GHA_2014_GGP-P_v01_EN_M_A_OCS GHA_2014_GGP-P_v01_EN_M_A_OCS_v01 Office of Chief Statistician Nesstar Publisher DDI_GHA_2014_GGP-P_v01_EN_M_A_OCS_FAO Good Growth Plan, 2014 GGP-P 2014 GHA_2014_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. Ghana 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. 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_GHA.NSDstat 142 24 Nesstar 200801 Farm_level_data_GHA.NSDstat 29 29 Nesstar 200801 global_farm_data_country_GHA.NSDstat 29 73 Nesstar 200801 Q382_data_GHA.NSDstat 307 9 Nesstar 200801 Location_GHA.NSDstat 29 6 Nesstar 200801 Data collection wave 142 0 2014 2014 2014 0 To which field/plot does the information relate to? 142 0 A 122 B 20 Unique cluster ID 142 0 GhanaRice1 142 Country 142 0 Ghana 142 FARMTYPE 142 0 BF 70 RF 72 Unique respondent ID 142 0 14100100 10 14100200 5 14100300 9 14100400 5 14100500 10 14100600 5 14100700 11 14100800 6 14100900 6 14101000 5 14201100 5 14201200 5 14201300 4 14201400 5 14201500 5 14201600 4 14201700 5 14201800 5 14201900 5 14202000 4 14202100 4 14202200 5 14202300 5 14202400 4 14202500 5 Unique code of a product within application 142 0 1 29 2 29 3 12 4 18 5 21 6 11 7 13 8 9 The crop of focus 142 0 Rice 142 Q241 a. Timing of product application 142 0 2014-03-03 1 2014-03-06 1 2014-03-10 2 2014-03-11 1 2014-03-15 1 2014-03-16 1 2014-03-20 6 2014-03-25 1 2014-03-28 1 2014-03-29 2 2014-03-30 1 2014-04-01 2 2014-04-02 1 2014-04-03 3 2014-04-04 3 2014-04-05 1 2014-04-06 1 2014-04-07 4 2014-04-09 2 2014-04-10 4 2014-04-12 3 2014-04-15 4 2014-04-20 3 2014-04-21 1 2014-04-24 2 2014-04-25 2 2014-04-27 2 2014-04-29 3 2014-04-30 1 2014-05-01 2 2014-05-02 1 2014-05-03 1 2014-05-05 1 2014-05-06 1 2014-05-07 2 2014-05-09 1 2014-05-10 8 2014-05-11 2 2014-05-14 1 2014-05-15 4 2014-05-16 3 2014-05-17 1 2014-05-19 1 2014-05-20 2 2014-05-23 1 2014-05-25 4 2014-05-27 1 2014-05-28 1 2014-05-29 2 2014-05-30 1 2014-06-01 3 2014-06-02 2 2014-06-03 3 2014-06-04 1 2014-06-05 2 2014-06-07 2 2014-06-08 2 2014-06-11 2 2014-06-14 1 2014-06-15 1 2014-06-16 1 2014-06-19 1 2014-06-21 1 2014-06-27 1 2014-06-29 1 2014-06-30 1 2014-07-01 1 2014-07-02 1 2014-07-03 2 2014-07-05 1 2014-07-10 2 2014-07-17 2 2014-07-21 1 2014-07-29 2 2014-07-30 1 2014-08-10 1 2014-08-19 1 2014-10-04 1 Q241 b.Type of product 142 0 1 Herbicide 61 2 Insecticide 31 3 Fungicide 48 4 Rodenticides 2 Q241 c . Brand product name 142 0 confidential 142 CODED VARIABLE - stringcode 142 0 confidential 142 CODED VARIABLE - active ingredient1 142 0 AZOXYSTROBIN 48 BISPYRIBAC-SODIUM 10 Do not know 3 GLYPHOSATE 23 PRETILACHLOR 28 THIAMETHOXAM 30 CODED VARIABLE - amount of ai1 139 3 30 400 213.525 122.781 CODED VARIABLE - unit (% or Gr) 139 3 1 g/l 139 Sysmiss 3 CODED VARIABLE - active ingredient2 106 0 DIFENOCONAZOLE 48 LAMBDA CYHALOTHRIN 30 PYRIBENZOXIM 28 CODED VARIABLE - amount of ai2 106 36 12.5 20 15.189 3.08 CODED VARIABLE Q241 d. Dosage ? 142 0 200 5000 2341.268 1330.135 CODED VARIABLE Q241 e. Unit of quantity 142 0 1 MILLILITER/HECT 142 Q241 f. Amount of H2O solved in LITERS per <HECTARE> 142 0 64 456 225.014 68.55 Q241 g. Pest/disease/ weed targeted ? 142 0 all unwanted weeds 1 ants ; grasshoppers 1 blast 48 carpet weed 12 caterpillar ; beetles 1 elephant grass 3 fall panicum 2 fiagbea 2 grasshoppers 6 grasshoppers ; beetles 1 mice ; grasshoppers 2 mice ; insects 1 mice;rodent 1 old rice ; elephant grass 1 old rice on field 2 old rice shooting up 2 prickly lettuce 4 quack grass 7 shito dzeklo 3 tambolo 5 weaver birds ; grasshoppers 1 weevil 3 weevils 15 worms 1 yellow nutsedge 17 Q241 h. Level of pest/ disease/ weed pressure 142 0 1 Medium pressure 36 2 Low pressure 68 3 High pressure 38 Q241 i. Percentage of the area treated against pests/ diseases/ weeds 142 0 50 100 98.979 6.984 Q241 j. Percentage of crop free of pests/ diseases/ weeds at harvest (in %) 142 0 70 90 81.514 5.359 Data collection wave 29 0 2014 2014 2014 0 Syngenta's definition of Region 29 0 eame 29 Syngenta's definition of Territory 29 0 africa middle-east 29 To which field/plot does the information relate to? 29 0 A 25 B 4 Unique cluster ID 29 0 ghanarice1 29 Country 29 0 Ghana 29 Farm type 29 0 bf 15 rf 14 Unique respondent ID 29 0 14100100 2 14100200 1 14100300 2 14100400 1 14100500 2 14100600 1 14100700 2 14100800 1 14100900 1 14101000 1 14201100 1 14201200 1 14201300 1 14201400 1 14201500 1 14201600 1 14201700 1 14201800 1 14201900 1 14202000 1 14202100 1 14202200 1 14202300 1 14202400 1 14202500 1 The crop of focus 29 0 rice 29 Q57. Size of growing area A for <TARG1> in <HECT> 29 0 0.4 1.6 0.95 0.369 Q5.Total cultivated area of <TARG1> in this season in <HECT> 29 0 0.81 1.6 1.117 0.353 Q6. Total size of your farm/cultivated area for all crops in <HECT> 29 0 0.81 1.6 1.144 0.358 Land efficiency in ton/ha 29 0 1 7.5 2.61 1.565 Number of field applications used per ton produced 29 0 0.533 5 2.398 1.269 Kgs of nitrogen used per ton produced 29 0 4 40 18.69 9.526 Kgs of phosphorus used per ton produced 29 0 4 52.083 18.46 10.532 Kgs of potassium used per ton produced 29 0 0 52.083 17.029 11.22 Kgs of seeds used per ton produced 29 0 1.708 51.25 12.894 10.103 Kgs of active ingredients from pesticides used in kilogram per ton produced 29 0 0.222 4.032 1.264 0.785 Kgs of active ingredients from herbicides used per ton produced 29 0 0.181 3.6 1.046 0.727 Kgs of active ingredients from fungicides used per ton produced 29 0 0.0283 0.342 0.156 0.096 Kgs of active ingredients from insecticides used per ton produced 29 0 0 0.225 0.0612 0.05 Litres of irrigation water used per ton produced 29 0 2330.864 154080 19808.918 31401.98 Amount of labor hours per unit of crop output produced 28 1 13.417 415 61.791 77.152 Amount of machinery used in hours per unit of crop output produced 29 0 1.667 97.5 13.68 17.325 Date of first field preparation 29 2014-02-02 2014-04-17 2014-02-02 2 2014-02-03 3 2014-02-04 1 2014-02-05 1 2014-02-20 1 2014-03-01 5 2014-03-02 1 2014-03-03 4 2014-03-04 1 2014-03-05 2 2014-03-10 1 2014-03-15 1 2014-03-20 1 2014-04-01 1 2014-04-04 1 2014-04-10 1 2014-04-15 1 2014-04-17 1 Date of sowing or planting 29 2014-03-03 2014-05-15 2014-03-03 1 2014-03-06 1 2014-03-10 1 2014-03-12 1 2014-03-15 3 2014-03-18 1 2014-03-20 2 2014-03-23 1 2014-03-28 1 2014-03-29 1 2014-04-01 2 2014-04-02 1 2014-04-03 1 2014-04-04 1 2014-04-08 1 2014-04-15 1 2014-04-17 2 2014-04-24 1 2014-04-25 1 2014-04-30 2 2014-05-02 2 2014-05-15 1 Date when harvest started 29 2014-09-05 2014-09-28 2014-09-05 1 2014-09-08 2 2014-09-10 4 2014-09-13 3 2014-09-16 3 2014-09-17 1 2014-09-18 3 2014-09-19 2 2014-09-20 3 2014-09-21 2 2014-09-22 1 2014-09-23 2 2014-09-26 1 2014-09-28 1 Date when harvest ended 29 2014-09-05 2014-09-29 2014-09-05 1 2014-09-08 1 2014-09-10 2 2014-09-11 1 2014-09-12 1 2014-09-13 1 2014-09-14 1 2014-09-15 1 2014-09-16 2 2014-09-17 2 2014-09-18 1 2014-09-19 1 2014-09-20 5 2014-09-21 2 2014-09-23 4 2014-09-24 1 2014-09-27 1 2014-09-29 1 Syngenta definition of territory (sub-region) 29 0 africa middle-east 29 Country 29 0 Ghana 29 Unique cluster ID 29 0 ghanarice1 29 Unique respondent ID 29 0 14100100 2 14100200 1 14100300 2 14100400 1 14100500 2 14100600 1 14100700 2 14100800 1 14100900 1 14101000 1 14201100 1 14201200 1 14201300 1 14201400 1 14201500 1 14201600 1 14201700 1 14201800 1 14201900 1 14202000 1 14202100 1 14202200 1 14202300 1 14202400 1 14202500 1 To which field/plot does the information relate to? 29 0 a 25 b 4 Farmtype 29 0 bf 15 rf 14 Crop of focus 29 0 rice 29 Q19. Surname 29 0 confidential 29 Q20. First name 29 0 confidential 29 Q21. Phone number 28 0 confidential 28 Q27. Year of birth 29 0 1926 1977 1954.724 12.8 Q28. Gender 29 0 1 male 25 2 female 4 Q31. Until what age did you go to school? 29 0 11 25 16.552 3.987 Q30. Are you a full-time or part-time farmer? 29 0 1 Full-time grower 29 Q33. Did you receive an agronomical/agricultural education? 29 0 1 no 29 Q34. Are you a member of a producer group, association or cooperative for <CROP>? 29 0 1 no 9 2 yes 20 ?]]> 29 0 1 no 29 Q60. Do you rotate crops on growing area A for <TARGET CROP>? 29 0 1 no 29 Q67. What is the soil type of growing area A for <TARGET CROP>? 29 0 1 sandy clay soil 1 2 clay soil 18 3 clay loam soil 6 4 loam soil 4 Q54. Where do you deposit the rest water after spraying? Citerne (phytobac, heliosec, sentinel, biofilter) 29 0 1 Mentioned 22 2 Not mentioned 7 Q54. Where do you deposit the rest water after spraying? In fields 19 10 1 Mentioned 19 Sysmiss 10 Q54. Where do you deposit the rest water after spraying? In rivers, streams, drain or via the ditch 3 26 1 Mentioned 3 Sysmiss 26 Q54. Where do you deposit the rest water after spraying? Don’t know / no answer 7 22 1 Mentioned 7 Sysmiss 22 Q55a. Where do you clean your sprain equipment? On farm 29 0 1 not mentioned 12 2 mentioned 17 Q55b. Where do you dispose the water used for cleaning you equipment? On field 29 0 1 mentioned 19 2 not mentioned 10 Q55b. Where do you dispose the water used for cleaning you equipment? On an unpaved surface 5 24 1 mentioned 5 Sysmiss 24 Q55b. Where do you dispose the water used for cleaning you equipment? Don’t know / no answer 5 24 1 mentioned 5 Sysmiss 24 Q55. C. Do you store the sprayer protected from rain? 29 0 1 yes 22 2 no 7 Q55. D. Do you use drift-reducing nozzles on your sprayer? 29 0 1 yes 16 2 no 13 Q72. When did the first field preparation start for growing area A for <TARGET CROP> ? 29 2014-02-02 2014-04-17 2014-02-02 2 2014-02-03 3 2014-02-04 1 2014-02-05 1 2014-02-20 1 2014-03-01 5 2014-03-02 1 2014-03-03 4 2014-03-04 1 2014-03-05 2 2014-03-10 1 2014-03-15 1 2014-03-20 1 2014-04-01 1 2014-04-04 1 2014-04-10 1 2014-04-15 1 2014-04-17 1 Q74. When was the crop sown / planted for growing area A for <TARGET CROP>? 29 2014-03-03 2014-05-15 2014-03-03 1 2014-03-06 1 2014-03-10 1 2014-03-12 1 2014-03-15 3 2014-03-18 1 2014-03-20 2 2014-03-23 1 2014-03-28 1 2014-03-29 1 2014-04-01 2 2014-04-02 1 2014-04-03 1 2014-04-04 1 2014-04-08 1 2014-04-15 1 2014-04-17 2 2014-04-24 1 2014-04-25 1 2014-04-30 2 2014-05-02 2 2014-05-15 1 Q233. Do you use on-farm or pre-treated seed treatment to treat the seeds for growing area A for <TARGET CROP>? 29 0 1 pre-treated seed treatment 12 2 on-farm seed treatment 17 Q224. Do you apply organic fertilizers for <TARGET CROP>? 29 0 1 no 29 Q226. Do you apply chemical fertilizers for <TARGET CROP>? 29 0 1 yes 29 Q243. When was the harvest period for <TARGET CROP>? 29 2014-09-05 2014-09-28 2014-09-05 1 2014-09-08 2 2014-09-10 4 2014-09-13 3 2014-09-16 3 2014-09-17 1 2014-09-18 3 2014-09-19 2 2014-09-20 3 2014-09-21 2 2014-09-22 1 2014-09-23 2 2014-09-26 1 2014-09-28 1 Q243. When was the harvest period for <TARGET CROP>? 29 2014-09-05 2014-09-29 2014-09-05 1 2014-09-08 1 2014-09-10 2 2014-09-11 1 2014-09-12 1 2014-09-13 1 2014-09-14 1 2014-09-15 1 2014-09-16 2 2014-09-17 2 2014-09-18 1 2014-09-19 1 2014-09-20 5 2014-09-21 2 2014-09-23 4 2014-09-24 1 2014-09-27 1 2014-09-29 1 Q360. When was the harvest period for <TARGET CROP>? 29 2014-09-05 2014-09-28 2014-09-05 1 2014-09-08 2 2014-09-10 4 2014-09-13 3 2014-09-16 3 2014-09-17 1 2014-09-18 3 2014-09-19 2 2014-09-20 3 2014-09-21 2 2014-09-22 1 2014-09-23 2 2014-09-26 1 2014-09-28 1 Q360. When was the harvest period for <TARGET CROP>? 29 2014-09-05 2014-09-29 2014-09-05 1 2014-09-08 1 2014-09-10 2 2014-09-11 1 2014-09-12 1 2014-09-13 1 2014-09-14 1 2014-09-15 1 2014-09-16 2 2014-09-17 2 2014-09-18 1 2014-09-19 1 2014-09-20 5 2014-09-21 2 2014-09-23 4 2014-09-24 1 2014-09-27 1 2014-09-29 1 Q319. When was the harvest period for sugarcane? 29 2014-09-05 2014-09-28 2014-09-05 1 2014-09-08 2 2014-09-10 4 2014-09-13 3 2014-09-16 3 2014-09-17 1 2014-09-18 3 2014-09-19 2 2014-09-20 3 2014-09-21 2 2014-09-22 1 2014-09-23 2 2014-09-26 1 2014-09-28 1 Q319. When was the harvest period for sugarcane? 29 2014-09-05 2014-09-29 2014-09-05 1 2014-09-08 1 2014-09-10 2 2014-09-11 1 2014-09-12 1 2014-09-13 1 2014-09-14 1 2014-09-15 1 2014-09-16 2 2014-09-17 2 2014-09-18 1 2014-09-19 1 2014-09-20 5 2014-09-21 2 2014-09-23 4 2014-09-24 1 2014-09-27 1 2014-09-29 1 Q339. When was the harvest period for banana? 29 2014-09-05 2014-09-28 2014-09-05 1 2014-09-08 2 2014-09-10 4 2014-09-13 3 2014-09-16 3 2014-09-17 1 2014-09-18 3 2014-09-19 2 2014-09-20 3 2014-09-21 2 2014-09-22 1 2014-09-23 2 2014-09-26 1 2014-09-28 1 Q339. When was the harvest period for banana? 29 2014-09-05 2014-09-29 2014-09-05 1 2014-09-08 1 2014-09-10 2 2014-09-11 1 2014-09-12 1 2014-09-13 1 2014-09-14 1 2014-09-15 1 2014-09-16 2 2014-09-17 2 2014-09-18 1 2014-09-19 1 2014-09-20 5 2014-09-21 2 2014-09-23 4 2014-09-24 1 2014-09-27 1 2014-09-29 1 Q377. What is the estimated revenue in <DOLLAR>/<HECTARES> for growing area A of <TARGET CROP>? 27 2 2100 16000 5732.222 3485.734 Q378. Could you please indicate the estimated revenue in general? <DOLLAR>/<HECTARES>. 2 27 8000 8000 8000 0 Q379.A Can you please explain your answer for <TARGET CROP>? 29 0 1 average 8 2 low 10 3 very low 8 4 high 2 5 very high 1 Q380. What is your total input cost for <TARGET CROP> from first field preparation until harvest? 29 0 1000 4729 2161.655 881.813 ?]]> 29 0 3 15 7.276 3.442 ?]]> 29 0 8 60 28.552 11.636 ?]]> 29 0 5 45 20.828 10.355 ?]]> 29 0 4 29 11.414 5.281 ?]]> 29 0 9 44 25.31 9.107 ?]]> 29 0 1 10 6.621 2.499 ?]]> 29 0 0 0 0 0 ?]]> 29 0 0 0 0 0 ?]]> 29 0 0 0 0 0 Q388. How would you say the level of ranfall was for growing area A 29 0 1 somewhat more than usual 14 2 a lot less than usual 2 3 somewhat less than usual 1 4 a lot more than usual 4 5 the same as usual 8 Q389. What is the MAIN water source of <TARGET CROP> during this season? 29 0 1 irrigated using irrigation equipment (e.g. rain, 29 Q390. What is the number of days you have been irrigating <TARGET CROP>? 29 0 2 4 2.862 0.875 Q391. What is the average amount of hours per day you have been irrigating of <TARGET CROP>? 29 0 4 24 12.517 7.135 Q392. What is the amount of liters that is discharged per hour of <TARGET CROP>? 29 0 500 900 758.172 130.623 Data collection wave 29 0 2014 2014 2014 0 Q215. When did the first field preparation start for cauliflower? 29 2014-02-02 2014-04-17 2014-02-02 2 2014-02-03 3 2014-02-04 1 2014-02-05 1 2014-02-20 1 2014-03-01 5 2014-03-02 1 2014-03-03 4 2014-03-04 1 2014-03-05 2 2014-03-10 1 2014-03-15 1 2014-03-20 1 2014-04-01 1 2014-04-04 1 2014-04-10 1 2014-04-15 1 2014-04-17 1 Q218. When have the young plants been planted for cauliflower? 29 2014-03-03 2014-05-15 2014-03-03 1 2014-03-06 1 2014-03-10 1 2014-03-12 1 2014-03-15 3 2014-03-18 1 2014-03-20 2 2014-03-23 1 2014-03-28 1 2014-03-29 1 2014-04-01 2 2014-04-02 1 2014-04-03 1 2014-04-04 1 2014-04-08 1 2014-04-15 1 2014-04-17 2 2014-04-24 1 2014-04-25 1 2014-04-30 2 2014-05-02 2 2014-05-15 1 Q399. Please explain why you follow or do not follow the crop program and/or recommendations. 29 I believe they have more knowledge on rice farming an I will help us as farmers to increase yield and quality 1 I follow because it will help us have high yield since they have more information than us 1 I follow the recommendations because I want to improve my farm and get good growth 1 I follow the recommendations because I want to improve my farm to increase production and good yield 1 I follow the recommendations which results in getting an award 1 I follow the recommendations which results in winning an award 1 I follow their recomemdations so as to acquire skills and more knowledge on rice farming 1 I follow their recomendations because they are experts in rice farming sent to help us get good yield 1 I followed recommendations because old rice varieties were mixing with new ones so I can know how to handle it 1 I need to improve my rice farm so I follow recommendations 1 I receive information on how to apply pesticides, fertilizer etc for good growth and high yield of crop 1 because I needed to be informed on rice farming and the recommendations 1 because I needed to be well informed on rice farming and the recommendations. 1 because I trust in your recommendations and trainings they gave us. 1 because I was expecting a better yield than usual 1 because my knowledge on rice farming is low and so following their recommendations will help me improve 1 because they are extension officers sent to train and advice us on technical issues in rice farming 1 because they are extension officers sent to train and advice us on technical isuesi n rice farmimg 1 because they are sent by government to educate us and they are very helpful since they impact us with knowledge 1 due to poor yield in the previous season I followed their recommendations to improve and increase yield 1 their training and advice helps farmers to increase growth and yield 1 their training information we received was different from what we already know hence made us follow their recommendations 1 they advice on how to apply fertilizers and chemicals at when due 1 they educate us on the types of chemicals and ferlizers to use and the time of application 1 they educate us on the types of chemicals and ferlizers to use and their time of application 1 they educate us thouroughly on how to apply fertilizer and pesticides 1 1 they have information and are passing it on for the good of farmers 1 they have trained us before on rice farming which helped us a lot 1 Q397. Received a recommended growing protocol or crop program from an agricultural advisor? 29 0 1 yes 29 Q35.A. What group/association/cooperative are a member of? 1ST 20 0 AVICO FARMS 1 GADCO ASSOCIATION 2 GADCO FARMERS 6 WIENCO FARMERS 11 Q58. In general, what is the topography of your growing area? 29 0 1 flat 19 2 gentle slope 10 Q116. What production system is used for rice? 29 0 1 direct-seeded, wet-sown (dsws) 10 2 direct-seeded (ds) 2 3 direct-seeded, dry-sown (dsds) 17 Q119. Please indicate the inter-row space that is applied? 29 0 2 2 2 0 Bought seeds 29 0 1 mentioned 29 Q147. When have the young plants been planted ? 29 2014-03-03 2014-05-15 2014-03-03 1 2014-03-06 1 2014-03-10 1 2014-03-12 1 2014-03-15 3 2014-03-18 1 2014-03-20 2 2014-03-23 1 2014-03-28 1 2014-03-29 1 2014-04-01 2 2014-04-02 1 2014-04-03 1 2014-04-04 1 2014-04-08 1 2014-04-15 1 2014-04-17 2 2014-04-24 1 2014-04-25 1 2014-04-30 2 2014-05-02 2 2014-05-15 1 29 0 1 15 7.034 4.563 Q297. % of colored grains and contaminants for rice? 29 0 0 5 1.828 1.513 Year in which the data was collected 307 0 2014 2014 2014 0 Country 307 0 Ghana 307 Crop 307 0 Rice 307 Unique identifier per cluster 307 0 GhanaRice1 307 Reference farms versus Benchmark farms 307 0 1 Reference farm 143 2 Benchmark farm 164 Unique identifier per grower 307 0 14100100 20 14100200 9 14100300 22 14100400 9 14100500 20 14100600 13 14100700 20 14100800 9 14100900 11 14101000 10 14201100 11 14201200 11 14201300 11 14201400 10 14201500 11 14201600 11 14201700 10 14201800 11 14201900 11 14202000 11 14202100 14 14202200 11 14202300 9 14202400 12 14202500 10 Field code (A or B) 307 0 1 A 266 2 B 41 Which activities did the grower do on his field? 307 0 1 Clearing 24 2 Ploughing 14 3 Digging 5 4 Ridging 2 5 Land levelling 2 6 Applying fertilizers 29 7 Sowing or planting 29 8 Scouting for pests and diseases 29 9 Applying pesticides 29 10 Irrigating 29 11 Harvesting 29 12 Processing 20 13 Transport 29 14 Other 37 Did he use power driven equipment to complete this activity? 303 4 1 Yes 154 2 No 149 Sysmiss 4 Year in which the data was collected 29 0 2014 2014 2014 0 Country 29 0 Ghana 29 Unique identifier per cluster 29 0 GhanaRice1 29 Unique identifier per grower 29 0 14100100 14202500 14152900 51513.59 Field code (A or B) 29 0 A 25 B 4 administrative area 1 29 0 Volta Region 29