GHA_2014_GGP-P_v01_M_v01_A_OCS DDI_GHA_2014_GGP-P_v01_M_v01_A_OCS Office of Chief Statistician Development Economics Data Group 2023-01-26 Nesstar Publisher Version 01 (January 2023): This metadata was downloaded from the FAO website (https://microdata.fao.org/index.php/catalog) and it is identical to FAO version (GHA_2014_GGP-P_v01_EN_M_A_OCS). The following two metadata fields were edited - Document ID and Survey ID. Good Growth Plan 2014 GGP-P 2014 GHA_2014_GGP-P_v01_M_v01_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 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 Farm_level_data.NSDstat 0 29 Nesstar 200801 Global_farm_data.NSDstat 0 73 Nesstar 200801 Crop_protection.NSDstat 0 24 Nesstar 200801 Location.NSDstat 0 7 Nesstar 200801 Activities and Machinery (Q382).NSDstat 0 9 Nesstar 200801 Data collection wave 0 0 Syngenta's definition of Region 0 0 eame eame Syngenta's definition of Territory 0 0 africa middle-east africa middle-east To which field/plot does the information relate to? 0 0 A A B B Unique cluster ID 0 0 ghanarice1 ghanarice1 Country 0 0 Ghana Ghana Farm type 0 0 bf bf rf rf Unique respondent ID 0 0 14100100 14100100 14100200 14100200 14100300 14100300 14100400 14100400 14100500 14100500 14100600 14100600 14100700 14100700 14100800 14100800 14100900 14100900 14101000 14101000 14201100 14201100 14201200 14201200 14201300 14201300 14201400 14201400 14201500 14201500 14201600 14201600 14201700 14201700 14201800 14201800 14201900 14201900 14202000 14202000 14202100 14202100 14202200 14202200 14202300 14202300 14202400 14202400 14202500 14202500 The crop of focus 0 0 rice rice Q57. Size of growing area A for <TARG1> in <HECT> 0 0 Q5.Total cultivated area of <TARG1> in this season in <HECT> 0 0 Q6. Total size of your farm/cultivated area for all crops in <HECT> 0 0 Land efficiency in ton/ha 0 0 Number of field applications used per ton produced 0 0 Kgs of nitrogen used per ton produced 0 0 Kgs of phosphorus used per ton produced 0 0 Kgs of potassium used per ton produced 0 0 Kgs of seeds used per ton produced 0 0 Kgs of active ingredients from pesticides used in kilogram per ton produced 0 0 Kgs of active ingredients from herbicides used per ton produced 0 0 Kgs of active ingredients from fungicides used per ton produced 0 0 Kgs of active ingredients from insecticides used per ton produced 0 0 Litres of irrigation water used per ton produced 0 0 Amount of labor hours per unit of crop output produced 0 0 Amount of machinery used in hours per unit of crop output produced 0 0 Date of first field preparation 0 0 2014-02-02 2014-02-02 2014-02-03 2014-02-03 2014-02-04 2014-02-04 2014-02-05 2014-02-05 2014-02-20 2014-02-20 2014-03-01 2014-03-01 2014-03-02 2014-03-02 2014-03-03 2014-03-03 2014-03-04 2014-03-04 2014-03-05 2014-03-05 2014-03-10 2014-03-10 2014-03-15 2014-03-15 2014-03-20 2014-03-20 2014-04-01 2014-04-01 2014-04-04 2014-04-04 2014-04-10 2014-04-10 2014-04-15 2014-04-15 2014-04-17 2014-04-17 Date of sowing or planting 0 0 2014-03-03 2014-03-03 2014-03-06 2014-03-06 2014-03-10 2014-03-10 2014-03-12 2014-03-12 2014-03-15 2014-03-15 2014-03-18 2014-03-18 2014-03-20 2014-03-20 2014-03-23 2014-03-23 2014-03-28 2014-03-28 2014-03-29 2014-03-29 2014-04-01 2014-04-01 2014-04-02 2014-04-02 2014-04-03 2014-04-03 2014-04-04 2014-04-04 2014-04-08 2014-04-08 2014-04-15 2014-04-15 2014-04-17 2014-04-17 2014-04-24 2014-04-24 2014-04-25 2014-04-25 2014-04-30 2014-04-30 2014-05-02 2014-05-02 2014-05-15 2014-05-15 Date when harvest started 0 0 2014-09-05 2014-09-05 2014-09-08 2014-09-08 2014-09-10 2014-09-10 2014-09-13 2014-09-13 2014-09-16 2014-09-16 2014-09-17 2014-09-17 2014-09-18 2014-09-18 2014-09-19 2014-09-19 2014-09-20 2014-09-20 2014-09-21 2014-09-21 2014-09-22 2014-09-22 2014-09-23 2014-09-23 2014-09-26 2014-09-26 2014-09-28 2014-09-28 Date when harvest ended 0 0 2014-09-05 2014-09-05 2014-09-08 2014-09-08 2014-09-10 2014-09-10 2014-09-11 2014-09-11 2014-09-12 2014-09-12 2014-09-13 2014-09-13 2014-09-14 2014-09-14 2014-09-15 2014-09-15 2014-09-16 2014-09-16 2014-09-17 2014-09-17 2014-09-18 2014-09-18 2014-09-19 2014-09-19 2014-09-20 2014-09-20 2014-09-21 2014-09-21 2014-09-23 2014-09-23 2014-09-24 2014-09-24 2014-09-27 2014-09-27 2014-09-29 2014-09-29 Syngenta definition of territory (sub-region) 0 0 africa middle-east africa middle-east Country 0 0 Ghana Ghana Unique cluster ID 0 0 ghanarice1 ghanarice1 Unique respondent ID 0 0 14100100 14100100 14100200 14100200 14100300 14100300 14100400 14100400 14100500 14100500 14100600 14100600 14100700 14100700 14100800 14100800 14100900 14100900 14101000 14101000 14201100 14201100 14201200 14201200 14201300 14201300 14201400 14201400 14201500 14201500 14201600 14201600 14201700 14201700 14201800 14201800 14201900 14201900 14202000 14202000 14202100 14202100 14202200 14202200 14202300 14202300 14202400 14202400 14202500 14202500 To which field/plot does the information relate to? 0 0 a a b b Farmtype 0 0 bf bf rf rf Crop of focus 0 0 rice rice Q19. Surname 0 0 confidential confidential Q20. First name 0 0 confidential confidential Q21. Phone number 0 0 confidential confidential Q27. Year of birth 0 0 Q28. Gender 0 0 1 male 2 female Q31. Until what age did you go to school? 0 0 Q30. Are you a full-time or part-time farmer? 0 0 1 Full-time grower Q33. Did you receive an agronomical/agricultural education? 0 0 1 no Q34. Are you a member of a producer group, association or cooperative for <CROP>? 0 0 1 no 2 yes Q65. Do you practice intercropping for <TARGET CROP> ? 0 0 1 no Q60. Do you rotate crops on growing area A for <TARGET CROP>? 0 0 1 no Q67. What is the soil type of growing area A for <TARGET CROP>? 0 0 1 sandy clay soil 2 clay soil 3 clay loam soil 4 loam soil Q54. Where do you deposit the rest water after spraying? Citerne (phytobac, heliosec, sentinel, biofilter) 0 0 1 Mentioned 2 Not mentioned Q54. Where do you deposit the rest water after spraying? In fields 0 0 1 Mentioned Q54. Where do you deposit the rest water after spraying? In rivers, streams, drain or via the ditch 0 0 1 Mentioned Q54. Where do you deposit the rest water after spraying? Don’t know / no answer 0 0 1 Mentioned Q55a. Where do you clean your sprain equipment? On farm 0 0 1 not mentioned 2 mentioned Q55b. Where do you dispose the water used for cleaning you equipment? On field 0 0 1 mentioned 2 not mentioned Q55b. Where do you dispose the water used for cleaning you equipment? On an unpaved surface 0 0 1 mentioned Q55b. Where do you dispose the water used for cleaning you equipment? Don’t know / no answer 0 0 1 mentioned Q55. C. Do you store the sprayer protected from rain? 0 0 1 yes 2 no Q55. D. Do you use drift-reducing nozzles on your sprayer? 0 0 1 yes 2 no Q72. When did the first field preparation start for growing area A for <TARGET CROP> ? 0 0 2014-02-02 2014-02-02 2014-02-03 2014-02-03 2014-02-04 2014-02-04 2014-02-05 2014-02-05 2014-02-20 2014-02-20 2014-03-01 2014-03-01 2014-03-02 2014-03-02 2014-03-03 2014-03-03 2014-03-04 2014-03-04 2014-03-05 2014-03-05 2014-03-10 2014-03-10 2014-03-15 2014-03-15 2014-03-20 2014-03-20 2014-04-01 2014-04-01 2014-04-04 2014-04-04 2014-04-10 2014-04-10 2014-04-15 2014-04-15 2014-04-17 2014-04-17 Q74. When was the crop sown / planted for growing area A for <TARGET CROP>? 0 0 2014-03-03 2014-03-03 2014-03-06 2014-03-06 2014-03-10 2014-03-10 2014-03-12 2014-03-12 2014-03-15 2014-03-15 2014-03-18 2014-03-18 2014-03-20 2014-03-20 2014-03-23 2014-03-23 2014-03-28 2014-03-28 2014-03-29 2014-03-29 2014-04-01 2014-04-01 2014-04-02 2014-04-02 2014-04-03 2014-04-03 2014-04-04 2014-04-04 2014-04-08 2014-04-08 2014-04-15 2014-04-15 2014-04-17 2014-04-17 2014-04-24 2014-04-24 2014-04-25 2014-04-25 2014-04-30 2014-04-30 2014-05-02 2014-05-02 2014-05-15 2014-05-15 Q233. Do you use on-farm or pre-treated seed treatment to treat the seeds for growing area A for <TARGET CROP>? 0 0 1 pre-treated seed treatment 2 on-farm seed treatment Q224. Do you apply organic fertilizers for <TARGET CROP>? 0 0 1 no Q226. Do you apply chemical fertilizers for <TARGET CROP>? 0 0 1 yes Q243. When was the harvest period for <TARGET CROP>? 0 0 2014-09-05 2014-09-05 2014-09-08 2014-09-08 2014-09-10 2014-09-10 2014-09-13 2014-09-13 2014-09-16 2014-09-16 2014-09-17 2014-09-17 2014-09-18 2014-09-18 2014-09-19 2014-09-19 2014-09-20 2014-09-20 2014-09-21 2014-09-21 2014-09-22 2014-09-22 2014-09-23 2014-09-23 2014-09-26 2014-09-26 2014-09-28 2014-09-28 Q243. When was the harvest period for <TARGET CROP>? 0 0 2014-09-05 2014-09-05 2014-09-08 2014-09-08 2014-09-10 2014-09-10 2014-09-11 2014-09-11 2014-09-12 2014-09-12 2014-09-13 2014-09-13 2014-09-14 2014-09-14 2014-09-15 2014-09-15 2014-09-16 2014-09-16 2014-09-17 2014-09-17 2014-09-18 2014-09-18 2014-09-19 2014-09-19 2014-09-20 2014-09-20 2014-09-21 2014-09-21 2014-09-23 2014-09-23 2014-09-24 2014-09-24 2014-09-27 2014-09-27 2014-09-29 2014-09-29 Q360. When was the harvest period for <TARGET CROP>? 0 0 2014-09-05 2014-09-05 2014-09-08 2014-09-08 2014-09-10 2014-09-10 2014-09-13 2014-09-13 2014-09-16 2014-09-16 2014-09-17 2014-09-17 2014-09-18 2014-09-18 2014-09-19 2014-09-19 2014-09-20 2014-09-20 2014-09-21 2014-09-21 2014-09-22 2014-09-22 2014-09-23 2014-09-23 2014-09-26 2014-09-26 2014-09-28 2014-09-28 Q360. When was the harvest period for <TARGET CROP>? 0 0 2014-09-05 2014-09-05 2014-09-08 2014-09-08 2014-09-10 2014-09-10 2014-09-11 2014-09-11 2014-09-12 2014-09-12 2014-09-13 2014-09-13 2014-09-14 2014-09-14 2014-09-15 2014-09-15 2014-09-16 2014-09-16 2014-09-17 2014-09-17 2014-09-18 2014-09-18 2014-09-19 2014-09-19 2014-09-20 2014-09-20 2014-09-21 2014-09-21 2014-09-23 2014-09-23 2014-09-24 2014-09-24 2014-09-27 2014-09-27 2014-09-29 2014-09-29 Q319. When was the harvest period for sugarcane? 0 0 2014-09-05 2014-09-05 2014-09-08 2014-09-08 2014-09-10 2014-09-10 2014-09-13 2014-09-13 2014-09-16 2014-09-16 2014-09-17 2014-09-17 2014-09-18 2014-09-18 2014-09-19 2014-09-19 2014-09-20 2014-09-20 2014-09-21 2014-09-21 2014-09-22 2014-09-22 2014-09-23 2014-09-23 2014-09-26 2014-09-26 2014-09-28 2014-09-28 Q319. When was the harvest period for sugarcane? 0 0 2014-09-05 2014-09-05 2014-09-08 2014-09-08 2014-09-10 2014-09-10 2014-09-11 2014-09-11 2014-09-12 2014-09-12 2014-09-13 2014-09-13 2014-09-14 2014-09-14 2014-09-15 2014-09-15 2014-09-16 2014-09-16 2014-09-17 2014-09-17 2014-09-18 2014-09-18 2014-09-19 2014-09-19 2014-09-20 2014-09-20 2014-09-21 2014-09-21 2014-09-23 2014-09-23 2014-09-24 2014-09-24 2014-09-27 2014-09-27 2014-09-29 2014-09-29 Q339. When was the harvest period for banana? 0 0 2014-09-05 2014-09-05 2014-09-08 2014-09-08 2014-09-10 2014-09-10 2014-09-13 2014-09-13 2014-09-16 2014-09-16 2014-09-17 2014-09-17 2014-09-18 2014-09-18 2014-09-19 2014-09-19 2014-09-20 2014-09-20 2014-09-21 2014-09-21 2014-09-22 2014-09-22 2014-09-23 2014-09-23 2014-09-26 2014-09-26 2014-09-28 2014-09-28 Q339. When was the harvest period for banana? 0 0 2014-09-05 2014-09-05 2014-09-08 2014-09-08 2014-09-10 2014-09-10 2014-09-11 2014-09-11 2014-09-12 2014-09-12 2014-09-13 2014-09-13 2014-09-14 2014-09-14 2014-09-15 2014-09-15 2014-09-16 2014-09-16 2014-09-17 2014-09-17 2014-09-18 2014-09-18 2014-09-19 2014-09-19 2014-09-20 2014-09-20 2014-09-21 2014-09-21 2014-09-23 2014-09-23 2014-09-24 2014-09-24 2014-09-27 2014-09-27 2014-09-29 2014-09-29 Q377. What is the estimated revenue in <DOLLAR>/<HECTARES> for growing area A of <TARGET CROP>? 0 0 Q378. Could you please indicate the estimated revenue in general? <DOLLAR>/<HECTARES>. 0 0 Q379.A Can you please explain your answer for <TARGET CROP>? 0 0 1 average 2 low 3 very low 4 high 5 very high Q380. What is your total input cost for <TARGET CROP> from first field preparation until harvest? 0 0 Q381. Percentage of TREES/SEED costs out of the total input cost for <TARGET CROP>? 0 0 Q381. Percentage of FERTILIZERS costs out of the total input cost for <TARGET CROP>? 0 0 Q381. Percentage of PESTICIDES costs out of the total input cost for <TARGET CROP>? 0 0 Q381. Percentage of LABOR costs out of the total input cost for <TARGET CROP>? 0 0 Q381. Percentage of MACHINERY costs of the total input cost for <TARGET CROP>? 0 0 Q381. Percentage of WATER USE costs out of the total input cost for <TARGET CROP>? 0 0 Q381. Percentage of FUEL costs out of the total input cost for <TARGET CROP>? 0 0 Q381. Percentage of ELECTRICITY costs out of the total input cost for <TARGET CROP>? 0 0 Q381. Percentage of GAS costs out of the total input cost for <TARGET CROP>? 0 0 Q388. How would you say the level of ranfall was for growing area A 0 0 1 somewhat more than usual 2 a lot less than usual 3 somewhat less than usual 4 a lot more than usual 5 the same as usual Q389. What is the MAIN water source of <TARGET CROP> during this season? 0 0 1 irrigated using irrigation equipment (e.g. rain, Q390. What is the number of days you have been irrigating <TARGET CROP>? 0 0 Q391. What is the average amount of hours per day you have been irrigating of <TARGET CROP>? 0 0 Q392. What is the amount of liters that is discharged per hour of <TARGET CROP>? 0 0 Data collection wave 0 0 Q215. When did the first field preparation start for cauliflower? 0 0 2014-02-02 2014-02-02 2014-02-03 2014-02-03 2014-02-04 2014-02-04 2014-02-05 2014-02-05 2014-02-20 2014-02-20 2014-03-01 2014-03-01 2014-03-02 2014-03-02 2014-03-03 2014-03-03 2014-03-04 2014-03-04 2014-03-05 2014-03-05 2014-03-10 2014-03-10 2014-03-15 2014-03-15 2014-03-20 2014-03-20 2014-04-01 2014-04-01 2014-04-04 2014-04-04 2014-04-10 2014-04-10 2014-04-15 2014-04-15 2014-04-17 2014-04-17 Q218. When have the young plants been planted for cauliflower? 0 0 2014-03-03 2014-03-03 2014-03-06 2014-03-06 2014-03-10 2014-03-10 2014-03-12 2014-03-12 2014-03-15 2014-03-15 2014-03-18 2014-03-18 2014-03-20 2014-03-20 2014-03-23 2014-03-23 2014-03-28 2014-03-28 2014-03-29 2014-03-29 2014-04-01 2014-04-01 2014-04-02 2014-04-02 2014-04-03 2014-04-03 2014-04-04 2014-04-04 2014-04-08 2014-04-08 2014-04-15 2014-04-15 2014-04-17 2014-04-17 2014-04-24 2014-04-24 2014-04-25 2014-04-25 2014-04-30 2014-04-30 2014-05-02 2014-05-02 2014-05-15 2014-05-15 Q399. Please explain why you follow or do not follow the crop program and/or recommendations. 0 0 I believe they have more knowledge on rice farming an I will help us as farmers to increase yield and quality I believe they have more knowledge on rice farming an I will help us as farmers to increase yield and quality I follow because it will help us have high yield since they have more information than us I follow because it will help us have high yield since they have more information than us I follow the recommendations because I want to improve my farm and get good growth I follow the recommendations because I want to improve my farm and get good growth I follow the recommendations because I want to improve my farm to increase production and good yield I follow the recommendations because I want to improve my farm to increase production and good yield I follow the recommendations which results in getting an award I follow the recommendations which results in getting an award I follow the recommendations which results in winning an award I follow the recommendations which results in winning an award I follow their recomemdations so as to acquire skills and more knowledge on rice farming I follow their recomemdations so as to acquire skills and more knowledge on rice farming I follow their recomendations because they are experts in rice farming sent to help us get good yield I follow their recomendations because they are experts in rice farming sent to help us get good yield I followed recommendations because old rice varieties were mixing with new ones so I can know how to handle it I followed recommendations because old rice varieties were mixing with new ones so I can know how to handle it I need to improve my rice farm so I follow recommendations I need to improve my rice farm so I follow recommendations I receive information on how to apply pesticides, fertilizer etc for good growth and high yield of crop I receive information on how to apply pesticides, fertilizer etc for good growth and high yield of crop because I needed to be informed on rice farming and the recommendations because I needed to be informed on rice farming and the recommendations because I needed to be well informed on rice farming and the recommendations. because I needed to be well informed on rice farming and the recommendations. because I trust in your recommendations and trainings they gave us. because I trust in your recommendations and trainings they gave us. because I was expecting a better yield than usual because I was expecting a better yield than usual because my knowledge on rice farming is low and so following their recommendations will help me improve because my knowledge on rice farming is low and so following their recommendations will help me improve because they are extension officers sent to train and advice us on technical issues in rice farming because they are extension officers sent to train and advice us on technical issues in rice farming because they are extension officers sent to train and advice us on technical isuesi n rice farmimg because they are extension officers sent to train and advice us on technical isuesi n rice farmimg because they are sent by government to educate us and they are very helpful since they impact us with knowledge because they are sent by government to educate us and they are very helpful since they impact us with knowledge due to poor yield in the previous season I followed their recommendations to improve and increase yield due to poor yield in the previous season I followed their recommendations to improve and increase yield their training and advice helps farmers to increase growth and yield their training and advice helps farmers to increase growth and yield their training information we received was different from what we already know hence made us follow their recommendations their training information we received was different from what we already know hence made us follow their recommendations they advice on how to apply fertilizers and chemicals at when due they advice on how to apply fertilizers and chemicals at when due they educate us on the types of chemicals and ferlizers to use and the time of application they educate us on the types of chemicals and ferlizers to use and the time of application they educate us on the types of chemicals and ferlizers to use and their time of application they educate us on the types of chemicals and ferlizers to use and their time of application they educate us thouroughly on how to apply fertilizer and pesticides they educate us thouroughly on how to apply fertilizer and pesticides they gave technical advice which I saw as different from what I knew already. they gave technical advice which I saw as different from what I knew already. they have information and are passing it on for the good of farmers they have information and are passing it on for the good of farmers they have trained us before on rice farming which helped us a lot they have trained us before on rice farming which helped us a lot Q397. Received a recommended growing protocol or crop program from an agricultural advisor? 0 0 1 yes Q35.A. What group/association/cooperative are a member of? 1ST 0 0 AVICO FARMS AVICO FARMS GADCO ASSOCIATION GADCO ASSOCIATION GADCO FARMERS GADCO FARMERS WIENCO FARMERS WIENCO FARMERS Q58. In general, what is the topography of your growing area? 0 0 1 flat 2 gentle slope Q116. What production system is used for rice? 0 0 1 direct-seeded, wet-sown (dsws) 2 direct-seeded (ds) 3 direct-seeded, dry-sown (dsds) Q119. Please indicate the inter-row space that is applied? 0 0 Bought seeds 0 0 1 mentioned Q147. When have the young plants been planted ? 0 0 2014-03-03 2014-03-03 2014-03-06 2014-03-06 2014-03-10 2014-03-10 2014-03-12 2014-03-12 2014-03-15 2014-03-15 2014-03-18 2014-03-18 2014-03-20 2014-03-20 2014-03-23 2014-03-23 2014-03-28 2014-03-28 2014-03-29 2014-03-29 2014-04-01 2014-04-01 2014-04-02 2014-04-02 2014-04-03 2014-04-03 2014-04-04 2014-04-04 2014-04-08 2014-04-08 2014-04-15 2014-04-15 2014-04-17 2014-04-17 2014-04-24 2014-04-24 2014-04-25 2014-04-25 2014-04-30 2014-04-30 2014-05-02 2014-05-02 2014-05-15 2014-05-15 Q295. What is the level of brokens in percentage for rice? 0 0 Q297. % of colored grains and contaminants for rice? 0 0 Data collection wave 0 0 To which field/plot does the information relate to? 0 0 A A B B Unique cluster ID 0 0 GhanaRice1 GhanaRice1 Country 0 0 Ghana Ghana FARMTYPE 0 0 BF BF RF RF Unique respondent ID 0 0 14100100 14100100 14100200 14100200 14100300 14100300 14100400 14100400 14100500 14100500 14100600 14100600 14100700 14100700 14100800 14100800 14100900 14100900 14101000 14101000 14201100 14201100 14201200 14201200 14201300 14201300 14201400 14201400 14201500 14201500 14201600 14201600 14201700 14201700 14201800 14201800 14201900 14201900 14202000 14202000 14202100 14202100 14202200 14202200 14202300 14202300 14202400 14202400 14202500 14202500 Unique code of a product within application 0 0 1 1 2 2 3 3 4 4 5 5 6 6 7 7 8 8 The crop of focus 0 0 Rice Rice Q241 a. Timing of product application 0 0 2014-03-03 2014-03-03 2014-03-06 2014-03-06 2014-03-10 2014-03-10 2014-03-11 2014-03-11 2014-03-15 2014-03-15 2014-03-16 2014-03-16 2014-03-20 2014-03-20 2014-03-25 2014-03-25 2014-03-28 2014-03-28 2014-03-29 2014-03-29 2014-03-30 2014-03-30 2014-04-01 2014-04-01 2014-04-02 2014-04-02 2014-04-03 2014-04-03 2014-04-04 2014-04-04 2014-04-05 2014-04-05 2014-04-06 2014-04-06 2014-04-07 2014-04-07 2014-04-09 2014-04-09 2014-04-10 2014-04-10 2014-04-12 2014-04-12 2014-04-15 2014-04-15 2014-04-20 2014-04-20 2014-04-21 2014-04-21 2014-04-24 2014-04-24 2014-04-25 2014-04-25 2014-04-27 2014-04-27 2014-04-29 2014-04-29 2014-04-30 2014-04-30 2014-05-01 2014-05-01 2014-05-02 2014-05-02 2014-05-03 2014-05-03 2014-05-05 2014-05-05 2014-05-06 2014-05-06 2014-05-07 2014-05-07 2014-05-09 2014-05-09 2014-05-10 2014-05-10 2014-05-11 2014-05-11 2014-05-14 2014-05-14 2014-05-15 2014-05-15 2014-05-16 2014-05-16 2014-05-17 2014-05-17 2014-05-19 2014-05-19 2014-05-20 2014-05-20 2014-05-23 2014-05-23 2014-05-25 2014-05-25 2014-05-27 2014-05-27 2014-05-28 2014-05-28 2014-05-29 2014-05-29 2014-05-30 2014-05-30 2014-06-01 2014-06-01 2014-06-02 2014-06-02 2014-06-03 2014-06-03 2014-06-04 2014-06-04 2014-06-05 2014-06-05 2014-06-07 2014-06-07 2014-06-08 2014-06-08 2014-06-11 2014-06-11 2014-06-14 2014-06-14 2014-06-15 2014-06-15 2014-06-16 2014-06-16 2014-06-19 2014-06-19 2014-06-21 2014-06-21 2014-06-27 2014-06-27 2014-06-29 2014-06-29 2014-06-30 2014-06-30 2014-07-01 2014-07-01 2014-07-02 2014-07-02 2014-07-03 2014-07-03 2014-07-05 2014-07-05 2014-07-10 2014-07-10 2014-07-17 2014-07-17 2014-07-21 2014-07-21 2014-07-29 2014-07-29 2014-07-30 2014-07-30 2014-08-10 2014-08-10 2014-08-19 2014-08-19 2014-10-04 2014-10-04 Q241 b.Type of product 0 0 1 Herbicide 2 Insecticide 3 Fungicide 4 Rodenticides Q241 c . Brand product name 0 0 confidential confidential CODED VARIABLE - stringcode 0 0 confidential confidential CODED VARIABLE - active ingredient1 0 0 AZOXYSTROBIN AZOXYSTROBIN BISPYRIBAC-SODIUM BISPYRIBAC-SODIUM Do not know Do not know GLYPHOSATE GLYPHOSATE PRETILACHLOR PRETILACHLOR THIAMETHOXAM THIAMETHOXAM CODED VARIABLE - amount of ai1 0 0 CODED VARIABLE - unit (% or Gr) 0 0 1 g/l CODED VARIABLE - active ingredient2 0 0 DIFENOCONAZOLE DIFENOCONAZOLE LAMBDA CYHALOTHRIN LAMBDA CYHALOTHRIN PYRIBENZOXIM PYRIBENZOXIM CODED VARIABLE - amount of ai2 0 0 CODED VARIABLE Q241 d. Dosage ? 0 0 CODED VARIABLE Q241 e. Unit of quantity 0 0 1 MILLILITER/HECT Q241 f. Amount of H2O solved in LITERS per <HECTARE> 0 0 Q241 g. Pest/disease/ weed targeted ? 0 0 all unwanted weeds all unwanted weeds ants ; grasshoppers ants ; grasshoppers blast blast carpet weed carpet weed caterpillar ; beetles caterpillar ; beetles elephant grass elephant grass fall panicum fall panicum fiagbea fiagbea grasshoppers grasshoppers grasshoppers ; beetles grasshoppers ; beetles mice ; grasshoppers mice ; grasshoppers mice ; insects mice ; insects mice;rodent mice;rodent old rice ; elephant grass old rice ; elephant grass old rice on field old rice on field old rice shooting up old rice shooting up prickly lettuce prickly lettuce quack grass quack grass shito dzeklo shito dzeklo tambolo tambolo weaver birds ; grasshoppers weaver birds ; grasshoppers weevil weevil weevils weevils worms worms yellow nutsedge yellow nutsedge Q241 h. Level of pest/ disease/ weed pressure 0 0 1 Medium pressure 2 Low pressure 3 High pressure Q241 i. Percentage of the area treated against pests/ diseases/ weeds 0 0 Q241 j. Percentage of crop free of pests/ diseases/ weeds at harvest (in %) 0 0 Year in which the data was collected 0 0 Country 0 0 Ghana Ghana Unique identifier per cluster 0 0 GhanaRice1 GhanaRice1 Unique identifier per grower 0 0 Field code (A or B) 0 0 A A B B Q25. Farm address - postal code 0 0 40 40 administrative area 1 0 0 Volta Region Volta Region Year in which the data was collected 0 0 Country 0 0 Ghana Ghana Crop 0 0 Rice Rice Unique identifier per cluster 0 0 GhanaRice1 GhanaRice1 Reference farms versus Benchmark farms 0 0 1 Reference farm 2 Benchmark farm Unique identifier per grower 0 0 14100100 14100100 14100200 14100200 14100300 14100300 14100400 14100400 14100500 14100500 14100600 14100600 14100700 14100700 14100800 14100800 14100900 14100900 14101000 14101000 14201100 14201100 14201200 14201200 14201300 14201300 14201400 14201400 14201500 14201500 14201600 14201600 14201700 14201700 14201800 14201800 14201900 14201900 14202000 14202000 14202100 14202100 14202200 14202200 14202300 14202300 14202400 14202400 14202500 14202500 Field code (A or B) 0 0 1 A 2 B Which activities did the grower do on his field? 0 0 1 Clearing 2 Ploughing 3 Digging 4 Ridging 5 Land levelling 6 Applying fertilizers 7 Sowing or planting 8 Scouting for pests and diseases 9 Applying pesticides 10 Irrigating 11 Harvesting 12 Processing 13 Transport 14 Other Did he use power driven equipment to complete this activity? 0 0 1 Yes 2 No