1 2867 1 0 1 0 No 2836 1 Yes 31 Sysmiss 1 Did ANYONE in this household participate in any of the following training forums 2867 0 0 2183 0 1 1 0 1 2 1 0 2 1 0 4 1 0 4 6 1 0 6 4 1 90 1 2 4 1 2 3 4 5 6 1 1 2 4 1 1 2 4 5 6 2 1 3 4 1 1 4 8 1 4 5 1 1 4 6 3 1 4 7 1 1 5 1 1 6 4 1 7 1 2 13 2 4 1 2 4 5 1 2 4 6 6 2 4 6 7 1 2 6 3 3 4 3 4 10 3 4 6 4 3 5 6 1 3 6 3 4 240 4 5 3 4 5 6 4 4 5 6 7 1 4 6 106 4 7 2 5 28 5 6 4 5 6 7 1 6 115 6 7 4 7 2 dummy if training forum is none 2867 1 0 1 0 No 675 1 Yes 2192 Sysmiss 1 dummy if training forum is Training sessions by Government extension workers 2867 1 0 1 0 No 2747 1 Yes 120 Sysmiss 1 dummy if training forum is Courses at Agricultural Training Centers 2867 1 0 1 0 No 2832 1 Yes 35 Sysmiss 1 dummy if training forum is Water user or catchment area associations 2867 1 0 1 0 No 2843 1 Yes 24 Sysmiss 1 dummy if training forum is Community meetings (organized by church/village chief 2867 1 0 1 0 No 2468 1 Yes 399 Sysmiss 1 dummy if training forum is Farmer Field Schools (FFS) approaches 2867 1 0 1 0 No 2819 1 Yes 48 Sysmiss 1 dummy if training forum is Village Savings and Loan Association (VSLA) 2867 1 0 1 0 No 2599 1 Yes 268 Sysmiss 1 dummy if training forum is Advice by Community Based Animal Health Worker 2867 1 0 1 0 No 2854 1 Yes 13 Sysmiss 1 unique HH panel ID 2868 0 3000001 3002868 3001434.5 828.064 Did your household implement any of the following [Crop Production] adaptation m 2867 0 0 1171 0 1 2 3 4 13 1 0 1 2 3 4 5 6 7 8 9 10 1 0 1 2 4 9 1 0 2 1 0 2 3 6 7 8 1 0 2 4 7 1 0 3 1 0 3 4 7 1 0 3 7 1 0 4 7 1 0 7 2 0 9 1 1 12 1 10 1 1 2 5 1 2 10 13 1 1 2 11 2 1 2 3 1 1 2 3 10 2 1 2 3 4 10 11 1 1 2 3 4 5 2 1 2 3 4 5 10 1 1 2 3 4 5 6 7 3 1 2 3 4 5 6 7 10 1 1 2 3 4 5 6 7 8 1 1 2 3 4 5 6 7 8 10 11 3 1 2 3 4 5 6 7 8 9 10 11 1 1 2 3 4 5 6 7 8 9 10 11 12 1 1 2 3 4 5 6 7 8 9 10 11 12 13 2 1 2 3 4 5 6 7 8 9 10 12 1 1 2 3 4 5 6 7 9 1 1 2 3 4 5 6 7 9 10 11 13 1 1 2 3 4 5 7 3 1 2 3 4 5 7 10 11 1 1 2 3 4 5 7 8 10 11 1 1 2 3 4 5 7 8 12 1 1 2 3 4 5 7 8 13 1 1 2 3 4 5 7 9 1 1 2 3 4 6 1 1 2 3 4 6 7 2 1 2 3 4 7 8 1 2 3 4 7 11 13 1 1 2 3 4 7 12 1 1 2 3 4 7 13 1 1 2 3 4 7 8 1 1 2 3 4 7 8 9 1 1 2 3 4 7 9 12 1 1 2 3 4 8 1 1 2 3 4 8 10 13 1 1 2 3 4 8 13 1 1 2 3 4 8 9 1 1 2 3 5 2 1 2 3 5 12 1 1 2 3 5 6 7 1 1 2 3 5 6 7 10 11 1 1 2 3 5 6 7 8 3 1 2 3 5 6 7 8 10 11 2 1 2 3 5 6 7 8 9 11 1 1 2 3 5 7 5 1 2 3 5 7 8 3 1 2 3 5 7 8 10 11 1 1 2 3 5 7 8 10 13 1 1 2 3 6 13 1 1 2 3 6 7 3 1 2 3 6 7 10 1 1 2 3 6 7 9 10 11 1 1 2 3 7 5 1 2 3 7 10 13 1 1 2 3 7 11 1 1 2 3 8 1 1 2 4 11 1 2 4 10 4 1 2 4 11 1 1 2 4 13 2 1 2 4 5 1 1 2 4 5 10 12 1 1 2 4 5 6 10 1 1 2 4 5 6 7 10 11 2 1 2 4 5 7 9 1 2 4 5 7 10 11 1 1 2 4 5 7 11 1 1 2 4 5 7 12 1 1 2 4 5 7 13 1 1 2 4 5 7 8 9 12 1 1 2 4 5 7 9 12 1 1 2 4 5 7 9 13 1 1 2 4 5 9 10 12 1 1 2 4 6 7 2 1 2 4 6 7 10 11 1 1 2 4 6 7 12 13 1 1 2 4 6 7 9 12 1 1 2 4 7 13 1 2 4 7 10 1 1 2 4 7 10 11 1 1 2 4 7 10 13 1 1 2 4 7 13 2 1 2 4 7 8 10 1 1 2 4 7 8 10 11 1 1 2 4 7 8 11 1 1 2 4 7 8 12 1 1 2 5 4 1 2 5 10 1 1 2 5 6 1 1 2 5 6 13 1 1 2 5 6 7 1 1 2 5 6 7 10 11 1 1 2 5 7 3 1 2 5 7 8 2 1 2 6 1 1 2 7 19 1 2 7 10 1 1 2 7 10 11 1 1 2 7 11 1 1 2 7 13 1 1 2 7 8 2 1 2 7 9 1 1 2 7 9 10 1 1 2 8 11 1 1 2 9 1 1 3 2 1 3 4 4 1 3 4 5 3 1 3 4 5 6 7 2 1 3 4 5 6 7 8 10 11 1 1 3 4 5 9 1 1 3 4 6 7 1 1 3 4 7 1 1 3 5 6 7 8 10 1 1 3 5 7 1 1 3 5 7 8 1 1 3 6 1 1 3 6 10 1 1 3 6 7 1 1 3 7 5 1 4 7 1 4 10 1 1 4 10 11 1 1 4 11 1 1 4 5 3 1 4 5 6 1 1 4 5 7 1 1 4 5 7 10 11 1 1 4 5 7 10 12 1 1 4 5 7 12 1 1 4 5 7 9 10 1 1 4 6 12 1 1 4 6 7 4 1 4 6 7 12 1 1 4 7 15 1 4 7 10 11 1 1 4 7 12 1 1 4 8 10 11 12 1 1 5 2 1 5 6 7 1 1 5 7 1 1 5 7 10 11 1 1 5 7 11 1 1 5 7 12 1 1 5 7 13 1 1 5 9 10 1 1 7 11 1 7 10 2 1 7 10 11 1 1 7 11 1 1 7 13 2 1 9 10 1 10 3 10 11 2 11 6 2 91 2 10 1 2 10 11 2 2 10 13 1 2 11 22 2 13 1 2 3 23 2 3 10 11 2 2 3 11 8 2 3 13 1 2 3 4 4 2 3 4 10 13 1 2 3 4 13 3 2 3 4 5 6 2 3 4 5 11 1 2 3 4 5 13 4 2 3 4 5 6 2 2 3 4 5 6 11 12 1 2 3 4 5 6 13 1 2 3 4 5 6 7 9 2 3 4 5 6 7 10 13 1 2 3 4 5 6 7 11 13 1 2 3 4 5 6 7 13 4 2 3 4 5 6 7 8 2 2 3 4 5 6 7 8 10 1 2 3 4 5 6 7 8 10 11 1 2 3 4 5 6 7 8 10 11 12 3 2 3 4 5 6 7 8 9 2 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 11 3 2 3 4 5 6 7 8 9 10 11 12 1 2 3 4 5 6 7 8 9 11 1 2 3 4 5 6 7 9 10 11 1 2 3 4 5 6 8 10 11 1 2 3 4 5 7 10 2 3 4 5 7 10 13 1 2 3 4 5 7 11 2 2 3 4 5 7 12 1 2 3 4 5 7 13 3 2 3 4 5 7 8 1 2 3 4 5 8 10 2 2 3 4 5 8 10 12 1 2 3 4 5 8 11 13 1 2 3 4 5 8 13 1 2 3 4 5 9 1 2 3 4 5 9 10 11 2 2 3 4 6 2 2 3 4 6 7 4 2 3 4 6 7 13 1 2 3 4 6 7 8 10 11 2 2 3 4 6 7 8 9 1 2 3 4 6 7 8 9 10 11 1 2 3 4 7 19 2 3 4 7 11 1 2 3 4 8 9 10 1 2 3 4 9 13 1 2 3 5 8 2 3 5 10 1 2 3 5 11 2 2 3 5 13 2 2 3 5 6 1 2 3 5 6 13 1 2 3 5 6 7 6 2 3 5 6 7 8 6 2 3 5 6 7 8 10 11 12 1 2 3 5 6 8 1 2 3 5 6 8 11 1 2 3 5 6 9 10 1 2 3 5 7 6 2 3 5 7 10 1 2 3 5 7 10 12 1 2 3 5 7 12 1 2 3 5 7 12 13 1 2 3 5 7 13 2 2 3 5 7 8 13 2 3 5 8 10 12 1 2 3 5 9 1 2 3 6 1 2 3 6 10 1 2 3 6 11 1 2 3 6 7 13 2 2 3 6 7 8 1 2 3 6 7 8 10 11 1 2 3 6 8 10 11 1 2 3 7 19 2 3 7 10 1 2 3 7 10 11 12 1 2 3 7 11 1 2 3 7 11 13 1 2 3 7 13 4 2 3 7 8 2 2 3 7 8 10 11 12 1 2 3 7 9 10 13 1 2 4 42 2 4 10 7 2 4 10 11 1 2 4 11 6 2 4 13 2 2 4 5 3 2 4 5 10 11 1 2 4 5 11 1 2 4 5 6 2 2 4 5 6 7 6 2 4 5 6 7 8 1 2 4 5 6 7 8 10 11 1 2 4 5 6 7 8 10 11 12 1 2 4 5 6 7 9 10 13 1 2 4 5 6 8 1 2 4 5 7 8 2 4 5 7 10 11 2 2 4 5 7 11 2 2 4 5 7 13 1 2 4 5 7 8 3 2 4 5 7 8 9 13 1 2 4 5 8 1 2 4 6 4 2 4 6 7 9 2 4 6 7 8 9 13 1 2 4 7 79 2 4 7 10 3 2 4 7 10 11 2 2 4 7 11 4 2 4 7 13 1 2 4 7 8 1 2 4 8 1 2 4 8 11 1 2 4 8 13 1 2 4 9 1 2 5 9 2 5 11 1 2 5 13 3 2 5 6 4 2 5 6 10 1 2 5 6 13 1 2 5 6 7 7 2 5 6 7 13 1 2 5 6 7 8 10 11 2 2 5 7 16 2 5 7 10 1 2 5 7 8 15 2 5 8 2 2 5 9 1 2 6 5 2 6 10 1 2 6 11 4 2 6 7 12 2 6 7 10 1 2 6 7 10 11 1 2 6 7 10 11 12 1 2 6 7 11 1 2 6 7 13 1 2 6 8 1 2 6 8 11 1 2 6 9 13 1 2 7 108 2 7 10 4 2 7 10 13 1 2 7 11 10 2 7 11 13 1 2 7 12 1 2 7 13 7 2 7 8 3 2 7 9 10 12 1 2 7 9 10 13 1 2 8 2 2 8 11 2 2 8 11 13 1 2 8 12 1 2 9 2 3 31 3 10 1 3 10 11 1 3 11 4 3 12 1 3 4 4 3 4 10 1 3 4 11 1 3 4 5 2 3 4 5 10 11 1 3 4 5 11 1 3 4 5 6 7 5 3 4 5 6 7 13 1 3 4 5 6 7 8 2 3 4 5 7 4 3 4 5 7 12 1 3 4 5 7 13 2 3 4 5 7 8 11 1 3 4 5 8 13 1 3 4 5 9 1 3 4 6 7 3 3 4 6 7 11 1 3 4 6 7 13 2 3 4 7 24 3 4 7 10 2 3 4 7 13 7 3 4 7 9 1 3 5 7 3 5 10 11 1 3 5 11 1 3 5 13 1 3 5 6 1 3 5 6 7 1 3 5 6 7 10 11 1 3 5 6 7 11 1 3 5 6 7 9 1 3 5 6 8 1 3 5 7 9 3 5 7 10 3 3 5 7 12 1 3 5 7 13 1 3 5 7 8 3 3 5 7 9 11 1 3 5 8 1 3 5 8 13 1 3 5 9 2 3 6 4 3 6 10 1 3 6 7 2 3 6 8 2 3 6 9 1 3 7 46 3 7 10 3 3 7 11 2 3 7 13 2 3 7 8 5 3 7 9 1 4 37 4 10 5 4 10 11 2 4 11 2 4 5 5 4 5 11 2 4 5 6 7 7 4 5 7 34 4 5 7 11 1 4 5 8 1 4 6 7 3 4 6 7 11 1 4 6 7 8 1 4 7 39 4 7 10 3 4 7 10 11 1 4 7 12 1 4 7 13 2 4 7 8 1 4 7 8 11 1 4 8 2 5 16 5 11 1 5 6 4 5 6 11 1 5 6 7 9 5 6 7 10 1 5 6 7 12 1 5 6 8 1 5 7 16 5 7 10 2 5 7 10 11 1 5 7 12 1 5 7 8 4 5 8 1 5 8 11 1 5 9 10 11 1 6 2 6 12 1 6 7 8 6 7 10 11 1 6 7 8 2 7 94 7 10 2 7 10 13 1 7 11 2 7 13 2 7 8 9 7 9 1 7 9 10 1 7 9 13 1 9 2 dummy if training forum is none 2867 1 0 1 0 No 1683 1 Yes 1184 Sysmiss 1 dummy if training forum is Using high quality seeds/planting materials of adapte 2867 1 0 1 0 No 2550 1 Yes 317 Sysmiss 1 dummy if training forum is Crop diversification 2867 1 0 1 0 No 1852 1 Yes 1015 Sysmiss 1 dummy if training forum is Organic crop farming 2867 1 0 1 0 No 2291 1 Yes 576 Sysmiss 1 dummy if training forum is Modification of cropping calendar 2867 1 0 1 0 No 2155 1 Yes 712 Sysmiss 1 dummy if training forum is CA practice – Mulching (covering the soil with crop r 2867 1 0 1 0 No 2353 1 Yes 514 Sysmiss 1 dummy if training forum is CA practice - Cover cropping/ green manuring 2867 1 0 1 0 No 2585 1 Yes 282 Sysmiss 1 dummy if training forum is CA practice - Crop rotations and associations (interc 2867 1 0 1 0 No 1780 1 Yes 1087 Sysmiss 1 dummy if training forum is CA practice - Minimum tillage / Minimum soil disturba 2867 1 0 1 0 No 2680 1 Yes 187 Sysmiss 1 dummy if training forum is Water and irrigation management measures (introductio 2867 1 0 1 0 No 2796 1 Yes 71 Sysmiss 1 dummy if training forum is Integrated Pest and Disease Management (IPDM) 2867 1 0 1 0 No 2684 1 Yes 183 Sysmiss 1 dummy if training forum is Integrated Weed management 2867 1 0 1 0 No 2665 1 Yes 202 Sysmiss 1 dummy if training forum is Nutrient and soil management practices that reduce fe 2867 1 0 1 0 No 2818 1 Yes 49 Sysmiss 1 dummy if training forum is Agroforestry – Nitrogen fixing and shade trees (tree 2867 1 0 1 0 No 2751 1 Yes 116 Sysmiss 1 Did your household implement any of the following [Livestock Production] adaptat 2867 0 0 2429 0 1 1 0 2 8 1 0 4 2 0 4 5 6 1 0 5 3 0 6 8 1 0 7 2 0 8 1 1 22 1 2 1 1 2 4 5 2 1 2 4 5 6 7 2 1 2 4 6 1 1 2 4 6 7 1 1 2 4 7 1 1 2 5 7 1 1 3 4 5 1 1 3 4 5 6 1 1 3 4 5 6 7 1 1 3 4 5 6 7 8 1 1 3 4 6 7 8 2 1 3 5 1 1 3 6 7 1 1 3 6 7 8 1 1 4 6 1 4 5 4 1 4 5 6 4 1 4 5 6 7 1 1 4 5 6 7 8 1 1 4 5 7 3 1 4 5 8 1 1 4 6 3 1 4 7 2 1 5 4 1 5 6 1 1 5 6 7 3 1 5 6 8 2 1 5 7 2 1 5 7 8 1 1 6 1 1 6 7 1 1 7 4 2 10 2 4 5 1 2 4 5 6 1 2 4 5 6 7 1 2 4 5 7 1 2 5 3 2 5 7 1 2 7 2 3 3 3 4 3 3 4 5 2 3 4 5 6 1 3 5 3 4 56 4 5 31 4 5 6 15 4 5 6 7 8 4 5 6 7 8 1 4 5 7 2 4 5 8 2 4 6 13 4 6 7 2 4 7 10 4 8 4 5 60 5 6 11 5 6 7 7 5 7 19 5 8 2 6 25 6 7 4 6 8 1 7 29 8 8 dummy if training forum is none 2867 1 0 1 0 No 426 1 Yes 2441 Sysmiss 1 dummy if training forum is Improving local livestock genetics through cross-bree 2867 1 0 1 0 No 2782 1 Yes 85 Sysmiss 1 dummy if training forum is Change the type of livestock that you keep e.g do awa 2867 1 0 1 0 No 2837 1 Yes 30 Sysmiss 1 dummy if training forum is Intensification of pasture production to improve qual 2867 1 0 1 0 No 2846 1 Yes 21 Sysmiss 1 dummy if training forum is Rotational grazing 2867 1 0 1 0 No 2672 1 Yes 195 Sysmiss 1 dummy if training forum is Using livestock feed supplements 2867 1 0 1 0 No 2654 1 Yes 213 Sysmiss 1 dummy if training forum is Enhanced animal health management (increase in the em 2867 1 0 1 0 No 2747 1 Yes 120 Sysmiss 1 dummy if training forum is Infrastructure adaptation measures (e.g. improved hou 2867 1 0 1 0 No 2749 1 Yes 118 Sysmiss 1 dummy if training forum is Planting of fodder trees and legumes 2867 1 0 1 0 No 2837 1 Yes 30 Sysmiss 1 Did your household implement any of the following [Fisheries and Aqua Culture] 2867 0 0 2849 0 1 1 0 2 1 0 4 1 1 8 3 6 4 1 dummy if training forum is none 2867 1 0 1 0 No 15 1 Yes 2852 Sysmiss 1 dummy if training forum is Changing the species/Introducing new species 2867 1 0 1 0 No 2858 1 Yes 9 Sysmiss 1 dummy if training forum is Genetic improvement to enhance resilience 2867 1 0 1 0 No 2866 1 Yes 1 Sysmiss 1 dummy if training forum is Better feed management 2867 1 0 1 0 No 2861 1 Yes 6 Sysmiss 1 dummy if training forum is Use indigenous or non-reproducing stocks to minimize 2867 1 0 1 0 No 2865 1 Yes 2 Sysmiss 1 Did your household implement any of the following [Integrated/Off-farm] adaptat 2867 0 0 2095 0 1 4 0 3 2 0 4 5 6 1 0 5 6 1 0 6 2 0 6 7 1 1 113 1 2 8 1 2 3 2 1 2 3 4 5 6 7 1 1 2 3 4 5 6 7 8 1 1 2 3 4 6 2 1 2 3 5 1 1 2 3 5 6 6 1 2 3 5 6 7 1 1 2 4 5 1 1 2 4 5 7 1 1 2 4 6 1 1 2 5 2 1 2 5 6 1 1 2 6 4 1 3 11 1 3 4 1 1 3 4 5 2 1 3 4 5 6 7 8 2 1 3 4 5 6 8 2 1 3 4 5 7 8 1 1 3 5 3 1 3 5 6 8 1 3 5 6 7 1 1 3 6 11 1 3 6 7 1 1 3 7 2 1 4 8 1 4 6 1 1 5 29 1 5 6 11 1 5 6 8 2 1 5 8 1 1 6 30 1 6 7 2 1 6 8 2 1 7 4 1 8 2 10 1 2 16 2 3 1 2 3 4 5 6 1 2 3 4 5 6 8 1 2 3 4 6 8 1 2 4 5 1 2 4 5 6 3 2 4 5 6 7 2 2 4 5 8 1 2 5 3 2 5 6 6 2 5 6 7 1 2 5 7 1 2 6 9 2 6 7 1 2 6 8 1 3 26 3 4 7 3 4 5 6 3 4 5 6 3 3 4 5 7 1 3 4 5 8 2 3 4 6 2 3 5 12 3 5 6 5 3 6 7 3 6 7 1 3 6 8 1 3 7 2 3 8 3 4 17 4 5 18 4 5 6 6 4 5 6 7 1 4 5 6 7 8 1 4 5 6 8 8 4 5 7 1 4 5 7 8 2 4 5 8 11 4 6 6 4 7 8 1 4 8 1 5 108 5 6 22 5 6 7 3 5 6 8 2 5 7 4 5 8 8 6 102 6 7 1 6 7 8 1 6 8 5 7 13 8 9 dummy if training forum is none 2867 1 0 1 0 No 761 1 Yes 2106 Sysmiss 1 2867 1 0 1 0 No 2581 1 Yes 286 Sysmiss 1 dummy if training forum is Livelihood diversification (e.g. apiculture, aquacult 2867 1 0 1 0 No 2786 1 Yes 81 Sysmiss 1 dummy if training forum is Water harvesting for crops and livestock (off field) 2867 1 0 1 0 No 2724 1 Yes 143 Sysmiss 1 dummy if training forum is Improved post-harvest storage facilities for crop and 2867 1 0 1 0 No 2738 1 Yes 129 Sysmiss 1 dummy if training forum is Farm residue management e.g. use of manure, compostin 2867 1 0 1 0 No 2544 1 Yes 323 Sysmiss 1 dummy if training forum is Use of indigenous/traditional knowledge to manage cli 2867 1 0 1 0 No 2569 1 Yes 298 Sysmiss 1 dummy if training forum is Use of (scientific) meteorological data and informati 2867 1 0 1 0 No 2812 1 Yes 55 Sysmiss 1 2867 1 0 1 0 No 2795 1 Yes 72 Sysmiss 1 dummy if training forum is Taken crop or livestock insurance 2867 1 0 0 0 0 0 2867 Sysmiss 1 dummy if training forum is Other (Specify) 2867 1 0 1 0 No 2866 1 Yes 1 Sysmiss 1 Please Specify this other adaptation strategy 1 0 Casual labouring 1 unique HH panel ID 2868 0 3000001 3002868 3001434.5 828.064 In the last 12 months, have you or any of your household members experienced any 2867 0 0 319 0 10 1 0 2 10 13 1 0 2 6 10 11 12 1 0 2 6 11 2 0 5 1 1 5 1 2 2 1 2 10 11 1 1 2 11 1 1 2 4 1 1 2 4 11 1 1 2 4 5 1 1 2 4 5 10 1 1 2 4 5 11 1 1 2 4 5 6 11 2 1 2 4 5 6 7 8 9 10 11 1 1 2 4 5 6 7 8 9 10 11 12 14 1 1 2 4 5 6 7 8 9 11 12 1 1 2 4 5 6 8 10 11 1 1 2 4 5 8 1 1 2 4 6 1 1 2 4 6 7 8 10 11 12 1 1 2 4 6 7 9 10 12 1 1 2 5 5 1 2 5 11 2 1 2 5 11 13 1 1 2 5 11 14 1 1 2 5 6 3 1 2 5 6 10 11 12 13 1 1 2 5 6 10 11 15 1 1 2 5 6 10 13 1 1 2 5 6 11 1 1 2 5 6 11 13 2 1 2 5 6 11 14 1 1 2 5 6 14 1 1 2 5 6 7 8 10 11 12 1 1 2 5 6 7 8 9 10 1 1 2 5 6 8 2 1 2 5 6 8 10 1 1 2 5 6 8 10 11 2 1 2 5 6 8 10 11 14 1 1 2 5 6 8 11 13 1 1 2 5 6 8 9 10 11 1 1 2 5 6 8 9 10 14 1 1 2 5 7 8 10 1 1 2 5 7 8 9 12 1 1 2 5 8 5 1 2 5 8 10 1 1 2 5 8 9 10 11 12 1 1 2 5 9 11 14 1 1 2 6 3 1 2 6 10 13 1 1 2 6 11 13 1 1 2 6 14 1 1 2 6 7 1 1 2 6 7 10 11 12 14 1 1 2 6 7 8 10 11 1 1 2 6 7 8 9 10 1 1 2 6 7 8 9 10 11 13 1 1 2 6 8 1 1 2 6 8 10 11 3 1 2 6 8 10 11 12 14 1 1 2 6 8 11 1 1 2 6 8 11 14 1 1 2 6 8 14 1 1 2 6 8 9 10 11 2 1 2 8 2 1 2 8 11 1 1 2 8 11 13 1 1 2 8 13 1 1 2 8 9 10 1 1 3 6 1 1 4 5 11 1 1 4 5 6 7 8 9 14 1 1 5 8 1 5 10 4 1 5 11 13 1 1 5 13 1 1 5 6 1 1 5 6 11 1 1 5 6 7 1 1 5 6 7 8 9 11 14 1 1 5 6 8 1 1 5 6 8 13 1 1 5 8 4 1 6 1 1 6 10 11 1 1 6 8 13 1 1 8 10 1 10 135 10 11 2 10 12 1 10 13 1 10 14 3 10 15 3 11 17 11 13 2 11 15 1 12 1 13 5 15 46 2 284 2 10 53 2 10 11 17 2 10 11 12 1 2 10 11 14 2 2 10 11 14 15 1 2 10 12 2 2 10 13 2 2 10 15 2 2 11 115 2 11 12 2 2 11 13 2 2 11 14 1 2 12 5 2 13 2 2 14 4 2 15 9 2 3 5 6 8 10 11 1 2 3 6 2 2 4 8 2 4 10 1 2 4 10 11 12 1 2 4 5 5 2 4 5 10 11 13 1 2 4 5 10 12 13 1 2 4 5 6 2 2 4 5 6 10 11 2 2 4 5 6 7 1 2 4 5 6 7 10 11 1 2 4 5 6 7 12 1 2 4 5 6 7 8 1 2 4 5 6 7 8 10 11 2 2 4 5 6 7 8 10 11 12 2 2 4 5 6 7 8 11 1 2 4 5 6 7 8 9 1 2 4 5 6 8 1 2 4 5 6 8 10 11 11 2 4 5 6 8 10 11 12 1 2 4 5 6 8 10 11 13 1 2 4 5 6 8 9 10 11 1 2 4 5 6 8 9 11 1 2 4 5 6 8 9 14 1 2 4 5 8 1 2 4 5 8 10 8 2 4 5 8 10 11 1 2 4 5 8 10 12 1 2 4 5 8 10 13 1 2 4 5 8 9 10 11 14 1 2 4 5 9 11 1 2 4 6 5 2 4 6 11 1 2 4 6 7 4 2 4 6 7 10 11 12 1 2 4 6 7 11 2 2 4 6 7 8 1 2 4 6 7 8 10 11 1 2 4 6 8 1 2 4 6 8 10 1 2 4 6 8 10 11 10 2 4 7 11 1 2 4 7 12 14 1 2 4 7 14 1 2 4 7 9 11 12 1 2 4 8 11 1 2 4 9 1 2 5 121 2 5 10 26 2 5 10 11 37 2 5 10 11 13 1 2 5 10 11 14 1 2 5 10 13 2 2 5 11 47 2 5 11 12 3 2 5 11 13 2 2 5 11 14 1 2 5 12 1 2 5 13 3 2 5 13 15 1 2 5 14 3 2 5 15 1 2 5 6 43 2 5 6 10 17 2 5 6 10 11 8 2 5 6 10 11 13 1 2 5 6 10 14 1 2 5 6 11 25 2 5 6 11 12 2 2 5 6 11 13 2 2 5 6 11 14 2 2 5 6 11 15 1 2 5 6 12 1 2 5 6 13 2 2 5 6 14 2 2 5 6 15 2 2 5 6 7 5 2 5 6 7 10 7 2 5 6 7 10 11 2 2 5 6 7 10 12 2 2 5 6 7 10 13 1 2 5 6 7 11 6 2 5 6 7 11 12 2 2 5 6 7 11 14 1 2 5 6 7 12 4 2 5 6 7 13 1 2 5 6 7 8 3 2 5 6 7 8 10 11 3 2 5 6 7 8 10 11 12 1 2 5 6 7 8 10 11 14 1 2 5 6 7 8 10 12 1 2 5 6 7 8 11 12 14 1 2 5 6 7 8 11 15 1 2 5 6 7 8 12 4 2 5 6 7 8 12 15 1 2 5 6 7 8 9 3 2 5 6 7 8 9 10 11 12 14 1 2 5 6 7 8 9 11 12 2 2 5 6 7 8 9 12 1 2 5 6 7 8 9 12 14 2 2 5 6 7 9 1 2 5 6 7 9 11 1 2 5 6 7 9 14 1 2 5 6 8 19 2 5 6 8 10 9 2 5 6 8 10 11 9 2 5 6 8 10 11 12 2 2 5 6 8 11 10 2 5 6 8 11 12 2 2 5 6 8 11 13 4 2 5 6 8 11 13 14 1 2 5 6 8 11 14 2 2 5 6 8 13 2 2 5 6 8 14 2 2 5 6 8 15 1 2 5 6 8 9 6 2 5 6 8 9 10 4 2 5 6 8 9 10 11 2 2 5 6 8 9 10 11 14 1 2 5 6 8 9 11 3 2 5 6 8 9 11 12 1 2 5 6 8 9 11 14 1 2 5 6 8 9 12 1 2 5 6 9 6 2 5 6 9 10 1 2 5 6 9 10 11 2 2 5 6 9 11 3 2 5 6 9 11 14 1 2 5 6 9 12 13 1 2 5 6 9 14 1 2 5 7 1 2 5 7 10 2 2 5 7 10 11 4 2 5 7 10 12 1 2 5 7 11 5 2 5 7 11 12 2 2 5 7 8 1 2 5 7 8 10 1 2 5 7 8 10 11 12 14 1 2 5 7 8 10 12 1 2 5 7 8 11 1 2 5 7 8 12 1 2 5 7 8 9 2 2 5 7 8 9 10 12 2 2 5 7 9 11 1 2 5 7 9 14 1 2 5 8 29 2 5 8 10 15 2 5 8 10 11 5 2 5 8 10 11 13 1 2 5 8 11 17 2 5 8 11 13 1 2 5 8 12 1 2 5 8 13 1 2 5 8 15 1 2 5 8 9 5 2 5 8 9 10 2 2 5 8 9 11 5 2 5 8 9 11 12 14 1 2 5 8 9 12 1 2 5 8 9 13 1 2 5 8 9 14 1 2 5 9 2 2 5 9 11 4 2 5 9 11 12 1 2 5 9 14 1 2 6 60 2 6 10 28 2 6 10 11 24 2 6 10 11 14 3 2 6 10 11 15 1 2 6 10 13 2 2 6 10 15 2 2 6 11 75 2 6 11 13 2 2 6 11 14 2 2 6 12 4 2 6 13 15 1 2 6 14 2 2 6 15 2 2 6 7 14 2 6 7 10 5 2 6 7 10 11 8 2 6 7 10 11 12 4 2 6 7 10 11 12 14 1 2 6 7 10 12 2 2 6 7 11 7 2 6 7 11 12 2 2 6 7 12 5 2 6 7 13 1 2 6 7 14 1 2 6 7 15 2 2 6 7 8 2 2 6 7 8 10 1 2 6 7 8 10 11 2 2 6 7 8 10 11 12 2 2 6 7 8 10 11 12 14 2 2 6 7 8 11 3 2 6 7 8 11 14 1 2 6 7 8 12 2 2 6 7 8 9 10 11 14 1 2 6 7 8 9 10 14 1 2 6 7 8 9 11 1 2 6 7 8 9 11 12 1 2 6 7 8 9 11 12 14 1 2 6 7 8 9 12 1 2 6 7 9 2 2 6 7 9 11 12 1 2 6 7 9 12 1 2 6 8 18 2 6 8 10 7 2 6 8 10 11 13 2 6 8 10 11 12 1 2 6 8 10 11 13 1 2 6 8 10 11 14 2 2 6 8 10 12 14 1 2 6 8 10 14 1 2 6 8 11 30 2 6 8 11 12 1 2 6 8 11 13 7 2 6 8 11 13 14 1 2 6 8 11 14 2 2 6 8 12 15 1 2 6 8 9 6 2 6 8 9 10 2 2 6 8 9 10 11 7 2 6 8 9 10 11 12 1 2 6 8 9 10 11 14 1 2 6 8 9 10 14 1 2 6 8 9 11 5 2 6 8 9 11 14 1 2 6 9 1 2 6 9 10 3 2 6 9 11 2 2 6 9 13 14 1 2 6 9 13 15 1 2 7 9 2 7 10 2 2 7 11 10 2 7 11 12 1 2 7 11 14 1 2 7 12 5 2 7 15 4 2 7 8 2 2 7 8 10 12 1 2 7 8 11 2 2 7 8 11 12 2 2 7 8 12 2 2 7 8 9 1 2 8 44 2 8 10 15 2 8 10 11 3 2 8 10 12 1 2 8 10 14 1 2 8 10 15 1 2 8 11 25 2 8 11 12 1 2 8 11 14 1 2 8 14 1 2 8 15 4 2 8 9 13 2 8 9 10 10 2 8 9 10 11 1 2 8 9 10 14 2 2 8 9 11 2 2 9 2 2 9 10 2 2 9 10 14 1 2 9 11 2 2 9 15 1 4 2 4 5 7 4 5 6 2 4 5 6 11 1 4 5 6 9 10 1 4 5 8 3 4 5 8 10 1 4 6 11 1 4 6 8 11 1 5 71 5 10 30 5 10 11 2 5 10 15 1 5 11 9 5 11 12 13 1 5 11 12 14 1 5 11 13 1 5 12 1 5 12 13 1 5 13 3 5 13 15 1 5 14 1 5 15 24 5 6 4 5 6 10 11 13 1 5 6 11 4 5 6 11 12 13 14 1 5 6 15 1 5 6 7 11 12 1 5 6 7 8 10 11 12 1 5 6 7 8 9 10 11 1 5 6 8 1 5 6 8 10 1 5 6 8 10 11 2 5 6 8 11 1 5 7 3 5 7 10 13 1 5 7 11 1 5 7 11 13 1 5 7 12 1 5 7 15 1 5 7 9 10 1 5 8 24 5 8 10 8 5 9 1 5 9 11 12 1 6 16 6 10 1 6 11 2 6 11 12 1 6 12 2 6 15 1 6 7 1 6 8 1 6 8 10 11 1 6 8 11 1 6 8 9 1 6 9 1 6 9 10 1 7 2 7 8 1 8 71 8 10 27 8 10 14 2 8 11 5 8 12 1 8 15 1 8 9 3 8 9 10 4 9 8 9 10 1 9 11 1 2867 1 0 1 0 No 2542 1 Yes 325 Sysmiss 1 dummy if shock is Flood 2867 1 0 1 0 No 2744 1 Yes 123 Sysmiss 1 dummy if shock is Drought/ dry spells – water shortage for crops and livestock 2867 1 0 1 0 No 959 1 Yes 1908 Sysmiss 1 dummy if shock is Frost 2867 1 0 1 0 No 2863 1 Yes 4 Sysmiss 1 dummy if shock is Hail 2867 1 0 1 0 No 2736 1 Yes 131 Sysmiss 1 2867 1 0 1 0 No 1875 1 Yes 992 Sysmiss 1 dummy if shock is Crop diseases & pests 2867 1 0 1 0 No 2017 1 Yes 850 Sysmiss 1 2867 1 0 1 0 No 2606 1 Yes 261 Sysmiss 1 dummy if shock is High food prices 2867 1 0 1 0 No 2126 1 Yes 741 Sysmiss 1 2867 1 0 1 0 No 2662 1 Yes 205 Sysmiss 1 dummy if shock is Severe water shortage - for domestic use 2867 1 0 1 0 No 2113 1 Yes 754 Sysmiss 1 dummy if shock is Crop failure 2867 1 0 1 0 No 2045 1 Yes 822 Sysmiss 1 dummy if shock is Livestock death 2867 1 0 1 0 No 2726 1 Yes 141 Sysmiss 1 dummy if shock is Storm 2867 1 0 1 0 No 2777 1 Yes 90 Sysmiss 1 dummy if shock is Crop damage when stored 2867 1 0 1 0 No 2769 1 Yes 98 Sysmiss 1 dummy if shock is Other (Specify) 2867 1 0 1 0 No 2745 1 Yes 122 Sysmiss 1 Specify this other shock 122 Accident on household member 1 Alot of dry spell 1 Banana prices go down 1 Cattle straying 1 1 Coldness 1 Crop rodents like rats 1 Death of household member 3 Fire wood 1 Food and cooking oil were stolen 1 Food shortage 1 Hail storm 1 Hailstorm destroyed her crops 1 Heavy rain 1 High temperature 1 High temperatures 3 Higher temperatures 1 Home and stored produce was burnt 1 Household member fell sick 1 Household member was sick 1 Illness of household member 5 1 Illness of household members 2 Illness of income provider in the household 1 Lack of customers for fish business 1 Lack of food. 1 Late rains 1 Livestock theft 4 Low agriculturaloutput 1 Low food prices 3 Low food prices and heavy rains 1 Low output prices 1 Low prices of goods 1 Lower food prices 1 Lower prices of foods affected the farmers 1 Lower prices of the produce 1 Never experienced any shocks since he came in the community. 1 Poverty 2 Predation 1 Prices go down when selling 1 Prices of banana go down 1 Rains 2 Rats damage the beans 1 Serious illness of household member 1 Serious illness of one of the family members 1 Sickness of household head 1 Sickness of household member 1 Sickness of the household head 1 Strong winds and rains which destroyed shelter in the settlement. 1 Sunshine 1 Sunshine and wind plus wild rats 1 The distance to the distribution point to get their food ration, then eating one type of where they are prone to malnutrition. 1 Theft 1 Theft of farming tool 1 Theft of food assistance 1 Theft of household items 1 They are being attacked by wild insects like scorpions 1 Too mu h rains 1 Too much rain 4 Too much rain destroyed beans 1 Too much rains destroyed crops,low food prices 1 Too much rains which come with malaria and typhoid. 1 Too much sunshine 2 Too much sunshine and strong winds 1 Very low food prices 1 We never received rain on time 1 animal theft 1 1 conflicts and settling was not easy 1 conflicts with congolese authorities on lake albert 1 heavy rain 1 heavy rain and too much sunshine 1 heavy rain that affected plants of this household. 1 1 human diseases 1 husband died in December 2018 1 low food prices 3 much rain 2 much rainfall 2 much rainfall and also too much sunshine 1 much sunshine 4 much sunshine and rainfall 2 no firewood for coking food 1 rampant animal theft especially cows 1 running water 1 theft 1 too much rains 1 too much sunshine 5 too much sunshine and rainfall 2 What did your household do in response to the shock to regain your former welfar 3 2865 1 15 0 Did nothing 0 1 Spent savings 1 2 Reduced meal quantities and quality 0 3 Purchased items on credit and borrowed 1 4 Consumed wild foods (hunting, wild fruits) 0 5 Harvested and consumed immature crops 0 6 Consumed seed stock that will be needed for next season 0 7 Sold Household Food Stock 0 8 Sold more animals than usual 0 9 Sold Farm implements 0 10 Sold household assets/goods (radio, furniture, fridge, telev 0 11 Sold house or land 0 12 Relied on Relatives and Friends Network 0 13 Relied on Community Network 0 14 Relied on relief assistance (GoK, NGOs, UN, etc) 0 15 Engaged in prohibited activities (e.g. sale of charcoal, ill 1 16 Withdrew children from school 0 17 Adopted a new livelihood 0 18 Migrated all household out of the area 0 19 Migrated livestock with herders/part of household members 0 20 Migrated by part of the household members (e.g. looking for 0 21 Rented out land and animals (donkeys etc.) 0 22 Reduced expenses on health 0 23 Decreased expenditures on agricultural inputs 0 24 Other (Specify) 0 Sysmiss 2865 How would you rank the impact of [ Flood ] to the household based on the follow 123 2745 1 4 1 Minimal 14 2 Moderate 24 3 Severe 58 4 Very Severe 27 Sysmiss 2745 How would you rank the impact of [ Drought/ dry spells – water shortage for cro 1908 960 1 4 1 Minimal 48 2 Moderate 373 3 Severe 952 4 Very Severe 535 Sysmiss 960 4 2864 1 3 1 Minimal 1 2 Moderate 1 3 Severe 2 4 Very Severe 0 Sysmiss 2864 How would you rank the impact of [ Hail? ] to the household based on the follow 131 2737 1 4 1 Minimal 19 2 Moderate 40 3 Severe 56 4 Very Severe 16 Sysmiss 2737 How would you rank the impact of [ Strong winds? ] to the household based on th 992 1876 1 4 1 Minimal 61 2 Moderate 303 3 Severe 423 4 Very Severe 205 Sysmiss 1876 How would you rank the impact of [ Crop diseases & pests] to the household base 850 2018 1 4 1 Minimal 62 2 Moderate 238 3 Severe 367 4 Very Severe 183 Sysmiss 2018 261 2607 1 4 1 Minimal 26 2 Moderate 70 3 Severe 110 4 Very Severe 55 Sysmiss 2607 741 2127 1 4 1 Minimal 18 2 Moderate 204 3 Severe 345 4 Very Severe 174 Sysmiss 2127 How would you rank the impact of [ High input prices ] to the household based o 205 2663 1 4 1 Minimal 10 2 Moderate 63 3 Severe 85 4 Very Severe 47 Sysmiss 2663 How would you rank the impact of [ Severe water shortage - for domestic use ] t 754 2114 1 4 1 Minimal 21 2 Moderate 182 3 Severe 315 4 Very Severe 236 Sysmiss 2114 822 2046 1 4 1 Minimal 27 2 Moderate 173 3 Severe 422 4 Very Severe 200 Sysmiss 2046 How would you rank the impact of [ Livestock death ] to the household based on 141 2727 1 4 1 Minimal 10 2 Moderate 31 3 Severe 57 4 Very Severe 43 Sysmiss 2727 How would you rank the impact of [ Storm ] to the household based on the follow 90 2778 1 4 1 Minimal 4 2 Moderate 31 3 Severe 43 4 Very Severe 12 Sysmiss 2778 98 2770 1 4 1 Minimal 22 2 Moderate 33 3 Severe 34 4 Very Severe 9 Sysmiss 2770 unique HH panel ID 2868 0 3000001 3002868 3001434.5 828.064 Did you receive any scientific weather information or forecasts from any of the 2867 0 0 2233 0 1 1 0 4 1 0 7 1 1 172 1 2 4 1 2 3 4 1 1 4 6 1 5 1 1 7 1 2 68 2 3 3 2 4 3 2 4 5 1 2 5 4 2 6 1 3 32 3 5 3 3 5 6 1 4 144 4 5 8 5 70 5 7 1 6 5 7 102 dummy if info is none 2867 1 0 1 0 No 631 1 Yes 2236 Sysmiss 1 dummy if info is Meteorological services department 2867 1 0 1 0 No 2681 1 Yes 186 Sysmiss 1 dummy if info is Government extension service 2867 1 0 1 0 No 2782 1 Yes 85 Sysmiss 1 dummy if info is NGO's 2867 1 0 1 0 No 2827 1 Yes 40 Sysmiss 1 dummy if info is Other farmers 2867 1 0 1 0 No 2703 1 Yes 164 Sysmiss 1 dummy if info is Local leaders 2867 1 0 1 0 No 2778 1 Yes 89 Sysmiss 1 dummy if info is Schools 2867 1 0 1 0 No 2860 1 Yes 7 Sysmiss 1 dummy if info is Other (Specify) 2867 1 0 1 0 No 2762 1 Yes 105 Sysmiss 1 Specify this other weather information source 105 0 Community 1 Community members 1 Friend 1 Friends 1 From Radio 1 From friends 1 From radio 1 From radios 1 From the host community 1 Host community 3 Information got from radio 1 Internet 1 Local people 1 Media 4 My own observation 1 Neighbors 1 Neighbours 1 Personal observations 1 Phone 1 Phone internet 1 Radio 67 Radio station 1 Radios 5 Television 1 Through Radio 1 Through radio 1 Through radio information 1 from nurse 1 radio 2 What type of information do you receive from [Meteorological Services Departmen 186 0 1 15 1 2 3 4 5 6 7 1 1 2 3 4 5 6 7 8 1 1 3 18 1 3 4 5 2 1 3 4 6 1 1 3 5 12 1 3 5 6 2 1 3 5 6 7 3 1 3 5 6 8 5 1 3 5 7 1 1 3 5 8 7 1 3 6 1 1 3 6 8 2 1 4 1 1 4 5 1 1 5 8 1 5 6 8 2 1 5 7 8 1 1 5 8 2 1 6 8 1 6 8 2 1 8 2 2 3 5 1 2 5 1 2 5 6 1 2 6 1 3 10 3 4 1 3 4 5 6 1 3 5 25 3 5 6 2 3 5 6 8 3 3 5 8 2 3 6 9 3 7 1 3 8 1 4 6 1 5 9 5 6 3 5 6 8 1 5 8 1 6 13 8 1 dummy if info is Seasonal forecasts 186 2682 0 1 0 No 88 1 Yes 98 Sysmiss 2682 dummy if info is Lightning warnings 186 2682 0 1 0 No 180 1 Yes 6 Sysmiss 2682 dummy if info is Information on rainfall season start 186 2682 0 1 0 No 74 1 Yes 112 Sysmiss 2682 dummy if info is Hail warnings 186 2682 0 1 0 No 176 1 Yes 10 Sysmiss 2682 dummy if info is Drought warnings 186 2682 0 1 0 No 88 1 Yes 98 Sysmiss 2682 dummy if info is Daily temperature & rainfall forecasts 186 2682 0 1 0 No 123 1 Yes 63 Sysmiss 2682 dummy if info is Flood warnings 186 2682 0 1 0 No 178 1 Yes 8 Sysmiss 2682 dummy if info is Forecast updates 186 2682 0 1 0 No 153 1 Yes 33 Sysmiss 2682 What is the MAIN format of access of the information received from [Meteorologic 186 Cell phone 3 Community meetings 1 Face to face information 8 Radio 160 Television 14 How often do you access this information? from [Meteorological Services Departme 186 2682 1 6 2.597 1.501 1 52 2 47 3 51 4 14 5 4 6 18 Sysmiss 2682 Specify this other access frequency 4 0 Every season 1 Once in a while 2 Sporadically by chance you get information from them 1 In your opinion, how reliable and accurate is this information received from [Me 186 It is sometimes reliable/accurate 59 No it is not reliable/accurate 48 79 Please, explain how it is or is not reliable and accurate 184 Accurate because the dry spell is still continuous 1 Aug season had too much sun and yet they predicted the rains 1 Bec ause they make us prepare ourselves for crop planting and seasonal weather changes 1 Because climate change is unpredictable 1 Because drought has been there for long yet they say its going to rain 1 Because experts predict weather forecast and it happens as announced 1 Because helps in choosing plants to grow 1 Because information given happens in time like rains rain 1 Because it gives information about early planting crops 1 Because it gives information that makes people to vacate prone areas to climate risks 1 Because it helps in planting high quality seeds 1 Because it makes farmers plant early for better yields after giving information of rains 1 Because it some times does not happen in time as announced 1 Because it teaches how to plant for better quality 1 Because most often it doesn't happen when they say it. 1 Because most times weather doesnt change according to the way it was predicted 1 Because not all they talk about come to reality 1 Because rains are mentioned and they occur 1 Because sometimes it fails to happen the way it has been predicted 1 Because sometimes it occurs as it was predicted 1 Because the forecasts given happen more than expected 1 Because the mentioned intensity of rains happens as said 1 Because the rains announced some times does fall or not which affects farming 1 Because the rains fail to fall as predicted sometimes 1 1 Because they announce drought and it happens or rainfall 1 Because they direct when to plant 1 Because we are made to plant at a time not corresponding with what has been passed on to people 1 Because weather forecasts happen as announced 1 Because weather information gives information for season planning 1 Because when they predict,it happens 1 Because when they say it's going to rain ,it does rain 1 Becausr the information makes to decide which crops to plant 1 Doesn't happen as predicted 2 Doesn't use this information 1 Dont explain more on when to grow.... 1 Dont explain whether to plant or not.... 1 Failure to plant in time 1 Happens as predicted 1 Happens as predicted but sometimes not 1 Happens as told 1 Has descovered it for himself because after it is announced the event takes a few weeks to happen. 1 He doesn't believe because most times its not true 1 If they say its a dry or wet season it happens as predicted 1 Information is 20% true 1 It always announced when it late. 1 It always occurs 1 It doesn't happen whenever announced 1 It doesn't happen whenever announced. 1 It doesn't rain as predicted 1 It doesn't rain or shine as predicted 1 It doesnt come to reality as they would have predicted 1 It doesnt happen as communicated 1 It doesnt happen as predicted 1 It happened as predicted 1 It happens 1 It happens according to what is said 1 It happens as forecasted,ie when it is said it will rain, it usually rains 1 It happens as predicted 8 It happens as told 1 It helps to warn in advance incase of an upcoming shock like drought 1 It is accurate because it makes planting decision making easy. 1 It is always accurate when announced to the occurrence time. 1 It is always announced on the almost every week. 1 It is always announced once in a week. 1 It is announced every week on radio 1 It is announced like twice in a week. 1 It is not reliable and accurate simply because the technology that the service provider uses is of low quality and therefore the information accuracy is affected hence not reliable. 1 It is not reliable because climate changes are some times unpredictable 1 It is not reliable because,it takes long to happen . 1 It is reliable because almost every month it is announced on the radio. 1 It is reliable because the predictions sometimes comes to reality 1 It neva happens as predicted 1 It never came to pass 1 It never comes true 1 It never happens as predicted 1 It never rains when they say it was will rain 1 It normally occurs 1 It occurs 1 It occurs according to how it has been said 1 It occurs according to speculation 1 It occurs after getting information 1 It rains as predicted 2 It rains or shines as predicted 1 It rarely happens as predicted 1 It sometimes occurs 2 It takes long to happen when announced. 1 It usually predicts the right events 1 Its at times not true 1 Its hard to predict seasons 1 Its is reliable because it tells of the exact situations that will happen and it truly happens 1 Its not reliable because they do lie... 1 Its reliable because it predicts dates for seasonal changes 1 Its reliable because those who refused to adhere to the drought predictions ,their crops dried out 1 Its usually makes dependable predictions about climate change 1 N 1 Never rains as predicted 1 No man can predict weather, only God knows. 1 No reason given 1 No response 3 Not reliable because it always announced twice in a year. 1 Not reliable because sometimes comes late after the day it was announced. 1 Not so accurate 1 Occurrence of the event 1 Predictions are not right at times 1 Predictions come to pass 1 Rains as predicted 1 Reliable because the experts predict what happens shortly 1 Reliable since its expaerts that give such information 1 She always get the information from the neighbour s on Television. 1 Some times they talk about some thing and it happens 1 Some times what is said isn't done 1 Some times what they say happens and some times it doesn't 1 Sometimes happens as told 1 Sometimes information given is not true 1 Sometimes information is not correct 1 Sometimes information is not true 1 1 Sometimes it doesn't occur 1 Sometimes it doesn't rain as predicted 2 Sometimes it happens and sometimes it doesn't 1 Sometimes it happens as predicted 1 Sometimes it happens as predicted n sometimes not 1 Sometimes it happens as predicted sometimes not 1 Sometimes it is announced and it doesn't happen . 1 Sometimes it occurs as said 1 Sometimes it rains in a different area not this village as predicted. 1 Sometimes not reliable 1 Sometimes the event occurs 1 Sometimes the information is not real 1 Sometimes the information is real because it doesn't happen according to the announcement. 1 Sometimes the predictions are true sometimes not 1 Sometimes the rains delay or come earlier 1 Sometimes the weather forecast is different from what happens 1 Sometimes they predict rains and the reverse happens 1 Sometimes what they predict does not happen 1 Sometimes you can receive the information and the weather event happens as projected. 1 The event occurs as said 1 The information doesnot correspond with what happens 1 The major events occur as predicted 1 The message about rainfall start indeed happened as they had forecasted 1 The message was that rains would come in April and it indeed rained in April 1 The occurrence of the event 1 The predictions are not 100 percent accurate. 1 The rains fall late and damage crops 1 The rains started as told 1 The things they speak of do not happen 1 The weather events occur as predicted 1 They don't explain more on what to grow since its a dry spell and how long is da spell 1 They give wrong information 1 They have the experience in predictions 1 They predict and it happens 1 They say it won't rain and it rains 1 They say you plant rains are coming u plant and rains come for a short time 1 1 Usually happens as forecasted 1 Very accurate 1 Weather changes as predicted 1 Weather conditions happen as predicted 1 What is predicted happens 1 What they say never happens 1 Whatever was told to them did not happen 1 When it is said that it will rain, it always happens 1 When they give us warnings most times it comes to happen after a few weeks 1 because sometimes the weather forecasts/information is correct as predicted by the service provider. 1 because they are well informed about whether changes than us 1 because they help us plan ahead 1 delay in the rains was predicted 1 drought is witnessed as warned earlier on 1 sometimes I put the information is not true it other times it happens 1 sometimes the weather predictions/ forecasts are 100 percent accurate and are given in time. 1 What is the normal lead time between getting the information from [Meteorologica 186 2682 1 7 4.242 1.295 1 6 2 15 3 21 4 64 5 48 6 30 7 2 Sysmiss 2682 What type of information do you receive from [Government Extension Service]? 85 0 1 3 1 2 1 1 2 3 5 1 1 2 3 5 6 1 1 3 7 1 3 4 5 1 1 3 4 5 6 8 1 1 3 5 15 1 3 5 6 4 1 3 5 8 1 1 3 6 1 1 5 17 1 5 8 1 1 6 1 1 6 8 1 2 3 5 1 3 6 3 5 9 3 5 6 2 3 5 6 7 2 3 5 7 8 1 3 6 1 5 1 5 7 1 5 8 1 6 4 dummy if info is Seasonal forecasts 85 2783 0 1 0 No 29 1 Yes 56 Sysmiss 2783 dummy if info is Lightning warnings 85 2783 0 1 0 No 81 1 Yes 4 Sysmiss 2783 dummy if info is Information on rainfall season start 85 2783 0 1 0 No 31 1 Yes 54 Sysmiss 2783 dummy if info is Hail warnings 85 2783 0 1 0 No 83 1 Yes 2 Sysmiss 2783 dummy if info is Drought warnings 85 2783 0 1 0 No 25 1 Yes 60 Sysmiss 2783 dummy if info is Daily temperature & rainfall forecasts 85 2783 0 1 0 No 67 1 Yes 18 Sysmiss 2783 dummy if info is Flood warnings 85 2783 0 1 0 No 81 1 Yes 4 Sysmiss 2783 dummy if info is Forecast updates 85 2783 0 1 0 No 79 1 Yes 6 Sysmiss 2783 What is the MAIN format of access of the information received from [Government E 85 Cell phone 1 Community meetings 13 Face to face information 8 Radio 61 Television 2 How often do you access this information? from [Government Extension Service] 85 2783 1 6 2.976 1.154 1 9 2 19 3 30 4 22 5 2 6 3 Sysmiss 2783 Specify this other access frequency 2 0 Once every planting season 1 Once in more than two years 1 In your opinion, how reliable and accurate is this information received from [Go 85 It is sometimes reliable/accurate 18 No it is not reliable/accurate 37 30 Please, explain how it is or is not reliable and accurate 85 Around the Easter period it was announced on the radio that it would rain and that evening it did rain. 1 At twice a week 1 Bec ause at times it does not rain 1 Because advice is given to farmers about drought and irrigation as a climate adaptation strategy 1 Because as it is said some times it rains and planting starts 1 Because farmers grow drought resistant crops 1 Because it helps farmers in food security 1 Because rainfall is announced and it delays 1 Because seasons change 1 Because sometimes it doesnt happen as it has been announced 1 Because the fore casts like rains are coming some times happen 1 Because the government does not tell farmers when to plant 1 Because the information given some times doesnt happen 1 Because the information teaches on how to mantain natural resources 1 Because they mention rains and they del ay and it wastes the season 1 Because they sometimes they dont predict right events 1 Because those who planted their crops dried and us who waited at least we have them 1 Because when followed like change of seasons, crop production can be high 1 Changes in seasons 1 Climate change very volatile 1 Crop failure due to too much sunshine 1 1 1 Delay in rainfall formation 1 Delayed rainfall formation 1 E.g when they say Otakia village is going to have heavy rains today, mostly times it does not even rain 1 Failure to plant in time 1 Failure to plant in time. 1 Farmers fail to plant in time 2 Farmers were warned about the rainfall shortages and it happened 1 Gives farmers with the planting schedule 1 Helps farmers to plant in time 1 Information is complicated 2 Information received is incosistent 2 Information received is incosistent. 1 It always being announced once in a year and it not reliable to especially farmers who always need to updated on climate changes so it doesn't affect their seasons of planting. 1 It comes to late and is not reliable. 1 It doesnt happen as predicted 1 It happened 2 It happens as told 2 It helps him to make better decisions when working in his boss garden 1 It is reliable because it encourages early planting which leads to higher yields 1 It makes it easy to predict seasons 1 It wasn't a liable information because we lost ctops 1 It's not reliable because it normally comes once in a year. 1 Its reliable because the experts know exactly about the weather changes 1 Its reliable because the farmer followed the advice and worked out 1 Leads farmers to plant late 1 Leads poor planning for the planting time 1 Leads to poor planning for the planting time 1 Most times its not reliable 1 Not always with farmers planting programs 1 Planting at a specific time 1 Planting in the right time 1 Prepare me to plant in time 1 Reliable because it predicts how the rains shall be in the season hence making farmers plan ahead of time 1 Season changes,which leads farmers to plant late 1 Seasons do change always 1 Some time farmers delay to plant their crops in the right time 1 Sometimes the forecast is accurate, the rains start at the speculated period other times it's inaccurate 1 Sometimes they tell that the rain shall fall in a few weeks but takes months 1 The major weather events never occur as expected 1 The said event takes long to happen from the time the information is passed to the public 1 The season start took long to receive rains just as it was said on radio 1 The weather events occur not as predicted 1 They have knowledge about climate change 1 They have right information direct from the government 1 They talked about recieving rainfall in around march but didnot happen 1 They told us about the rains in sept and oct but it didn't rain... 1 They were warned about drought occurrence and it happened. 1 UThe rains do not fall 1 Unusually Occurs as predicted 1 We have always seen droughts as they earier warned us 1 Weather changes are natural 1 Weather conditions are natural 2 When the government gives out information concerning rainfall, farmers plant in time. 1 because it comes to reality after announcing 1 because predictions have not been accurate to people's expectations. 1 because we risk all our crops by following their information that is not trj 1 What is the normal lead time between getting the information from [Government Ex 85 2783 1 7 4.812 1.418 1 3 2 3 3 5 4 25 5 15 6 28 7 6 Sysmiss 2783 What type of information do you receive from [Government Extension Service]? 40 0 1 3 1 2 1 1 2 3 5 1 1 3 1 1 3 5 5 1 3 5 6 3 1 5 1 1 5 6 7 1 3 8 3 5 8 3 5 6 8 1 3 6 1 3 8 1 5 3 5 7 2 dummy if info is Seasonal forecasts 40 2828 0 1 0 No 24 1 Yes 16 Sysmiss 2828 dummy if info is Lightning warnings 40 2828 0 1 0 No 38 1 Yes 2 Sysmiss 2828 dummy if info is Information on rainfall season start 40 2828 0 1 0 No 11 1 Yes 29 Sysmiss 2828 dummy if info is Hail warnings 40 2828 0 0 0 0 0 40 Sysmiss 2828 dummy if info is Drought warnings 40 2828 0 1 0 No 15 1 Yes 25 Sysmiss 2828 dummy if info is Daily temperature & rainfall forecasts 40 2828 0 1 0 No 34 1 Yes 6 Sysmiss 2828 dummy if info is Flood warnings 40 2828 0 1 0 No 37 1 Yes 3 Sysmiss 2828 dummy if info is Forecast updates 40 2828 0 1 0 No 38 1 Yes 2 Sysmiss 2828 What is the MAIN format of access of the information received from [Government E 40 Community meetings 14 Face to face information 12 Radio 13 Television 1 How often do you access this information? from [Government Extension Service] 40 2828 1 6 3.2 1.4 1 6 2 4 3 15 4 10 5 1 6 4 Sysmiss 2828 Specify this other access frequency 1 0 Takes more tha two years too 1 In your opinion, how reliable and accurate is this information received from [Go 40 It is sometimes reliable/accurate 13 No it is not reliable/accurate 16 11 Please, explain how it is or is not reliable and accurate 39 Because the purpose of the information has always been fulfilled. 1 Because they give information related to rain intensity but rains come few 1 Get right information on the planting time 1 Heavy sunshine disturbed farmers as we were told in a meeting that we prepare our selves 1 IT sometimes happens as predicted an other tiimes no 1 Information can reach to the people 1 It always delay when announced 1 It happens as they have said ,they told us it would begin raining in February and indeed it has began 1 It helps us in planning our seasons 1 It is always announced too late to the occurrence of incident 1 It is reliable every day especially on Tv west . 1 It was very in usual because it happened once only that time 1 It's at times not reliable because the information given say about food some times delays 1 It's sometimes reliable because it's announced on radio like twice in a month. 1 Its because people had in reliable solution about this information 1 Its not common 1 Its not frequently and also not every one can hear 1 Its very rarely 1 Need more accurate climate information 1 Never happened as expected 3 Not all the weather predictions come true 1 Not reliable they normally come once in a year or twice. 1 Reliable 1 Seasons are changing and its better they update us weekly or three times a month 1 The Organizations sometimes send their representatives to share the information with the people in the community , but it is not reliable because it always happens twice in year which is not good for people. 1 The crops have come out as they foretold 1 The information is not accurate because sometimes it comes too late 1 The information on events is never as predicted 1 The rain started at the time they communicated 1 The short rains season waited the rains wre too much and it destroyed maize and beans yet they predicted the sun would be there 1 They said it would rain by end of march but it's may now and the rains are not yet here. 1 We were told when the rains would start and when that time came the rains indeed started 1 What ever they promise is given. 1 When it comes at the right time 1 When only tuning to the Radios 1 Wrong predictions usually March season 2018..there was too much sun lost alot of beans 1 it was reliable because we trust UN 1 What is the normal lead time between getting the information from [Government Ex 40 2828 1 7 5.05 1.501 1 1 2 3 3 1 4 7 5 9 6 14 7 5 Sysmiss 2828 What type of information do you receive from [Other Farmers]? 164 0 1 15 1 2 7 1 2 3 5 1 1 2 4 5 1 1 2 5 1 1 3 9 1 3 4 1 1 3 4 5 6 8 1 1 3 5 7 1 3 5 6 5 1 3 5 6 7 8 1 1 3 5 6 8 4 1 3 5 7 1 1 3 5 8 2 1 3 6 2 1 3 6 8 1 1 3 7 1 1 3 8 1 1 5 3 1 5 8 1 1 6 1 1 8 1 2 1 2 3 1 2 3 4 1 2 3 5 1 2 3 5 6 7 1 2 3 6 1 3 35 3 5 25 3 5 6 6 3 6 3 3 8 1 4 1 5 15 5 7 1 6 4 dummy if info is Seasonal forecasts 164 2704 0 1 0 No 97 1 Yes 67 Sysmiss 2704 dummy if info is Lightning warnings 164 2704 0 1 0 No 148 1 Yes 16 Sysmiss 2704 dummy if info is Information on rainfall season start 164 2704 0 1 0 No 52 1 Yes 112 Sysmiss 2704 dummy if info is Hail warnings 164 2704 0 1 0 No 159 1 Yes 5 Sysmiss 2704 dummy if info is Drought warnings 164 2704 0 1 0 No 87 1 Yes 77 Sysmiss 2704 dummy if info is Daily temperature & rainfall forecasts 164 2704 0 1 0 No 134 1 Yes 30 Sysmiss 2704 dummy if info is Flood warnings 164 2704 0 1 0 No 159 1 Yes 5 Sysmiss 2704 dummy if info is Forecast updates 164 2704 0 1 0 No 151 1 Yes 13 Sysmiss 2704 What is the MAIN format of access of the information received from [Other Farmer 164 9 1 Cell phone 6 Community meetings 16 Face to face information 102 Radio 37 Television 2 Specify this other format 1 0 Other people 1 How often do you access this information? from [Other Farmers] 164 2704 1 6 3.043 1.298 1 21 2 22 3 83 4 21 5 1 6 16 Sysmiss 2704 Specify this other access frequency 1 0 Once in four months 1 In your opinion, how reliable and accurate is this information received from [Ot 164 It is sometimes reliable/accurate 46 No it is not reliable/accurate 50 68 Please, explain how it is or is not reliable and accurate 164 A times it happens as predicted and a times it doesn't 1 A times what they guess comes true 1 1 As predicted the drought season was long 3 As predicted,the drought season was long 1 As predicted,the weather changed 1 At times it doesn't occur 2 At times the information given does not tally with the crops grown 1 Because as predicted the drought season was long 1 Because climate changes unexpectedly 1 Because farmers use local and indeginous knowledge like tree planting that is accurate information on climate adaptation 1 Because it comes in time from farmers 1 1 Because it helps in choosing the best seed to plant which suits the weather conditions 1 Because it helps me to know what to grow in season 1 Because it leads to poor planning on planting time 1 Because it makes farmers to prepare for planting season and harvests 1 Because it rained when they communicated to farmers. 1 Because it some times happen 1 Because it some times happens 1 Because its based on predicament not reality 1 Because most farmers lack the expertise to predict weather and climate change 1 Because since I reached it has been shining 1 Because some times it comes true 1 Because some times it rains andsome times it does not 1 Because the climate change is unpredictable 1 Because the sun has been too much 1 Because there was to much sun shine 1 Because these farmers too use guess work there at times not accurate 1 Because they anticipated of rainfall in april and of which didn't happen 1 1 Because when they communicated it started raining 1 Because, its hard to predict changes in weather 1 Climate is unpredictable 1 Delay in rain 1 Didnt happen as expected 1 I think everything happens because God has said so 1 I think its reliable though I didn't follow up 1 Information received is incosistent 4 Information received is incosistent. 1 Information received is not accurate 1 Information received is not accurate or incosistent. 1 Information received was incosistent 1 It at time doesn't happen 1 It became before the rain started 1 It did happen sometime back as we were told 1 It does happen some time as they have told me 1 It does happen when they speak about it 1 It does not rain 1 It doesn't happen as predicted 2 It doesn't happen as they have told me 1 It doesn't occur 2 It happened 1 It happened like it was predicted 1 It happens 1 It happens as talked about 1 It happens as they have said 1 It happens as they have told some times 1 It is relaible because as predicted ,the dry seson was prolonged 1 It is reliable because as predicted,the drught season was long 1 It never happened as it was predicted 1 It never rains 1 It occured as foretold 1 It rained as predicted 1 It some times does happen as they have told me 1 1 It sometimes doesn't happen as predicted 1 It sometimes occurs 1 It takes long when announced 1 It usually hapens as forecasted 1 It was predicted that there would be drought and it has happened as predicted 1 It works 1 It's reliable because as predicted,the sun was too much leading to crop destruction. 1 It's reliable because it helps us to plan and make decisions on agriculture. 1 It's reliable because the information got is used to plan what grow in that season. 1 Its guesswork most times 1 Its had to prefect seasons 1 Its reliable and accurate, it occurs as predicted 1 Its reliable because I prepare myself and can know what crop to grow during a season 1 Its reliable because it happened 1 Last month they told me it will begin raining and it has rained 1 Major events usually occur, though not at the specified time 1 Most times what they have predicted doesnt flow with the information they have given to people 1 Most times what they say doesn't exactly happen as they say 1 My fellow farmer told me it would rain in April and it indeed rained in April 1 Never happened as expected 2 No one evidence about it 1 No response. 1 Not what they predicted came to reality 1 Rains delayed 1 Rains never came as speculated 1 Reliable, because what was predicted happened 1 She has her own thinking so she doesn't believe in others 1 Some times climate changes unexpectedly 1 Some times it occurs 1 Some times it rains at times does not 1 Some times there is rain or it delays 1 Sometimes dough happens as predicted 1 Sometimes gets the information from neighbours 1 Sometimes happens as told 1 Sometimes information about rains to start is not reliable because the rains start late or earlier. 1 Sometimes it doesn't occur as speculated 1 Sometimes it doesn't rain as predicted 1 Sometimes it happens according to event 1 Sometimes its accurate 1 Sometimes its not accurate so it may take more additional days for rains to fall. 1 Sometimes not true information 1 Sometimes the information given is misleading 1 Sometimes the predicted weather changes happen sometimes not 1 Sometimes we don't get rain as said 1 Sometimes what they tell me happens and sometimes it doesn't 1 Sometimesit happens as predicted 1 Sun shine did not get or destroy their crops 1 The drought season came early as predicted 1 The drought was too much like it was predicted 1 The event happened( long dry spell occurred) 1 The events never occur as expected 1 The events never occur as predicted 1 The farmer was told it was going to rain but I didn't 1 The information received is incosistent. 1 The lead period between when the information about weather is received and when the weather events occur is quite happy 1 The major event expected some times delays to occur 1 The major events are never occur as predicted 1 The major events usually occur as expected 1 The predictions are always wrong 1 The weather predictions come true most times 1 Their was too much sunshine as it was predicted . 1 Their was too much sunshine as it was predicted. 1 They don't have a good source of information 1 They just assume with out knowledge. 1 They seem to be endowed naturally in that they predict rightfully most times 1 They tell us it's going to rain and it doesn't 1 They told me there would be drought and I indeed experienced it 1 What ever information they get is true because it happens 1 What they say always happens 1 What they say does happen 1 What they say happened 2 What they say happens at the end 1 What they say some times happens 1 What they speak of happens 1 What they tell him happened 1 What they tell me happens at the end 1 What they tell takes so long to happen 1 What was said happened 2 Whatever is told does not happen 1 When they say it will rain ,it rains 1 Yes the winds have occured and even up to now 1 because the weather projections were true as predicted. 1 change of on set of rain 1 delay on start of season 1 delaying the rain 1 its not so because it always sounds like a story because some times it can or not 1 sometimes the forecasts are misleading 1 What is the normal lead time between getting the information from [Other Farmers 164 2704 1 7 4.72 1.318 1 4 2 7 3 13 4 45 5 38 6 52 7 5 Sysmiss 2704 What type of information do you receive from [Local Leaders]? 89 0 1 8 1 2 5 1 2 3 1 1 2 3 4 5 6 7 8 3 1 2 3 5 1 1 2 3 7 1 1 2 5 4 1 3 4 1 3 4 5 1 1 3 4 5 6 2 1 3 5 1 1 3 5 6 4 1 3 5 6 7 2 1 3 5 6 8 2 1 3 5 7 1 1 3 6 2 1 3 6 8 1 1 3 8 1 1 5 3 1 5 6 1 1 5 6 8 1 3 13 3 4 5 1 3 5 7 3 5 6 3 3 5 7 2 3 6 2 3 6 8 1 4 1 5 4 5 8 1 6 2 7 2 8 1 dummy if info is Seasonal forecasts 89 2779 0 1 0 No 40 1 Yes 49 Sysmiss 2779 dummy if info is Lightning warnings 89 2779 0 1 0 No 74 1 Yes 15 Sysmiss 2779 dummy if info is Information on rainfall season start 89 2779 0 1 0 No 33 1 Yes 56 Sysmiss 2779 dummy if info is Hail warnings 89 2779 0 1 0 No 81 1 Yes 8 Sysmiss 2779 dummy if info is Drought warnings 89 2779 0 1 0 No 45 1 Yes 44 Sysmiss 2779 dummy if info is Daily temperature & rainfall forecasts 89 2779 0 1 0 No 63 1 Yes 26 Sysmiss 2779 dummy if info is Flood warnings 89 2779 0 1 0 No 78 1 Yes 11 Sysmiss 2779 dummy if info is Forecast updates 89 2779 0 1 0 No 78 1 Yes 11 Sysmiss 2779 What is the MAIN format of access of the information received from [Local Leader 89 9 1 Cell phone 1 Community meetings 46 Face to face information 34 Radio 6 Television 1 Specify this other format 1 0 Other people 1 How often do you access this information? from [Local Leaders] 89 2779 1 6 3.18 1.083 1 3 2 14 3 51 4 13 5 1 6 7 Sysmiss 2779 Specify this other access frequency 1 0 Once in awhile 1 In your opinion, how reliable and accurate is this information received from [Lo 89 It is sometimes reliable/accurate 41 No it is not reliable/accurate 27 21 Please, explain how it is or is not reliable and accurate 89 At times it doesn't occur 1 At times it dows not happen as stated by the local leaders 1 At times the floods may not occur 1 1 At times the wheather information given is contradicting. 1 Because I cant trust their knowledge on policy 1 Because as times the information predicated does not correspond with the climate inplace. 1 Because he the lc1 said that the rains would start in july and indeed there have been no rains as yet 1 Because information happens as announced 1 Because it becomes practical that when rains are not coming, drought resistant crops should be planted 1 Because it informs us what to grow in different seasons. 1 Because it some times happens as they have predicted 1 Because of the dalay of the rains 1 Because she could also see that what they say was happening 1 Because some times it happens and some times it doesn't 1 Because the information delivered is not at times put in to practice 1 Because the rains jave not yet started 1 Doesn't happen as they have predicted at times 1 Foreast told do haen 1 Happens after getting information 1 I don't follow it 1 Information received is incosistent. 2 Information received is not accurate 1 Information sometimes is misleading to farmers 1 It at times doesn't happen 1 It does not rain 1 1 It doesnt occur 1 It is not reliable because it happens once in a year. 1 It is not reliable because the information normally come few weeks when the incident is about to occur. 1 It is sometimes reliable because the drought normally happens 1 It never occurs on time 1 It rains as predicted 1 It some time doesn't happen as they have said 1 It some times does happen 1 It some times happens 1 It was reliable because they said there will be drought and it happened 1 It worked 1 It's because not all what they inform us is true 1 It's not very reliable because local leaders at times delay to deliver the information to the communities before rains start 1 Its not frequent 1 Its unpredictable to believe the news 1 1 Most times what they say doesn't happen 1 Never happened as expected 2 No answer given 1 Not always 1 Not exactly what was said 1 Not very reliable as it has not happened in the past as predicted 1 Occurs after ashort while 1 Rains took long to come back just as we were told 1 Some don't happen 1 Some time it doesn't work 1 Some times what they say happens 1 The event mentioned at occurs and at never happens 1 The events never occur as expected 1 The events never occur as predicted, hence bad decisions are made by farmers 1 The events some times take too long before happening 1 The events take long to occur 1 The events usually take long before they occur 1 The information is not very reliable because it delays. 1 The information received is always different from the weather events that occur 1 The information received is incosistent. 1 The lead time between when the information about a given season is conveyed, to when the event actually happens is never accurate 1 The major events are never as expected 1 The major events never occur as expected 1 The major events never occur as predicted 1 The major events usually happen at a time farmers aren't expecting them 1 The major weather events are usually quite the opposite of what was predicted 1 The major weather events expected by farmers differ from those predicted 1 The major weather events never events 1 The major weather events predicted take long to occur 1 The major weather events predicted usually take quite a long time to occur 1 The weather events that occur are always different from the predicted ones 1 They announce, people Wait and it does not happen at times 1 They don't take it very seriously 1 They said said that it the rains would be back in April, but it is hot. 1 1 They told us about when the rains would come and they indeed came a few moths after they told us 1 They warned of the dry season of January in Uganda 1 Unreliable rainfall 1 We have experienced What they told us about drought 1 What they plant is not affected by weather changes like too much sunshine 1 What they say of doesn't happen 1 What they say some times does not happen 1 What they say some times happen 1 What they told me about season start indeed happened 1 What is the normal lead time between getting the information from [Local Leaders 89 2779 1 7 5.034 1.402 1 3 2 4 3 4 4 15 5 17 6 42 7 4 Sysmiss 2779 What type of information do you receive from [Schools? 7 0 1 1 1 3 4 5 6 1 1 3 5 6 8 1 1 8 1 3 2 3 8 1 dummy if info is Seasonal forecasts 7 2861 0 1 0 No 3 1 Yes 4 Sysmiss 2861 dummy if info is Lightning warnings 7 2861 0 0 0 0 0 7 Sysmiss 2861 dummy if info is Information on rainfall season start 7 2861 0 1 0 No 2 1 Yes 5 Sysmiss 2861 dummy if info is Hail warnings 7 2861 0 1 0 No 6 1 Yes 1 Sysmiss 2861 dummy if info is Drought warnings 7 2861 0 1 0 No 5 1 Yes 2 Sysmiss 2861 dummy if info is Daily temperature & rainfall forecasts 7 2861 0 1 0 No 5 1 Yes 2 Sysmiss 2861 dummy if info is Flood warnings 7 2861 0 0 0 0 0 7 Sysmiss 2861 dummy if info is Forecast updates 7 2861 0 1 0 No 4 1 Yes 3 Sysmiss 2861 What is the MAIN format of access of the information received from [Schools]? 7 9 1 Cell phone 2 Community meetings 1 Face to face information 3 Specify this other format 1 0 During Lessons 1 How often do you access this information? from [Schools] 7 2861 1 4 1.857 1.069 1 3 2 3 4 1 Sysmiss 2861 In your opinion, how reliable and accurate is this information received from [Sc 7 No it is not reliable/accurate 4 3 Please, explain how it is or is not reliable and accurate 7 0 At time its true 1 Because as predicted,the drught season was long 1 Information in brought by the Children directly to homes 1 It comes once in a while 1 Its always not true 1 Seasons change 1 The information received always differs from the the seasonal weather events 1 7 2861 2 6 4.143 1.464 2 1 3 1 4 3 6 2 Sysmiss 2861 What type of information do you receive from other 105 0 1 9 1 2 1 1 2 3 4 5 6 7 8 3 1 2 5 1 1 3 7 1 3 4 8 1 1 3 5 4 1 3 5 6 2 1 3 5 6 8 1 1 3 5 8 3 1 3 6 2 1 3 6 8 1 1 3 8 3 1 6 2 1 6 8 1 1 8 3 3 10 3 5 31 3 5 6 2 3 6 2 3 8 1 4 6 1 5 6 5 6 1 5 7 1 5 8 1 6 3 8 2 dummy if info is Seasonal forecasts 105 2763 0 1 0 No 61 1 Yes 44 Sysmiss 2763 dummy if info is Lightning warnings 105 2763 0 1 0 No 100 1 Yes 5 Sysmiss 2763 dummy if info is Information on rainfall season start 105 2763 0 1 0 No 32 1 Yes 73 Sysmiss 2763 dummy if info is Hail warnings 105 2763 0 1 0 No 100 1 Yes 5 Sysmiss 2763 dummy if info is Drought warnings 105 2763 0 1 0 No 49 1 Yes 56 Sysmiss 2763 dummy if info is Daily temperature & rainfall forecasts 105 2763 0 1 0 No 84 1 Yes 21 Sysmiss 2763 dummy if info is Flood warnings 105 2763 0 1 0 No 101 1 Yes 4 Sysmiss 2763 dummy if info is Forecast updates 105 2763 0 1 0 No 85 1 Yes 20 Sysmiss 2763 What is the MAIN format of access of the information received from [other]? 105 9 1 Cell phone 2 Community meetings 6 Face to face information 9 Internet 2 Radio 84 Television 1 Specify this other format 1 0 1 How often do you access this information? from [other] 105 2763 1 6 2.4 1.229 1 26 2 34 3 34 4 4 5 2 6 5 Sysmiss 2763 Specify this other access frequency 2 0 Once in a while 1 when getting treatment 1 In your opinion, how reliable and accurate is this information received from [ot 105 It is sometimes reliable/accurate 22 No it is not reliable/accurate 35 48 Please, explain how it is or is not reliable and accurate 105 0 About the rains of Aug and sept 2018 but it didn't rain 1 Always happen 1 1 At times it doesn't occur 11 Because I have access to radio all the time to get such information 1 1 Because some events dont happen as reported 1 Because sometimes events do happen as reported on radio 1 Because the sun is still hotcrops have not been planted yet 1 Check on wea and hear from radio 1 Easy to access on internet 1 Forcast on weather 1 Get to know more 1 Good to know and prepare for seasons 1 Heavy rains came 1 It at times doesn't happen 2 It doesn't happen as told 1 It doesn't occur 1 It doesn't occur at times 1 It doesnt happen as predicted 1 It doesnt happen at the estimated time 1 It happened 3 It happened as they informed us 1 It happens 11 It helps farmers plan ahead of the season to minimise risks 1 It is relaible because as predicted,the drought period was severe 1 It rains as predicted 1 It sometimes rains as predicted 1 It was accurate 1 It's because it takes long to happen 1 It's never as expected 1 It's not very reliable because at times my predictions don't come to pass. 1 Its beacuse everything happens as communicated 1 Its because at times it doesn't occur 1 Its because it's sometimes true 1 Its because some times the event does not happen as communicated 1 Its daily 1 Its rarely 1 Its reliable because sometimes weather and climate changes occur as they would have been predicted 1 Its sometimes true it happens 1 None of the events have occured as predicted 1 Not cpming on exact time 1 Predictions never come true 1 Rains have really delayed just it was announced 1 Rains or drought happens as predicted 1 Say wind an d it happened 1 Seasons change 1 Some times it doesn't happen as they have said 1 Some times it occurs 1 Sometimes am far away fromthe radio 1 Sometimes it happens as predicted 1 Sometimes it happens as they habe said and sometimes it doesn't 1 Sometimes rain doesn't rain when we're informed that it's going to rain 1 Sometimes reliable because I don't have any other source of information about weather. 1 Sometimes the forecasts become real and sometimes dont 1 Sometimes the rains actually come as predicted 1 Sometimes their foecast actaully happen 1 Sometimes weather changes as predicted 1 The event does not happen 1 1 The major events occur not as expected 1 The major events usually occur as predicted 1 The predicted weather events often occur as expected 1 The rain started late and later caused flooding 1 The rains predicted period was right 1 The storms have even swept away their tents 1 The weather conditions interms of temperature are occurring as informed and predicted 1 The weather events occur as expected, though after a short period of time 1 Their was too much sunshine as it was predicted onthe radio 1 There was a forecast on long dry spell for two months and it came to pass. 1 They say rain is expected yet at the end of the day no rain is experienced 1 Told forecast for the future 1 What they speak of at the end happens 1 What was predicted would happen 1 When it rains and it does so with in the ti me 1 Yes because as predicted,the sun was too much leading to crop destruction 1 because we are made to adjust our planting period 1 delay in rains 1 delay in the rains 1 delay in the start of season of rain 1 not hapt accot to what they say about the rain 1 she didnot study them 1 105 2763 1 6 4.448 1.55 1 9 2 5 3 7 4 29 5 19 6 36 Sysmiss 2763 How do you use weather and climate information? 631 2237 1 4 1.38 0.72 1 475 2 77 3 74 4 5 Sysmiss 2237 Specify this other use 5 0 .o 1 Helps in preserving food to use in dry season 1 It gives me hope that there's rain or no rain and I plan 1 Planning for the seasons 1 To get know season patterns 1 In your view, is that weather information useful for you in your livelihood? 631 2237 0 1 0 No 140 1 Yes 491 Sysmiss 2237 How is the information useful? Describe 491 .He adjusted the planting date. 1 Am able to know season's of rainfall and plan to plant 1 At least food is there for them to eat 1 Avoids seed wastage 1 Because I can know when to plant and harvest, while reducing on the risks that come with harsh weather conditions 1 Because I can reduce on the risks by planting early 1 Because it helps in planting early 1 Because it helps me know what to expect at the start of seaaon and its end 1 Because it helps us to know the month the raeis starting and which crops to grow 1 Because the information helps to pick the best crop for planting. E.g planting water torelant crops 1 Because they help me plan better 1 Because those who follow it get good production 1 Change from crop farming to livestock., that is doing many activities 1 Deciding on when to plant 1 Decision making for planting 1 Decision making in production and preparation 1 Decision making on Farming 1 Depending on other businesses like boda boda 1 Determines the planting season to avoid losses 1 Ditermines the planting season 1 Enables my household adjust and make proper agricultural decisions 1 Enables my household make right agricultural decisions 1 Enables my household plan properly for the ! planting season 1 Enables my household prepare for planting 2 Enables my household prepare for the planting season 2 Enables my household properly plan for the planting season 1 Enables the household adjust its planting calendar 1 Enables the household adjust its planting calender 1 Enables the household adjust to the cropping calendar 1 Enables the household plan for the planting season 1 Enables the household plan well for the planting season 1 Enables the household prepare for the planting and also chose the variety of crops to be planted 1 Enables the household prepare for the planting season 1 Enables the household prepare for the rainy and planting season 1 Enables the household to plan 1 Farmers get prepared for the planting time 1 Fo planning agricultural decisions 1 Follow the instructions as directed by the scientists 1 For agriculture planning purposes 1 For aiding agriculture decisions 1 For better planting decisions 1 For decision making for planting 1 For farmers only 1 For knowledge about rain 1 For making Agricultural decisions 9 For making Agricultural decisions. 1 For making Agricultural decisions. For example when to plant. 1 For making agricultural decisions 1 For making good planting decisions 1 For making in agriculture 1 For making the right decisions especially preparing for the dry season 1 For planing and also for acool atmospher 1 For planning purpases 1 For planning to grow crops 1 For planting in time so that people are not affect by drought 1 For proper decision making on how to start planting crops or not 1 For proper planing 1 For proper planning 3 For proper planting and budgeting for the season 1 For updating farmers in planting in a right time. 1 For updating farmers on weather and climate changes and this helps farmers to plant crops which helps them to overcome drought. 1 For updating farmers to plant crops in right time 1 For updating farmers to plant in time. 1 Get good yields 1 Get knowledge on the planting time 1 Giuded on when to cultvate 1 Gives importance of planting drought resistant crops 1 Gives me plan and preparation for more seasons 1 Gives options of planting high quality seeds for higher yields 1 Gives us knowledge concerning descision making 1 Good yields are got 1 Guides in Farming season start and end 1 Guides on wat livelohood activities to take on for example cutting of trees for sale is prohibited 1 Guides on what crops to plant 1 Guides on when to cultivate 1 Guides on when to start farming 1 Harvesting water for domestic use 1 He gets good yields 1 He gets good yields from them 1 He got good yields 1 Help plan cropping season but people don't pay much attention. 1 Help to plant in the right season 1 Help to prepare land in time 1 Help us to know when we are supposed to plant crops 1 Helped me to plant in time and I harvested good produce 1 Helpful in planning to prepare the fields. 1 Helps decide on which crops to be planted 1 Helps determine the planting season 1 Helps farmers determine the planting season 1 Helps farmers to plant at right time. 1 Helps farmers to plant crops early. 1 Helps farmers to plant crops in a right time 1 Helps farmers to prepare for the planting season 1 Helps her plan to prepair the garden for planting in future 1 Helps her prepare for the planting season much as for now there is still no rain 1 1 Helps him in determining which crops to grow and when 1 Helps him set his farming calender 1 Helps in changing to other sources of income 1 1 Helps in decision making 1 Helps in keeping other breeds of cattle and many crop types 1 Helps in keeping other types of livestock 1 Helps in looking for other options to survive on like businesses and planting more crops 1 Helps in making food consumption decisions of a home 1 Helps in making other businesses like livestock trading 1 Helps in making planting calenders 1 Helps in planing 1 Helps in planning 1 Helps in planning agricultural activities 1 Helps in planning for a new season 1 Helps in planning for planting 1 Helps in planning for the garden 1 Helps in planning for the season through planting diversified crops 1 Helps in planning the season 1 Helps in planting diversely and do other businesses 1 Helps in preparing for agriculture 1 Helps in proper planning on when to plant 1 Helps in reducing production losses 1 Helps in sorting fast maturing crops 1 Helps me foresting seasons for farming 1 Helps me in planning 1 Helps me in planning accordingly 1 Helps me minimise on the risks of planting crops before rains fully start 1 Helps me plan ahead of my planting schedule 1 Helps me prepare for the season in terms of seeds to plant 1 Helps me to identify what crops to grow. 1 Helps me to plan for planting time 1 Helps me to plant early 1 Helps me to plant in time 1 Helps on determining seasons 1 Helps on knowing when its going to start raining 1 Helps on planning for the planting season 1 Helps on when to plant 1 Helps on when to start planting 1 Helps person to know what to plant 1 Helps plan ahead 1 Helps plan for planting dates 1 Helps plan for the planting season to avoid wastage 1 Helps plan planting dates 1 Helps plan planting season 1 Helps plan to prepare for rain in daily movements by taking umbrellas. 1 Helps plan when to rent land for agriculture. 1 Helps plan when to start land preparation and planting 1 Helps plan when to start planting 1 Helps predict planting dates 1 Helps prepare for planting season. 1 Helps the farmers to make decision 1 Helps to decide on when to plant crops 1 Helps to decide what to plant 1 Helps to get ready to face the changes when they come. 1 Helps to guide on planting times, for early and timely preparations 1 Helps to plan planting dates 2 Helps to see other crop options to be planted 1 Helps us determine the planting season to avoid risks 1 Helps us know when to plant 3 Helps us plant according to the predicted rains to avoid wastage 1 Helps us tp plan 1 Helps you to forecast on the future yields from the farm 1 Heps plan planting dates and preparing land. 1 I can plan accordingly 1 I don't follow up 1 I get toknow and plan accordingly 1 I know when to plant and harvest 1 I learn about new things 1 I use it to decide on when to prepare my land for planting 1 If u follow the forecasts you don't make losses 1 In making decisions 1 In planning 1 In planting early and planting more crops 1 In times of planting and harvesting early 1 1 It at time helps him prepare for the coming planting season 1 It can help one plan better for the season 1 It can help one plan for the season 1 It can help some one to plan 1 It enables My household prepare for the planting season 1 It enables my household adjust its planting calender 1 It enables my household adjust to the planting season 1 It enables my household make good agricultural decisions 1 It enables my household prepare for planting 1 It enables my household prepare for the planting season 2 It enables my household prepare for the planting season and for when the rains start 1 It enables my household prepare the farm for the planting season 1 1 It enables the household adjust its planting calender 1 It enables the household adjust to the crop variety for the specific season depending on the condition 1 It enables the household make proper agricultural decisions 1 It enables the household prepare for future weather events 1 It enables the household prepare for planting season 1 It enables the household prepare for the planting season 2 It enables the household to fully prepare and plan for the planting season 1 It enables us to know when to plant 1 It enables us to prepare and manage climate related risks. 1 It encourages us to start farm work 1 It gets u ready for the weather change 1 It gives us the morale to plant crops 1 It guides in farming 1 It guides me on which crops to grow in a particular season and what not to grow 1 It guides on when start cultivating 1 It guides on when to start cultivating 1 It has enabled him get good yields 1 It helped me to decide on when to plant my seeds 1 It helped them to cover their land from direct sunlight. 1 It helps at to know what and when to plant 1 It helps famers to plan effectively on what to grow 1 1 It helps farmers plan well for the planting seasons 1 It helps farmers to plant early because people get aware of how seasons are going to be. 1 It helps him prepare for the next season 1 It helps him to know when to plant his crops and what crops to plant 1 It helps in choosing which type of crops to grow 1 It helps in helping farmers in when to plant 1 It helps in knowing when the season is begining 1 It helps in making decisions for crop production 1 It helps in making decisions on when to plant 1 It helps in making other businesses instead of relying on only farming which is affected by weather. 1 It helps in making the right decisions 1 It helps in planning and planting early 1 It helps in planning for a season 1 It helps in planning for crop growing 1 It helps in planning on what crop to plant 1 It helps in planning purposes for which crops to grow 1 It helps in planning the planting season 1 It helps in planning to rebuld good shelter. 1 It helps in planning well for the house hold and food security issues lie keeping food for the home 1 It helps in planting drought torelant crops 1 It helps know the production time of fish, then I plan ahead 1 It helps know when to plant 1 It helps me in making my decisions on when to plant 1 It helps me in planning 2 It helps me know the appropriate time for planting 1 It helps me know when to plant 1 It helps me know when to plant and harvest 1 It helps me know when to start planting 1 It helps me not to grow my crops when the serious rains have not yet started 1 It helps me plan my farming schedule 1 It helps me plan on when to plant 1 It helps me to improve on my shelter. 1 It helps me to make better agriculture decisions and prepare in advance 1 It helps me to plan 1 It helps me to plan ahead 1 It helps me to plan for the planning season to avoid losses 1 It helps me to plan on when to plant 1 It helps me to plan when to grow my crops 1 It helps me to prepare my garden in time 1 It helps on when to plant 1 It helps on when to start planting 2 It helps on which crop to plant 1 It helps one to know the sessions for cultivations 1 It helps people to prepare and plant early their crops in order not be hit with drought . 1 It helps the farmers to their crops . 1 1 It helps them to adjust the planting date. 1 It helps them to know when to plant. 1 It helps them to prepare early for the next season. 1 It helps to be informed about the invent that is going to happen and this helps farmers to plant early. 1 It helps to equip farmers about rainfall patens 1 It helps to farmers to know the planting time 1 It helps to know to start planting 1 It helps to know when the incident is going to occur so that the farmers prepare when to plant crops. 1 It helps to plan 1 It helps to plan and plant as predicted 1 It helps to plan for farming 1 It helps to plan for the planting season 1 It helps to plant in the right season to avoid seed wastage 1 It helps us adjust the planting calendar 1 It helps us knoq qhem to plant 1 It helps us know the weather changes and know when to plan 1 It helps us know what and when to plant 1 It helps us know whem to startt planting 1 It helps us know when to plant 26 It helps us know when to plant and harvest 11 It helps us know when to plant and harvest. 1 It helps us know when to start planting 1 It helps us known when to plant 1 It helps us known when to plant and harvest 1 It helps us on when to start planting 1 It helps us plan for the planting season to avoid crop drying 1 It helps us plan for the season 1 It helps us plan what to plant 1 It helps us plan when and what to plan 1 It helps us plan when to plant and harvest 1 It helps us to know about the weather conditions 1 It helps us to know when to plant and harvest 1 It helps us to know when to prepare our gardens for planting. 1 It helps us to plan 2 1 It helps us to plan accordingly on what to grow in that season 1 It helps us to plan for our seasons 1 It helps us to plan on what crops to grow. 1 It helps us to plan on when to plant 1 It helps us to plan what to grow for the future. 1 It helps us to plan what type of crops to grow 1 It helps us to plan when to plant and harvest 1 It helps us to prepare our agricultural fields for planting. 1 It helps us to prepare our gardens for planting. 1 It helps us to try and plan accordingly 1 It informs planing and decision making at the household. 1 It informs us to prepare the agricultural fields as well as making appropriate agricultural decisions at the household level. 1 It is because helps farmers to plant in right time . 1 It is important because farmers grow crops which they buy from the Market. 1 It is important because it gives the farmers length period of planting 1 It is important for planting and it also updates the farmers on which seasons they should plant early in to overcome with drought or cacth up with rain seasons. 1 1 It is useful because it helps farmers to grow crops in right time. 1 It makes her to plan well 1 It makes her to plant crops in the right rain season 1 It makes me to plan in advance 1 It makes preparations for early planting 1 It minimizes on the losses one would incur after planting in wrong seasons 1 It will help me grow my vegetables. 1 It will help my household fully prepare for the rain start season 1 It's important for farmers because it encourages them to grow more crops and in a right time. 1 1 It's useful in making agricultural decisions, hence knowing what to grow in the particular season. 1 Its because am able to plan for my next planting season 1 Its helps us to know when to start planting 1 Its useful as it helps me plan my agricultural activities in time 1 Its useful because it keeps me alert on climatic change 1 Just to know if u will have water or not,or the temperature 1 Land preparation and planting early 1 Leads to proper planning for the planting time 1 Make me know what average time between start and end seasons of rain 1 Makes changing of livestock frm one to anothet type 1 Makes me plan for the season 1 Makes me plan well 1 Making better farming decisions 1 Making decisions on when to plant 1 Making planting decision 1 Making proper agricultural decisions 1 Never wasted seeds for planting 1 No waste of seedlings since they are bought... 1 Plan 1 Plan for season,and anticipate for the right season 1 Plan for the climate change,like planting early 1 Plan for the planting season to avoid crop failure 1 Plan for the season 1 Plan on when to plant 1 Planing on what to plant 1 Planning for hh.like planting trees increase your input 1 Planning for the planting season 1 Planning for the planting time 2 Planning for type of crop to be planted 1 Plant early 1 Plant early to avoid effects of drought 1 Plant faster yielding crops 1 Planting at the right time 1 Planting early maturing crops 1 Planting early maturing crops at the beginning of rain season 1 Planting in the proper time 1 Planting in time 3 Planting in time as guided by the extension workers 1 Planting more crops for food security 1 Predicts the weather and climate changes 1 Prepare for the next growing of crops 1 Prepare myself 1 Prepare ourselves to plant 1 Prepare the seedlings early 1 Reduce risks of losing our crops due to poor timing 1 Reserve waters no planting near streams 1 She says it allows her understand climate change patterns. 1 So as to prepare for any calamitoes tjat may arise 1 So that that can understand seasons 1 Sometimes if u plant as they predicted the rains the harvests a huge 1 Sometimes people doesn't know what is going to happen but the information updates them 1 Sometimes the information is used to plan agricultural activities 1 The information enables my household adjust its planting calender to that of the rainy season 1 The information helps in planning and makes me be ready for the season and prepare for any shock 1 The loses are minimal 1 The yields are high if I follow them 1 Their crops grew very well 1 They get good yields 1 They make me reduce on the risks of planting in wrong times 1 1 Timely planting.. 1 To alert him of the various climate changes in the area so as to lay stratagies on how to deal with it if it so hapened. 1 To avoid wastage of seeds 1 To be able to be ware of the season partnerns 1 To be able to know when rain is starting or not 1 To get to know what is happening concerning weather 1 To help farmers have hope of planting crops 1 To know more about the whether issues 1 To know the planting season 2 To know the right time of the weather and climate 1 To know the right time plant crops 1 To know the wheather status 1 To know the whether of the area or country 1 To know when to plant 3 To know when to prepare the fields 1 To make better agriculture decisions 1 To make better agruculture decisions 1 To plan 1 To plan movements well and farming 1 To plan on what to plant 1 To plant a various number of cros that are weather torelant 1 To plant early incase of predicted rains 1 To save more food 1 1 Updating farmers to plant at the right time in order not to affected by droughts. 1 Updating farmers to plant crops at right a time. 1 Updating farmers to plant crops very and get prepared 1 Use the information to plan for planting season 1 Use this information for planning on clativation 1 Useful because the information prepares me for early planting 1 We know when to plant 1 We opened up our farm field immediately 1 When I know its going to rain it encourages me to plant 1 When it comes in time, a farmer plan for the planting strategies 1 When they told me ,I prepared my seeds 1 When you plant trees, last limits the destruction of crops by strong winds 1 because the information makes plan ahead and to know what crops to grow according to expected amount of rain 1 because they give you the time to plan ahead 1 because they make us ready prepare ourselves for the harsh weather conditions 1 because we manage plan for proper yields by planting in predicted time 1 decision making 1 decision making for planting 1 decision when to plant 1 determine when to plant 1 helps me in livelihood planning 1 1 it hepls us to plan and stock agricultural inputs and other seasonal merchandise. 1 it's useful because it allows me make some important agricultural decisions like when to start planning to plant my crops. 1 planning when to plant 1 radio battery expensive 1 the information helps me not to risk my crops and money by planting at a wrong time of the season 1 to be so sure of what to do during rain season 1 updating the farmers to plant early 1 when to plant 2 Do you experience any problems with access to weather information in your commun 631 2237 0 1 0 No 321 1 Yes 310 Sysmiss 2237 What are the main problems with access to weather information? 310 0 1 39 1 2 27 1 2 3 10 1 2 3 4 5 1 1 2 3 4 5 6 1 1 2 3 5 1 1 2 3 5 6 1 1 2 4 5 1 2 5 4 1 2 5 6 1 1 3 3 1 3 4 5 1 1 3 5 2 1 4 23 1 4 5 5 1 4 5 6 1 1 5 9 1 5 6 2 1 6 2 1 7 3 2 31 2 3 2 2 3 5 1 2 4 10 2 4 5 1 2 4 6 6 2 5 1 2 5 6 1 2 6 3 2 7 1 3 8 3 4 5 3 5 3 3 6 1 4 41 4 5 4 4 5 6 1 4 6 2 4 7 1 5 18 5 7 3 6 4 7 21 dummy if problem is Information comes too late 310 2558 0 1 0 No 169 1 Yes 141 Sysmiss 2558 dummy if problem is Information is too complicated 310 2558 0 1 0 No 202 1 Yes 108 Sysmiss 2558 dummy if problem is Information is not relevant to our needs 310 2558 0 1 0 No 270 1 Yes 40 Sysmiss 2558 dummy if problem is No one is available to explain the information to us 310 2558 0 1 0 No 202 1 Yes 108 Sysmiss 2558 dummy if problem is Information is not practical 310 2558 0 1 0 No 248 1 Yes 62 Sysmiss 2558 dummy if problem is Forecast needs interpretation into local languages 310 2558 0 1 0 No 284 1 Yes 26 Sysmiss 2558 dummy if problem is Other (Specify) 310 2558 0 1 0 No 281 1 Yes 29 Sysmiss 2558 Specify this other problem 29 Am old 1 Because of many people have no excess to information. 1 Can't ask questions on radio due to lack of airtime 1 Does not believe in predictions, only God knows. 1 Gets second hand information which is not reliable 1 I dont have a radio and this information I got from the neighbour. 1 Information is not reliable 1 Information isn't regular 1 1 It's not so often 1 Its always scattered and rarely 1 Its expensive on internet 1 Its not even there actually and he only heard it once officially. 1 Its not frequent 1 Its not relevant sometimes 1 Its not specfic 1 Lack of radio to give her the information 1 Misleading 1 No battery for the radio 1 No information 1 No radio to get imformation I tap the information from other peoples radios 1 No where to get the information 1 Not all people have access to this information 1 Not everyone has a radio, which is the main medium used for dissemination 1 Only get information from the radio 2 Poor network reception in our area 1 Sometimes I'm not soo sure with my own prediction. 1 no people to give information 1 What weather information would you want to help you in your activities ? 2867 0 1 338 1 2 17 1 2 3 13 1 2 3 4 6 1 2 3 4 5 11 1 2 3 4 5 6 8 1 2 3 4 5 6 7 38 1 2 3 4 5 6 7 8 1 1 2 3 4 5 7 1 1 2 3 4 6 7 3 1 2 3 4 7 2 1 2 3 5 10 1 2 3 5 6 1 1 2 3 5 6 7 1 1 2 3 6 3 1 2 3 6 7 1 1 2 4 8 1 2 4 5 2 1 2 4 5 6 3 1 2 4 6 4 1 2 4 6 7 2 1 2 4 7 5 1 2 5 10 1 2 5 6 3 1 2 5 7 2 1 2 6 5 1 2 7 2 1 3 39 1 3 4 28 1 3 4 5 47 1 3 4 5 6 56 1 3 4 5 6 7 89 1 3 4 5 6 7 8 1 1 3 4 5 7 10 1 3 4 6 20 1 3 4 6 7 15 1 3 4 7 3 1 3 4 8 1 1 3 5 49 1 3 5 6 36 1 3 5 6 7 11 1 3 5 7 8 1 3 6 23 1 3 6 7 6 1 3 7 16 1 4 70 1 4 5 24 1 4 5 6 23 1 4 5 6 7 10 1 4 5 6 7 8 1 1 4 5 7 10 1 4 6 24 1 4 6 7 16 1 4 7 12 1 5 80 1 5 6 39 1 5 6 7 12 1 5 7 16 1 6 97 1 6 7 21 1 6 8 2 1 7 49 2 15 2 3 2 2 3 4 3 2 3 4 5 4 2 3 4 5 6 7 2 3 4 5 6 7 3 2 3 4 5 7 3 2 3 4 6 2 2 3 4 6 7 1 2 3 4 7 1 2 3 5 4 2 3 5 6 4 2 3 5 6 7 1 2 3 6 1 2 3 6 7 2 2 4 4 2 4 5 4 2 4 5 6 4 2 4 6 1 2 4 6 7 3 2 4 7 1 2 5 7 2 5 6 2 2 5 6 7 3 2 6 3 2 6 7 2 3 120 3 4 39 3 4 5 63 3 4 5 6 89 3 4 5 6 7 18 3 4 5 7 11 3 4 6 27 3 4 6 7 13 3 4 7 4 3 5 101 3 5 6 59 3 5 6 7 15 3 5 7 9 3 6 50 3 6 7 15 3 7 7 4 60 4 5 38 4 5 6 28 4 5 6 7 11 4 5 7 6 4 6 19 4 6 7 5 4 7 8 5 156 5 6 47 5 6 7 15 5 7 9 6 140 6 7 12 6 8 5 7 41 7 8 1 8 75 dummy if info is Onset of the rains 2867 1 0 1 0 No 1403 1 Yes 1464 Sysmiss 1 dummy if info is Lighting warnings 2867 1 0 1 0 No 2618 1 Yes 249 Sysmiss 1 dummy if info is Total rainfall quantity in the season 2867 1 0 1 0 No 1632 1 Yes 1235 Sysmiss 1 dummy if info is Length of growing period within a season 2867 1 0 1 0 No 1833 1 Yes 1034 Sysmiss 1 dummy if info is rainfall distribution within a season (wet/dry spells) 2867 1 0 1 0 No 1533 1 Yes 1334 Sysmiss 1 dummy if info is Information whether there will be drought or floods 2867 1 0 1 0 No 1685 1 Yes 1182 Sysmiss 1 dummy if info is Practical information on farming strategies 2867 1 0 1 0 No 2283 1 Yes 584 Sysmiss 1 dummy if info is Other (Specify) 2867 1 0 1 0 No 2780 1 Yes 87 Sysmiss 1 Specify this other info required 87 0 Didn't know 1 Doesn't want any information 1 Food prices 1 Hasn't received any information 1 How to grow drought resistant crops 1 I don't farm 1 I don't trust that imformation 1 1 Just if it will rain or shine on a certain day 1 Need training for weather changes 1 No farms she feels she doesn't need this information 1 No in formation 1 No infofmation 1 No information 11 No information received 14 Non 7 Non am not farming 2 Non,not a farmer,she isn't interested 1 None 17 None,because doesn't carry out Agriculture. 1 Not applicable 2 Nothing 1 People who listen to the radio 1 Predictions on lake waves/ strong wind 1 Reliable and practice weather forecasts 1 Strong winds 7 That she needs food not weather information 1 The type of domestic animals to rear in specific weather conditions 1 Uses his traditional ways of determining seasons doesn't need that imformation 1 We need watering cans so that in times of drought we can water our crops. 1 Wethervthey should relocate to another place 1 farming 1 how to avoid strong wind 1 when to plant 1 Which actor do you think is best suited to give you information on weather and c 2867 1 0 7 3.178 1.755 0 250 1 294 2 506 3 580 4 256 5 909 6 8 7 64 Sysmiss 1 Specify this other weather information source 64 0 All are welcome 1 Host community 1 NGO extension workers 1 Neigbour 1 No information 7 No information received 4 No information reveived 1 Non 6 Non of them can give right imformation 1 None 2 None (because she believes data provided is not accurate at all) 1 Radio 29 Radios 2 Specific 1 Television 1 Through churches 1 Through the radio 1 Trainers 1 Trainings on village level 1 radio 1 In what format would you like to receive the information? 2867 Cell phone 118 Community meeting 1198 Face to face information 888 Other (Specify) 50 Radio 585 Television 24 Written weather bulletins 4 Specify this other format 50 0 Didnt receive any inormation 1 Doesn't want information 1 From people with radios 1 Isn't knowledgeable of weather changes 1 No Information 1 No in formation received 1 No information 12 No information received 9 No information reveived 1 No inornation 1 Non 13 None 5 Radio 1 Through letters 1 Using mobile public addressing 1 How often would you like to receive this information? 2867 1 1 7 3.062 1.333 1 366 2 559 3 1091 4 371 5 391 6 40 7 49 Sysmiss 1 unique HH panel ID 14510 0 3000001 3002868 3001403.605 815.043 unique household ID 14509 1 1 14510 7255.931 4188.643 hh_member_age2 14510 0 0 102 19.913 17.249 7691 6819 0 1 0 No 7433 1 Yes 258 Sysmiss 6819 258 14252 0 21 0 Not Applicable 8 1 Agriculture, Hunting and Forestry 67 2 Fishing 0 3 Mining and Quarrying 3 4 Manufacturing/Factory wage labour 2 5 Energy: Electricity, Gas, and Water Supply, cooking stoves, 4 6 Construction (e.g. roads) 14 7 Sale, Maintenance, and Repair, Of Motor Vehicles, Motorcycle 7 8 Hotels and Restaurants (Baker, chef, cook) 6 9 Transport, Storage and Communications 2 10 Financial Intermediation 1 11 Real Estate, Renting and Business Activities 1 12 Public Administration and Defence; Compulsory Social Securit 11 13 Education/ Licensed teacher 55 14 Health/ Licensed medical professional 10 15 Other Community health worker, Social work and Personal Serv 20 16 Private Households with Employed Persons 3 17 Extra-Territorial Organisations and Bodies 1 18 Middlemen 0 19 Welder/metal work 2 20 Artisan/craftsperson (e.g. basket weaving, pottery and wood 1 21 Other (Specify) 40 Sysmiss 14252 Specify other 40 0 Bar 1 Bar attendant 1 Boda boda 1 Brewing local waragi 1 Brick laying 1 Builder 1 Cashual labour 2 Casual Labour 1 Cleaner 1 Digging a pit latrine 1 Digging on peoples farm 1 Digging pit latrine 1 Employed at a mobile shop 1 Entertainment 1 Fetching water 1 House maid 1 Local brew 1 Milk vendor 1 Saloon for some body 1 School cook 1 Securical 1 Store keeper 1 Teacher 1 Teaching 1 Translator 2 Truck driver 1 UPDF soldier 1 VHT 1 Vice chairman Obiyo village 1 Water transportation 1 With Lutherans world federation NGO 1 Working at the laropi landing site 1 Working with UNHCR 1 Works as a security guard 1 Works in other people's gardens for some money 1 food supplier assistant 1 security guard 1 tree seller 1 In the last 12 months, what was 's net take-home total payment (in cash and in- 258 0 (122500,500000] 68 (2000000,3000000] 64 (500000,2000000] 61 [0,122500] 65 7691 6819 0 1 0 No 5995 1 Yes 1696 Sysmiss 6819 1696 12814 0 21 0 Not Applicable 6 1 Agriculture, Hunting and Forestry 1397 2 Fishing 7 3 Mining and Quarrying 3 4 Manufacturing/Factory wage labour 1 5 Energy: Electricity, Gas, and Water Supply, cooking stoves, 2 6 Construction (e.g. roads) 79 7 Sale, Maintenance, and Repair, Of Motor Vehicles, Motorcycle 12 8 Hotels and Restaurants (Baker, chef, cook) 9 9 Transport, Storage and Communications 20 10 Financial Intermediation 1 11 Real Estate, Renting and Business Activities 0 12 Public Administration and Defence; Compulsory Social Securit 7 13 Education/ Licensed teacher 4 14 Health/ Licensed medical professional 2 15 Other Community health worker, Social work and Personal Serv 11 16 Private Households with Employed Persons 6 17 Extra-Territorial Organisations and Bodies 0 18 Middlemen 2 19 Welder/metal work 5 20 Artisan/craftsperson (e.g. basket weaving, pottery and wood 3 21 Other (Specify) 119 Sysmiss 12814 Specify other 119 0 Agricultural work in farms 1 Being a pastor 1 Blocker work 1 Blocker work ,building and digging 1 Boda boda 2 Brick laying 1 Builder of houses 1 Building 1 Butcher 1 Car cleaner 1 Carrying water 1 Casual Labour 7 Casual Labour(digging) 3 Casual Labour,(digging) 1 Casual labour 1 Casual work 1 Casual( Labour) 1 Cutting Grass 1 Cutting grass for other peoples gardens 1 Cutting thatching grass for other new arrivals 1 Digging 8 Digging for people and they pay her 1 Digging for the neighborhoods 1 Digging garden 1 Digging on peoples farms 2 Digging(casual Labour) 1 Diging 2 Diging for the neighborhoods during wet season 1 Diging for the neighbours 1 Diging on peoples farms 2 Farming fo money 1 Fetched water 1 Fetching water 3 Fetching water for brick making 2 Fetching water for hotels 1 Fetching water for people in the neighborhoods 3 Fetching water for people laying bricks 1 Fetching water for people who were making bricks 1 Fetching water for the grinding mill 1 Fetching water for the neighborhoods 3 Fetching water in the neighborhoods 1 Growing crops 1 He worked as a translator at the camp 1 Helping in the site 1 House boy 1 House girl 1 House maid 1 Laundry 1 Laying bricks 1 Loading bricks and off loading them from the track 1 Offloading of food from world food programme trucks 1 Restaurant attenant 2 Salon 1 Selling of fish 1 Selling silver fish 1 Shop keeper 1 Stone Quarring 1 Tailoring 1 Throutoring at the butcher 1 Translation of English to Refugee languages at health center. 1 Truck driver 1 Vending clothes 1 Vending water 1 Washing clothes 2 Washing clothes for people 1 Washing for people in the neighbourhood 1 Washing plates at Somalis home once in a while 1 Water collection 2 Water collection in restaurants 2 Working for other people like digging. 1 Working on other people's farms 1 Working on other people's farms. 1 cultivating for others 1 cultivating for others in their gardens 1 cultivation 13 cultivation for others 1 garden for someone 1 1696 0 0 3 10000 13 1008000 10 102500 1 106000 1 108000 5 1080000 1 110000 3 116000 1 12000 6 120000 40 1200000 12 1232000 1 1260000 1 128000 1 130000 5 1300000 1 132000 2 135000 3 14000 2 140000 10 1400000 2 143000 1 144000 37 1440000 4 145000 1 147000 1 15000 13 150000 74 1500000 1 153000 1 156000 2 1560000 2 16000 4 160000 8 1600000 1 162500 2 168000 2 1680000 3 17000 1 170000 3 1700000 1 175000 3 1750000 1 18000 2 180000 16 1800000 8 185000 2 189000 1 19000 1 192000 5 194000 1 195000 1 198000 1 1e+05 96 1e+06 11 20000 54 207000 1 21000 4 210000 4 214000 1 216000 1 2160000 3 217000 1 22000 1 220000 4 224000 2 225000 1 23000 1 230000 4 232000 1 235000 1 24000 5 240000 32 2400000 9 245000 1 25000 21 250000 39 2500000 2 252000 2 256000 2 265000 1 270000 1 2700000 1 28000 4 280000 4 288000 41 2880000 3 2e+05 113 2e+06 6 30000 56 315000 1 32000 5 320000 3 330000 1 336000 2 34000 2 344000 1 345000 1 35000 21 350000 11 360000 24 362000 1 370000 1 380000 4 384000 4 3e+05 82 3e+06 13 4000 2 40000 46 42000 3 420000 5 43000 1 432000 33 436000 1 440000 1 448000 1 45000 13 450000 10 460000 1 470000 1 48000 9 480000 14 485000 1 4e+05 31 5000 4 50000 95 52000 2 520000 1 528000 1 53000 1 54000 2 540000 6 55000 13 550000 2 56000 3 560000 2 576000 18 5e+05 47 6000 5 60000 60 608220 1 630000 1 64000 5 6500 1 65000 7 67000 1 672000 1 68000 1 6e+05 38 7000 2 70000 24 72000 4 720000 7 73000 1 75000 11 750000 1 756000 2 76000 1 7e+05 4 8000 2 80000 45 81000 2 82000 2 84000 5 840000 3 8500 1 85000 3 870000 1 88000 1 89000 1 8e+05 6 9000 3 90000 20 95000 4 96000 4 960000 2 9e+05 4 unique HH panel ID 2868 0 3000001 3002868 3001434.5 828.064 Have you personally noticed any changes in the weather and climate in your commu 2867 1 0 1 0 No 513 1 Yes 2354 Sysmiss 1 What changes in the weather and climate have you noticed? 2354 0 1 109 1 12 1 1 2 37 1 2 3 44 1 2 3 10 1 1 2 3 11 1 1 2 3 12 1 1 2 3 4 27 1 2 3 4 11 1 1 2 3 4 5 25 1 2 3 4 5 11 2 1 2 3 4 5 12 2 1 2 3 4 5 6 61 1 2 3 4 5 6 11 3 1 2 3 4 5 6 12 1 1 2 3 4 5 6 7 1 1 2 3 4 5 6 7 11 1 1 2 3 4 5 6 7 12 1 1 2 3 4 5 6 7 8 9 1 1 2 3 4 5 6 7 8 9 10 2 1 2 3 4 5 6 7 8 9 10 11 1 1 2 3 4 5 6 7 9 4 1 2 3 4 5 6 7 9 10 1 1 2 3 4 5 6 7 9 10 11 1 1 2 3 4 5 6 7 9 11 1 1 2 3 4 5 6 8 2 1 2 3 4 5 6 8 10 11 1 1 2 3 4 5 6 8 9 1 1 2 3 4 5 6 8 9 10 1 1 2 3 4 5 6 9 18 1 2 3 4 5 6 9 10 2 1 2 3 4 5 6 9 10 11 1 1 2 3 4 5 6 9 11 9 1 2 3 4 5 7 9 3 1 2 3 4 5 9 17 1 2 3 4 5 9 10 1 1 2 3 4 5 9 11 1 1 2 3 4 6 9 1 2 3 4 6 10 1 1 2 3 4 6 10 11 2 1 2 3 4 6 11 1 1 2 3 4 6 7 11 1 1 2 3 4 6 7 8 9 1 1 2 3 4 6 7 8 9 10 1 1 2 3 4 6 7 9 1 1 2 3 4 6 7 9 10 3 1 2 3 4 6 8 9 11 1 1 2 3 4 6 9 5 1 2 3 4 6 9 10 3 1 2 3 4 7 9 1 1 2 3 4 7 9 10 1 1 2 3 4 9 10 1 2 3 4 9 10 1 1 2 3 4 9 11 1 1 2 3 5 18 1 2 3 5 11 1 1 2 3 5 6 14 1 2 3 5 6 7 9 1 1 2 3 5 6 7 9 10 11 1 1 2 3 5 6 9 6 1 2 3 5 6 9 11 2 1 2 3 5 7 1 1 2 3 5 8 9 11 1 1 2 3 5 9 19 1 2 3 5 9 10 1 1 2 3 5 9 10 11 1 1 2 3 6 8 1 2 3 6 11 1 1 2 3 6 7 11 1 1 2 3 6 7 9 4 1 2 3 6 7 9 10 1 1 2 3 6 8 9 1 1 2 3 6 9 6 1 2 3 7 1 1 2 3 7 9 1 1 2 3 9 69 1 2 3 9 11 2 1 2 4 11 1 2 4 5 40 1 2 4 5 11 5 1 2 4 5 12 1 1 2 4 5 6 19 1 2 4 5 6 10 1 1 2 4 5 6 11 3 1 2 4 5 6 12 2 1 2 4 5 6 7 3 1 2 4 5 6 7 11 1 1 2 4 5 6 7 9 1 1 2 4 5 6 7 9 10 11 2 1 2 4 5 6 8 9 1 1 2 4 5 6 8 9 10 1 1 2 4 5 6 8 9 10 11 1 1 2 4 5 6 9 12 1 2 4 5 6 9 10 11 1 1 2 4 5 6 9 11 6 1 2 4 5 7 8 9 1 1 2 4 5 7 8 9 10 11 1 1 2 4 5 7 9 1 1 2 4 5 8 9 1 1 2 4 5 8 9 11 1 1 2 4 5 9 54 1 2 4 5 9 11 1 1 2 4 6 12 1 2 4 6 7 1 1 2 4 6 7 10 1 1 2 4 6 7 8 9 1 1 2 4 6 7 9 2 1 2 4 6 7 9 10 1 1 2 4 6 8 9 10 1 1 2 4 6 9 34 1 2 4 6 9 10 1 1 2 4 7 1 1 2 4 7 8 1 1 2 4 7 8 10 1 1 2 4 7 9 3 1 2 4 8 1 1 2 4 9 36 1 2 5 51 1 2 5 6 6 1 2 5 6 11 2 1 2 5 6 7 2 1 2 5 6 7 8 10 1 1 2 5 6 9 14 1 2 5 7 9 1 1 2 5 8 1 1 2 5 8 11 1 1 2 5 8 9 2 1 2 5 8 9 11 1 1 2 5 9 44 1 2 6 4 1 2 6 11 2 1 2 6 7 2 1 2 6 9 17 1 2 6 9 12 1 1 2 7 3 1 2 7 9 4 1 2 8 2 1 2 9 32 1 2 9 10 2 1 3 6 1 3 4 1 1 3 4 5 1 1 3 4 5 6 10 1 1 3 4 5 6 9 2 1 3 4 5 9 1 1 3 4 6 9 1 1 3 5 1 1 3 5 7 9 10 11 1 1 3 5 9 2 1 3 6 1 1 3 9 11 1 4 22 1 4 11 1 1 4 5 15 1 4 5 6 34 1 4 5 6 7 1 1 4 5 6 8 1 1 4 5 6 8 9 1 1 4 5 6 9 14 1 4 5 7 2 1 4 5 7 8 9 11 1 1 4 5 8 9 10 12 1 1 4 5 9 14 1 4 6 16 1 4 6 7 1 1 4 6 7 10 1 1 4 6 9 23 1 4 7 4 1 4 7 11 1 1 4 7 9 2 1 4 7 9 10 1 1 4 9 13 1 4 9 10 2 1 5 86 1 5 11 1 1 5 6 16 1 5 6 7 1 1 5 6 8 1 1 5 6 9 16 1 5 7 1 1 5 7 9 1 1 5 8 11 1 5 8 9 1 1 5 9 48 1 5 9 10 1 1 5 9 11 12 1 1 5 9 12 1 1 6 15 1 6 7 1 1 6 7 9 1 1 6 8 9 1 1 6 8 9 10 1 1 6 9 11 1 7 3 1 7 9 2 1 8 1 1 8 9 2 1 9 62 10 2 11 1 12 8 2 28 2 3 30 2 3 12 2 2 3 4 5 2 3 4 5 3 2 3 4 5 6 2 2 3 4 5 6 11 2 2 3 4 5 6 7 11 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 9 2 2 3 4 5 6 9 1 2 3 4 5 6 9 11 3 2 3 4 5 7 1 2 3 4 5 9 1 2 3 4 6 3 2 3 4 6 11 1 2 3 4 6 7 1 2 3 4 6 7 8 11 1 2 3 4 6 7 9 1 2 3 4 6 8 9 11 1 2 3 4 6 9 3 2 3 4 7 4 2 3 4 9 5 2 3 5 3 2 3 5 6 3 2 3 5 6 11 1 2 3 5 6 7 11 1 2 3 5 6 8 1 2 3 5 6 9 1 2 3 5 6 9 11 1 2 3 5 7 1 2 3 5 9 3 2 3 6 3 2 3 6 7 9 2 2 3 6 9 4 2 3 7 6 2 3 7 9 5 2 3 7 9 11 1 2 3 9 9 2 4 11 2 4 10 1 2 4 5 1 2 4 5 6 3 2 4 5 6 11 1 2 4 5 6 9 3 2 4 5 6 9 10 1 2 4 5 7 9 1 2 4 5 8 1 2 4 5 9 13 2 4 6 4 2 4 6 10 11 1 2 4 6 11 2 2 4 6 7 1 2 4 6 9 4 2 4 6 9 10 1 2 4 6 9 11 2 2 4 7 9 4 2 4 7 9 10 1 2 4 8 1 2 4 8 9 10 11 1 2 4 9 9 2 4 9 11 2 2 4 9 12 1 2 5 22 2 5 6 4 2 5 6 11 1 2 5 6 7 10 1 2 5 6 9 3 2 5 7 3 2 5 9 11 2 5 9 10 2 2 6 8 2 6 10 2 2 6 11 2 2 6 7 9 1 2 6 9 3 2 6 9 10 1 2 7 4 2 7 8 1 2 7 9 4 2 8 1 2 9 14 3 4 6 1 3 4 7 1 3 5 6 1 3 5 8 1 3 6 2 3 6 7 2 3 7 1 3 9 5 4 31 4 10 1 4 5 9 4 5 10 1 4 5 12 1 4 5 6 13 4 5 6 8 9 2 4 5 6 9 3 4 5 8 9 1 4 5 9 8 4 5 9 10 1 4 5 9 11 1 4 6 6 4 6 7 9 1 4 6 8 9 1 4 6 9 9 4 7 2 4 7 9 2 4 8 12 1 4 8 9 1 4 9 6 5 117 5 11 2 5 12 1 5 6 16 5 6 7 1 5 6 8 9 1 5 6 9 7 5 6 9 12 1 5 7 10 5 7 8 2 5 7 9 1 5 8 11 5 8 9 3 5 9 37 5 9 10 12 1 6 44 6 10 1 6 12 1 6 7 7 6 8 9 1 6 9 6 7 40 7 10 1 7 8 1 7 9 6 8 18 9 34 9 10 9 9 12 3 dummy if weather change is Reduction in the amount of rainfall 2354 514 0 1 0 No 814 1 Yes 1540 Sysmiss 514 dummy if weather change is Change in season start 2354 514 0 1 0 No 1105 1 Yes 1249 Sysmiss 514 dummy if weather change is Change in season end 2354 514 0 1 0 No 1748 1 Yes 606 Sysmiss 514 dummy if weather change is Increase in the length of the mid season dry spell 2354 514 0 1 0 No 1457 1 Yes 897 Sysmiss 514 dummy if weather change is Increasing temperatures 2354 514 0 1 0 No 1202 1 Yes 1152 Sysmiss 514 dummy if weather change is Increasing frequency and intensity of droughts 2354 514 0 1 0 No 1629 1 Yes 725 Sysmiss 514 dummy if weather change is Increase in the amount of rainfall 2354 514 0 1 0 No 2130 1 Yes 224 Sysmiss 514 dummy if weather change is Reducing temperatures 2354 514 0 1 0 No 2245 1 Yes 109 Sysmiss 514 dummy if weather change is Longer dry season 2354 514 0 1 0 No 1346 1 Yes 1008 Sysmiss 514 dummy if weather change is Increase in frequency and intensity of floods 2354 514 0 1 0 No 2272 1 Yes 82 Sysmiss 514 dummy if weather change is Drying of perennial rivers 2354 514 0 1 0 No 2252 1 Yes 102 Sysmiss 514 dummy if weather change is Other (Specify) 2354 514 0 1 0 No 2321 1 Yes 33 Sysmiss 514 Specify this other change 33 0 A stormy rainfall 1 Diseases 1 Early rains 1 Hailstorm 1 High incidence of strong winds 2 Increase in strength of wind 1 Mixed changes in weather and climate patterns ans seasons 1 No pasture for animals 1 Rain doesn't come at the right time 1 Rain starting 1 Serious winds 1 Strong winds 10 Un predictable seasons 1 Very strong winds 1 Very strong winds destroying houses 1 Wind 2 Wind is a problem 1 Winds 4 too much sunshine 1 Did you do anything to adjust your livelihoods to changes in weather and climat 2354 514 0 1 0 No 1238 1 Yes 1116 Sysmiss 514 What do you do to adjust your livelihoods to the weather or changing climate? 1116 0 1 238 1 2 134 1 2 3 12 1 2 3 4 5 2 1 2 3 5 16 1 2 4 1 1 2 4 5 2 1 2 5 70 1 2 5 6 3 1 2 6 3 1 3 23 1 3 4 1 1 3 4 5 2 1 3 5 25 1 3 5 6 2 1 4 6 1 4 5 9 1 5 172 1 5 6 4 1 6 8 2 83 2 3 3 2 5 13 2 6 1 3 16 3 4 1 3 5 4 4 9 4 5 2 4 6 1 5 163 5 6 8 6 79 dummy if adjustment is Adjust planting date 1116 1752 0 1 0 No 383 1 Yes 733 Sysmiss 1752 dummy if adjustment is Adjust the crop type and variety planted 1116 1752 0 1 0 No 773 1 Yes 343 Sysmiss 1752 dummy if adjustment is Sell livestock 1116 1752 0 1 0 No 1009 1 Yes 107 Sysmiss 1752 dummy if adjustment is Sell other assets 1116 1752 0 1 0 No 1080 1 Yes 36 Sysmiss 1752 dummy if adjustment is Diversify livelihoods 1116 1752 0 1 0 No 619 1 Yes 497 Sysmiss 1752 dummy if adjustment is Other (Specify) 1116 1752 0 1 0 No 1007 1 Yes 109 Sysmiss 1752 Specify this other action taken to adjust livelihood 109 Barter trade 1 Bath when its hot 1 Bathing oftenly and sleeping out side 1 Boda boda transporter to earn income 1 Bought more food to stock in drought 1 Build shade around the hpme 1 Business 1 Buy enough food to use in the long drought 1 Carpentry work and casual labour 1 Carry out intercropping 1 Carry out intercropping by planting beans and maize with in the banana plantation 1 Casual jobs 1 Casual labour 4 Casual labour to earn a living 1 Casual labouring 1 Casual work 1 Collecting fire wood and selling 1 Conserve the available trees for shade and to also act as wind breakers 1 Conserving trees for shade 1 Constructed a pond for the animals to drink water 1 Construction of trenches in gardens 1 Crop diversification 1 Depended on casual Labour 1 Did causal Labour for survival 1 Diversifying livelihood 1 Do casual jobs 2 Do casual work 2 Done casual work for money for food and other needs 1 Food vending 1 1 Got a causal job 1 Growing drought resistant Vegetables 1 Growing drought resistant crops 1 Had to buy food 1 Help from relatives 1 Irrigation 2 Its had for me 1 Just a week ago, the house hold started growing drought resistant legumes such as cow peas 1 Just aweek ago I started growing drought resistant Vegetables 1 Keep trying 1 Keeping harvested food to use in the dry season 1 Keeping the little harvested stock for future use without selling 1 Kept my harvest for the dry season 1 Kept or stored some crop produce to be used in dry seasons. 1 Land is small cant plant trees 1 Mulching 1 Nothing 1 Opt to purchase food for consumption 1 Outsource food 1 Outsourced food 1 Petty trade 2 Plan 1 Plant our crops near river streams like beans,maize,cabbage in dry season 1 Planted the trees given to us by the host community so as they can act as wind breakers in the near future 1 Planted trees 1 Planting drought resistant Vegetables 1 Planting drought resistant Vegetables like Okra, dodo 1 Planting drought resistant crops like cassava 1 Planting shifted to the swamps 1 Planting trees 1 Planting trees as windbreaks 1 Practiced irrigation 1 Practicing Bee keeping and brick laying to earn a living 1 Preserve more food for drought 1 Preserving stock to use in dry season 1 Protect the available trees so that they can provide shade 1 Put strong stones and soil heaps on top of my roof 1 Relied on food assistance 1 Saving the little produce for future use 1 Sell of some marooke to purchase other food stuffs 1 Selling labour for food 3 Selling of labour 1 Sit under shade 1 Sold matooke 1 Sold my onions to survive 1 Store enough food for the family 1 Stored enough food 1 Storing enough food in case of any incident happens. 1 Storing more food like maize,millet 1 Storing of enough food 1 Tailoring 1 Tapping water in an underground hole sealed by a taupaulin 1 They repaired back their houses that had been blown by the wind 1 They stayed inside the house 1 Use harvested produce sparingly 1 Use of manure like cow dung on the banana plantations wch is expensive.. 1 Use of ropes and sticks to support banana plants during rainy seasons to avoid winds to fall them 1 Used the little harvested produce sparingly 1 Using food assitance sparingly 1 Using food given to us sparingly 1 Vendoring in the market 1 Water conservation and management practices like digging trenches in fields. 1 Water conservation practices like digging trenches in fields 1 Water management techniques 1 Watering plants 1 Working from nationals for food 1 carrying out Intercropping 1 do casual work to get money for survival 1 pl anting near swamp,irrigation 1 planting permanent crops like coffee,trees 1 What do you think should be done to improve your household’s ability to withstan 2867 0 0 458 0 1 2 3 4 5 6 8 1 0 1 3 5 1 0 10 1 0 3 8 1 0 4 5 6 7 8 10 1 0 8 2 0 8 9 1 1 103 1 10 2 1 11 2 1 2 21 1 2 10 1 1 2 3 50 1 2 3 10 1 1 2 3 4 13 1 2 3 4 5 18 1 2 3 4 5 6 8 1 2 3 4 5 6 10 1 1 2 3 4 5 6 7 5 1 2 3 4 5 6 7 8 9 1 2 3 4 5 6 7 8 10 2 1 2 3 4 5 6 7 8 9 8 1 2 3 4 5 6 7 8 9 10 21 1 2 3 4 5 6 7 9 10 2 1 2 3 4 5 6 8 2 1 2 3 4 5 6 8 10 2 1 2 3 4 5 6 9 1 1 2 3 4 5 7 1 1 2 3 4 5 7 8 1 1 2 3 4 5 7 8 10 2 1 2 3 4 5 7 8 9 10 1 1 2 3 4 5 8 5 1 2 3 4 5 8 9 1 1 2 3 4 5 9 3 1 2 3 4 6 2 1 2 3 4 6 7 1 1 2 3 4 6 7 10 1 1 2 3 4 6 7 8 1 1 2 3 4 6 7 8 9 2 1 2 3 4 7 1 1 2 3 4 7 8 3 1 2 3 4 7 8 9 2 1 2 3 4 7 9 1 1 2 3 4 8 4 1 2 3 4 8 10 1 1 2 3 4 8 9 2 1 2 3 5 11 1 2 3 5 6 4 1 2 3 5 6 10 1 1 2 3 5 6 7 8 1 1 2 3 5 6 8 5 1 2 3 5 7 2 1 2 3 5 7 8 5 1 2 3 5 7 8 9 1 1 2 3 5 7 9 1 1 2 3 5 8 9 1 2 3 5 8 10 2 1 2 3 5 8 9 2 1 2 3 5 9 3 1 2 3 6 6 1 2 3 6 10 1 1 2 3 6 7 1 1 2 3 6 8 3 1 2 3 7 6 1 2 3 7 8 3 1 2 3 7 9 10 1 1 2 3 8 14 1 2 3 8 9 2 1 2 3 9 2 1 2 4 12 1 2 4 5 6 1 2 4 5 6 2 1 2 4 5 7 1 1 2 4 5 7 8 1 1 2 4 5 8 9 1 1 2 4 6 1 1 2 4 7 2 1 2 4 7 8 9 1 1 2 4 8 1 1 2 5 5 1 2 5 6 1 1 2 5 6 8 4 1 2 5 6 8 10 1 1 2 5 6 9 2 1 2 5 7 1 1 2 5 7 8 2 1 2 5 7 9 1 1 2 5 8 7 1 2 5 9 1 1 2 6 2 1 2 6 7 8 9 1 1 2 6 7 9 10 1 1 2 6 8 2 1 2 7 1 1 2 7 8 4 1 2 8 10 1 2 8 9 10 1 1 2 9 2 1 3 59 1 3 4 20 1 3 4 10 1 1 3 4 5 13 1 3 4 5 10 2 1 3 4 5 6 4 1 3 4 5 6 7 8 5 1 3 4 5 6 7 8 9 3 1 3 4 5 6 7 8 9 10 3 1 3 4 5 6 8 3 1 3 4 5 6 8 10 1 1 3 4 5 6 8 9 1 1 3 4 5 7 2 1 3 4 5 7 8 2 1 3 4 5 7 8 10 1 1 3 4 5 7 8 9 10 1 1 3 4 5 7 9 1 1 3 4 5 8 13 1 3 4 5 9 6 1 3 4 6 7 8 1 1 3 4 7 1 1 3 4 7 8 9 1 1 3 4 8 35 1 3 4 8 9 7 1 3 4 9 4 1 3 4 9 10 1 1 3 5 13 1 3 5 6 5 1 3 5 6 7 8 9 1 1 3 5 6 8 10 1 1 3 5 6 8 9 2 1 3 5 7 1 1 3 5 7 8 2 1 3 5 7 8 9 2 1 3 5 7 9 1 1 3 5 8 8 1 3 5 8 10 1 1 3 5 8 9 3 1 3 5 9 3 1 3 6 2 1 3 6 7 1 1 3 6 7 8 9 1 1 3 6 8 9 1 1 3 6 8 9 10 1 1 3 7 5 1 3 7 8 4 1 3 7 8 9 3 1 3 7 8 9 10 1 1 3 7 9 4 1 3 8 41 1 3 8 10 2 1 3 8 11 1 1 3 8 9 3 1 3 8 9 10 1 1 3 9 6 1 4 17 1 4 10 1 1 4 5 9 1 4 5 6 2 1 4 5 6 7 8 3 1 4 5 6 7 8 10 4 1 4 5 6 7 8 9 3 1 4 5 6 7 8 9 10 4 1 4 5 6 8 3 1 4 5 7 1 1 4 5 7 8 3 1 4 5 7 8 10 1 1 4 5 7 8 9 2 1 4 5 8 5 1 4 5 8 9 2 1 4 6 1 1 4 6 7 1 1 4 6 7 8 10 3 1 4 6 7 8 9 1 1 4 6 8 2 1 4 6 9 1 1 4 7 3 1 4 7 8 1 1 4 7 8 10 2 1 4 8 8 1 4 8 10 1 1 4 8 9 3 1 5 7 1 5 6 1 1 5 6 7 1 1 5 6 8 2 1 5 7 10 1 1 5 7 8 2 1 5 7 8 10 1 1 5 7 8 9 1 1 5 8 7 1 5 8 10 1 1 5 8 11 1 1 5 8 9 3 1 5 9 1 1 6 1 1 6 7 8 3 1 6 8 3 1 6 8 10 1 1 6 8 9 1 1 6 9 2 1 7 2 1 7 8 7 1 8 56 1 8 10 1 1 8 9 4 10 3 11 73 2 80 2 11 2 2 3 56 2 3 4 25 2 3 4 5 5 2 3 4 5 6 1 2 3 4 5 6 7 8 5 2 3 4 5 6 7 8 10 1 2 3 4 5 6 7 8 9 1 2 3 4 5 6 8 9 1 2 3 4 5 7 2 2 3 4 5 7 8 5 2 3 4 5 7 8 9 10 1 2 3 4 5 7 9 2 2 3 4 5 8 1 2 3 4 5 8 10 1 2 3 4 6 5 2 3 4 6 7 8 9 1 2 3 4 7 3 2 3 4 7 8 1 2 3 4 7 8 9 1 2 3 4 8 7 2 3 4 8 10 1 2 3 4 8 11 1 2 3 4 8 9 5 2 3 4 9 1 2 3 4 9 10 2 2 3 5 14 2 3 5 10 1 2 3 5 6 4 2 3 5 6 7 8 1 2 3 5 6 7 8 11 1 2 3 5 6 7 8 9 1 2 3 5 6 7 8 9 10 1 2 3 5 6 8 4 2 3 5 7 8 1 2 3 5 7 9 1 2 3 5 8 11 2 3 5 8 9 1 2 3 6 9 2 3 6 7 11 1 2 3 6 8 1 2 3 6 8 9 1 2 3 7 4 2 3 7 8 5 2 3 8 25 2 3 8 10 1 2 3 8 9 1 2 3 8 9 10 1 2 3 9 1 2 3 9 10 1 2 4 24 2 4 11 1 2 4 5 13 2 4 5 6 1 2 4 6 2 2 4 7 8 2 2 4 8 3 2 5 9 2 5 6 4 2 5 7 3 2 5 7 8 1 2 5 7 8 9 1 2 5 8 5 2 5 8 11 1 2 5 8 9 1 2 5 9 1 2 6 3 2 6 7 8 1 2 6 8 2 2 6 8 9 1 2 7 3 2 7 8 7 2 7 9 4 2 8 14 2 8 9 1 2 9 1 3 95 3 11 4 3 4 33 3 4 5 19 3 4 5 6 5 3 4 5 6 7 8 2 3 4 5 6 7 8 9 1 3 4 5 6 7 8 9 10 3 3 4 5 6 8 3 3 4 5 7 8 1 3 4 5 7 8 9 2 3 4 5 7 9 1 3 4 5 8 7 3 4 5 8 9 4 3 4 5 9 1 3 4 6 3 3 4 6 7 1 3 4 6 7 8 9 1 3 4 6 8 1 3 4 7 2 3 4 7 10 1 3 4 7 8 2 3 4 7 8 10 1 3 4 8 8 3 4 8 10 1 3 4 8 9 2 3 4 8 9 10 1 3 4 9 2 3 5 14 3 5 10 1 3 5 6 10 3 5 6 11 1 3 5 6 7 8 2 3 5 6 8 5 3 5 6 8 9 2 3 5 6 9 3 3 5 7 1 3 5 7 8 8 3 5 7 8 10 1 3 5 8 15 3 5 9 3 3 6 9 3 6 10 1 3 6 7 8 1 3 6 8 10 3 7 3 3 7 8 11 3 7 8 9 1 3 8 33 3 8 11 1 3 8 9 4 3 8 9 10 1 3 9 4 4 52 4 10 1 4 11 6 4 5 25 4 5 6 6 4 5 6 7 8 2 4 5 6 8 1 4 5 6 8 9 1 4 5 6 9 1 4 5 7 1 4 5 7 8 3 4 5 7 9 1 4 5 8 6 4 5 9 1 4 5 9 10 1 4 6 7 4 6 8 9 10 1 4 7 1 4 7 8 2 4 7 8 9 1 4 8 10 4 9 1 5 53 5 6 10 5 6 7 8 1 5 6 8 8 5 7 5 5 7 8 5 5 8 30 5 9 1 6 36 6 11 1 6 7 1 6 7 10 1 6 7 8 1 6 8 10 6 8 10 1 7 26 7 10 1 7 8 51 7 9 1 8 185 8 11 8 8 9 5 9 3 9 10 2 dummy if coping is none 2867 1 0 1 0 No 2401 1 Yes 466 Sysmiss 1 dummy if coping is Invest in water harvesting for crops and livestock 2867 1 0 1 0 No 1887 1 Yes 980 Sysmiss 1 dummy if coping is Improve information dissemination on weather and climate 2867 1 0 1 0 No 2085 1 Yes 782 Sysmiss 1 dummy if coping is Invest in drought resistant crops or new seed varieties 2867 1 0 1 0 No 1710 1 Yes 1157 Sysmiss 1 dummy if coping is Capacitate producers 2867 1 0 1 0 No 2127 1 Yes 740 Sysmiss 1 dummy if coping is Diversify farm livelihoods 2867 1 0 1 0 No 2129 1 Yes 738 Sysmiss 1 dummy if coping is Invest in off farm employment 2867 1 0 1 0 No 2473 1 Yes 394 Sysmiss 1 dummy if coping is Improve natural resources management 2867 1 0 1 0 No 2457 1 Yes 410 Sysmiss 1 dummy if coping is Plant more trees 2867 1 0 1 0 No 1812 1 Yes 1055 Sysmiss 1 dummy if coping is Invest in drought resistant livestock breeds 2867 1 0 1 0 No 2620 1 Yes 247 Sysmiss 1 dummy if coping is Conduct value addition 2867 1 0 1 0 No 2749 1 Yes 118 Sysmiss 1 dummy if coping is Other (Specify) 2867 1 0 1 0 No 2762 1 Yes 105 Sysmiss 1 Specify this other action that can be done 105 0 Avail them land and farm inputs 1 Avail them land for farming 1 Avail them with land and inputs for farming 1 Avail us more land and farm input 1 Avoiding deforestation 1 Awareness and sensitization 1 Can not specify what to be done 1 Constructing better houses 1 Digging ditches on the farm to avoid floods 1 Early warnings from government about drought 1 Educate on weather changes 1 Following 1 Food assistance 1 Food assistance is needed 1 Food security,store food incase of weather socks especially long periods of rain. 1 Give food in times of water shortage 1 Give more land and seeds to us 1 Give them food 3 Give them food ,land and farm inputs 1 Give them food or money in times of disasters 1 Give them land and farm inputs 3 Give them land money and farm inputs 1 Give them money to develope 1 Give them more food and land 1 Give them seedlings to plant 1 Give us capital for bussiness 1 Give us food and money 2 Give us food and money to eat 1 Give us land for farming 1 Give us money to buy food 1 Give us more land and farm inputs 1 Give us tap water 2 Give us water to help in drought 1 Giving them money and land 1 Government open markets for our crops 1 I take my goats to the lake 1 Improved storage facilities of produce. 1 Increase on assistance 1 Irrigation scheme 1 Irrigation schemes to solve the problem of water shortage 1 Its only the goverment to help theres nothing we can do 1 Money and farm inputs for farming 1 More training on climate change adaptation to farmers 1 More trainings on adaptation measures to farmers 1 Need to be taught about weather changes 1 Nothing 1 OPM should provide food ratios 1 Plant fasrter growing grass 1 Plant more trees for firewood and give them more foods 1 Provide farm inputs 1 Provide food 5 Provide food in times of disaster 1 Provide food in times of drought 1 Provide iron sheets 1 Provide pestcides 1 Provide seedlings 1 Provide seeds and food 1 Provide seeds and livestock 1 Provide tapped water 1 Provide trainings on climate adaptation 1 Provide us with food and livestock 1 Recieving more knowledge about climate and whether changes 1 Resettle us back to our country 1 She needs food and clothes 1 Storage of more food to hold us for long dry season 1 Store enough cereal crops 1 Store enough food for the family 1 Storing more food 1 Teach them about weather changes 1 Teach them more on weather 1 Teach them on weather and climate changes. 1 The meteorological dept should always inform people and do trainings 1 They should warn and control the refugees not to cut trees. 1 Train the refugees on how the weather changes 1 Train them on how to deal with weather changes 1 Train them on how to withstand the harsh weather 1 Train them on the weather changes 1 Training farmers to plant and implement adaptive measures of climate change 1 Use traditions and customs to restore the rain 1 Wants money and food 1 Wants money to go back home 1 need a job so as to start earning 1 provide food 1 provide him money to start up a business 1 provide money for business 1 provide money for them inorder to start business 1 provide more help 1 provide more to start business 1 provide seedlings for farming 1 provide seedlings that are drought resistant. 1 provision of capital to start up business 1 provision of good seedlings for planting 1 provision of money to start business 1 provision of money to start up a business 1 start up a business 1 Which crop that your household has been growing is MOST affected by changes in t 2637 .0 1 0 376 0 p.o. 1 150kgs of beans due to drought 1 990 1 Amaranth 1 Baens and maize 1 Banana 6 Banana plantain 5 Banana plantain,beans, 1 Banana plantation 3 Banana plantations 1 Bananas 12 Bananas by strongwinds 1 Bananas,beans 1 Bean 1 Beans 701 1 Beans affected by dry spells 1 Beans affected by dry spells July month 1 Beans affected by rain 2 Beans affected by rain and wind 1 Beans affected by rainn 1 Beans affected by rains. 1 Beans and maize 3 Beans were affected by long dry seasons 1 Beans were affectedby rain 1 Beans, Gnuts 1 Beans, g nuts 1 Beans, maize 1 Beans, millet 1 Beans,cassava. 1 Beans,maize 4 Beans,maize,bananas 1 Beans,maize,potato,cassava 1 Beans. 2 Boo 1 Breans 1 Cabagge 2 Cabbage 3 Cabbage, Tomatoe, Okra 1 Cabbages 1 Cabbages, Onion. 1 Cassava 38 Cassava which yet to be harvested in four months to come 1 Cassava, Maize. 1 Chicken 1 Coffee 19 Coffee. 2 Cotton 2 Cow Peas Leaves 1 Cow peas 2 Cow peas leaves 3 Cowpeas 3 Cowpease, Doddo 1 Didn't grow any crop cz where initially the house hold was cultivating was occupied by another person. 1 Egg plant 1 Eggplant 2 Eggplants 2 G nuts 3 G nuts, 1 G.nuts 4 G.nuts and maize 1 G.nuts expected 160kk instead got 40kgs 1 Gnits 1 Gnuts 10 Grandnuts 1 Ground Nuts 1 Ground nuts 27 Ground nuts and maize 1 Groundnuts 29 Groundout 1 Irish 1 Irish potatoes 7 Lost 200kg of maize 1 Lost 20kg of beans 1 Lost 20kg of maize due to drought 1 MAIZE 1 MILLET 1 Maiz 1 Maize 502 1 1 Maize affected 1 Maize and beans 2 Maize and greens or osobi 1 Maize and ground nuts 2 Maize and sweet potatoes 1 Maize only 1 Maize, Beans. 1 Maize, G,nuts, simsim, beans,tobacco. 1 Maize, G,nuts. 1 Maize, beans 1 Maize, millet 1 Maize. 1 Matoke 1 Matooke 5 Mazie 1 Millet 12 1 Millet is affected by too much rain 1 N/A 2 Never cultivated 1 Never grew 1 No crops 1 Non 33 None 254 Not affected 2 Not applicable 21 O 16 Ocra 7 Okra 7 Onions 4 Onions was affected by the long drought 1 Onions were being seriously affected by long drought in Octobber 1 Osobi 2 Peagon peas 1 Peas 3 Pigeon Peas 1 1 Potatoes 2 Respodent doesn't know anything 1 Rice 10 Rice affected by dry spells 1 Rice,tabbacco 1 Sim sim 2 Simsim 99 Simsim and sorgaham 1 Simsim was seriously affected by long drought in august and September in 2018 1 Sismim 1 Sorgham and simsim 1 Sorghum 35 Soya beans and maize 1 Sugarcan plantaion 1 Sugarcane 2 Sukuma wiki 1 Sukumawiki 1 Sun flower 1 Sweet Potatoes 1 Sweet potatoes 2 Sweet potatoes due to dry spells 1 Sweet potatoes, and ground nuts 1 Sweet potatoes. 1 Sweetpotatoes affected by dry spells 1 Sweetpotatoes,cassave 1 The crop did not get spoilt by any climate effect 1 Tobacco 9 Tobbacco 2 Tomatoes 28 Vegetables 1 all mentioned above 1 all those mentioned above 1 banana 1 beans 61 beans dry 1 beans@ 1 cassava 1 ground nuts 5 ground nuts, okra, maize 1 irish potatoes 2 maize 59 maize affected my wind and rain 1 matooke 4 none 23 nothing 5 onions 4 osobi 1 pease 1 pumpkin 1 rice 5 sim sim 1 simsim 7 sorgham 2 sorgham,maize, and simsim 1 sorghum 1 tomatoes 12 Which livestock species that your household has been keeping is MOST affected by 2499 0 ,0 2 0 770 00 16 1000 1 Beans 3 Cattle 72 Cattle is affected by drought 1 Chicken 142 Chicken and pig 1 Chicken high breed 1 Chicken,Pigs 1 Chicken. 1 Chicks 1 Cow 5 Cow, Goats 1 Cows 62 Cows and goats 1 Cows. 1 Does not own 1 Don't know 3 Ducks 7 Exotic cows 1 Goat 17 Goat's 15 Goats 97 Having local breeds which are risistant 1 Hen 1 Hen's 1 Hens 11 J 1 Local 2 Local bleads 1 Local breed 2 Maize 2 N/A 1 No 2 No livestock 1 No livestock owned 1 Non 47 None 866 None because the ducks at home were just been bought last month of April 2019 1 Nonr 1 Not affected 1 Not applicable 30 Not been rearing animals 1 Nothing 1 O 47 Oo 1 Pig 8 Pig local 1 Pig local breed 1 Pigs 88 Pigs and goat 1 Poultry 6 Poutry 1 Rabbits 2 Rabit 1 Sheep 3 all the 10 cows died 1 cattle 1 chicken 39 cows 1 ducks 6 goat 2 goats 6 hens 5 none 54 nothing 4 pigeons 1 pigs 21 Which group in your household is most affected by changes in the weather 2867 1 1 5 2.989 0.609 1 104 2 163 3 2334 4 193 5 73 Sysmiss 1 Explain why [Men] are the MOST affected group 104 Alone in the house 1 Am the bread winner of the family 1 Am the sole bread winner for my family 1 Am the sole bread winner of my family 1 Am the sole bread winner of my family so I spend alot 1 Are bread winners 1 Because Farming is the source of income for him to feed his family 1 Because I had less to sell and get income 1 Because farmer is single and male 1 Because farming is asource of in come for him and his house hold 1 Because has to beg for food if there's a seasonal disaster like drought 1 Because he has to look for food for a house hold 1 1 Because he is the only one in the house 1 Because its burden on the man to look for food for the family 1 Because men have to struggle buying food for the home 1 Because the man has to look for other ways to get food for the home 1 Because the man has to take care of the family just in case of bad weather affecting the harvest. 1 Because the respondent is the only household members who is affected 1 Because they are bread winners of a home 1 Because they are the ones who cater for the daily needs of the household. 1 Because they are the ones who look for food and other basic needs 1 Because they have to look for alternative sources of food which is very difficult. 1 Becuasse they are bread winners 1 Being the head he has to look for family survival 1 Breadwinners 1 Cannot get access to basic needs especially food 1 Get involved in agricultural produce 1 Has a man it becomes very hard to provide for the family pop due to drought 1 He has to feed the family but he not able due to Climate change 1 He has to look for family survival 1 He has to look for money for familys survival 1 He is alone 1 He is the family head 1 He is the head and solebread winner of the family 1 He is the house head and bread winner has to look for family survival 1 He is the only household member 1 He is the only one in the house 2 He is the only one in the house holds 1 He is the sole breadwinner and strongone 1 He's partly disabled, so when such disaster stiked like last season when he lost garden of maize, it became hard to look for alternatives for his family to survive. 1 He's the bread winner of the family, he has to sell off food to afford other necessities 1 Head of family , works for the family 1 Hes responsible for the well being of his family 1 Household heads have to be there for the family 1 I bear the expenses of the whole house hold and farming is my only trusted source of income 1 I have to support my family I'm this hard time 1 Income of the home reduces hence the man has to struggle to make ends meet 1 It affect men because they are in charge of home and its burden to adjust livelihood each time weather changes occur 1 It affected the man because all the responsibility lies upon him 1 It is because men are the ones who do most of the work in my household 1 It makes it hard for him to provide family need's 1 It's just a male in the household. 1 Its because all the financial responsibilities are mine and my only source of income is agriculture 1 Its because every responsible is on them in the household 1 Its because most if the responsibility is theirs 1 Its because we the bread winners yet we fully depend on only agriculture 1 Male children because they couldn't complete school due to schoolnfees issues as a parent I couldn't afford due to low food production 1 Men are responsible for a home 1 Men are the most affected because too much sunshine causes malaria to them as they struggle to make ends meet 1 Men are the ones who struggle to get food for the family 1 Men get thirsty so often in times of drought and water scarcity. 1 Men have to endure the burden to feed the home and livestock when there's bad weather like a dry spell. 1 Men have to find other ways to feed the family. 1 Men have to look for family's survival 1 Men have to look for other sources of income in order to feed the family, after the climate has affected their crops. 1 Men he has to make sure that food is always available in the family 1 Men they have a lot of activities to do like looking for work and money 1 Men work more than women 1 No females in my household 1 Only men stay here 1 Only one man stays in the household and he is too old. 1 Over working 1 Provides basic needs for the family 3 Provides food to the family 1 Provides the family with basic needs especially food 1 Since majority are fisher men, too much sunshine leads to scarcity of fish 1 Sole bread winner 1 The farmer had less to sell and thus less income 1 The man has to look for other sources to feed the family 1 The only one in his household 1 The only one in the household. 1 They are bread winners 1 They are the breadwinner's in a home so they have the task of looking for food. 1 They are the only ones in the house 1 They are the sole winner of their family bread 1 They bare the burden to look for other ways to survive 1 They bear most responsibility in bringing food to the table 1 They bear the burden to look for casual work to Feed the family. 1 They have take care of their families 1 They have to look for family's survival 1 They have to look for water 1 They look for food for a home 2 They look for food of a home 1 Those who are fishing like him because of either water accidents and lack of fish due to reduction of water because of long drought 1 When there's reduction of harvest, the man has to look for other ways to feed the family 1 because we are the ones who risk our lives to go fishing in the lake. 1 struggle to get what to eat since they haven't been planting crops. 1 their source of income is affected by weather changes 1 they no longer fish due to strong winds 1 Explain why [women] are the MOST affected group 163 Am the main person in the family bun the production chain 1 Am the main person in the family concerned with production 1 Am the one growing the food for the family 1 Am the one who grows food 1 Am the sole bread winner of this family, in food production, education and health 1 As a widow and woman, she has struggle to feed her family during the times when there's drought. 1 As a woman and head of the household, it's her to look alternative sources of food like casual work 1 Beause they are care takers of a home 1 Because I am a woman who looks for food for my self 1 Because I involve in production of food to the household 1 Because I'm a widow so I have to saffer a lone looking for children's food 1 1 Because are involved in planting and they are the ones who suffer consequences 1 Because as a woman herself she has to suffer looking for other ways to survive which is abit hard. 1 Because his own woman has a chronic disease, therefore changes in weather (which destroys crops) means he can't be able to have enough money for medication. 1 Because it is the mothers who mostly strive hard for their families. 1 Because most women are meant to look for food for a home 1 Because most women are supposed to look for food for a house hold 1 Because she is pregnant 1 Because she is the only member in her house hold 1 Because she's a widow therefore has try by all means to provide food for her children otherwise they would die 1 Because the whole act of feeding is lying in the hands of a woman 1 Because the woman who is the bread winner is partially I'll, so any changes in weather affects her most. 1 Because they are a weak sex 1 Because they are most hard working 1 Because they are most hardworking 1 Because they are the most hard working 1 Because they are the ones who grow food for the hh 1 Because they are the ones who look for food for a home 1 Because they are the ones who provide food for the home most at times 1 Because they are the weakest 1 Because they can be pregnant and stressed by weather changes. 1 Because they lack what to cook 1 Because when pregnant, women surfer most and get affected. 1 Because women are the most involved in agriculture 1 Because women are the ones involved in planting 1 Because women are the ones struggling to look for food when there's no food like right now 1 Because women are the ones who fetch water and it was fetched from far 1 Because women are the ones who had done farming mostly en crops were destroyed 1 Because women are the ones who take care of a home in food consumption and at times taking care of a home 1 Because women especially widows have to look for resources to feed the family through casual labor which is abit difficult. 1 Because women fail to get what to give their children to eat 1 Because women in a household invest in Agriculture so they were the most affected 1 Because women participate so much in farming more than other groups and they incur the losses due to weather changes 1 Being a single mother with a disabled son who can't help himself ,she feels mothers in her situation suffer the most because men leave them with full responsibility yet they can't provide enough. So women suffer to provide for their children. 1 Being a widow and old with no helper, she had to beg food from her friends and neighbour after the dry spell destroyed her crops. 1 Bread winner 1 Breadwinner 1 Day of distribution,fetching water, collecting fire wood its women 1 Get involved in agricultural production 1 Have to look for survival 1 Her being a widow and head of the household, its based on this that she bears all burden to plan for how to survive in other ways if there has been a disaster like drought or floods. 1 Herself being the household head 1 I have to look for food 1 It is because it's the women that engage mostly in Agricultural activities and other household activities 1 It is because most of the women farm alot 1 It is because women work more than the men 1 Its because all the responsibilities are on me since i have no husband 1 Its because am the bread winner so all the responsibilities are on since i have no husband 1 Its because every reaponsibility in my household is mine 1 Its because iam the bread winner i have no husband 1 Its because its me doing most of the agricultural work 1 Its because providing food for the household is mostly my responsibility 1 Its because we are the bread winners 1 Its because we are the breed winners men nolonger have responsibilities its all ours now 1 Its because we have more responsibilities than men 1 Its hard to prepare food for the family and female children fall sick often 1 Lack of water and women are the ones to fetch from long distances 1 Made her sick 1 Men a never home to suffer the consquencies of weather change 1 Men abandone their families in such disasters for women to handle 1 Men are never there 1 Men don't care 1 Men don't care they just disappear 1 Men don't mind 1 Men leave their responsibilities and run away. 1 Most women are much involved in digging so affected by weather.But men are mostly paying workers 1 Most women are vulnearable 1 My household has only females. 1 My household has only women 1 Nothing to cook for children 1 Only one female stays in the household 1 Only one in the house 1 Produce basic needs to the children 1 Provides food for children 1 Provides food to the family 1 Provides food to the family especially children 1 She is not able to do any activity because of the high temperatures and rocky land which does not support Agriculture. 1 She is very old and weak to work 1 She's alone in the house no other to help 1 She's asthmatic and thus she's the most affected 1 She's the only one in her household 1 She's the sole bread winner 1 Since she's a widow, she bares the burden to look for alternative sources of income like casual work. 1 Sole bread winner 1 Sole breadwinner 1 Solebread winner 2 Take abiger potion doing work at home 1 That most of the time men tend ignore their families and go some where else and its a woman left a lone to look for food for children . 1 The climate change 1 The go very far collecting water ,food ,fire wood 1 The only one in a household 1 The only one in the household 1 The woman as the household head has to rely on extended family to look for food. 1 The woman is affected most by fought because she is pregnant 1 They are always the ones moving in the sun to look for ways of surving 1 They are always working out there 1 They are more exposed in the sun than all these other categories of people since they always very busy than them. 1 They are so much exposed in the sun to work 1 They are the most hard working 1 They are the most hard working group 1 They are the most hardworking 1 They are the ones who are there to take care of the family 1 They are the ones who lack what to cook for chn 1 They are the ones who suffer to see the family eat every day . 1 They had less to eat 1 They have not what to prepare for the children 1 They look for food at times for a home 1 They look for food for children 1 They look for food for the family 1 They look for food of a house hold 1 To much temperature affecting their health in child birth 1 We have to look for food 1 We have to take of our children...Men drink alot 1 We provide for the children 1 When a woman has young ones, she has to look for food somewhere to sustain her children 1 When a woman is the head of the home and old like she is, it becomes difficult to look for alternative sources of food when drought or other effects of climate strike. 1 Woman bears the burden to look for alternative work like casual labor since the husband (respondent) is permanently disabled. 1 Woman has to look for what to prepare for the children 1 Women are abit weak to look for alternative sources of income especially if they are sick or pregnant 1 Women are actively involved in crop production and earn a living from it. Men on the other hand depend on women's effort when it comes to crop production 1 Women are more affected since they are the one who fend much for the family. 1 Women are mostly engaged in agriculture and they are the one who look after home 1 Women are responsible for all activities in the home like water collection. 1 Women are the care takers of homes when it comes to food production 1 Women are the ones to look for food,men can get food anywhere 1 Women are the ones who go through a lot of challenges in terms of taking care of the families 1 Women are the ones who look for food for a home 1 Women are the ones who look for food for the family. 1 Women are the ones who stay at home with the children so when the children are crying of hunger it's the women they cry to 1 Women are the ones who struggle to get food for the family 1 Women bear more burden to get other sources of food especially when they are sick or pregnant. 1 Women cry for mothers when hungry not fathers 1 Women do most house hold work 1 Women don't have other businesses for income generation 1 Women especially her (The respondent)because she has to look for food for children by all means 1 Women especially like her who is a widow face and new to the camp, face challenges of alternative sources of income . 1 Women especially without companions fail to get alternative sources of food 1 Women have to look for food 1 Women have to work hard and make ends meet 1 Women klok for food for a home 1 Women mostly work under sun shine or heat 1 Women struggle looking for food 1 Women work more than men 2 Women work more than men and are always exposed to climatic conditions 1 _Because I'm the household head and therefore I have to make sure I provide food for children in any way possible. 1 do most of the farming 3 farming is mostly di e by wemen 1 she bears the of all expenses of cultivation and when bad weather strikes, it hurts her pocket. 1 Explain why [children] are the MOST affected group 193 Affects children no food and basic needs 1 1 Bec ause their immunity is very low 1 Because children don't understand certain situations,all they want is their needs like food to be provided by the parents 1 Because children have to eat every day 1 Because children oftenly fall sick. 1 Because children sometimes are vulnerable to this changes and their ages,innocence and lack of knowledge about it makes it hard for them to adjust and adopt. 1 Because if the parent don't raise fees due to crop failure the they can't go to school. 1 Because my children are young. 1 Because the child is still young 1 Because the children are deffenceless for even if it's shinning, they don't stay under shade but countinue to play under sunshine. 1 Because the children cannot help them selves to make good shade for them selves 1 Because the children cannot persevere to be without food 1 Because their immunity is very low hence can easily be attacked by diseases like pneumonia. 1 Because they are always waiting to looked after hence starving 1 Because they are many in the house 1 Because they are still young and are many. 1 Because they are still young to withstand harsh conditions 1 Because they are the most vulnerable and in any situation, cannot bounce back. 1 Because they are the most vulnerable and susceptible to diseases such as Pneumonia 1 Because they are the most vulnerable and susceptible to diseases such as pneumonia 1 Because they are the ones who depend on food since it is the one needed to be eaten 1 Because they are too young to ressist hunger. 1 Because they are very many in the house 1 Because they are very vulnerable, and their physical strength cant enable them withstand harsh weather conditions 1 Because they are vulnerable 1 Because they are young and cannot endure harsh living conditions brought about by changes in weather. 1 Because they are young and every vulnerable as their immunity is low making them susceptible to weather change releated risks. 1 Because they aren't resistant hunger like adults. 1 Because they cant look after themselves in terms of food 1 Because they don't get enough food during dry season 1 Because they get less food than they are supposed to have which is not healthy. 1 Because they need some one to watch over them 1 Because they still young to work for themselves 1 Becausre they are vunerabla to bad wether changws 1 Cant talk and at times left alone 1 Causes high temperature in children 1 Chicken have low immunity and catch infections easily 1 1 Children are easily affected by diseases 1 Children are more weaker and fragile 1 Children are more weaker than adults 2 Children are not yet resistant to weather and climate changes 1 Children are prone to fall sick easily when exposed. 1 Children are so weaker age group 1 Children are so week to resist sunshine 1 Children are the most vulnerable 1 Children can not adopt to available food for the season 1 Children can't understand things easly so they are easily affected. 1 Children easily fall sick 1 Children fall sick easily. This because their us no balance diet. 1 Children have no strength to stay long without food they fall sick 1 Children usually fall sick whenever the weather changes 1 Children where eaten up by hunger 1 Children will not have money for school fees 1 Cough and flue during the rainy season 1 Cry so much affects the skin 1 During hunger times they rarely bare the conditions of single meals aday 1 Easily fall sick 1 Easily they fall sick 1 Easily they fall sick even when the weather changes 1 Fail to get enough food 1 Failure access enough food , 1 Getting diseases like cough and flue 1 Getting faver during rainy season 1 Her children fall sick 1 1 Hot for children 1 If crops fail due to drought they don't get school fees 1 It affects them because children catch diseases caused by weather changes 1 It's difficult for the children to live with no food especially when disaster strikes. 1 Lack of enough food to give them 1 Lesss crops were harvested hence less sales and less income to provide for them 1 Low immunity 4 Mulnutrition effect 1 My disabled child can't support herself 1 Need food oftenly 1 Need more food 1 No enough revenue and income to cater for fees 1 So many diseases attack children when the weather changes 1 Sstill young 2 Still young 3 Strong winds bring diseases to children 1 1 The are most vulnerable because some dont even talk 1 The child falls sick every time the weather changes 1 The children are more weaker than adults 1 The children cant fend for themselves 1 The children die very fast when there's no food than adults 1 The children easily fall sick because of the weather changes. They lack balance diet. 1 The children fall sick due to rain 1 1 The children have no plans ahead of them 1 The got sick because of the change in whether 1 Their body allergic to much heat and soft 1 Their immunity is very low 1 They always lack enough food to eat 1 They are commonly affeted by hunger 1 They are most vulnerable both in hot and rainy seasons 1 They are mostly affected by hunger 1 They are much affected by hunger 1 They are so helpless in nature compare to adults 1 They are so vulnearable 1 They are the most vulnearable 1 They are too going to easily adopt to new CLI ate changes especially the unfavourable one for example increasing temperatures which makes the place too hot. 1 They are very many and still young to work for themselves 1 They are vulnerable 1 They are weak 1 They are weak and easily affected by the weather changes 1 They are weak and easily catch infections like flu caused by dust from dry spells 1 They are weak and have low immunity 1 They are young 1 They can't handle being without food for long 1 They can't live without food 1 They cant help themselves through harsh conditions 1 They cant withstand harsh weather conditions 1 They do not get enough basic needs 1 They do not get enough basic needs especially food 1 They don't get enough basic needs 1 They don't get enough food to eat. 1 They don't get enough food to feed on. 1 They don't have alot of energy like adults. 1 They eat three times a day and which is not easy during hunger time 1 They eat un satisfying food which affects their growth 1 They fall sick 1 They fall sick all the best time. 1 They fall sick due to the high temperatures. 1 They fall sick so fast 1 They fall sick. 1 They get hungry and can't work on their own 1 They get hungry fast 1 They go long distances to fetch water,and they dont eat and get satisfied 1 They had les to ne sold to get school fees 1 They had less to eat 2 They have light skin 1 They have low immunity 1 They have week blood 1 They need better growth 1 They need good feeding 1 They need to go to school through Farming. 1 They stop going to school 1 This respondent says some of the children are still young and can't cope up with prolonged hunger. 1 Too much rain and sunshine makes the child sick 1 Too much rain then flue and cough 1 Too much sunshine causes malaria to my children 2 Very hot for children 1 Walking long distance to fetch water 1 When children are hungry they cry all the time 1 When hot they cry and fall sick 1 When it rains the children's health is at risk 1 When temperatures increase children get skin diseases 1 When the sun is very hot most children are affected with malaria. 1 When weather changes from sunny to rainy, children are at risk of getting several diseases 1 Young 2 are still young 1 because children are still independent 1 because he is too young and in case of any emergency arising from weather changes, he is at very high risk due his low immune system. 1 because their immune system is low and can easily develop health complications. 1 because their immune system is low and thus can easily develop health conditions. 1 because their immune system is low hence could easily be attacked by pneumonia and other climate related diseases. 1 because they are very vulnerable to harsh weather conditions due to their fragility 1 because they are vulnerable and incapacitated as opposed to adults. 1 because they are young and very vulnerable to harsh weather/climatic conditions. 1 because they are young and vulnerable to harsh weather conditions. 1 because they are young and weak hence could easily be attacked by pneumonia or any other diseases. 1 because they can easily be attacked by pneumonia due to their low immunity. 1 because they can not look for food on their own 1 because they cant work for themselves to get what to eat. 1 still young 9 they are very young and have weak blood 1 they had alot of malaria and cough 1 they lack the knowledge to cater for themselves 1 they show astarnted growth 1 very young 1 young 1 Explain why [elderly] are the MOST affected group 73 Because as elder herself and household head, when drought hits her crops, she will bear the burden to look for food which is not easy to do for her age. 1 Because he has no energy to do casual labor to survive hence a burden to as an elderly. 1 Because of less mobliloty 1 Because of the old age they can't afford looking for food for a long drought period . 1 Because she is the bread winner at home so she has to strive hard to make ends meet despite the climate and wheather changes. 1 Because the adults have no energy to hustle looking for food they just stay in one place to looked after. 1 Because the elders need support from the young 1 Because they are old and incapacitated in one way or the other. 1 Because they are weak 1 Because they can nolonger gather food for themselves 1 Because they do not have energy to carry out casual labouring 1 Because they nolonger have energy to look for food and need to be looked after. 1 Being elderly herself, she has no energy to do casual labor so the elderly just depend on food assistance which sometimes is not forthcoming. 1 Elderly have less energy to do casual labor to survive, so suffer most. 1 Elders are not strong to work and help them selves 1 Get involved in agricultural produce 2 Get involved in agricultural production 1 Get involved in agricultural production and proving children with food 1 Get involved in agricultural production,hence providing food to the family 1 Get involved in agricultural products 1 Involve in agricultural production 2 Involve in food production 1 It restricts their flexibility 1 It's because most of them at old age cannot do things for themselves and when they don't have a relative to help them,they usually suffer. 1 It's hard to make look for other sources of food because of old age. 1 Its hard for them to change their livelihood 1 1 Most of them don't have potential and ability to adapt another way of life due to changes coz they had been used to the previous way of life. 1 Noshade for them to seat 1 Provide food for children 1 Provide food for the family 1 Provide food to the children 1 Provide food to the family 1 Provides children with basic needs 1 Provides food for the family 1 Provides food to the children 2 Provides food to the family 3 Provides the family with food 1 The Elderly are too weak 1 The elderly are sicklings and cannot withstand harsh conditions 1 The elderly have less energy to look for what to survive on. 1 1 They are most needy people 1 They are responsible for all domestic activities like fetching water, planting and producing food for house hold members 1 They are so old and sickly 1 They are vulberable 1 They are vulnerable 2 They are weak 2 They can't look for food 1 They can't provide for them selves 1 They depend on farming. 1 They experience Crop Failure when their is too much sunshine 1 They have enough strength to withstand the changes 1 They have no energy to diversify livelihood 1 They have no energy to look for food 2 They prepare for children in provision of food and other basic needs 1 They're weak to do other work to survive like casual work 1 Vulnerable 1 We dont dig anymore 1 We have to plan well 1 We have to provide for the family.. 1 can't cultivate 1 old 1 struggling looking for water due to reduced water table 1 too old 1 Have you ever heard of something called Climate change? 2867 1 0 1 0 No 1052 1 Yes 1815 Sysmiss 1 Where did you hear [Climate change] from? 1815 Government extension service 85 Meteorological services department 23 NGO's 93 Other (specify) 313 Other farmer 552 Radio/TV 749 Specify this other source 313 0 At school 3 Chairman 1 Church 2 Church leader 1 Community 3 Community meeting 1 Community meetings 1 Community members 2 During her studies at school 1 Experienced it 1 Experienced it herself 3 Experienced it myself 1 Experienced longer drought than what used to 1 Farmer have noticed climate change himself 1 Farmer noticed climate change by her self 1 Farmers in Isingiro when for casual labouring 1 Farmers notices climate change him self 1 Fello youth 1 Fellow refugees here at the settlement. 1 For him selt 1 Friend 2 Friends 4 From church leader 1 From fellow refugees 1 From fellow refugees. 1 From her former school 1 From local leaders 1 From my former country 1 From my neighboours and my self noticing 1 From other community people talking about it. 1 From other people around 1 From people 1 From radios in Sudan before they came to the settlements 1 From school 4 From school time 1 From sudan 1 From the host community 1 Has just come hasn't noticed any weather change 1 Has seen it 1 Have just come not seen the weather change 1 Have seen it myself 2 Have witnessed it 1 He has experienced it by him self 1 Heard from other people 1 Heard it when she was very young from school 1 Host Community 4 Host community 11 I have noticed it my self 1 I have seen it myself 1 I noticed it myself 1 I observe it 1 I observe personally 1 I observe personally and studied them,news papers 1 I realised it myself 1 I realised myself 1 I saw climate change myself 1 I see climate change myself 1 I see climate has changed though I also heard it o Radio 1 I see it 3 I witness myself 1 I witnessed myself 1 In Sudan before she moved to the settlement 1 In her former school 1 Internet 2 Local leader of the area 1 Local leaders 5 Local leaders and other farmers 1 Mambers of the community 1 My self I saw the climate change 1 Myself 3 Neighbor 1 Neighbour 1 Neighhbour 1 Own knowledge 2 People 5 Personal information 1 Personal knowledge 2 Personal observation 11 Personal observation. 1 Personal observations 3 Personally notice climate change 1 Physical observation 1 Radio and also observe physically 1 Realise myself 1 Saw climate change 1 Saw it happen 1 Saw it herself 1 Saw it myself 2 School 65 School time 1 Schools 3 See climate change himself 1 See personally and radio 1 Seen climate change myself 1 Seen climate change self 1 Seen it happen 1 Seen it herself 14 Seen it himself 3 Seen it myself 21 Seen itmyself 1 Sees it happen daily 1 Self realise 1 Self witness 2 Studied it in school 1 The respondent have noticed a big change in climate by herself. 1 Through my observations like getting rains in different seasons and change of seasons. 1 University 1 We see them due to season changes 1 When at school 2 When in sudan 1 When she was in primary four 1 While in school some time back 1 Witnessed it 1 Witnessed it myself 1 Witnesses climate ch ange herself 1 at his school 1 community members 1 everyday see climate change even without being told. 1 friends 4 from mere seeing the environment 1 from neighbour's radio 1 from the church 1 from the people 2 neighbour 1 neighbours 1 nurse 1 people 6 1 people and mere seeing the environment 1 people around 2 people around me 1 school 11 south sudan 1 Do you believe that the climate is changing 2867 1 0 1 0 No 416 1 Yes 2451 Sysmiss 1 Do you know what climate change adaptation is? 2867 1 0 1 0 No 1895 1 Yes 972 Sysmiss 1 Please give an example of climate change adaptation in your community 972 -Growing different types of crops like cassava that can with Stand drought. 1 0 1 100 meter buffer away from lake shore is being implemented 1 Ability to grow more foods despite the dry spell 1 Adapting to irrigating gardens with watering cans due to the drought affecting plants growth. 1 Adapting to irrigation as a method of getting good yield than waiting for along for rain. 1 Adapting to irrigation of crops due to lack of rain. 1 Adapting to planting new varieties of seeds and abandon the old ones. 1 Adapting to the conditions of climate at that particular time. 1 Adjust crop type planted 1 Adjust livelihood in accordance to climate change 1 Adjust planting period 1 Adjust planting seasons 1 Adjust the planting date 1 Adjusting 1 Adjusting cropping calender, planting many crops so that if one fails you can rely on the other 1 Adjusting cropping time 1 Adjusting livelihood 1 Adjusting my planting calender 1 Adjusting of planting dates 1 Adjusting of planting dates. 1 Adjusting of planting period 1 Adjusting on the planting date, and planting harsh weather resistant crops 1 Adjusting planting 1 Adjusting planting calender 1 Adjusting planting calender depending on when rains come 1 Adjusting planting date 1 Adjusting planting dates. 1 Adjusting planting dates/early planting 1 Adjusting planting season. 1 Adjusting planting time of crops 1 Adjusting the crop type and animal type 1 Adjusting the planting date 1 Adjusting the planting date. 2 Adjusting the planting dates according to the rains. 1 Adjusting the way of life 1 Adjusting to planting season changes 1 Adjusting to the season calendar,diversification in livelihoods into non agriculturalial income generating activities. 1 Adjustment in planting date, Use of tanks 1 Adopting to new planting dates 1 Adopting to new planting seasons 1 Adopting to watering crops when drought is persistent and crops are drying up. 1 Afforestation and re-aforestation 1 Always store some food to serve incase of any calamity. 1 An example is adapting to planting vegetables like dodo,okra that don't require much rainfall compared to planting crops like Gnuts. 1 Application of good farming practices such as mulching, planting drought resistant crops like sorghum. 1 Apply animal manure in crops 1 Applying organic manure to crops. 1 At whatever time rain falls one should also be able to utilize that rain to grow crops that can mature faster 1 Attending training, food storage methods, growing drought resistant foods 1 Avoid defforestation 1 Bearing the hard weather conditions 1 Being engaged in different livelihoods 1 Being patient with what has come 1 Being ready for any shock by being engaged in many enterprises 1 Business 1 Buying food 3 Buying of rain water harvesting utensils like drums, tanks. 1 By planting different types of crops 1 By practicing Crop rotation. 1 By practicing crop rotation. 1 By trying something else like keeping other types of animals 1 Capable of changing the crop to plant to suit the conditions 1 Carrying out Intercropping, diversifyng crops and planting fruit trees 1 Carrying out afforestation 1 Carrying out intercropping 1 Carrying out intercropping by planting beans,maize, egg plants etc with in the banana plantation 1 Casual employment 3 Casual work 1 Change in plans especially like planting seasons,planting variety of crops in all seasons 1 Change livelihood 2 1 Change of livelyhoods 1 Change of normal weather without rain season 1 Change of planting season 1 Change of planting season,fast yielding crops 1 Change of planting time 1 Change planting season 1 Change the cropping dates and the crop types 1 Change the crops we plant 1 Change the planting season 1 Changing crop type planted 1 Changing crop types 1 Changing from growing groundnuts to okra which is resistant to climate change 1 Changing livelihood 2 Changing of date for planting 1 Changing of planting season 1 Changing on the crops to cultivate depending on the weather condition 1 Changing or getting used the conditions of the climate and whether 1 Changing planting dates 1 Changing the livelihood due to the changing unfavourable climate 1 Changing the types of crops 1 Choosing other solutions to copy up with the challenges faced by the climate changes 1 Comparing the climate changes and happening 1 Conservation of natural resources, in this case trees to help in formation of rain in the near future 1 Conservation of the available resources to have better weather conditions 1 Conserving available trees to assist in rain formation in the near future 1 Conserving the available trees to act as shade during high temperatures and to help in rain formation in the future 1 Conserving trees so that they can act as wind breakers when strong winds come, and helping rain formation 1 Conserving trees so they can help in rain formation 1 Construct boundaries to divert running water 1 Construction of tanks, construction of valley tanks 1 Construction of trenches in farms to prevent flooding and erosion by heavy rains. 1 Construction of water storage tanks 1 Covering banana plantation 1 Covering crops especially banana plantains 1 Covering crops like banana plantain with dry residues 1 Covering crops with dry grass like coffee 1 Covering crops with grass 1 Covering the crops with grass to prtect them from sun 1 Creating water catchment areas to store water in order to use in dry season like tanks and underground trentches 1 Crop Diversification 1 Crop Diversification. 1 Crop diversification 6 1 Crop diversification and crop siting near the watersource 1 Crop diversification like growing of sweet potatoes 1 Crop diversification, proper post harvest storage 1 Crop rotation 1 Crop rotation,fallowing 2 Crop rotation,water harvesting 1 Crop rotation. 1 Croprotation 1 Cultivation of different crops 1 Despite the inadquasy of the water, I contructed a water reserve fgor my animals. 1 Digging dam 1 Digging ditches in the garden to avoid flooding 1 Digging for money 1 Digging trenches 2 Digging trenches in coffee plantations 1 Disease control ,intercroping 1 Diversification 1 Diversification , intercropping 1 Diversification in activities 1 Diversification in production 1 Diversification of crops and intercropping 1 Diversification of crops and planting of trees. 1 Diversification of crops grown 1 Diversification of farming livelihoods. 1 Diversification of livelihood 1 Diversification of livelihood by getting other jobs to bring in income. 1 1 Diversification of livelihood, putting up other businesses 1 Diversification of livelihood, we do casual jobs 1 Diversification of livelihoods 7 Diversification of livelyhoods 1 Diversify farm livelihood. 1 Diversify livelihood 4 Diversify livelihoods. 1 Diversify your livelihood to adjust to climate 1 Diversifying Livelihoods 1 Diversifying crop production, according to climate n weather 1 Diversifying live livelihoods 1 Diversifying livelihood like look for casual jobs else where to get food for my home incase of too much drought 1 Diversifying livelihoods 2 Diversifying livelyhoods 3 1 Diversity farm livehoods like planting crops while rearing some livestock. 1 Diversity livehoods and planting trees. 1 Diversity of crops planted 1 Diversiving livelihood and growing crops that have a long lasting life like millet to survive in dry season 1 Doing business 1 Doing c asual employmen 1 Doing c asual work 1 Doing casu al work 1 Doing casual 1 Doing casual jobs 3 Doing casual jobs after crops fail 1 Doing casual labour 1 Doing casual work 3 Doing other casual jobs 1 Doing other jobs 1 Due to climate changes in the region one can adjust and grow crops that suite the climate and do away with the previous ones 1 Early planting 1 Early planting onset the rain 1 Early planting, digging dams,early preparations 1 Ee 1 Enterprise diversification 1 Environmental protection and conservation through tree planting. 1 Establishment of more water sources due to long dry spells 1 Fallowing 1 Fallowing,mulching 1 Farmers are carrying out mulching or covering of soil with dry grass in the banana plantation. 1 Farmers using irrigation to combart drought 1 Finding other means of survival 1 Food preservation 1 Food safety and storage, planting long surviving foods, crop rain water harvesting 1 Food security balance food 1 Food vending 1 For example adapting to constructing houses for their animals like pigs to prevent them from the hot heat that can kill them. 1 For example adapting to irrigating crops when there's along dry spell. 1 1 For example adapting to planting tomatoes which matures faster than other crops. 1 For example choosing to plant even during dry season then u apply watering daily to adopt to the drought 1 For example due to changes in climate which bring about low levels of rainfall people can adopt to new variety of seeds or crops which ate drought resistant. 1 For example due to climate change people abandon planting some crops and resorted to vegetables. 1 For example due to climate changes one can adjust and change the type of crop that favours the climate change and do away with the previous one. 1 For example due to long dryspell people do irrigation of their gardens especially those who planted vegetables. 1 For example due to unreliable rainfall people have adopted to watering their small plots. 1 For example during long dry spell people can decide to water their crops daily to keep them growing, but unfortunately they don't own any. 1 For example farmers adopting to irrigating their gardens when there is drought. 1 For example in her community most refugees have adopted planting crops like maize that take a short time to mature before the rains disappear. 1 For example initially in 2017 their main food crop grown was groundnuts but due to climate changes they adopted to new crops like simsim ,maize etc . 1 For example most farmers have adapted to planting short term crops like vegetables that can be harvested faster than cash crops. 1 For example most farmers have adopted planting cash crops like simsim instead of groundnuts coz it no longer yields good harvest. 1 For example people have adopted to planting more of vegetables which can be harvested in a shorter time. 1 For example since it change to long dry spells,people have adapted to planting short maturing crops like tomatoes, vegetables which can mature faster with little rainfall. 1 For example the community adopting to irrigating their crops especially vegetables due to reduction in the amount of rainfall. 1 For example the drought has been too long and people resort to planting vegetables and water them. 1 For example when a certain crop is not favoured by long dry spell,u can change to planting drought resistant crops to adopt the changes in climate. 1 For example when groundnuts was nolpnger yielding good harvest due to lack of dryspell,people adopted other varieties of crops like simsim. 1 For example when they just settled in they planted groundnuts but the following season, they had had to change the type crop due to climate changes that did not favour groundnut growing. 1 For example when weather changed and they experienced drought, they adopted watering their tomatoes though there was some bit of crop failure. 1 For examplenin her community, people have adopted to planting okra instead of ebbo(type of greens) cz okra is moderately drought resistant. 1 Getting employed in other sectors when temperatures at the lake are so good 1 Getting involved in casual employment to diversify livelihood. 1 Getting support from the government 1 Getting to wait for seasons and I wait for a right season 1 Getting used to the challenges of the effects of hot weather and climate 1 Getting used to weather and climate situations 1 Go very early to river Inyaw to take the cattle to drink water due to the water shortage for the animals. 1 Growing Okra as its drought tolerant 1 Growing a mixed variety of crops (inter cropping) 1 Growing a variety of food crops so as to diversity risk. 1 Growing adaptive foods 1 Growing crops according to the seasons 1 Growing crops and animals as well. 1 Growing crops in wetlands to have constant flow of foods 1 Growing crops such as Surghum which at times is resistant to drought other than millet 1 Growing crops that are resistant to harsh climate change like drought 1 Growing crops that can resistant harsh conditions. 1 Growing crops that can withstand harsh conditions of weather. 1 Growing crops that have shorter gestation periods 1 Growing crops that mature in ashort period of time 1 Growing crops that mature in ashort while 1 Growing crops that take long in soil like irish potatoes and sweet potato.. 1 Growing crops that willl last ashort time 1 Growing crops that wont be affected by change ofweather 1 Growing crops to support assistance 1 Growing crops which can live in any ba weather condition. 1 Growing crops which ch can survive in all seasons. 1 Growing crops with short gestation period 1 Growing different crops 3 Growing different crops in the same land 1 Growing different crops of high breed that suite the climate. 1 Growing different types of crops and store those crops in grannaries to ensure food security. 1 Growing different types of crops bin same piece of land. 1 Growing different types of crops in the same piece of land. 1 Growing different types of crops on the small peace of land. 1 Growing different types of crops to cope up climate change. 1 Growing different varieties of food crops which can last for along time like cassava,maize, and millet 1 Growing drought resistant Vegetables mostly garden eggs 1 Growing drought resistant crops 8 Growing drought resistant crops and vegetables 1 Growing drought resistant crops like Cassava 1 Growing drought resistant crops like cassava 1 Growing drought resistant crops like yams 1 Growing drought resistant crops. 1 Growing drought resistant foods 2 Growing drought resistant foods, maize, beans ,cassava ,ground nuts 1 Growing drought tolerant crops 10 Growing drought tolerant vegetables commonly known as garden eggs. 1 Growing enough food And having enough funds 1 Growing harsh weather resistant crops like cassava 1 Growing improved types of seeds such as Maize. 1 Growing long lasting crops like coffee 1 1 Growing more foods and keeping animals 1 Growing of avariety of crops ,tree planting. 1 Growing of crops along the swampy areas 1 Growing of crops on large scale to prepare for hard times 1 Growing of crops that can withstand harsh weather conditions 1 Growing of crops with shorter gestation period 2 Growing of crops with shorter gestation periods 1 Growing of different crops 1 Growing of different crops in order divide risk amongst the planted crops 1 Growing of shade trees like mangoes 1 Growing of trees to fight drought 1 Growing of various vegetables 1 Growing of vegetables 1 Growing of vegetables on chicken gardens 1 Growing of vegetables on our chicken garden plots 1 Growing other crops that can with stand climate change 1 Growing pastures for their livestock 1 Growing varieties of crops 1 Growing variety crops 1 Growing various foods 1 Harvest water during dry season 1 Harvest water to boost in crop and livestock farming. 1 Harvesting of water for both farm activities and domestic 1 Harvesting rain water 1 Harvesting rain water for domestic use 1 1 1 Harvesting water for home and agricultural activities 1 Harvesting water in rainy period..it helps in dry season. 1 Have personally practiced water harvesting at my own home. 1 Havesting water 1 Having something else to do as he is waiting for rains to come e.g side businesses 1 He does exercise to keep him self from the cold 1 I am getting used to too much sunshine and I am making a shade for my goat 1 I have fun when I get hot temperatures,I put my goats in there houses,buy banana peels formy goats. 1 I have planted trees most especially pine trees 1 I have tried to plant trees to work a wind breaker, also dig ditches in my garden to avoid flooding 1 I plan according to seasons . 1 I plant early when it starts raining 1 If u used to plant a particular crop one has to adjust to plant acrop that suits the new condition. 1 Improve on natural resources management 1 Improve on the natural resources management by reduction in tree cutting. 1 Improve planting quality seeds for better yeilds. 1 1 Inter cropping 6 Inter cropping,fallowing 1 Inter cropping. 1 Intercoping 1 Intercroping 3 Intercroping and waterharvest 1 Intercroping, 1 Intercroping,mulching 1 Intercroping,water harvest 1 Intercroping_water harvesting,fallowing 1 Intercropping 6 1 1 Intercropping ,diversification 1 Intercropping and diversification of livehoods 1 Intercropping,diversification. 1 Intercropping...that is not relying bon one crop 1 Invest in harvesting for crops. 1 Invest in non agricultural business. 1 Investing in other businesses apart from farming. 1 Investing in water storage facilities in preparation for the dry season 1 Irrigating crops and growing crops alongside rivers 1 Irrigating crops during high temperatures 1 Irrigation 4 Irrigation and growing drought tolerant crops 1 Irrigation in drought period 1 Irrigation of crop 1 Irrigation of crops 2 Irrigation of crops e.g tomatoes that need water during drought 1 Irrigation of crops grown, mainly Vegetables 1 Irrigation of crops in the dry spell 1 Irrigation of crops/ watering crops 1 Irrigation schemes 1 Irrigation, growing more foods, fighting crop pests and diseases 1 It is really hot so they have to sit under shade to cope up with the hot wheather. 1 Like immediately the rains start one has to plant something so as to catch up with the rains more so if there has been drought. 1 Like now days the r ains are not reliable so you plant first growing crops to catch up with the rains. 1 1 Like our mothet resorts to growing vegetables that mature very first so as to sustain our family. 1 Like planting crops that can take long in the soil and do not get spoilt 1 Like sitting under shade on hot whether conditions 1 Like the high temperatures we are experiencing, wr stay under shade most of the times 1 Like the time the storm through down the houses,she had to just repair back the house 1 Like the whether is really hot but they resort to staying under shade 1 Like there is alot of sunshine now but I managed to plant my vegetables by irrigating them using the tank water 1 Live!ihood diversification 1 Livelihood diversifaction 1 Livelihood diversification 12 Livelihood diversification like engaging in making crafts like mats. 1 Livelihood diversification like growing crops and doing cobla work. 1 Livelihood diversification like keeping both livestock and growing crops 1 Livelyhood diversfication 1 Livestock farming 1 Look at seasons andlan to plant 1 Look for other ways to survive 1 Looking fo casual work 1 Lower prices of produce 1 Management of the available resources like trees so that they can provide shade and help in rain formation 1 Managing the available resources like trees so that they can act as shade and wind breakers 1 Managing the available resources that is to say; trees so that they can provide shade and act as wind breakers. 1 Mixed Farming 1 Mixed cropping 1 1 1 Modification of cropping calendar 1 Modification of cropping calendar, planting drought tolerant seed, planting trees 1 Modification of cropping calendar. 2 Modification of cropping calender 1 Modification of their cropping calender 1 Modifying cropping calendar, where by they had to wait for rains to start and then plant crops. 1 Modifying planting calendar 1 Modifying their planting calender 1 Mulching 37 Mulching and crop rotation 1 Mulching and intercoping 1 Mulching and planting of trees 1 Mulching to keep water in the soil 1 Mulching, planting trees 1 Mulching, tree planting 1 Mulching,water harvest 1 N 1 No plan because I stay near the lake 1 Not cutting trees 1 Not depending on one source of income and not growing one crop 1 Not sure 1 Nothing 1 O 1 Openning up a shop for porriadge 1 Panting trees tht are resistant to droghs 1 People are planting trees and investing in off farm livelihoods 1 People grow crops that are resistant to harsh climate such as okra. 1 People have adopted to new varieties of seeds and crops which are drought resistant. 1 People in this community have adopted to growing Okra which is resistant to drought than Ebbo (type of greens). 1 Persistence in planting more crops 1 Petty trade 2 Planning for seasons and wait for best season 1 Planning for seasons and waiting for thebest period .we put enough grass on oute hut when preparing for rainy seasons. 1 Plant crops that are resistant to sunshine like cassava,cassava are nit affected by much sunshine so can plantin few rains 1 Plant early ,plant resistant crops 1 Plant trees 1 Plant trees but no enough land 1 Plant variety of crops ,building a strong house,buy motor help me... 1 Planted trees 1 Planted trees and put up a rigge fence to avoid strong winds 1 Planting Trees for shed and act as wind breakers 1 Planting a variety of crops (crop diversification) 1 Planting a variety of crops. 2 Planting and rearing animals. 2 Planting at the start of rains 1 Planting bananas because it doesn't need much water 1 Planting calendar change 1 Planting cover trees 1 Planting cover trees for crops like coffee 1 Planting crops around wetlands 1 Planting crops depending on the weather conditions 1 Planting crops early during the right seasons 1 Planting crops even when its not a season time 1 Planting crops that are suitable with the weather of the area 1 Planting crops that can survive within specific seasons. 1 Planting crops that do not easily get distroyed 1 Planting crops that grow in a short period of time 1 Planting crops that mature within few month. 1 Planting crops which are resistant to climate change. 1 Planting crops with shorter gestation period 2 Planting different crops 1 Planting different crops from the one a person was used to due to change in weather 1 Planting different crops on a large scale 1 Planting different crops that can withstand the drought 1 Planting drought resistant Vegetables 2 Planting drought resistant crops 7 Planting drought resistant crops like cassava 4 Planting drought resistant crops like coffee 2 Planting drought resistant crops like jackfruits and mangoes 1 Planting drought resistant crops such as cowpeas 1 Planting drought resistant crops. 1 Planting drought resistant foods like cassava 1 Planting drought restant crops 1 Planting drought restant crops like coffee 1 Planting drought tolerant crops 4 Planting drought tolerant crops during long dry spells 1 Planting early 2 Planting early maturing crops 3 Planting early maturing plants 1 Planting ecalyptus trees 1 Planting fast growing crops like “Boo" 1 Planting fast yielding crops 1 Planting fruit trees to act as wind breakers 1 Planting grows which resistant to drought e.g cassava 1 Planting high quality seeds which are resistant to drought e.g cassava 1 Planting improved types of adapted seeds such as maize. 1 Planting in the first rains of the season 1 Planting long lasting and drought resistant crops like cassava 1 Planting long lasting crops like coffee 1 Planting long lasting crops which are drought resistant like cassava 1 Planting long lasting food like cassava 1 Planting many types of crops, mulching, planting trees 1 Planting more foods of different kind 1 Planting more trees 4 Planting more trees and reduction in tree cutting 1 Planting more trees in the area. 1 Planting more trees to protect their land from direct sunlight. 1 Planting more trees, crop diversification 1 Planting more trees, rain water harvesting 1 Planting more trees. 1 Planting more tress 1 Planting of crops early and harvesting early 1 Planting of drought resistant crops. 1 Planting of dry resistant crops 1 Planting of harsh weather tolerant crops 1 Planting of kitchen gardens 1 Planting of more trees 3 Planting of more trees and reducing of encroaching natural resources like swamps. 1 Planting of more trees and reduction of tree cutting. 1 Planting of more trees and reduction on encroaching on natural resources like swamps. 1 Planting of more trees for act as wind breaker and less tree cutting. 1 Planting of more trees to act as wind breaker 1 Planting of more trees to act as wind breaks, practicing crop diversification in order to avarieties of food and not encroaching natural resources like stopping on lae reclamation of swamps. 1 Planting of more trees. 2 Planting of nitrogen fixing trees 1 Planting of nitrogen fixing trees like calliandra 1 Planting of nitrogen fixing trees such as calliandra 1 Planting of shade and fruit trees. 1 Planting of shorter gestation period crops 1 Planting of tree fruits like pawpaw, ovacado etc 1 Planting of trees 16 Planting of trees and less cutting of trees. 1 Planting of trees and reduction in cutting of trees 1 Planting of trees and reduction in misusing natural resources 1 1 Planting of trees to fight the problem of drought 1 Planting of trees to help fight drought caused by deforestation 1 Planting of trees. 2 Planting of weather resistant crops 1 Planting of weather resistant crops such as cassava 1 Planting on on set of the rains. 1 Planting other different crops 1 Planting ovacado with maize and cassava to prevent strong winds from disturbing them 1 Planting seeds which are persistent to the weather. 1 Planting shade trees for coffee 1 Planting their crops at the onset of rains 1 Planting tree seeds provided by the host community; Looking after the available trees to help in rain formation 1 Planting trees 30 Planting trees and Mulching 1 Planting trees and drought resistant crops like cassava 1 Planting trees and mulching 2 Planting trees besides other crops 1 Planting trees during the long dry season 1 Planting trees in crops to prevent the effect of strong winds 1 Planting trees like habe done around my home 1 Planting trees like ovacado,mangoes 1 Planting trees near crops to protect the crops during strong winds 1 Planting trees of different species to conserve the environment. 1 Planting trees of different types 1 Planting trees to attract rain and planting species that can adapt to harsh weather conditions 1 Planting trees to creat shade 1 Planting trees with crops 1 Planting trees, Planting high quality seeds 1 Planting trees, avoid burning bushes 1 Planting trees, rain water harvesting 1 Planting trees,Avoid destroying swamps 1 Planting variety of food crops. 1 Planting various crops 1 Planting various crops and diversifying livelihood and not to depend on one thing for survival 1 Planting various food crops 1 Planting vegetables that can tolerate the high temperatures that we are currently experiencing 1 Planting water torelant crops, irrigation 1 Plants foods that take long to mature and are not much affected by sun like cassava 1 Practicing Intercropping 1 Practicing crop rotation and applying organic manure. 1 Practicing green Manuring and crop diversification 1 Practicing intercroping 1 Practicing irrigation 1 Practicing mixed cropping. 1 Practicing modern farming methods like irrigation 1 Practicing modern farming methods like irrigation systems. 1 Practicing modern farming methods like mixed cropping. 1 Practicing mulching. 1 Practicing of good farming methods like mulching of their farmlands 1 Practicing of intercropping 1 Practicing of intercropping. 1 Practicing water harvesting by constructing under ground tanks in order to prepare for drought. 1 Practicing water harvesting for cattle 1 Practicing water harvesting like having under ground water tanks for dry seasons. 1 Practicing water harvesting methods for dry seasons. 1 Practicing water harvesting methods to away with water shortage in dry season 1 Practising crop rotation. 1 Practising mixed farming. 2 Preserving food given to us sparingly 1 Preserving harvests to use in dry season 1 Preserving produce to use in dry seasons 1 Preserving stock for future use 1 Preserving stock to use in dry seasons 1 Preserving the produce harvested 1 Program changes like seasons,like dry seasons I use waters to my crops 1 Prolonged droughts 1 Proper spacing of crops 1 Putting aside some money to buy some food during a long dry season where you can not plant anything and it grows or survives. 1 Putting strong polythene bags on top of huts and soil, 1 Quality seedlings from Fiscila group.. 1 Rain Water harvesting for domestic use in case of drought 1 Rain water harvesting 2 1 Rain water harvesting by dams 1 Rain water harvesting by drums, diversifying livelihoods through businesses 1 Rain water harvesting by tanks 1 Rain water harvesting for cows e.g valley tanks, mulching 1 Rain water harvesting for crops in gardens, digging trenches for water flow to stop flooding, tree planting 1 Rain water harvesting for crops, valley dams, use of tanks 1 Rain water harvesting for crops,mostly in banana plantations, mulching 1 Rain water harvesting, food storage, mulching 1 Rearing drought resistant animals like goats 1 Rearing goats while growing crops 1 Rearing livestock especially pigs,because they are drought resistant 1 Reduction in tree cutting ,practice of intercropping 1 Reduction in tree cutting. 1 Refugees has adopted planting quick maturing crops which can be irrigated up to harvest time. 1 Refuguees have a dopted to planting crops such as maize which matures very fast before the rains disappear. 1 Relying on other means when crops fail 1 Resorting to other businesses that are not related to fish 1 Rotational grazing,rewarming in wet season,crop callender change 1 Saving on food stuff given from assitance 1 Saving produce for future use 1 Selecting a specific crop type to grow in a specific season 1 Selling household assets to buy food 1 Selling labour for food from neighbors 1 Selling labour for food to survive 1 Selling of labour for food 1 Selling of other grown crops to purchase food 1 Selling of say matooke in case of drought to buy say beans if they have been destroyed by drought 1 Selling of some produce to buy others 1 Selling off assets for survival 1 Selling off assets to survive 1 Selling off cattle 1 Selling off property 1 1 Setting up small houses comonly known as tukulus for shelter during high temperatures 1 She sits under shade because there is alot of sunshine 1 Shebhasbto know how to survive in this changing weather 1 Shifting from agriculture to other off farm businesses 1 Shifting to grow another type of crop which favours the climate in the region. Eg akra 1 1 1 1 Spraying crops especially maizes with super glow 1 Spraying pestcides on vegetables especially tomatoes and carrying out irrigation 1 Stay half Naked because of the high temperatures 1 Stay indoors because of the high temperatures 1 Staying in doors because of the hot climate 1 Store food in stores and gardens plant trees 1 Storing enough food for their families 1 Storing enough water to prepare for the dry season 1 Storing food during long dry periods 1 Storing food for future use 1 Storing food for the household 1 Storing food, 1 Storing water 1 Tank water for preparing for the dry season 1 Teaching and giving us crops that mature quickly like cassava and also give us trees for planting 1 The community changes their fishing gears; the size gets reduced to capture those that remained at the shoreline during too much heat 1 The community has adapted to growing of crops such as vegetables due to reduction in the amounts of rainfall 1 The community is coping up with families through engaging in other off lake activities 1 The community members here have resorted to planting of trees to act shades due to too much head 1 The planting trees to act as wind breakers 1 They are growing more food 1 They diversify livelihoods 1 They have tried to grow a variety of foods 1 They sell their land to get money to survival 1 Those with large areas of land ,they do fallowing to gain soil fertility 1 Through intercropping and planting of trees. 1 To wait on planting untileheavy rains begin. 1 Treating animals whenever they are affected by climate change 1 Tree planting 2 Trees conservation to act as wind breakers in the near future, and to provide shade 1 Trying to adapt to the changes brought by climate accordingly. 1 Trying to plant new crops 1 Under ground tanks, crop rotation 1 Use of energy saving technologies like biogas. 1 1 Use of manure in the garden 1 Use of manure like cowdung 1 Use of umbrella due to the too much sunshine 1 Using a tank to store water for dry season 1 Using a tank to store water incase of a dry season 1 Using different seeds to plant 1 Using drought resistant crops 1 Using food assistance given sparingly 1 Using food given sparingly 1 Using food stock sparingly 1 Using high quality seeds such as maize. 1 Using improved drought tolerant seed varieties 1 Using improved seed 1 Using indigenous knowledge like planting fruit trees to act as wind breakers 1 Using irrigation schemes to fight shortage of water 1 Using seeds that are resistant to harsh climate 2 Using tanks to store water in preparation for the dry season 2 Waiting to plant seeds until rains come 1 Water harvedting 1 Water harvest 3 Water harvest,crop diversification 1 Water harvest,fallowing,intercropping 1 Water harvest,intercropping 1 Water harvesting 5 Water harvesting and he is practicing such at his home. 1 Water harvesting and irrigating my tomatoe garden when during drought and Adjusting planting dates. 1 Water harvesting for crops 1 Water harvesting for spraying and irrigating tomatoes when there is drought 1 Water harvesting for the community like digging of a dam. 1 Water harvesting of crops by some members in the refugee community. 1 Water harvesting,intercroping, 1 Water harvesting,intercropping 1 Water harvesting,interpretation 1 Water her vegetables the next season because of the unreliable rainfall 1 Waterharvest 2 Watering my kitchen garden 1 Watering of my kitchen garden when the rains are not there. 1 1 Watering the plants if there is no rain ( irrigation) 1 Watering/ irrigation of crops 1 We have build a strong shade for our cows especially in the lunch hours when sunshine is too hot we keep them there;we give them salt and do spraying in rain seasons to control pests and diseases;When its rainy season we make sure we control our cows from 1 When it is hot ,she sits under shade 1 When it is hot, he moves under shade 1 When it is too hot, he goes under a big tree for shade 1 When the crop is not favoured by long dry spell, you can change to planting drought resistance crops to adopt the changes in climate. 1 When they used to have cows they would dig dams in times of rains to preserve water 1 Whenge seasons due to change in climate 1 adjusting the planting date 1 adopted energy effjicient cookstoves to minimize on woodfuel gaps 1 applying organic matter (manure) to crops for the case of crop farmers. 1 biogas use. 1 carrying out organic crop farming 1 casual employment besides farming 1 1 conserving the environment 1 conserving the environment by planting more trees 1 coping up with the situation by planting resistant crop 1 covering the house roof top with grass and polythen bags filled with soil to reduce heat as well as preventing the tarpaulin (house top cover) from being blown off by the strong wind. 1 crop diversification. 1 digging of dams to trap water for agricultural activities 1 diversification of enterprise 1 doing casual work to get money for survival 1 growing crops that are resistant to harsh climate 1 growing crops that can with Stand climate change 1 growing varieties of crops 1 harvesting of water for both domestic and agricultural activities 1 heap some soil on roofs to avoid the strong winds from blowing away the roofs 1 heaping soils on the roofs to avoid wind from blowing away the roofs 1 improve on how to manage natural resources 1 intercropping 1 intercropping and organic crop farming practice. 1 livelihood diversification 1 modification of planting calender 1 modifying planting and harvesting seasons 1 moving with rhe changing society 1 no cutting trees 1 not cutting trees 1 not cutting trees for firewood 1 not cutting tress 1 not cutting tress for charcoal 1 organic crop farming 2 organic crop farming practice 1 planting crops that are resistant to weather change 1 planting crops that matures fast and those that are resistant to harsh weather conditions like cassava 1 planting different types of trees 1 planting draught resistant crops 2 planting drought resistant crops. 1 planting more trees 1 planting of drought resistant crops 1 planting of harsh weather resistant crops 1 planting of trees in the gardens to act as shades 1 planting trees 9 planting trees of different species 1 planting varieties of trees such as pine 1 planting varieties of trees such as pine, coffee among others to protect the environment. 1 planting varieties of trees to protect the environment. 1 practicing good farming methods 1 practising irrigation incase of too much sunshine 1 practising mixed crop farming 1 practising organic crop farming 3 practising organic crop farming, growing different types of crops. 1 1 restoration of lake banks 1 setting up a small bar shop to earn aliving/ income since crops are failing 1 storing enough food and plating 1 tree plantation 1 tree planting 4 tree planting to conserve the environment 1 tree planting, planting drought resistant crops like sorghum. 1 1 drinking water from deep holes and avoid grazing from the steep slopes to mimimise deaths nd accidents. 1