ZAF_2014-2015_GGP-P_v01_EN_M_A_OCS ZAF_2014-2015_GGP-P_v01_EN_M_A_OCS_v01 Office of Chief Statistician Nesstar Publisher DDI_ZAF_2014-2015_GGP-P_v01_EN_M_A_OCS_FAO Good Growth Plan, 2014-2015 GGP-P 2014-2015 ZAF_2014-2015_GGP-P_v01_EN_M_A_OCS Syngenta Kynetec Nesstar Publisher The Good Growth Plan team Agricultural Survey [ag/oth] Input efficiency Crop productivity Agriculture The Good Growth Plan Agriculture & Rural Development Environment Agricultural input efficiency Syngenta is committed to increasing crop productivity and to using limited resources such as land, water and inputs more efficiently. Since 2014, Syngenta has been measuring trends in agricultural input efficiency on a global network of real farms. The Good Growth Plan dataset shows aggregated productivity and resource efficiency indicators by harvest year. The data has been collected from more than 4,000 farms and covers more than 20 different crops in 46 countries. The data (except USA data and for Barley in UK, Germany, Poland, Czech Republic, France and Spain) was collected, consolidated and reported by Kynetec (previously Market Probe), an independent market research agency. It can be used as benchmarks for crop yield and input efficiency. South Africa National Coverage Agricultural holdings Sample survey data [ssd] Data was collected on the usage of inputs, such as crop protection products, chemical fertilizer, seeding rates, labor hours, machinery usage hours, and marketable crop yield on a per hectare basis. for maize 2 growers : Location: Mpumalanga (b) potato growers Location: Limpopo Growers have to use at least 4 insecticide applications and at least 4 fungicide applications > for potato 2 growers: Location: Free State]]> Face-to-face [f2f] 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 The Good Growth Plan Progress Data - Productivity 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 crop_protection_country_ZAF.NSDstat 1351 30 Nesstar 200801 Farm_level_data_ZAF.NSDstat 200 32 Nesstar 200801 Fertilizers_ZAF.NSDstat 436 16 Nesstar 200801 global_farm_data_country_ZAF.NSDstat 200 116 Nesstar 200801 Q382_data_ZAF.NSDstat 2222 9 Nesstar 200801 seed_treatment_ZAF.NSDstat 131 25 Nesstar 200801 Location_ZAF.NSDstat 200 7 Nesstar 200801 Data collection wave 1351 0 2014 2015 2014.634 0.482 To which field/plot does the information relate to? 1351 0 A 895 B 456 Unique cluster ID 1351 0 SouthafricaMaize1 290 SouthafricaMaize2 162 SouthafricaMaize3 16 SouthafricaPotato1 713 SouthafricaPotato2 170 Country 1351 0 South Africa 1351 FARMTYPE 1351 0 BF 1032 RF 319 Unique respondent ID 1351 0 36110200 12 36111100 11 36111300 8 36111400 21 36111600 24 36111700 16 36111800 15 36111900 38 36112000 12 36120100 26 36121200 126 36126300 10 36211200 7 36211300 8 36211400 8 36211500 4 36211600 3 36211700 6 36211800 6 36211900 5 36212000 3 36212100 10 36212200 19 36212300 3 36212400 3 36212500 5 36212600 3 36212700 3 36212800 3 36212900 3 36213000 6 36213100 3 36215200 2 36215300 4 36215400 6 36215500 14 36215600 8 36215700 6 36215800 32 36215900 5 36216000 6 36216100 16 36216200 2 36216300 10 36216400 8 36216500 10 36216600 9 36216700 10 36216800 8 36216900 10 36217000 6 36217100 6 36217200 13 36217500 10 36217600 3 36217800 14 36220300 11 36220400 8 36220600 35 36220700 16 36220800 14 36220900 22 36221000 8 36221100 32 36221200 16 36221300 18 36221400 18 36221500 17 36221600 18 36221700 44 36221800 21 36221900 18 36222000 35 36222100 66 36222200 24 36222300 35 36224300 10 36224400 18 36224500 4 36224600 39 36224700 20 36225200 22 36225300 27 36225600 7 36225700 23 36226000 31 36226100 26 Unique code of a product within application 1351 0 1 279 10 9 11 7 12 5 13 3 14 4 16 4 17 4 18 4 19 3 2 271 20 2 21 1 22 1 23 1 24 1 25 1 3 243 4 192 5 158 6 46 7 48 8 42 9 22 The crop of focus 1351 0 Corn 468 Potato 883 Unique code of an application per field per grower 856 0 1 378 10 2 11 6 12 10 13 6 14 6 15 4 2 184 3 99 4 78 5 28 6 20 7 16 8 11 9 8 Q241 a. Timing of product application 1308 0 2014-01-02 3 2014-01-03 1 2014-01-04 1 2014-01-07 1 2014-01-09 3 2014-01-10 3 2014-01-13 1 2014-01-15 4 2014-01-20 1 2014-01-25 2 2014-01-27 2 2014-01-28 1 2014-01-30 3 2014-01-31 2 2014-02-01 2 2014-02-02 4 2014-02-05 1 2014-02-07 2 2014-02-11 2 2014-02-12 2 2014-02-15 8 2014-02-18 2 2014-02-20 4 2014-02-21 5 2014-02-25 6 2014-02-27 2 2014-02-28 2 2014-03-01 3 2014-03-02 2 2014-03-03 3 2014-03-04 2 2014-03-06 7 2014-03-07 2 2014-03-08 4 2014-03-11 5 2014-03-15 19 2014-03-18 2 2014-03-19 2 2014-03-20 4 2014-03-22 3 2014-03-25 6 2014-03-26 1 2014-03-27 2 2014-03-30 6 2014-04-01 1 2014-04-02 2 2014-04-03 2 2014-04-06 3 2014-04-08 2 2014-04-09 4 2014-04-12 2 2014-04-15 14 2014-04-16 4 2014-04-20 2 2014-04-25 2 2014-04-27 2 2014-04-29 4 2014-04-30 6 2014-05-01 4 2014-05-02 2 2014-05-04 2 2014-05-09 2 2014-05-11 4 2014-05-12 4 2014-05-13 4 2014-05-14 4 2014-05-15 18 2014-05-17 2 2014-05-18 2 2014-05-19 2 2014-05-20 2 2014-05-21 2 2014-05-25 3 2014-05-26 6 2014-05-27 4 2014-05-28 2 2014-05-29 2 2014-05-31 1 2014-06-01 1 2014-06-02 2 2014-06-08 4 2014-06-10 8 2014-06-13 2 2014-06-15 16 2014-06-16 2 2014-06-18 5 2014-06-20 2 2014-06-24 2 2014-06-26 2 2014-06-29 2 2014-06-30 1 2014-07-01 7 2014-07-04 2 2014-07-08 8 2014-07-09 2 2014-07-13 2 2014-07-14 2 2014-07-15 23 2014-07-16 2 2014-07-18 3 2014-07-20 2 2014-07-22 2 2014-07-24 4 2014-07-25 1 2014-07-28 2 2014-07-29 2 2014-07-30 4 2014-07-31 7 2014-08-02 4 2014-08-06 2 2014-08-08 2 2014-08-14 3 2014-08-15 16 2014-08-16 2 2014-08-17 2 2014-08-18 3 2014-08-21 3 2014-08-25 6 2014-08-27 4 2014-08-28 2 2014-08-29 4 2014-08-31 1 2014-09-01 23 2014-09-07 4 2014-09-10 7 2014-09-12 9 2014-09-15 36 2014-09-16 2 2014-09-17 4 2014-09-18 3 2014-09-21 5 2014-09-22 11 2014-09-23 3 2014-09-26 4 2014-09-30 7 2014-10-01 6 2014-10-05 10 2014-10-07 11 2014-10-08 2 2014-10-10 9 2014-10-13 7 2014-10-14 5 2014-10-17 2 2014-10-18 1 2014-10-20 2 2014-10-25 13 2014-10-27 2 2014-10-28 2 2014-10-30 4 2014-10-31 8 2014-11-01 13 2014-11-02 2 2014-11-03 5 2014-11-07 2 2014-11-09 4 2014-11-10 5 2014-11-15 47 2014-11-17 5 2014-11-18 3 2014-11-19 11 2014-11-20 2 2014-11-22 10 2014-11-23 5 2014-11-24 5 2014-11-29 9 2014-11-30 5 2014-12-01 19 2014-12-02 4 2014-12-03 3 2014-12-04 5 2014-12-05 1 2014-12-06 15 2014-12-08 20 2014-12-11 5 2014-12-12 5 2014-12-15 7 2014-12-17 14 2014-12-18 4 2014-12-19 15 2014-12-26 4 2014-12-27 3 2015-01-05 3 2015-01-12 1 2015-01-15 10 2015-01-19 4 2015-01-29 4 2015-02-01 10 2015-02-06 2 2015-02-08 3 2015-02-09 5 2015-02-13 10 2015-03-08 2 2015-03-23 5 2015-04-01 2 2015-04-06 5 2015-04-24 1 2015-04-27 5 2015-04-28 5 2015-04-29 3 2015-05-01 4 2015-05-02 6 2015-05-04 5 2015-05-08 5 2015-05-11 4 2015-05-12 15 2015-05-18 5 2015-05-23 6 2015-05-26 5 2015-06-01 2 2015-06-08 15 2015-06-09 15 2015-06-13 4 2015-06-15 5 2015-06-16 5 2015-06-17 2 2015-06-22 6 2015-06-23 23 2015-06-25 5 2015-06-30 9 2015-07-10 5 2015-07-13 5 2015-07-14 6 2015-07-27 6 2015-07-28 3 2015-08-03 9 2015-08-06 8 2015-08-11 5 2015-08-13 8 2015-08-17 4 2015-08-19 6 2015-08-24 5 2015-08-26 5 2015-08-27 10 2015-08-31 3 2015-09-03 6 2015-09-09 2 2015-09-10 10 2015-09-12 6 2015-09-16 5 2015-09-18 4 2015-09-21 5 2015-09-24 4 2015-09-29 5 2015-10-05 3 2015-10-14 3 2015-10-15 3 2015-10-21 4 2015-10-23 7 2015-10-28 5 2015-10-30 3 2015-11-04 3 2015-11-06 3 2015-11-19 4 2016-03-07 1 2016-06-04 6 Q241 b.Type of product 1343 8 1 Herbicide 297 2 Insecticide 498 3 Fungicide 378 4 Plant growth regulator, harvest aids,adjuvants 157 5 Nematicides, molluscicides 5 6 Miticides, acaricides 8 Sysmiss 8 Q241 c . Brand product name 1349 0 confidential 1349 Q241 c1. Brand product formulation 650 0 confidential 650 CODED VARIABLE - stringcode 1351 0 confidential 1351 CODED VARIABLE - active ingredient1 1351 0 1.3-DICHLOROPROPENE/DCPE-95 2 2,4 D 6 ABAMECTIN (AVERMECTIN B) 53 ACEPHATE 4 ACETOCHLORE 19 ALPHA-CYPERMETHRIN 5 AMETRYN 5 AMINOCYCLOPYRACHLOR 1 AMITRAZ 11 AMMONIUM-COMPOUNDS 18 ATRAZINE 53 AZOXYSTROBIN 69 BIFENTRIN 20 BROMOXYNIL 1 CARTAP-HCL 6 CHLORANTRANILIPROLE 44 CHLOREPYROPHOS 1 CHLOROTHALONIL 99 CHLORPYRIFOS ETHYL 3 COPPER DIAMMONIA DIACETATE 9 CYFLUTHRIN 5 CYMOXANYLE 2 CYROMAZINE 15 DELTAMETHRIN 3 DIFENOCONAZOLE 2 DIFLUFENIKAN 3 DIMETENAMID-P 14 DIMETHOATE 9 Do not know 365 ESFENVALERATE 10 ETHIOTHOATE 7 FLUBENDIAMIDE 17 FLUDIOXONIL 2 FLUOPYRAM 2 FORMETANATE 5 FOSETYL-AL 3 GLYPHOSATE 71 GLYPHOSATE-ISOPROPYL-AMM 1 GLYPHOSATE-POTASSIUM-SALT 3 IMIDACLOPRID 4 IPRODIONE 8 LAMBDA CYHALOTHRIN 88 LUFENURON 30 MANCOZEB (VONDOZEB) 34 MANDIPROPAMID 6 MANEB 1 MESOTRIONE 50 METAZACHLOR 2 METHAMIDOPHOS 44 METHOLACHLORE 7 METHOMYL 9 METRIBUZIN 12 MYCLOBUTANIL 5 NIKOSULPHURON 1 NOVALURON 2 OXAMYL 2 PICOXYSTROBINE 1 PIRIMICARB 2 PYMETROZINE 3 QUARTZ 2 S-METOLACHLOR 18 SPINETORAM 8 TEBUCONAZOLE 23 TERBUTYLAZINE 6 THIOCARB 5 THIRAM 7 TOLCLOFOS M 2 TRIFLOXYSTROBINE 1 CODED VARIABLE - amount of ai1 986 365 2 1110 319.151 267.978 CODED VARIABLE - unit (% or Gr) 1038 313 1 g/l 873 2 percent 165 Sysmiss 313 CODED VARIABLE - active ingredient2 145 0 CHLORANTRANILIPROLE 4 CHLOROTHALONIL 31 CHLORSULPHURON 1 DICHLORMID 2 Do not know 20 FAMOXADONE 2 LAMBDA CYHALOTHRIN 23 MEFENOXAM 4 MESOTRIONE 2 PROPICONAZOLE 2 PYRIMETHANIL 1 S-METOLACHLOR 6 TERBUTYLAZINE 29 THIPHENSULPHURONE-METHYL 2 TRIFLOXYSTROBINE 16 CODED VARIABLE - amount of ai2 138 1213 14.5 600 198.383 130.061 CODED VARIABLE - active ingredient3 14 0 ATRAZINE 4 Do not know 2 FOLPET 2 TERBUTYLAZINE 6 CODED VARIABLE - amount of ai3 42 1309 33.3 250 107.976 72.829 CODED VARIABLE Q241 d. Dosage ? 1300 51 22 35000 1156.154 2700.935 CODED VARIABLE Q241 e. Unit of quantity 1349 2 1 MILLILITER/HECT 1120 2 GRAM/HECT 229 Sysmiss 2 Q241 f. Amount of H2O solved in LITERS per <HECTARE> 1195 156 0 4000 354.321 394.185 Q241 g. Pest/disease/ weed targeted ? 1351 0 aalwurm insects 1 abakemtien 2 adhesive 4 all insects 2 all major nematods 2 all weeds 2 annual grass: blue grass; volunteer corn;wild oat 2 annual grasses 2 annual grasses: blue ; crab grasses 1 antracnose 1 aphids 2 are trees 1 ascomycetes 14 bacteria 2 ball worm 2 beetle 1 beetles 1 big weed 1 black dot 2 black maize beetle 2 black spot 3 black spots 1 boadleaf ; grass types 1 bollworm 2 bolworm 5 braod leaf 1 broad leaf 37 broad leaf grass 6 broad leaf grass; everything 1 broad leaf types 3 broad leaf ypes 1 broad leaf; gras 1 broad leaf; grass 1 broad spectrum insects 1 broadleaf 11 broadleaf & grass 1 broadleaf ; grass types 2 broadleaf before arrival 1 broadleaf grass 2 broadleaf types 5 broadleaf weed 1 brown rust 4 brown rust gray leaf 2 brown spot 1 bugs 17 bulb worm & louse 1 chick weed 1 chick weed ; cleavers 2 cleavers 1 common rag weed 1 corticium 2 crab grass 3 crab grass ; blue grass 1 crab grasses 2 cut worm 1 cut worms 24 cut worms ; insects 1 cut worms black maize beetle 1 cut worms; black maize beetle 1 cutworm 2 cutworms 9 don't know 157 downy mildew 1 early blight 53 early rus 1 early rust 24 everthing 1 everything 13 everything broad leaf grass 1 everything insecticides 1 feeding 9 flea 5 flying insects 1 for big weed 1 foxtails 1 fungal disease 3 fungi;millipedes 1 fungus 17 fungus killer 3 furasium 2 fusarium 3 gass & broadleaf 2 gras ; broad leaf 1 grass 33 grass & broad leaf 3 grass ; boadleaf 2 grass ; broad leaf 1 grass ; broadleaf 2 grass ; weed 2 grass broad leaf 6 grass hoppers 1 grass killer 1 grass manure 1 grass types 2 grass3 1 grass; broad leaf 2 grass; broadleaf 2 grass; smelly oil ; instantly myths 1 grasshopper 5 grasshoppers 10 grow stimilation 3 growing stimilation 1 growth 7 growth stimulant 8 insects 64 insects & tap ruspers 1 insects ; cut worms 1 insects ; tapruspers 1 insects broad leaf grass 2 insects killer booster 2 insects potato moth 1 kochia 3 late blight 100 late germinating grass 2 late rust 9 late rust; fungus 1 late weed 2 leaf disease 3 leaf feeder 3 leaf feeding 4 leaf feeding ; stimulant 2 leaf hoppers 2 leaf mijner 2 leaf miner 30 leaf miner ; potato moth 3 leaf miner; potato moth 1 leaf miners 2 leaf spot 2 leaf spots 1 leafhopper 1 leafhoppers 2 leafminer 90 looperworm 36 louse 8 maize storage 1 mal rust 1 millepedes 1 millipedes 1 mot ; bolwurm 1 mot; bolwurm 2 mot;bolwurm 1 moth 20 moth ; fleas 1 moth ; flies 5 moths 5 nematode 2 nutsedges 2 oomycetes 2 pest 2 pests are targeted 1 phytophtora 1 pigweed 1 plant growth 2 plant luis 1 plant luise 4 potato 1 potato moth 38 potato moth ; leaf miner 3 potato moth leaf miner 1 potato moth; leaf miner 1 potato tuber moth 70 powdery mildew 1 prevent broad leaf 1 prevent grass killer 2 red spider mite 7 rust 48 rust early ; late 3 sedges 1 septoria;rust 4 slankboorder 2 small weed 1 snywurm 1 snywurms 2 soil insects; s; rats 2 spider mite 2 stem ; broad leaf 1 stem ; leaf disease 1 stem canker 4 storag fungi 1 storage fungi 1 stronkboarder 4 stronkboorder 2 sucking insects 1 thrips 5 thrips ; flea 1 top ruspers 1 top ruspers insect 2 top ruspers insects 1 volunteer corn 1 volunter corn 3 weed 51 weed killer 17 weeds ; worms 1 white flea leafminer 1 wild mustard ; common rag weed 1 wild oats 2 wild sorhums; broad leaf 1 winter weed 2 worm killer 2 worm killers 2 worms 7 Q241 h. Level of pest/ disease/ weed pressure 1083 268 1 Medium pressure 357 2 Low pressure 609 3 High pressure 117 Sysmiss 268 Q241 i. Percentage of the area treated against pests/ diseases/ weeds 1260 91 5 100 97.637 12.155 Q241 j. Percentage of crop free of pests/ diseases/ weeds at harvest (in %) 1136 215 10 100 95.534 13.208 Q241 k. Equipment type ? 819 532 1 Motorized boom sprayer 538 2 Hand operated sprayers (e.g. knapsack), 9 3 Airblast sprayer 27 4 Other 224 5 Aerial applicator 16 6 Granular applicator 5 Sysmiss 532 CODED VARIABLE Syngenta product? (1 = YES; 0 = NO) 687 664 1 No 382 2 Yes 305 Sysmiss 664 Data collection wave 200 0 2014 2015 2014.67 0.471 Syngenta's definition of Region 200 0 eame 200 Syngenta's definition of Territory 200 0 africa middle-east 200 To which field/plot does the information relate to? 200 0 A 114 B 86 Unique cluster ID 200 0 southafricamaize1 62 southafricamaize2 32 southafricamaize3 2 southafricamaize4 2 southafricapotato1 72 southafricapotato2 30 Country 200 0 South Africa 200 Farm type 200 0 bf 172 rf 28 Unique respondent ID 200 0 36110200 2 36111100 2 36111300 2 36111400 2 36111600 2 36111700 2 36111800 2 36111900 2 36112000 2 36117700 2 36120100 2 36121200 4 36126300 2 36211200 1 36211300 1 36211400 2 36211500 2 36211600 1 36211700 1 36211800 2 36211900 1 36212000 1 36212100 4 36212200 4 36212300 1 36212400 1 36212500 1 36212600 1 36212700 1 36212800 1 36212900 1 36213000 1 36213100 1 36215100 2 36215200 2 36215300 1 36215400 2 36215500 2 36215600 2 36215700 2 36215800 2 36215900 2 36216000 2 36216100 2 36216200 1 36216300 2 36216400 2 36216500 2 36216600 2 36216700 2 36216800 2 36216900 2 36217000 1 36217100 1 36217200 2 36217300 1 36217500 2 36217600 2 36217800 2 36220300 2 36220400 1 36220600 4 36220700 2 36220800 2 36220900 4 36221000 1 36221100 4 36221200 2 36221300 2 36221400 2 36221500 4 36221600 4 36221700 4 36221800 4 36221900 2 36222000 4 36222100 4 36222200 4 36222300 4 36224300 2 36224400 2 36224500 2 36224600 2 36224700 2 36224800 2 36224900 2 36225000 2 36225100 2 36225200 2 36225300 2 36225400 2 36225500 2 36225600 2 36225700 2 36226000 2 36226100 2 36226200 2 The crop of focus 200 0 corn 98 potato 102 Q57. Size of growing area A for <TARG1> in <HECT> 200 0 1 4000 323.132 511.922 Q5.Total cultivated area of <TARG1> in this season in <HECT> 200 0 1 6000 784.42 1098.325 Q6. Total size of your farm/cultivated area for all crops in <HECT> 200 0 2 7000 1621.6 1472.463 Land efficiency in ton/ha 194 6 1.5 95 31.523 26.068 Number of field applications used per ton produced 194 6 0 2.667 0.246 0.318 Kgs of nitrogen used per ton produced 177 23 0 112 5.88 11.274 Kgs of phosphorus used per ton produced 177 23 0 10 1.352 1.702 Kgs of potassium used per ton produced 178 22 0 15.37 1.882 2.409 Kgs of seeds used per ton produced 188 12 0.2 300 46.323 49.409 Kgs of active ingredients from pesticides used in kilogram per ton produced 152 48 0 5.195 0.214 0.496 Kgs of active ingredients from herbicides used per ton produced 178 22 0 5.081 0.131 0.451 Kgs of active ingredients from fungicides used per ton produced 160 40 0 0.586 0.0491 0.0964 Kgs of active ingredients from insecticides used per ton produced 153 47 0 0.136 0.0108 0.0187 Litres of irrigation water used per ton produced 158 42 0 90000 2510.866 12900.357 Amount of labor hours per unit of crop output produced 174 26 0.00667 7.493 1.225 1.657 Amount of machinery used in hours per unit of crop output produced 172 28 0.00333 7.426 0.98 1.554 Percentage of syngenta products used compared to total number of products used 132 68 0 100 39.006 36.22 Does the grower use Syngenta products? 132 68 1 non-user 48 2 exclusive user 21 3 mixed user 63 Sysmiss 68 have received a crop program and/or any recommendations this season? 111 89 1 Received a complete crop program 51 2 Received recommendations but not a complete program 60 Sysmiss 89 Date of first field preparation 194 2013-10-10 2015-08-15 2013-10-10 2 2013-10-15 2 2013-11-15 4 2013-11-28 2 2013-12-01 2 2013-12-05 3 2014-01-01 15 2014-01-02 4 2014-01-03 2 2014-01-05 4 2014-01-06 3 2014-01-07 2 2014-01-10 2 2014-01-12 1 2014-01-15 4 2014-01-26 1 2014-01-31 1 2014-02-01 3 2014-02-02 1 2014-02-14 2 2014-02-15 2 2014-02-16 2 2014-03-05 2 2014-03-12 2 2014-03-31 2 2014-04-01 4 2014-04-04 1 2014-04-05 2 2014-04-07 1 2014-04-15 3 2014-04-23 1 2014-05-01 4 2014-05-15 5 2014-05-30 1 2014-06-01 4 2014-06-15 2 2014-06-16 4 2014-06-30 1 2014-07-01 7 2014-07-15 1 2014-07-20 1 2014-07-25 2 2014-08-01 4 2014-08-03 1 2014-08-08 1 2014-08-15 3 2014-08-17 3 2014-08-20 1 2014-08-25 2 2014-09-01 8 2014-09-05 2 2014-09-10 4 2014-09-11 1 2014-09-15 6 2014-09-21 1 2014-09-23 1 2014-10-01 8 2014-10-05 2 2014-10-07 2 2014-10-10 3 2014-10-13 1 2014-10-14 1 2014-10-15 1 2014-10-19 1 2014-10-30 1 2014-11-01 2 2014-11-10 2 2014-11-15 1 2014-12-01 3 2014-12-10 1 2015-01-14 2 2015-01-26 2 2015-03-01 2 2015-05-23 1 2015-06-22 1 2015-07-03 1 2015-07-15 2 2015-07-20 1 2015-08-15 1 Date of sowing or planting 190 2014-01-02 2015-09-15 2014-01-02 2 2014-01-07 1 2014-01-09 1 2014-01-10 2 2014-01-15 6 2014-01-18 1 2014-01-19 1 2014-01-20 2 2014-01-21 2 2014-01-25 2 2014-01-28 2 2014-01-30 4 2014-01-31 1 2014-02-03 1 2014-02-06 2 2014-02-15 4 2014-02-20 2 2014-03-15 2 2014-03-16 2 2014-03-17 2 2014-04-01 2 2014-04-10 2 2014-04-13 2 2014-04-15 3 2014-04-16 2 2014-04-18 1 2014-04-27 2 2014-05-01 2 2014-05-15 3 2014-06-22 1 2014-07-15 2 2014-07-16 2 2014-09-01 1 2014-09-10 2 2014-09-15 3 2014-09-16 1 2014-09-20 1 2014-09-21 1 2014-09-22 1 2014-09-23 1 2014-10-01 3 2014-10-05 2 2014-10-07 3 2014-10-10 5 2014-10-14 3 2014-10-18 2 2014-10-23 2 2014-10-30 3 2014-10-31 1 2014-11-01 13 2014-11-03 2 2014-11-09 1 2014-11-15 9 2014-11-17 2 2014-11-19 2 2014-11-20 3 2014-11-23 1 2014-11-25 2 2014-12-01 1 2014-12-02 1 2014-12-03 1 2014-12-05 1 2014-12-07 1 2014-12-08 1 2014-12-10 2 2014-12-11 1 2014-12-14 1 2014-12-16 1 2014-12-29 1 2015-01-01 1 2015-01-03 1 2015-01-04 1 2015-01-05 2 2015-01-10 1 2015-01-12 1 2015-01-26 1 2015-01-31 1 2015-02-09 1 2015-02-10 3 2015-02-23 4 2015-03-20 1 2015-03-23 2 2015-04-01 1 2015-04-27 2 2015-05-01 2 2015-06-01 4 2015-06-10 1 2015-06-15 1 2015-06-29 1 2015-07-01 1 2015-07-06 1 2015-07-10 1 2015-07-20 1 2015-07-22 1 2015-08-03 1 2015-08-04 1 2015-08-10 1 2015-08-15 1 2015-09-15 1 Date when harvest started 195 2014-06-01 2016-01-15 2014-06-01 8 2014-06-05 2 2014-06-15 7 2014-06-30 1 2014-07-01 11 2014-07-04 1 2014-07-10 2 2014-07-20 1 2014-07-25 1 2014-07-26 1 2014-07-28 1 2014-07-31 1 2014-08-01 3 2014-08-05 1 2014-08-10 2 2014-09-10 2 2014-10-01 2 2014-10-07 2 2014-10-10 2 2014-10-11 1 2014-10-13 1 2014-10-15 2 2014-10-23 1 2014-10-27 2 2014-11-01 2 2014-11-25 2 2014-12-15 1 2014-12-17 2 2015-01-01 1 2015-01-15 2 2015-02-01 5 2015-02-02 1 2015-02-10 2 2015-02-15 1 2015-03-01 3 2015-03-10 1 2015-03-15 3 2015-03-20 1 2015-03-21 2 2015-03-24 2 2015-03-25 1 2015-04-01 9 2015-04-15 1 2015-04-20 1 2015-04-29 1 2015-04-30 2 2015-05-01 4 2015-05-04 1 2015-05-05 1 2015-05-07 1 2015-05-08 1 2015-05-09 3 2015-05-10 2 2015-05-15 8 2015-05-18 1 2015-05-20 2 2015-05-22 1 2015-05-28 1 2015-05-30 1 2015-06-01 10 2015-06-02 3 2015-06-05 2 2015-06-06 1 2015-06-10 4 2015-06-12 1 2015-06-15 5 2015-06-19 1 2015-06-25 1 2015-06-29 1 2015-06-30 2 2015-07-01 3 2015-07-05 1 2015-07-06 2 2015-07-13 1 2015-07-15 1 2015-07-17 1 2015-08-01 2 2015-08-03 2 2015-08-04 2 2015-09-13 2 2015-10-01 1 2015-10-19 1 2015-10-20 1 2015-10-26 3 2015-11-01 2 2015-11-02 1 2015-11-10 1 2015-11-11 1 2015-11-16 1 2015-11-23 1 2015-11-27 1 2016-01-04 1 2016-01-15 1 Date when harvest ended 195 2014-06-15 2016-03-01 2014-06-15 3 2014-06-26 2 2014-06-29 3 2014-06-30 1 2014-07-01 1 2014-07-08 1 2014-07-12 2 2014-07-15 5 2014-07-21 1 2014-07-31 6 2014-08-01 3 2014-08-05 1 2014-08-08 1 2014-08-10 1 2014-08-15 1 2014-08-24 2 2014-08-30 3 2014-09-08 2 2014-09-20 2 2014-10-27 1 2014-11-04 2 2014-11-06 2 2014-11-07 2 2014-11-15 1 2014-11-20 2 2014-11-28 1 2014-11-30 1 2014-12-15 2 2014-12-16 3 2014-12-17 2 2014-12-24 1 2014-12-30 2 2015-01-18 2 2015-02-01 1 2015-02-02 1 2015-02-10 2 2015-03-15 1 2015-03-31 1 2015-04-01 1 2015-04-10 1 2015-04-30 1 2015-05-01 2 2015-05-04 1 2015-05-05 1 2015-05-06 1 2015-05-07 1 2015-05-08 2 2015-05-09 1 2015-05-16 1 2015-05-18 1 2015-05-20 1 2015-05-21 1 2015-05-24 1 2015-05-30 1 2015-06-01 4 2015-06-02 1 2015-06-05 1 2015-06-06 2 2015-06-09 1 2015-06-10 1 2015-06-12 1 2015-06-14 1 2015-06-15 4 2015-06-19 1 2015-06-20 2 2015-06-22 1 2015-06-24 1 2015-06-27 1 2015-06-30 8 2015-07-01 7 2015-07-02 1 2015-07-05 1 2015-07-09 1 2015-07-10 1 2015-07-15 3 2015-07-20 2 2015-07-23 1 2015-07-25 2 2015-07-30 6 2015-08-01 7 2015-08-10 2 2015-08-18 1 2015-08-30 3 2015-08-31 4 2015-09-15 1 2015-09-30 4 2015-10-23 1 2015-11-01 2 2015-11-06 2 2015-11-09 1 2015-11-10 2 2015-11-11 1 2015-11-12 1 2015-11-16 1 2015-11-20 2 2015-11-27 1 2015-12-03 2 2015-12-10 2 2015-12-15 2 2015-12-16 1 2015-12-19 2 2015-12-20 2 2015-12-21 1 2015-12-28 1 2016-01-25 1 2016-03-01 1 Data collection wave 436 0 2015 2015 2015 0 To which field/plot does the information relate to? 436 0 1 A 274 2 B 162 Unique cluster ID 436 0 SouthafricaMaize1 97 SouthafricaMaize2 76 SouthafricaMaize3 4 SouthafricaPotato1 140 SouthafricaPotato2 119 Country 436 0 South Africa 436 Farm Type 436 0 BF 360 RF 76 Unique respondent ID 436 0 36111100 4 36111300 10 36111400 6 36111600 12 36111700 4 36111800 2 36111900 14 36112000 6 36121200 14 36126300 4 36211500 2 36212100 1 36212200 7 36215100 6 36215200 2 36215300 2 36215400 4 36215500 2 36215600 6 36215700 4 36215800 4 36215900 4 36216000 4 36216100 6 36216200 4 36216300 2 36216400 4 36216500 6 36216600 10 36216700 4 36216800 6 36216900 4 36217000 2 36217100 2 36217200 7 36217300 2 36217500 4 36217600 8 36217800 4 36220300 1 36220600 6 36220800 5 36220900 2 36221100 8 36221500 7 36221600 2 36221700 12 36221800 10 36222000 5 36222100 10 36222200 5 36222300 20 36224300 6 36224400 24 36224500 7 36224600 14 36224700 11 36224800 11 36225000 2 36225200 8 36225300 5 36225400 2 36225500 4 36225600 16 36225700 10 36226000 13 36226100 8 36226200 3 Unique code of a product that was applied 436 0 1 118 10 10 11 4 12 2 2 103 3 64 4 40 5 32 6 22 7 19 8 12 9 10 The crop of focus 436 0 Corn 177 Potato 259 416 2014-02-06 2015-11-26 2014-02-06 1 2014-05-13 1 2014-05-25 1 2014-07-15 2 2014-07-25 1 2014-08-01 10 2014-08-03 2 2014-08-04 2 2014-08-07 1 2014-08-17 3 2014-08-23 1 2014-09-01 7 2014-09-05 1 2014-09-10 2 2014-09-11 2 2014-09-15 15 2014-09-16 3 2014-09-22 2 2014-09-23 2 2014-09-25 2 2014-09-28 1 2014-09-30 4 2014-10-01 6 2014-10-05 3 2014-10-07 4 2014-10-10 6 2014-10-12 1 2014-10-13 1 2014-10-14 2 2014-10-15 6 2014-10-20 2 2014-10-23 4 2014-10-25 3 2014-10-30 4 2014-10-31 1 2014-11-01 13 2014-11-02 1 2014-11-03 5 2014-11-05 3 2014-11-08 1 2014-11-09 1 2014-11-10 1 2014-11-11 1 2014-11-13 1 2014-11-14 1 2014-11-15 16 2014-11-17 5 2014-11-18 1 2014-11-19 2 2014-11-20 3 2014-11-21 5 2014-11-23 2 2014-11-24 2 2014-11-25 2 2014-11-27 1 2014-11-28 2 2014-11-29 1 2014-12-01 5 2014-12-02 1 2014-12-03 1 2014-12-05 3 2014-12-06 1 2014-12-08 2 2014-12-10 3 2014-12-11 2 2014-12-12 3 2014-12-13 1 2014-12-14 3 2014-12-15 2 2014-12-16 2 2014-12-17 2 2014-12-19 3 2014-12-20 1 2014-12-21 1 2014-12-22 1 2014-12-23 1 2014-12-26 1 2014-12-27 4 2014-12-28 1 2014-12-29 2 2015-01-01 2 2015-01-02 4 2015-01-03 1 2015-01-05 5 2015-01-08 1 2015-01-09 3 2015-01-10 3 2015-01-16 2 2015-01-21 1 2015-01-22 1 2015-01-23 1 2015-01-26 1 2015-01-29 1 2015-01-30 2 2015-02-01 1 2015-02-02 1 2015-02-05 1 2015-02-06 1 2015-02-08 1 2015-02-09 4 2015-02-13 1 2015-02-16 2 2015-02-19 1 2015-02-20 3 2015-02-23 4 2015-02-27 1 2015-03-02 1 2015-03-05 1 2015-03-09 1 2015-03-10 1 2015-03-13 1 2015-03-16 3 2015-03-20 3 2015-03-23 3 2015-03-30 1 2015-04-06 2 2015-04-16 2 2015-04-20 4 2015-04-22 1 2015-04-24 1 2015-04-27 2 2015-04-28 2 2015-05-01 3 2015-05-04 5 2015-05-05 1 2015-05-11 1 2015-05-12 1 2015-05-18 2 2015-05-20 2 2015-05-21 1 2015-05-23 5 2015-05-25 3 2015-05-28 1 2015-06-01 7 2015-06-02 1 2015-06-04 1 2015-06-08 3 2015-06-09 1 2015-06-11 1 2015-06-15 5 2015-06-16 2 2015-06-18 2 2015-06-20 3 2015-06-22 2 2015-06-25 1 2015-06-29 2 2015-07-01 2 2015-07-04 1 2015-07-08 3 2015-07-15 2 2015-07-16 1 2015-07-17 1 2015-07-18 1 2015-07-20 4 2015-07-29 1 2015-08-04 1 2015-08-05 3 2015-08-10 2 2015-08-12 1 2015-08-15 2 2015-08-25 1 2015-08-26 1 2015-08-27 1 2015-08-31 2 2015-09-03 1 2015-09-07 1 2015-09-09 1 2015-09-10 1 2015-09-12 1 2015-09-14 1 2015-09-15 1 2015-09-16 1 2015-09-19 1 2015-09-20 1 2015-09-21 1 2015-09-22 1 2015-09-29 1 2015-10-09 1 2015-10-13 1 2015-10-15 1 2015-10-19 1 2015-10-27 1 2015-10-29 1 2015-10-31 1 2015-11-03 1 2015-11-10 1 2015-11-12 1 2015-11-13 1 2015-11-16 1 2015-11-19 1 2015-11-26 1 Q229C b.Type of product 436 0 1 Chemical fertilizer 422 2 Organic fertilizer 14 Q229C d. Dosage (in KG/HECT or LITER/HECT) 424 12 5 1000 107.163 88.029 Q229C e. Unit of quantity 436 0 KG/HECT 406 LITER/HECT 30 Q229C f. Amount of H2O solved in LITERS per HECT 366 70 0 6200 385.656 1148.265 Q229C g. Percentage N (in %) 298 138 0 82.5 23.226 15.87 Q229C h. Percentage P (P2O5) (in %) 298 138 0 44 4.803 8.974 Q229C i. Percentage K (K2O) (in %) 298 138 0 50 9.145 14.579 Syngenta definition of territory (sub-region) 200 0 africa middle-east 200 Country 200 0 South Africa 200 Unique cluster ID 200 0 southafricamaize1 62 southafricamaize2 32 southafricamaize3 2 southafricamaize4 2 southafricapotato1 72 southafricapotato2 30 Unique respondent ID 200 0 36110200 2 36111100 2 36111300 2 36111400 2 36111600 2 36111700 2 36111800 2 36111900 2 36112000 2 36117700 2 36120100 2 36121200 4 36126300 2 36211200 1 36211300 1 36211400 2 36211500 2 36211600 1 36211700 1 36211800 2 36211900 1 36212000 1 36212100 4 36212200 4 36212300 1 36212400 1 36212500 1 36212600 1 36212700 1 36212800 1 36212900 1 36213000 1 36213100 1 36215100 2 36215200 2 36215300 1 36215400 2 36215500 2 36215600 2 36215700 2 36215800 2 36215900 2 36216000 2 36216100 2 36216200 1 36216300 2 36216400 2 36216500 2 36216600 2 36216700 2 36216800 2 36216900 2 36217000 1 36217100 1 36217200 2 36217300 1 36217500 2 36217600 2 36217800 2 36220300 2 36220400 1 36220600 4 36220700 2 36220800 2 36220900 4 36221000 1 36221100 4 36221200 2 36221300 2 36221400 2 36221500 4 36221600 4 36221700 4 36221800 4 36221900 2 36222000 4 36222100 4 36222200 4 36222300 4 36224300 2 36224400 2 36224500 2 36224600 2 36224700 2 36224800 2 36224900 2 36225000 2 36225100 2 36225200 2 36225300 2 36225400 2 36225500 2 36225600 2 36225700 2 36226000 2 36226100 2 36226200 2 To which field/plot does the information relate to? 200 0 a 114 b 86 Farmtype 200 0 bf 172 rf 28 134 66 1 yes 132 2 no 2 Sysmiss 66 Crop of focus 200 0 corn 98 potato 102 Q19. Surname 200 0 confidential 200 Q20. First name 200 0 confidential 200 Q21. Phone number 198 0 confidential 198 Q22. E-mail address 166 0 confidential 166 Q27. Year of birth 190 10 1924 1983 1947.074 12.332 Q28. Gender 200 0 1 male 194 2 female 6 Q31. Until what age did you go to school? 198 2 14 30 18.566 2.305 Q30. Are you a full-time or part-time farmer? 198 2 1 Full-time grower 181 2 Part-time grower 17 Sysmiss 2 Q33. Did you receive an agronomical/agricultural education? 196 4 1 no 94 2 yes 102 Sysmiss 4 Q34. Are you a member of a producer group, association or cooperative for <CROP>? 200 0 1 no 49 2 yes 151 Q35. C. Overall, how satisfied would you say you are with your life these days? 132 0 02 2 03 2 04 2 05 8 07 15 08 32 09 31 10 very satisfied 40 Q37.A. Do you have signs of soil erosion by water on 134 66 1 no 79 2 yes 55 Sysmiss 66 Q37.B. Do you have signs of soil erosion by wind on your farm? 134 66 1 yes 64 2 no 70 Sysmiss 66 ?]]> 200 0 1 yes 62 2 no 138 Q66. Which crops do you intercrop? Apples 200 0 1 not mentioned 199 2 mentioned 1 Q66. Which crops do you intercrop? Corn 200 0 1 mentioned 46 2 not mentioned 154 Q66. Which crops do you intercrop? Oilseed rape 200 0 1 not mentioned 198 2 mentioned 2 Q66. Which crops do you intercrop? Potato 200 0 1 not mentioned 163 2 mentioned 37 Q66. Which crops do you intercrop? Soybean 200 0 1 not mentioned 171 2 mentioned 29 Q66. Which crops do you intercrop? Sunflower 200 0 1 not mentioned 192 2 mentioned 8 Q66. Which crops do you intercrop? Tomato 200 0 1 not mentioned 199 2 mentioned 1 Q66. Which crops do you intercrop? Wheat 200 0 1 mentioned 18 2 not mentioned 182 Q60. Do you rotate crops on growing area A for <TARGET CROP>? 200 0 1 yes 157 2 no 43 Q61. What crops are you cultivating in rotation? Corn 200 0 1 mentioned 25 2 not mentioned 175 Q61. What crops are you cultivating in rotation? Grape 200 0 1 not mentioned 199 2 mentioned 1 Q61. What crops are you cultivating in rotation? Oilseed rape 200 0 1 not mentioned 198 2 mentioned 2 Q61. What crops are you cultivating in rotation? Pepper 200 0 1 not mentioned 198 2 mentioned 2 Q61. What crops are you cultivating in rotation? Potato 200 0 1 not mentioned 170 2 mentioned 30 Q61. What crops are you cultivating in rotation? Rice 200 0 1 not mentioned 199 2 mentioned 1 Q61. What crops are you cultivating in rotation? Soybean 200 0 1 not mentioned 198 2 mentioned 2 Q61. What crops are you cultivating in rotation? Sunflower 200 0 1 not mentioned 197 2 mentioned 3 Q61. What crops are you cultivating in rotation? Tomato 200 0 1 mentioned 8 2 not mentioned 192 Q61. What crops are you cultivating in rotation? Wheat 200 0 1 mentioned 11 2 not mentioned 189 Q67. What is the soil type of growing area A for <TARGET CROP>? 200 0 1 sandy clay soil 19 2 clay soil 7 3 clay loam soil 14 4 loamy sand soil 13 5 sandy loam soil 68 6 silty clay loam soil 3 7 sandy clay loam soil 23 8 loam soil 19 9 sand soil 25 10 other. specify: 9 Q55E1.Partook in training/meeting on crop/agricultural practices in the past 2 years? 134 66 1 no 25 2 yes 109 Sysmiss 66 Q54. Where do you deposit the rest water after spraying? Citerne (phytobac, heliosec, sentinel, biofilter) 66 134 1 Mentioned 56 2 Not mentioned 10 Sysmiss 134 Q54. Where do you deposit the rest water after spraying? In fields 31 169 1 Mentioned 28 2 Not mentioned 3 Sysmiss 169 Q54. Where do you deposit the rest water after spraying? In rivers, streams, drain or via the ditch 22 178 1 Mentioned 22 Sysmiss 178 Q54. Where do you deposit the rest water after spraying? Other specify 1: 13 187 1 Mentioned 13 Sysmiss 187 Q54. Other 1:: Q54. Where do you deposit the rest water after spraying? 13 0 Jojo tanks 4 No rest water 6 Spray around 2 in the tanker 1 Q54. Other 2:: Q54. Where do you deposit the rest water after spraying? 2 0 Small dams next to windmills 2 Q55a. Where do you clean your sprain equipment? On farm 66 134 1 not mentioned 24 2 mentioned 42 Sysmiss 134 Q55b. Where do you dispose the water used for cleaning you equipment? On field 66 134 1 mentioned 39 2 not mentioned 27 Sysmiss 134 Q55b. Where do you dispose the water used for cleaning you equipment? Citerne 1 199 1 mentioned 1 Sysmiss 199 Q55b. Where do you dispose the water used for cleaning you equipment? On an unpaved surface 4 196 1 mentioned 4 Sysmiss 196 Q55b. Where do you dispose the water used for cleaning you equipment? On a paved surface (drain / dike) 22 178 1 mentioned 22 Sysmiss 178 Q55. C. Do you store the sprayer protected from rain? 66 134 1 yes 54 2 no 12 Sysmiss 134 Q55. D. Do you use drift-reducing nozzles on your sprayer? 66 134 1 yes 58 2 no 8 Sysmiss 134 Q72. When did the first field preparation start for growing area A for <TARGET CROP> ? 64 2013-10-10 2014-06-16 2013-10-10 2 2013-10-15 2 2013-11-15 4 2013-11-28 2 2013-12-01 2 2013-12-05 3 2014-01-01 10 2014-01-02 4 2014-01-03 2 2014-01-05 4 2014-01-06 3 2014-01-07 2 2014-01-10 2 2014-01-15 4 2014-02-01 2 2014-02-15 2 2014-02-16 2 2014-03-05 2 2014-03-12 2 2014-03-31 1 2014-04-05 2 2014-04-07 1 2014-06-16 4 Q123. B. Which type of potatoes do you cultivate on growing area A for potato? 62 138 1 potatoes for fresh use 55 2 potatoes for process use 7 Sysmiss 138 Q123. B. Other Which type of potatoes do you cultivate on growing area A for potato? 8 0 Seed potato 8 Q74. When was the crop sown / planted for growing area A for <TARGET CROP>? 66 2014-01-02 2014-07-16 2014-01-02 2 2014-01-07 1 2014-01-09 1 2014-01-10 2 2014-01-15 6 2014-01-18 1 2014-01-19 1 2014-01-20 2 2014-01-21 2 2014-01-25 2 2014-01-28 2 2014-01-30 4 2014-01-31 1 2014-02-03 1 2014-02-06 2 2014-02-15 4 2014-02-20 2 2014-03-15 2 2014-03-16 2 2014-03-17 2 2014-04-01 2 2014-04-10 2 2014-04-13 2 2014-04-15 3 2014-04-16 2 2014-04-18 1 2014-04-27 2 2014-05-01 2 2014-05-15 3 2014-06-22 1 2014-07-15 2 2014-07-16 2 Q231B. Are your seeds coated with crop protection products? 127 73 1 no 67 2 yes 60 Sysmiss 73 Q233. Do you use on-farm or pre-treated seed treatment to treat the seeds for growing area A for <TARGET CROP>? 120 80 1 pre-treated seed treatment 28 2 on-farm seed treatment 92 Sysmiss 80 Q224. Do you apply organic fertilizers for <TARGET CROP>? 200 0 1 no 153 2 yes 47 Q226. Do you apply chemical fertilizers for <TARGET CROP>? 200 0 1 yes 184 2 no 16 Q229B1.Total number of applications you perform with chemical fertilizers on growing area for <TARGET CROP>? 117 83 1 12 3.564 2.724 Q229B2.Total number of applications you perform with organic fertilizers on growing area for <TARGET CROP>? 13 187 1 2 1.077 0.277 Q240D. Note down the total number of treatments you perform with crop protection products 119 81 0 15 1.924 2.322 Q243. When was the harvest period for <TARGET CROP>? 66 2014-06-01 2015-01-15 2014-06-01 8 2014-06-05 2 2014-06-15 7 2014-06-30 1 2014-07-01 11 2014-07-04 1 2014-07-10 2 2014-07-20 1 2014-07-25 1 2014-07-26 1 2014-07-28 1 2014-07-31 1 2014-08-01 3 2014-08-05 1 2014-08-10 2 2014-09-10 2 2014-10-01 2 2014-10-07 2 2014-10-10 2 2014-10-11 1 2014-10-13 1 2014-10-15 2 2014-10-23 1 2014-10-27 2 2014-11-01 2 2014-11-25 2 2014-12-17 2 2015-01-15 2 Q243. When was the harvest period for <TARGET CROP>? 66 2014-06-15 2015-02-10 2014-06-15 3 2014-06-26 2 2014-06-29 3 2014-06-30 1 2014-07-01 1 2014-07-08 1 2014-07-12 2 2014-07-15 5 2014-07-21 1 2014-07-31 6 2014-08-01 3 2014-08-05 1 2014-08-08 1 2014-08-10 1 2014-08-15 1 2014-08-24 2 2014-08-30 3 2014-09-08 2 2014-09-20 2 2014-10-27 1 2014-11-04 2 2014-11-06 2 2014-11-07 2 2014-11-15 1 2014-11-20 2 2014-11-28 1 2014-11-30 1 2014-12-15 2 2014-12-16 3 2014-12-17 2 2014-12-30 2 2015-01-18 2 2015-02-10 2 Q274. Yield that has been achieved for growing area A for corn in <TON> per <HECTARES>? Grain yield 67 133 1.5 11.5 5.21 2.11 Q299. What is the tuber yield that has been achieved for potato in <TON>/<HECTARES>? 102 98 23 95 54.098 14.352 Q360. When was the harvest period for <TARGET CROP>? 66 2014-06-01 2015-01-15 2014-06-01 8 2014-06-05 2 2014-06-15 7 2014-06-30 1 2014-07-01 11 2014-07-04 1 2014-07-10 2 2014-07-20 1 2014-07-25 1 2014-07-26 1 2014-07-28 1 2014-07-31 1 2014-08-01 3 2014-08-05 1 2014-08-10 2 2014-09-10 2 2014-10-01 2 2014-10-07 2 2014-10-10 2 2014-10-11 1 2014-10-13 1 2014-10-15 2 2014-10-23 1 2014-10-27 2 2014-11-01 2 2014-11-25 2 2014-12-17 2 2015-01-15 2 Q360. When was the harvest period for <TARGET CROP>? 66 2014-06-15 2015-02-10 2014-06-15 3 2014-06-26 2 2014-06-29 3 2014-06-30 1 2014-07-01 1 2014-07-08 1 2014-07-12 2 2014-07-15 5 2014-07-21 1 2014-07-31 6 2014-08-01 3 2014-08-05 1 2014-08-08 1 2014-08-10 1 2014-08-15 1 2014-08-24 2 2014-08-30 3 2014-09-08 2 2014-09-20 2 2014-10-27 1 2014-11-04 2 2014-11-06 2 2014-11-07 2 2014-11-15 1 2014-11-20 2 2014-11-28 1 2014-11-30 1 2014-12-15 2 2014-12-16 3 2014-12-17 2 2014-12-30 2 2015-01-18 2 2015-02-10 2 Q319. When was the harvest period for sugarcane? 66 2014-06-01 2015-01-15 2014-06-01 8 2014-06-05 2 2014-06-15 7 2014-06-30 1 2014-07-01 11 2014-07-04 1 2014-07-10 2 2014-07-20 1 2014-07-25 1 2014-07-26 1 2014-07-28 1 2014-07-31 1 2014-08-01 3 2014-08-05 1 2014-08-10 2 2014-09-10 2 2014-10-01 2 2014-10-07 2 2014-10-10 2 2014-10-11 1 2014-10-13 1 2014-10-15 2 2014-10-23 1 2014-10-27 2 2014-11-01 2 2014-11-25 2 2014-12-17 2 2015-01-15 2 Q319. When was the harvest period for sugarcane? 66 2014-06-15 2015-02-10 2014-06-15 3 2014-06-26 2 2014-06-29 3 2014-06-30 1 2014-07-01 1 2014-07-08 1 2014-07-12 2 2014-07-15 5 2014-07-21 1 2014-07-31 6 2014-08-01 3 2014-08-05 1 2014-08-08 1 2014-08-10 1 2014-08-15 1 2014-08-24 2 2014-08-30 3 2014-09-08 2 2014-09-20 2 2014-10-27 1 2014-11-04 2 2014-11-06 2 2014-11-07 2 2014-11-15 1 2014-11-20 2 2014-11-28 1 2014-11-30 1 2014-12-15 2 2014-12-16 3 2014-12-17 2 2014-12-30 2 2015-01-18 2 2015-02-10 2 Q339. When was the harvest period for banana? 66 2014-06-01 2015-01-15 2014-06-01 8 2014-06-05 2 2014-06-15 7 2014-06-30 1 2014-07-01 11 2014-07-04 1 2014-07-10 2 2014-07-20 1 2014-07-25 1 2014-07-26 1 2014-07-28 1 2014-07-31 1 2014-08-01 3 2014-08-05 1 2014-08-10 2 2014-09-10 2 2014-10-01 2 2014-10-07 2 2014-10-10 2 2014-10-11 1 2014-10-13 1 2014-10-15 2 2014-10-23 1 2014-10-27 2 2014-11-01 2 2014-11-25 2 2014-12-17 2 2015-01-15 2 Q339. When was the harvest period for banana? 66 2014-06-15 2015-02-10 2014-06-15 3 2014-06-26 2 2014-06-29 3 2014-06-30 1 2014-07-01 1 2014-07-08 1 2014-07-12 2 2014-07-15 5 2014-07-21 1 2014-07-31 6 2014-08-01 3 2014-08-05 1 2014-08-08 1 2014-08-10 1 2014-08-15 1 2014-08-24 2 2014-08-30 3 2014-09-08 2 2014-09-20 2 2014-10-27 1 2014-11-04 2 2014-11-06 2 2014-11-07 2 2014-11-15 1 2014-11-20 2 2014-11-28 1 2014-11-30 1 2014-12-15 2 2014-12-16 3 2014-12-17 2 2014-12-30 2 2015-01-18 2 2015-02-10 2 Q377. What is the estimated revenue in <DOLLAR>/<HECTARES> for growing area A of <TARGET CROP>? 138 62 1600 8300000 182061.21 931550.314 Q378. Could you please indicate the estimated revenue in general? <DOLLAR>/<HECTARES>. 28 172 6000 300000 110644.643 106720.224 Q379.A Can you please explain your answer for <TARGET CROP>? 196 4 1 average 109 2 low 31 3 very low 14 4 high 37 5 very high 5 Sysmiss 4 Q380. What is your total input cost for <TARGET CROP> from first field preparation until harvest? 177 23 1350 180000 43300.774 44719.723 ?]]> 179 21 5 65 19.931 8.289 ?]]> 179 21 3.8 44 15.922 9.036 ?]]> 179 21 0 30 11.287 5.326 ?]]> 179 21 2.5 40 14.412 9.063 ?]]> 179 21 0 35 8.936 6.597 ?]]> 179 21 0 30 4.16 5.819 ?]]> 179 21 0 40 10.534 5.643 ?]]> 179 21 0 30 8.54 6.3 ?]]> 179 21 0 15 2.056 3.81 ?]]> 113 87 0 36.2 6.687 8.775 Q388. How would you say the level of ranfall was for growing area A 199 1 1 somewhat more than usual 14 2 a lot less than usual 102 3 somewhat less than usual 41 4 a lot more than usual 2 5 the same as usual 40 Sysmiss 1 Q389. What is the MAIN water source of <TARGET CROP> during this season? 199 1 1 rain-fed (no equipment, only natural rainfall) 84 2 irrigated using irrigation equipment (e.g. rain, 108 3 other. specify 1: 7 Sysmiss 1 Q390. What is the number of days you have been irrigating <TARGET CROP>? 105 95 1 120 57.59 33.246 Q391. What is the average amount of hours per day you have been irrigating of <TARGET CROP>? 103 97 2 24 11.876 6.083 Q392. What is the amount of liters that is discharged per hour of <TARGET CROP>? 74 126 60 120000 9905.203 26662.356 Q399.C. How satisfied are you with the crop program and/or recommendations for <TARGET CROP>? 59 141 1 rather satisfied 6 2 very satisfied 53 Sysmiss 141 Data collection wave 200 0 2014 2015 2014.67 0.471 Q215. When did the first field preparation start for cauliflower? 66 2004-01-02 2014-06-16 2004-01-02 2 2013-10-10 2 2013-10-15 2 2013-11-15 4 2013-11-28 2 2013-12-01 2 2013-12-05 3 2014-01-01 10 2014-01-02 4 2014-01-03 2 2014-01-05 4 2014-01-06 3 2014-01-07 2 2014-01-10 2 2014-01-15 4 2014-02-01 2 2014-02-15 2 2014-02-16 2 2014-03-05 2 2014-03-12 2 2014-03-31 1 2014-04-05 2 2014-04-07 1 2014-06-16 4 Q218. When have the young plants been planted for cauliflower? 66 2014-01-02 2014-07-16 2014-01-02 2 2014-01-07 1 2014-01-09 1 2014-01-10 2 2014-01-15 6 2014-01-18 1 2014-01-19 1 2014-01-20 2 2014-01-21 2 2014-01-25 2 2014-01-28 2 2014-01-30 4 2014-01-31 1 2014-02-03 1 2014-02-06 2 2014-02-15 4 2014-02-20 2 2014-03-15 2 2014-03-16 2 2014-03-17 2 2014-04-01 2 2014-04-10 2 2014-04-13 2 2014-04-15 3 2014-04-16 2 2014-04-18 1 2014-04-27 2 2014-05-01 2 2014-05-15 3 2014-06-22 1 2014-07-15 2 2014-07-16 2 Q399. Please explain why you follow or do not follow the crop program and/or recommendations. 159 Beacause it is working. Put something with the program if something doesn't look rigth 2 Beacuase of the high cost of poison 1 Because it is working and the price is good 1 Because of the high price of poisen 1 Because of their knowledge they are able to turn problems into achievement 1 Best results for better growing 2 Better results when harvesting 2 Better results when potatoes are growing 2 Better results with growing of plants 2 Better yield 2 Check the condition 1 Depends on rain fall 1 Depends on the weed pressure. 2 Didn't receive anything in this year going to follow it knowwhen we have planted 1 Doesn't spray if it is not necessary 2 Don't know 2 Follow the program and spray where necassary 2 Gain more knowledge and get good resulta from planting 1 Good preventing program 2 Good quality planting material 1 Good yield and quality of product 2 Great value to produce a good yield 2 Helpful for a better quality of potato 2 I am adjusting if I see it is necessary 2 I am getting good results 2 I am satisfied with the spray program 2 I am still learning about growing potatoes 2 I am using my own knowledge, it is working for me 2 If you don't follow it you will have losses 1 If you don't follow the program then you will have losses 1 If you don't use the spray program what is the use for it then 2 It depends on the results of the soil tests, and the rain fall 1 It depends on the results of the soil tests. 1 It helps to have a good quality of plant. You do things by order 1 It is a very good program 1 It is a winner 1 It is better to follow the protocol because it is giving me knowledge of planting step by step 2 It is cheaper and working good 2 It is the program that I bought 1 It is the program that I have bought 1 It is the right way to wet 1 It is too expensive to do everything according to the program 2 It is working 100% 2 It is working good 1 It is working very good 1 It is working veryu good 1 It's according to the book because it's too expensive to do on my own. I don't want to throw extra fertilizers so I do as they say 2 It's easy to follow protocol because of the irrigation 1 Most economic program it is also safe for following crops 2 My program is working and is cheaper than the good growth plan 2 NA 6 Otherwise it won't be effective 2 Pro active management 1 Proven Progam 2 Quality declared planting material 1 Quality. Good planting material. Equipment up to standard 1 So I can get good and healthy maize 1 So I can get proper looking good plants 1 So can use the co-cultivation of healthy and transgenic maize plants for my crop 1 The area is dry, depends on rain and this might influence the application of chemicals on area 1 These people have the know how of crop development 1 They advise me and I get a good quality crop 1 They are experts of crop growing and have lots of experience in crop development 1 They are fruitful and build experience for farming 2 They have the knowledge to grow and develop crops 1 To avoid cross contamination through quality declared planting material 1 To extremely have general knowledge and skills 1 To gain the skills, knowledge on what to do when extremely hot or cold 1 To get good results on my maize. How to assess soil structure and organic conditions. Protect soil from erosion 1 To get profit and quality plants 1 To have nice plants for harvesting 1 To prevent early rust 1 To protect the maize from different pests. Get the knowledge and gain skills that I need 1 To receive good planting results 1 Very good program 1 We follow the guideline manuals for better results 2 We have to be 100% on point all the time and many samples can be carried out within limited spce and time 2 With maize we can carry 100 sample in 30 minutes consistency. Growing healthy plants and following the protocol precisely is key 1 Working good 4 You must check what is going on on the fields and squarting accordingly to what you see 1 beacause it is working 1 because it is worked out and tested by specialist 1 because it is worked out and tested by specialists 1 because it is working 2 check the condition 1 climate 2 depends on rain fall 1 follow the program to get better quality 1 follow to my best for optimum 1 get control 2 it deliver good results 2 it is a very good program 1 it is a winner 1 it is effective 2 it is recommended like that 2 it is the right way to wet 1 it is working good 1 pro active management 1 relies on the many years of experience I have 2 rely on the advisor's knowledge 2 to act preventatively 2 to get total crop protection 2 to manage disease pressure and keep it low for product use and crises control and better harvest 1 to manage disease pressure and keep it low to avoid product use for crises controls and better harvest 1 to prevent early rust 1 very good program 1 we are using our own program because it is more relevant 1 we are using our own program it is more relevant 1 you must check what is going on on the fields and accordingly to that you must squart 1 Q397. Received a recommended growing protocol or crop program from an agricultural advisor? 200 0 1 yes 161 2 no 39 Q397C. Did you receive a protocol/crop program from Syngenta? 111 89 1 yes 51 2 no 60 Sysmiss 89 Q397.D. From which manufacturer have you received a protocol/crop program? OTHER 60 0 confidential 60 Q35.A. What group/association/cooperative are a member of? 1ST 151 0 ASA 2 Afgri 16 Agri SA 2 BKB 2 Boere vereeniging : waai kraal 2 Central West 2 Cooperative 2 Farmers Union 2 Farmers union 4 GSA (Grain SA) 8 Georganiseerde Landbou 2 Graan SA 2 Grain SA 1 KZN Farmers union 2 Landbou Unie 2 Mccain 1 NTK 10 NTK (VBK) 2 NWK 2 Nafcoc Sanafu 2 National African Farming 2 OVK 1 Obaro MGK 2 Operative 2 Potato SA 2 Potato South Africa 12 Rural Development 2 Senwes 15 Senwes South West 2 Senwes, Graan SA 2 South West 11 South west 2 Suid Wes 2 Suidwes Landbou Kooperasie 2 TBK 2 TLU 6 VKB 14 VKD 2 Q35.A. What group/association/cooperative are a member of? 2ND 79 0 ASA 6 Afriforum 2 Agri - Noordwes 2 Agriforum 2 BKB 2 Bergville Boerevereniging 2 Cooperative 2 Famers union TLU 2 Farmer union 2 Farmers union 2 Free State Agriculture 2 Frymax 1 GWK 6 Graan SA 2 Grain SA 4 Losdoring studiegroep 2 N.A.F.U chairperson Limpopo Province 2 NTK 2 OVK 4 Potato SA 2 Senwes 7 South West 8 Suidwes Kooperasie 2 TLU 2 Unicrow/Afgri 2 VKB 5 cooperative 2 Q35.A. What group/association/cooperative are a member of? 3RD 31 0 ASA 2 Afgri 4 Afgri (Hinterland) 2 Agi SA; Kwanalu 2 Agri SA 2 Agricultural Development 2 BKB 4 GWK 2 McCain 2 South West 1 TLU 2 TWK 2 Westgrow 2 sand spruit studie groep 2 Q58. In general, what is the topography of your growing area? 200 0 1 flat 124 2 gentle slope 49 3 steep slope 1 4 hilly 16 5 other. specify: 4 6 valley 6 Q58. In general, what is the topography of your growing area? OTHER 4 0 Flat, Gentle slope 2 Flat, gentle slope, valley 2 Bought seeds 200 0 1 mentioned 200 Saved seeds 34 166 1 mentioned 34 Sysmiss 166 Q302. What is the percentage of decay for potato? 89 111 0 15 2.838 2.959 Q303. What is the percentage of shrink loss for potato? 73 127 0 20 3.775 6.389 ?]]> 72 128 0 15 3.415 3.759 Q147. When have the young plants been planted ? 66 2014-01-02 2014-07-16 2014-01-02 2 2014-01-07 1 2014-01-09 1 2014-01-10 2 2014-01-15 6 2014-01-18 1 2014-01-19 1 2014-01-20 2 2014-01-21 2 2014-01-25 2 2014-01-28 2 2014-01-30 4 2014-01-31 1 2014-02-03 1 2014-02-06 2 2014-02-15 4 2014-02-20 2 2014-03-15 2 2014-03-16 2 2014-03-17 2 2014-04-01 2 2014-04-10 2 2014-04-13 2 2014-04-15 3 2014-04-16 2 2014-04-18 1 2014-04-27 2 2014-05-01 2 2014-05-15 3 2014-06-22 1 2014-07-15 2 2014-07-16 2 45 155 6 53 23.207 6.946 Year in which the data was collected 2222 0 2014 2015 2014.563 0.496 Country 2222 0 South Africa 2222 Crop 2222 0 Corn 1057 Potato 1165 Unique identifier per cluster 2222 0 SouthafricaMaize1 770 SouthafricaMaize2 258 SouthafricaMaize3 17 SouthafricaMaize4 12 SouthafricaPotato1 880 SouthafricaPotato2 285 Reference farms versus Benchmark farms 2222 0 1 Reference farm 290 2 Benchmark farm 1932 Unique identifier per grower 2222 0 36110200 36 36111100 19 36111300 21 36111400 18 36111600 18 36111700 17 36111800 15 36111900 16 36112000 21 36117700 12 36120100 38 36121200 39 36126300 20 36211200 18 36211300 18 36211400 36 36211500 25 36211600 18 36211700 18 36211800 36 36211900 18 36212000 18 36212100 50 36212200 54 36212300 18 36212400 18 36212500 18 36212600 18 36212700 18 36212800 18 36212900 18 36213000 18 36213100 18 36215100 18 36215200 21 36215300 11 36215400 12 36215500 10 36215600 12 36215700 12 36215800 14 36215900 13 36216000 16 36216100 19 36216200 9 36216300 14 36216400 18 36216500 18 36216600 18 36216700 17 36216800 16 36216900 16 36217000 9 36217100 9 36217200 16 36217300 5 36217500 16 36217600 18 36217800 14 36220300 36 36220400 19 36220600 62 36220700 38 36220800 27 36220900 68 36221000 19 36221100 44 36221200 18 36221300 20 36221400 20 36221500 38 36221600 44 36221700 42 36221800 47 36221900 20 36222000 47 36222100 44 36222200 43 36222300 43 36224300 18 36224400 21 36224500 20 36224600 25 36224700 19 36224800 25 36224900 18 36225000 17 36225100 20 36225200 23 36225300 16 36225400 14 36225500 16 36225600 26 36225700 21 36226000 13 36226100 20 36226200 19 Field code (A or B) 2222 0 1 A 1341 2 B 881 Which activities did the grower do on his field? 2222 0 1 Clearing 159 2 Ploughing 111 3 Digging 44 4 Ridging 56 5 Ripping 150 6 Land levelling 68 7 Greenhouse management operations 12 8 Applying fertilizers 184 9 Mulching 48 10 Sowing or planting 200 11 Scouting for pests and diseases 179 12 Applying pesticides 178 13 Irrigating 119 14 Pruning 38 15 Weeding 55 16 Harvesting 200 17 Post handling 80 18 Processing 116 19 Transport 153 20 Seed Treatment 72 Did he use power driven equipment to complete this activity? 1980 242 1 Yes 1821 2 No 159 Sysmiss 242 Data collection wave 131 0 2015 2015 2015 0 To which field/plot does the information relate to? 131 0 A 72 B 59 Unique cluster ID 131 0 SouthafricaMaize1 21 SouthafricaMaize2 28 SouthafricaMaize4 10 SouthafricaPotato1 36 SouthafricaPotato2 36 Country 131 0 South Africa 131 FARMTYPE 131 0 BF 96 RF 35 Unique respondent ID 131 0 36111100 2 36111300 5 36111400 6 36112000 2 36117700 10 36121200 4 36126300 6 36215100 4 36215200 7 36215300 4 36216400 2 36216500 2 36216600 2 36217000 1 36217100 2 36217500 2 36217600 2 36220300 2 36220900 2 36221100 4 36221500 2 36221600 2 36221700 2 36221800 2 36222000 2 36222100 8 36222200 2 36224400 2 36224500 2 36224600 4 36224800 5 36224900 2 36225100 4 36225200 5 36225300 4 36225500 4 36225600 4 36226000 2 36226200 2 Unique code of a product that was applied 131 0 1 72 2 35 3 14 4 7 5 3 The crop of focus 131 0 Corn 59 Potato 72 Q233C. a. Timing of product application 109 2014-01-31 2015-09-22 2014-01-31 1 2014-02-14 5 2014-09-01 2 2014-09-05 2 2014-09-10 4 2014-09-15 8 2014-09-22 3 2014-10-10 5 2014-10-13 3 2014-10-14 1 2014-10-15 1 2014-10-18 2 2014-10-26 1 2014-10-30 2 2014-10-31 5 2014-11-01 6 2014-11-15 10 2014-11-17 2 2014-11-19 1 2014-11-25 2 2014-11-30 2 2014-12-01 4 2014-12-02 1 2014-12-03 1 2014-12-10 2 2014-12-15 1 2014-12-19 2 2015-01-04 1 2015-01-10 2 2015-02-01 4 2015-02-09 2 2015-02-10 2 2015-02-23 2 2015-03-06 1 2015-04-07 2 2015-06-01 5 2015-06-10 2 2015-08-03 2 2015-08-10 2 2015-09-15 2 2015-09-22 1 Q233C. b.Type of product 128 3 1 Fungicide 58 2 Insecticide 24 3 Plant growth regulator/harvest aids/adjuvants 30 4 Herbicide 16 Sysmiss 3 Q233C. c. Brand product name 129 0 confidential 129 Q233C. c2. Brand product formulation 95 0 confidential 95 CODED VARIABLE - stringcode 131 0 confidential 131 CODED VARIABLE - active ingredient1 129 0 2,4 D 1 ACETOCHLORE 4 ALPHA-CYPERMETHRIN 2 ATRAZINE 1 CARBOSULFAN 1 CLETHODIM 2 CLOTHIANIDINE 6 Do not know 23 FLUDIOXONIL 8 GIBBERELLIC ACID 4 GLYPHOSATE 2 LAMBDA CYHALOTHRIN 3 LUFENURON 1 MANCOZEB (VONDOZEB) 5 MESOTRIONE 4 METAZACHLOR 2 PENCYCURON 26 PIRAKLOSTOBIN 2 PROCHLORAZ 2 S-METOLACHLOR 2 TEBUCONAZOLE 4 THIAMETHOXAM 3 TOLCLOFOS M 2 TRICHODERMA HARZIANUM 5 ZINC PHOSPHIDE 14 CODED VARIABLE - amount of ai1 87 44 25 915 271.702 240.72 CODED VARIABLE - unit (% or Gr) 111 0 % 31 g/l 80 CODED VARIABLE - active ingredient2 15 0 METALAXIL 8 PYDIFLUMETOFEN 2 TERBUTYLAZINE 1 TRIFLOXYSTROBINE 4 CODED VARIABLE - amount of ai2 15 116 10 416.7 93.68 124.29 CODED VARIABLE - active ingredient3 1 0 ATRAZINE 1 CODED VARIABLE - amount of ai3 1 130 208.5 208.5 208.5 Q233C. d. PRODUCT 1: Dosage 83 48 1 100 30 2 1 1 3 200 18 4 50 2 5 60 2 6 300 2 7 150 3 8 40 2 9 80 3 10 750 4 11 600 2 12 250 3 13 25 2 14 1500 1 15 10 2 16 16 2 17 140 2 18 175 1 19 62 1 Sysmiss 48 Q233C. e. PRODUCT 1: Unit of quantity 129 0 GRAM/HECT 35 MILLILITER/HECT 94 Q233C. f. PRODUCT 1: Amount of H2O solved in LITERS per <HECT> 71 60 1 3500 262.254 585.998 Q233C. g. PRODUCT 1: Pest/disease/ weed targeted 124 0 99 2 Alworm 2 Broad leaf 1 Broad leaf grass 1 Broadleaf weeds 1 Don't know / no answer 4 Fisadiam Risetonia 1 Fisadian 1 Fungus 8 Fusarin, Rhizactonia, stimulate growth 3 Fusarin, Rizactonia, stimulate growth 1 Gerbilles 1 Gowth management 1 Grasses to rise 2 Grasshopper and rats 1 Ground insects 1 Head and crop brand 1 Insect killers 2 Insects 5 Insects and fungus 2 Moth 3 Pest Control 2 Pest control 2 Pests 2 Phitiam 1 Potato scab disease 1 Risetonia ph ritiom 1 Risitonia 2 Rizentonia 1 Rizetonia 1 Rosedonia 1 Sem cancer 1 Sny wurms 2 Stem cancer 1 Weed 1 Weed killers 2 Worms 1 black rough tribe cancer fusarium 2 black scab 2 broad leaf grass 1 broadleaf weed 1 brown scab 2 disease 2 diseases 2 eintjies 1 fungus 12 fungus killer 1 gerbilles 11 grass killer 1 grasshopper and rats 1 grebilles 1 growth management 1 head and crop brand 1 insects 3 potato scab disease 1 rosedonia 1 silverrough black spots 2 stem cancer 1 stemcancer 1 stimulate halim number 2 weed 2 weed killer 1 weed killers 2 CODED VARIABLE Syngenta product? (1 = YES; 0 = NO) 111 20 1 Yes 25 2 No 86 Sysmiss 20 Year in which the data was collected 200 0 2014 2015 2014.67 0.471 Country 200 0 South Africa 200 Unique identifier per cluster 200 0 SouthafricaMaize1 62 SouthafricaMaize2 32 SouthafricaMaize3 2 SouthafricaMaize4 2 SouthafricaPotato1 72 SouthafricaPotato2 30 Unique identifier per grower 200 0 36110200 36226200 36204660.5 36571.997 Field code (A or B) 200 0 A 114 B 86 Q1. F. Would it be okay for you for this company to contact you with information on The GGP? 134 0 No 2 Yes 132 administrative area 1 181 0 FS 76 GP 2 KZN 4 LP 61 MP 24 NW 14