ZAF_2014-2015_GGP-P_v01_M_v01_A_OCS DDI_ZAF_2014-2015_GGP-P_v01_M_v01_A_OCS Office of Chief Statistician Development Economics Data Group 2022-11-17 Nesstar Publisher Version 01 (November 2022): This metadata was downloaded from the FAO website (https://microdata.fao.org/index.php/catalog) and it is identical to FAO version (ZAF_2014-2015_GGP-P_v01_EN_M_A_OCS). The following two metadata fields were edited - Document ID and Survey ID. Good Growth Plan 2014-2015 GGP-P 2014-15 ZAF_2014-2015_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. 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 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 fertilizers.NSDstat 0 16 Nesstar 200801 seed_treatment.NSDstat 0 25 Nesstar 200801 Farm_level_data.NSDstat 0 32 Nesstar 200801 Global_farm_data.NSDstat 0 116 Nesstar 200801 Crop_protection.NSDstat 0 30 Nesstar 200801 Location.NSDstat 0 8 Nesstar 200801 Activities and Machinery (Q382).NSDstat 0 9 Nesstar 200801 Data collection wave 0 0 To which field/plot does the information relate to? 0 0 1 A 2 B Unique cluster ID 0 0 SouthafricaMaize1 SouthafricaMaize1 SouthafricaMaize2 SouthafricaMaize2 SouthafricaMaize3 SouthafricaMaize3 SouthafricaPotato1 SouthafricaPotato1 SouthafricaPotato2 SouthafricaPotato2 Country 0 0 South Africa South Africa Farm Type 0 0 BF BF RF RF Unique respondent ID 0 0 36111100 36111100 36111300 36111300 36111400 36111400 36111600 36111600 36111700 36111700 36111800 36111800 36111900 36111900 36112000 36112000 36121200 36121200 36126300 36126300 36211500 36211500 36212100 36212100 36212200 36212200 36215100 36215100 36215200 36215200 36215300 36215300 36215400 36215400 36215500 36215500 36215600 36215600 36215700 36215700 36215800 36215800 36215900 36215900 36216000 36216000 36216100 36216100 36216200 36216200 36216300 36216300 36216400 36216400 36216500 36216500 36216600 36216600 36216700 36216700 36216800 36216800 36216900 36216900 36217000 36217000 36217100 36217100 36217200 36217200 36217300 36217300 36217500 36217500 36217600 36217600 36217800 36217800 36220300 36220300 36220600 36220600 36220800 36220800 36220900 36220900 36221100 36221100 36221500 36221500 36221600 36221600 36221700 36221700 36221800 36221800 36222000 36222000 36222100 36222100 36222200 36222200 36222300 36222300 36224300 36224300 36224400 36224400 36224500 36224500 36224600 36224600 36224700 36224700 36224800 36224800 36225000 36225000 36225200 36225200 36225300 36225300 36225400 36225400 36225500 36225500 36225600 36225600 36225700 36225700 36226000 36226000 36226100 36226100 36226200 36226200 Unique code of a product that was applied 0 0 1 1 10 10 11 11 12 12 2 2 3 3 4 4 5 5 6 6 7 7 8 8 9 9 The crop of focus 0 0 Corn Corn Potato Potato Q229C a. Timing of (fertilizer) application AREA A 0 0 2014-02-06 2014-02-06 2014-05-13 2014-05-13 2014-05-25 2014-05-25 2014-07-15 2014-07-15 2014-07-25 2014-07-25 2014-08-01 2014-08-01 2014-08-03 2014-08-03 2014-08-04 2014-08-04 2014-08-07 2014-08-07 2014-08-17 2014-08-17 2014-08-23 2014-08-23 2014-09-01 2014-09-01 2014-09-05 2014-09-05 2014-09-10 2014-09-10 2014-09-11 2014-09-11 2014-09-15 2014-09-15 2014-09-16 2014-09-16 2014-09-22 2014-09-22 2014-09-23 2014-09-23 2014-09-25 2014-09-25 2014-09-28 2014-09-28 2014-09-30 2014-09-30 2014-10-01 2014-10-01 2014-10-05 2014-10-05 2014-10-07 2014-10-07 2014-10-10 2014-10-10 2014-10-12 2014-10-12 2014-10-13 2014-10-13 2014-10-14 2014-10-14 2014-10-15 2014-10-15 2014-10-20 2014-10-20 2014-10-23 2014-10-23 2014-10-25 2014-10-25 2014-10-30 2014-10-30 2014-10-31 2014-10-31 2014-11-01 2014-11-01 2014-11-02 2014-11-02 2014-11-03 2014-11-03 2014-11-05 2014-11-05 2014-11-08 2014-11-08 2014-11-09 2014-11-09 2014-11-10 2014-11-10 2014-11-11 2014-11-11 2014-11-13 2014-11-13 2014-11-14 2014-11-14 2014-11-15 2014-11-15 2014-11-17 2014-11-17 2014-11-18 2014-11-18 2014-11-19 2014-11-19 2014-11-20 2014-11-20 2014-11-21 2014-11-21 2014-11-23 2014-11-23 2014-11-24 2014-11-24 2014-11-25 2014-11-25 2014-11-27 2014-11-27 2014-11-28 2014-11-28 2014-11-29 2014-11-29 2014-12-01 2014-12-01 2014-12-02 2014-12-02 2014-12-03 2014-12-03 2014-12-05 2014-12-05 2014-12-06 2014-12-06 2014-12-08 2014-12-08 2014-12-10 2014-12-10 2014-12-11 2014-12-11 2014-12-12 2014-12-12 2014-12-13 2014-12-13 2014-12-14 2014-12-14 2014-12-15 2014-12-15 2014-12-16 2014-12-16 2014-12-17 2014-12-17 2014-12-19 2014-12-19 2014-12-20 2014-12-20 2014-12-21 2014-12-21 2014-12-22 2014-12-22 2014-12-23 2014-12-23 2014-12-26 2014-12-26 2014-12-27 2014-12-27 2014-12-28 2014-12-28 2014-12-29 2014-12-29 2015-01-01 2015-01-01 2015-01-02 2015-01-02 2015-01-03 2015-01-03 2015-01-05 2015-01-05 2015-01-08 2015-01-08 2015-01-09 2015-01-09 2015-01-10 2015-01-10 2015-01-16 2015-01-16 2015-01-21 2015-01-21 2015-01-22 2015-01-22 2015-01-23 2015-01-23 2015-01-26 2015-01-26 2015-01-29 2015-01-29 2015-01-30 2015-01-30 2015-02-01 2015-02-01 2015-02-02 2015-02-02 2015-02-05 2015-02-05 2015-02-06 2015-02-06 2015-02-08 2015-02-08 2015-02-09 2015-02-09 2015-02-13 2015-02-13 2015-02-16 2015-02-16 2015-02-19 2015-02-19 2015-02-20 2015-02-20 2015-02-23 2015-02-23 2015-02-27 2015-02-27 2015-03-02 2015-03-02 2015-03-05 2015-03-05 2015-03-09 2015-03-09 2015-03-10 2015-03-10 2015-03-13 2015-03-13 2015-03-16 2015-03-16 2015-03-20 2015-03-20 2015-03-23 2015-03-23 2015-03-30 2015-03-30 2015-04-06 2015-04-06 2015-04-16 2015-04-16 2015-04-20 2015-04-20 2015-04-22 2015-04-22 2015-04-24 2015-04-24 2015-04-27 2015-04-27 2015-04-28 2015-04-28 2015-05-01 2015-05-01 2015-05-04 2015-05-04 2015-05-05 2015-05-05 2015-05-11 2015-05-11 2015-05-12 2015-05-12 2015-05-18 2015-05-18 2015-05-20 2015-05-20 2015-05-21 2015-05-21 2015-05-23 2015-05-23 2015-05-25 2015-05-25 2015-05-28 2015-05-28 2015-06-01 2015-06-01 2015-06-02 2015-06-02 2015-06-04 2015-06-04 2015-06-08 2015-06-08 2015-06-09 2015-06-09 2015-06-11 2015-06-11 2015-06-15 2015-06-15 2015-06-16 2015-06-16 2015-06-18 2015-06-18 2015-06-20 2015-06-20 2015-06-22 2015-06-22 2015-06-25 2015-06-25 2015-06-29 2015-06-29 2015-07-01 2015-07-01 2015-07-04 2015-07-04 2015-07-08 2015-07-08 2015-07-15 2015-07-15 2015-07-16 2015-07-16 2015-07-17 2015-07-17 2015-07-18 2015-07-18 2015-07-20 2015-07-20 2015-07-29 2015-07-29 2015-08-04 2015-08-04 2015-08-05 2015-08-05 2015-08-10 2015-08-10 2015-08-12 2015-08-12 2015-08-15 2015-08-15 2015-08-25 2015-08-25 2015-08-26 2015-08-26 2015-08-27 2015-08-27 2015-08-31 2015-08-31 2015-09-03 2015-09-03 2015-09-07 2015-09-07 2015-09-09 2015-09-09 2015-09-10 2015-09-10 2015-09-12 2015-09-12 2015-09-14 2015-09-14 2015-09-15 2015-09-15 2015-09-16 2015-09-16 2015-09-19 2015-09-19 2015-09-20 2015-09-20 2015-09-21 2015-09-21 2015-09-22 2015-09-22 2015-09-29 2015-09-29 2015-10-09 2015-10-09 2015-10-13 2015-10-13 2015-10-15 2015-10-15 2015-10-19 2015-10-19 2015-10-27 2015-10-27 2015-10-29 2015-10-29 2015-10-31 2015-10-31 2015-11-03 2015-11-03 2015-11-10 2015-11-10 2015-11-12 2015-11-12 2015-11-13 2015-11-13 2015-11-16 2015-11-16 2015-11-19 2015-11-19 2015-11-26 2015-11-26 Q229C b.Type of product 0 0 1 Chemical fertilizer 2 Organic fertilizer Q229C d. Dosage (in KG/HECT or LITER/HECT) 0 0 Q229C e. Unit of quantity 0 0 KG/HECT KG/HECT LITER/HECT LITER/HECT Q229C f. Amount of H2O solved in LITERS per HECT 0 0 Q229C g. Percentage N (in %) 0 0 Q229C h. Percentage P (P2O5) (in %) 0 0 Q229C i. Percentage K (K2O) (in %) 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 SouthafricaMaize1 SouthafricaMaize1 SouthafricaMaize2 SouthafricaMaize2 SouthafricaMaize4 SouthafricaMaize4 SouthafricaPotato1 SouthafricaPotato1 SouthafricaPotato2 SouthafricaPotato2 Country 0 0 South Africa South Africa FARMTYPE 0 0 BF BF RF RF Unique respondent ID 0 0 36111100 36111100 36111300 36111300 36111400 36111400 36112000 36112000 36117700 36117700 36121200 36121200 36126300 36126300 36215100 36215100 36215200 36215200 36215300 36215300 36216400 36216400 36216500 36216500 36216600 36216600 36217000 36217000 36217100 36217100 36217500 36217500 36217600 36217600 36220300 36220300 36220900 36220900 36221100 36221100 36221500 36221500 36221600 36221600 36221700 36221700 36221800 36221800 36222000 36222000 36222100 36222100 36222200 36222200 36224400 36224400 36224500 36224500 36224600 36224600 36224800 36224800 36224900 36224900 36225100 36225100 36225200 36225200 36225300 36225300 36225500 36225500 36225600 36225600 36226000 36226000 36226200 36226200 Unique code of a product that was applied 0 0 1 1 2 2 3 3 4 4 5 5 The crop of focus 0 0 Corn Corn Potato Potato Q233C. a. Timing of product application 0 0 2014-01-31 2014-01-31 2014-02-14 2014-02-14 2014-09-01 2014-09-01 2014-09-05 2014-09-05 2014-09-10 2014-09-10 2014-09-15 2014-09-15 2014-09-22 2014-09-22 2014-10-10 2014-10-10 2014-10-13 2014-10-13 2014-10-14 2014-10-14 2014-10-15 2014-10-15 2014-10-18 2014-10-18 2014-10-26 2014-10-26 2014-10-30 2014-10-30 2014-10-31 2014-10-31 2014-11-01 2014-11-01 2014-11-15 2014-11-15 2014-11-17 2014-11-17 2014-11-19 2014-11-19 2014-11-25 2014-11-25 2014-11-30 2014-11-30 2014-12-01 2014-12-01 2014-12-02 2014-12-02 2014-12-03 2014-12-03 2014-12-10 2014-12-10 2014-12-15 2014-12-15 2014-12-19 2014-12-19 2015-01-04 2015-01-04 2015-01-10 2015-01-10 2015-02-01 2015-02-01 2015-02-09 2015-02-09 2015-02-10 2015-02-10 2015-02-23 2015-02-23 2015-03-06 2015-03-06 2015-04-07 2015-04-07 2015-06-01 2015-06-01 2015-06-10 2015-06-10 2015-08-03 2015-08-03 2015-08-10 2015-08-10 2015-09-15 2015-09-15 2015-09-22 2015-09-22 Q233C. b.Type of product 0 0 1 Fungicide 2 Insecticide 3 Plant growth regulator/harvest aids/adjuvants 4 Herbicide Q233C. c. Brand product name 0 0 confidential confidential Q233C. c2. Brand product formulation 0 0 confidential confidential CODED VARIABLE - stringcode 0 0 confidential confidential CODED VARIABLE - active ingredient1 0 0 2,4 D 2,4 D ACETOCHLORE ACETOCHLORE ALPHA-CYPERMETHRIN ALPHA-CYPERMETHRIN ATRAZINE ATRAZINE CARBOSULFAN CARBOSULFAN CLETHODIM CLETHODIM CLOTHIANIDINE CLOTHIANIDINE Do not know Do not know FLUDIOXONIL FLUDIOXONIL GIBBERELLIC ACID GIBBERELLIC ACID GLYPHOSATE GLYPHOSATE LAMBDA CYHALOTHRIN LAMBDA CYHALOTHRIN LUFENURON LUFENURON MANCOZEB (VONDOZEB) MANCOZEB (VONDOZEB) MESOTRIONE MESOTRIONE METAZACHLOR METAZACHLOR PENCYCURON PENCYCURON PIRAKLOSTOBIN PIRAKLOSTOBIN PROCHLORAZ PROCHLORAZ S-METOLACHLOR S-METOLACHLOR TEBUCONAZOLE TEBUCONAZOLE THIAMETHOXAM THIAMETHOXAM TOLCLOFOS M TOLCLOFOS M TRICHODERMA HARZIANUM TRICHODERMA HARZIANUM ZINC PHOSPHIDE ZINC PHOSPHIDE CODED VARIABLE - amount of ai1 0 0 CODED VARIABLE - unit (% or Gr) 0 0 % % g/l g/l CODED VARIABLE - active ingredient2 0 0 METALAXIL METALAXIL PYDIFLUMETOFEN PYDIFLUMETOFEN TERBUTYLAZINE TERBUTYLAZINE TRIFLOXYSTROBINE TRIFLOXYSTROBINE CODED VARIABLE - amount of ai2 0 0 CODED VARIABLE - active ingredient3 0 0 ATRAZINE ATRAZINE CODED VARIABLE - amount of ai3 0 0 Q233C. d. PRODUCT 1: Dosage 0 0 1 100 2 1 3 200 4 50 5 60 6 300 7 150 8 40 9 80 10 750 11 600 12 250 13 25 14 1500 15 10 16 16 17 140 18 175 19 62 Q233C. e. PRODUCT 1: Unit of quantity 0 0 GRAM/HECT GRAM/HECT MILLILITER/HECT MILLILITER/HECT Q233C. f. PRODUCT 1: Amount of H2O solved in LITERS per <HECT> 0 0 Q233C. g. PRODUCT 1: Pest/disease/ weed targeted 0 0 99 99 Alworm Alworm Broad leaf Broad leaf Broad leaf grass Broad leaf grass Broadleaf weeds Broadleaf weeds Don't know / no answer Don't know / no answer Fisadiam Risetonia Fisadiam Risetonia Fisadian Fisadian Fungus Fungus Fusarin, Rhizactonia, stimulate growth Fusarin, Rhizactonia, stimulate growth Fusarin, Rizactonia, stimulate growth Fusarin, Rizactonia, stimulate growth Gerbilles Gerbilles Gowth management Gowth management Grasses to rise Grasses to rise Grasshopper and rats Grasshopper and rats Ground insects Ground insects Head and crop brand Head and crop brand Insect killers Insect killers Insects Insects Insects and fungus Insects and fungus Moth Moth Pest Control Pest Control Pest control Pest control Pests Pests Phitiam Phitiam Potato scab disease Potato scab disease Risetonia ph ritiom Risetonia ph ritiom Risitonia Risitonia Rizentonia Rizentonia Rizetonia Rizetonia Rosedonia Rosedonia Sem cancer Sem cancer Sny wurms Sny wurms Stem cancer Stem cancer Weed Weed Weed killers Weed killers Worms Worms black rough tribe cancer fusarium black rough tribe cancer fusarium black scab black scab broad leaf grass broad leaf grass broadleaf weed broadleaf weed brown scab brown scab disease disease diseases diseases eintjies eintjies fungus fungus fungus killer fungus killer gerbilles gerbilles grass killer grass killer grasshopper and rats grasshopper and rats grebilles grebilles growth management growth management head and crop brand head and crop brand insects insects potato scab disease potato scab disease rosedonia rosedonia silverrough black spots silverrough black spots stem cancer stem cancer stemcancer stemcancer stimulate halim number stimulate halim number weed weed weed killer weed killer weed killers weed killers CODED VARIABLE Syngenta product? (1 = YES; 0 = NO) 0 0 1 Yes 2 No 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 southafricamaize1 southafricamaize1 southafricamaize2 southafricamaize2 southafricamaize3 southafricamaize3 southafricamaize4 southafricamaize4 southafricapotato1 southafricapotato1 southafricapotato2 southafricapotato2 Country 0 0 South Africa South Africa Farm type 0 0 bf bf rf rf Unique respondent ID 0 0 36110200 36110200 36111100 36111100 36111300 36111300 36111400 36111400 36111600 36111600 36111700 36111700 36111800 36111800 36111900 36111900 36112000 36112000 36117700 36117700 36120100 36120100 36121200 36121200 36126300 36126300 36211200 36211200 36211300 36211300 36211400 36211400 36211500 36211500 36211600 36211600 36211700 36211700 36211800 36211800 36211900 36211900 36212000 36212000 36212100 36212100 36212200 36212200 36212300 36212300 36212400 36212400 36212500 36212500 36212600 36212600 36212700 36212700 36212800 36212800 36212900 36212900 36213000 36213000 36213100 36213100 36215100 36215100 36215200 36215200 36215300 36215300 36215400 36215400 36215500 36215500 36215600 36215600 36215700 36215700 36215800 36215800 36215900 36215900 36216000 36216000 36216100 36216100 36216200 36216200 36216300 36216300 36216400 36216400 36216500 36216500 36216600 36216600 36216700 36216700 36216800 36216800 36216900 36216900 36217000 36217000 36217100 36217100 36217200 36217200 36217300 36217300 36217500 36217500 36217600 36217600 36217800 36217800 36220300 36220300 36220400 36220400 36220600 36220600 36220700 36220700 36220800 36220800 36220900 36220900 36221000 36221000 36221100 36221100 36221200 36221200 36221300 36221300 36221400 36221400 36221500 36221500 36221600 36221600 36221700 36221700 36221800 36221800 36221900 36221900 36222000 36222000 36222100 36222100 36222200 36222200 36222300 36222300 36224300 36224300 36224400 36224400 36224500 36224500 36224600 36224600 36224700 36224700 36224800 36224800 36224900 36224900 36225000 36225000 36225100 36225100 36225200 36225200 36225300 36225300 36225400 36225400 36225500 36225500 36225600 36225600 36225700 36225700 36226000 36226000 36226100 36226100 36226200 36226200 The crop of focus 0 0 corn corn potato potato 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 Percentage of syngenta products used compared to total number of products used 0 0 Does the grower use Syngenta products? 0 0 1 non-user 2 exclusive user 3 mixed user have received a crop program and/or any recommendations this season? 0 0 1 Received a complete crop program 2 Received recommendations but not a complete program Date of first field preparation 0 0 2013-10-10 2013-10-10 2013-10-15 2013-10-15 2013-11-15 2013-11-15 2013-11-28 2013-11-28 2013-12-01 2013-12-01 2013-12-05 2013-12-05 2014-01-01 2014-01-01 2014-01-02 2014-01-02 2014-01-03 2014-01-03 2014-01-05 2014-01-05 2014-01-06 2014-01-06 2014-01-07 2014-01-07 2014-01-10 2014-01-10 2014-01-12 2014-01-12 2014-01-15 2014-01-15 2014-01-26 2014-01-26 2014-01-31 2014-01-31 2014-02-01 2014-02-01 2014-02-02 2014-02-02 2014-02-14 2014-02-14 2014-02-15 2014-02-15 2014-02-16 2014-02-16 2014-03-05 2014-03-05 2014-03-12 2014-03-12 2014-03-31 2014-03-31 2014-04-01 2014-04-01 2014-04-04 2014-04-04 2014-04-05 2014-04-05 2014-04-07 2014-04-07 2014-04-15 2014-04-15 2014-04-23 2014-04-23 2014-05-01 2014-05-01 2014-05-15 2014-05-15 2014-05-30 2014-05-30 2014-06-01 2014-06-01 2014-06-15 2014-06-15 2014-06-16 2014-06-16 2014-06-30 2014-06-30 2014-07-01 2014-07-01 2014-07-15 2014-07-15 2014-07-20 2014-07-20 2014-07-25 2014-07-25 2014-08-01 2014-08-01 2014-08-03 2014-08-03 2014-08-08 2014-08-08 2014-08-15 2014-08-15 2014-08-17 2014-08-17 2014-08-20 2014-08-20 2014-08-25 2014-08-25 2014-09-01 2014-09-01 2014-09-05 2014-09-05 2014-09-10 2014-09-10 2014-09-11 2014-09-11 2014-09-15 2014-09-15 2014-09-21 2014-09-21 2014-09-23 2014-09-23 2014-10-01 2014-10-01 2014-10-05 2014-10-05 2014-10-07 2014-10-07 2014-10-10 2014-10-10 2014-10-13 2014-10-13 2014-10-14 2014-10-14 2014-10-15 2014-10-15 2014-10-19 2014-10-19 2014-10-30 2014-10-30 2014-11-01 2014-11-01 2014-11-10 2014-11-10 2014-11-15 2014-11-15 2014-12-01 2014-12-01 2014-12-10 2014-12-10 2015-01-14 2015-01-14 2015-01-26 2015-01-26 2015-03-01 2015-03-01 2015-05-23 2015-05-23 2015-06-22 2015-06-22 2015-07-03 2015-07-03 2015-07-15 2015-07-15 2015-07-20 2015-07-20 2015-08-15 2015-08-15 Date of sowing or planting 0 0 2014-01-02 2014-01-02 2014-01-07 2014-01-07 2014-01-09 2014-01-09 2014-01-10 2014-01-10 2014-01-15 2014-01-15 2014-01-18 2014-01-18 2014-01-19 2014-01-19 2014-01-20 2014-01-20 2014-01-21 2014-01-21 2014-01-25 2014-01-25 2014-01-28 2014-01-28 2014-01-30 2014-01-30 2014-01-31 2014-01-31 2014-02-03 2014-02-03 2014-02-06 2014-02-06 2014-02-15 2014-02-15 2014-02-20 2014-02-20 2014-03-15 2014-03-15 2014-03-16 2014-03-16 2014-03-17 2014-03-17 2014-04-01 2014-04-01 2014-04-10 2014-04-10 2014-04-13 2014-04-13 2014-04-15 2014-04-15 2014-04-16 2014-04-16 2014-04-18 2014-04-18 2014-04-27 2014-04-27 2014-05-01 2014-05-01 2014-05-15 2014-05-15 2014-06-22 2014-06-22 2014-07-15 2014-07-15 2014-07-16 2014-07-16 2014-09-01 2014-09-01 2014-09-10 2014-09-10 2014-09-15 2014-09-15 2014-09-16 2014-09-16 2014-09-20 2014-09-20 2014-09-21 2014-09-21 2014-09-22 2014-09-22 2014-09-23 2014-09-23 2014-10-01 2014-10-01 2014-10-05 2014-10-05 2014-10-07 2014-10-07 2014-10-10 2014-10-10 2014-10-14 2014-10-14 2014-10-18 2014-10-18 2014-10-23 2014-10-23 2014-10-30 2014-10-30 2014-10-31 2014-10-31 2014-11-01 2014-11-01 2014-11-03 2014-11-03 2014-11-09 2014-11-09 2014-11-15 2014-11-15 2014-11-17 2014-11-17 2014-11-19 2014-11-19 2014-11-20 2014-11-20 2014-11-23 2014-11-23 2014-11-25 2014-11-25 2014-12-01 2014-12-01 2014-12-02 2014-12-02 2014-12-03 2014-12-03 2014-12-05 2014-12-05 2014-12-07 2014-12-07 2014-12-08 2014-12-08 2014-12-10 2014-12-10 2014-12-11 2014-12-11 2014-12-14 2014-12-14 2014-12-16 2014-12-16 2014-12-29 2014-12-29 2015-01-01 2015-01-01 2015-01-03 2015-01-03 2015-01-04 2015-01-04 2015-01-05 2015-01-05 2015-01-10 2015-01-10 2015-01-12 2015-01-12 2015-01-26 2015-01-26 2015-01-31 2015-01-31 2015-02-09 2015-02-09 2015-02-10 2015-02-10 2015-02-23 2015-02-23 2015-03-20 2015-03-20 2015-03-23 2015-03-23 2015-04-01 2015-04-01 2015-04-27 2015-04-27 2015-05-01 2015-05-01 2015-06-01 2015-06-01 2015-06-10 2015-06-10 2015-06-15 2015-06-15 2015-06-29 2015-06-29 2015-07-01 2015-07-01 2015-07-06 2015-07-06 2015-07-10 2015-07-10 2015-07-20 2015-07-20 2015-07-22 2015-07-22 2015-08-03 2015-08-03 2015-08-04 2015-08-04 2015-08-10 2015-08-10 2015-08-15 2015-08-15 2015-09-15 2015-09-15 Date when harvest started 0 0 2014-06-01 2014-06-01 2014-06-05 2014-06-05 2014-06-15 2014-06-15 2014-06-30 2014-06-30 2014-07-01 2014-07-01 2014-07-04 2014-07-04 2014-07-10 2014-07-10 2014-07-20 2014-07-20 2014-07-25 2014-07-25 2014-07-26 2014-07-26 2014-07-28 2014-07-28 2014-07-31 2014-07-31 2014-08-01 2014-08-01 2014-08-05 2014-08-05 2014-08-10 2014-08-10 2014-09-10 2014-09-10 2014-10-01 2014-10-01 2014-10-07 2014-10-07 2014-10-10 2014-10-10 2014-10-11 2014-10-11 2014-10-13 2014-10-13 2014-10-15 2014-10-15 2014-10-23 2014-10-23 2014-10-27 2014-10-27 2014-11-01 2014-11-01 2014-11-25 2014-11-25 2014-12-15 2014-12-15 2014-12-17 2014-12-17 2015-01-01 2015-01-01 2015-01-15 2015-01-15 2015-02-01 2015-02-01 2015-02-02 2015-02-02 2015-02-10 2015-02-10 2015-02-15 2015-02-15 2015-03-01 2015-03-01 2015-03-10 2015-03-10 2015-03-15 2015-03-15 2015-03-20 2015-03-20 2015-03-21 2015-03-21 2015-03-24 2015-03-24 2015-03-25 2015-03-25 2015-04-01 2015-04-01 2015-04-15 2015-04-15 2015-04-20 2015-04-20 2015-04-29 2015-04-29 2015-04-30 2015-04-30 2015-05-01 2015-05-01 2015-05-04 2015-05-04 2015-05-05 2015-05-05 2015-05-07 2015-05-07 2015-05-08 2015-05-08 2015-05-09 2015-05-09 2015-05-10 2015-05-10 2015-05-15 2015-05-15 2015-05-18 2015-05-18 2015-05-20 2015-05-20 2015-05-22 2015-05-22 2015-05-28 2015-05-28 2015-05-30 2015-05-30 2015-06-01 2015-06-01 2015-06-02 2015-06-02 2015-06-05 2015-06-05 2015-06-06 2015-06-06 2015-06-10 2015-06-10 2015-06-12 2015-06-12 2015-06-15 2015-06-15 2015-06-19 2015-06-19 2015-06-25 2015-06-25 2015-06-29 2015-06-29 2015-06-30 2015-06-30 2015-07-01 2015-07-01 2015-07-05 2015-07-05 2015-07-06 2015-07-06 2015-07-13 2015-07-13 2015-07-15 2015-07-15 2015-07-17 2015-07-17 2015-08-01 2015-08-01 2015-08-03 2015-08-03 2015-08-04 2015-08-04 2015-09-13 2015-09-13 2015-10-01 2015-10-01 2015-10-19 2015-10-19 2015-10-20 2015-10-20 2015-10-26 2015-10-26 2015-11-01 2015-11-01 2015-11-02 2015-11-02 2015-11-10 2015-11-10 2015-11-11 2015-11-11 2015-11-16 2015-11-16 2015-11-23 2015-11-23 2015-11-27 2015-11-27 2016-01-04 2016-01-04 2016-01-15 2016-01-15 Date when harvest ended 0 0 2014-06-15 2014-06-15 2014-06-26 2014-06-26 2014-06-29 2014-06-29 2014-06-30 2014-06-30 2014-07-01 2014-07-01 2014-07-08 2014-07-08 2014-07-12 2014-07-12 2014-07-15 2014-07-15 2014-07-21 2014-07-21 2014-07-31 2014-07-31 2014-08-01 2014-08-01 2014-08-05 2014-08-05 2014-08-08 2014-08-08 2014-08-10 2014-08-10 2014-08-15 2014-08-15 2014-08-24 2014-08-24 2014-08-30 2014-08-30 2014-09-08 2014-09-08 2014-09-20 2014-09-20 2014-10-27 2014-10-27 2014-11-04 2014-11-04 2014-11-06 2014-11-06 2014-11-07 2014-11-07 2014-11-15 2014-11-15 2014-11-20 2014-11-20 2014-11-28 2014-11-28 2014-11-30 2014-11-30 2014-12-15 2014-12-15 2014-12-16 2014-12-16 2014-12-17 2014-12-17 2014-12-24 2014-12-24 2014-12-30 2014-12-30 2015-01-18 2015-01-18 2015-02-01 2015-02-01 2015-02-02 2015-02-02 2015-02-10 2015-02-10 2015-03-15 2015-03-15 2015-03-31 2015-03-31 2015-04-01 2015-04-01 2015-04-10 2015-04-10 2015-04-30 2015-04-30 2015-05-01 2015-05-01 2015-05-04 2015-05-04 2015-05-05 2015-05-05 2015-05-06 2015-05-06 2015-05-07 2015-05-07 2015-05-08 2015-05-08 2015-05-09 2015-05-09 2015-05-16 2015-05-16 2015-05-18 2015-05-18 2015-05-20 2015-05-20 2015-05-21 2015-05-21 2015-05-24 2015-05-24 2015-05-30 2015-05-30 2015-06-01 2015-06-01 2015-06-02 2015-06-02 2015-06-05 2015-06-05 2015-06-06 2015-06-06 2015-06-09 2015-06-09 2015-06-10 2015-06-10 2015-06-12 2015-06-12 2015-06-14 2015-06-14 2015-06-15 2015-06-15 2015-06-19 2015-06-19 2015-06-20 2015-06-20 2015-06-22 2015-06-22 2015-06-24 2015-06-24 2015-06-27 2015-06-27 2015-06-30 2015-06-30 2015-07-01 2015-07-01 2015-07-02 2015-07-02 2015-07-05 2015-07-05 2015-07-09 2015-07-09 2015-07-10 2015-07-10 2015-07-15 2015-07-15 2015-07-20 2015-07-20 2015-07-23 2015-07-23 2015-07-25 2015-07-25 2015-07-30 2015-07-30 2015-08-01 2015-08-01 2015-08-10 2015-08-10 2015-08-18 2015-08-18 2015-08-30 2015-08-30 2015-08-31 2015-08-31 2015-09-15 2015-09-15 2015-09-30 2015-09-30 2015-10-23 2015-10-23 2015-11-01 2015-11-01 2015-11-06 2015-11-06 2015-11-09 2015-11-09 2015-11-10 2015-11-10 2015-11-11 2015-11-11 2015-11-12 2015-11-12 2015-11-16 2015-11-16 2015-11-20 2015-11-20 2015-11-27 2015-11-27 2015-12-03 2015-12-03 2015-12-10 2015-12-10 2015-12-15 2015-12-15 2015-12-16 2015-12-16 2015-12-19 2015-12-19 2015-12-20 2015-12-20 2015-12-21 2015-12-21 2015-12-28 2015-12-28 2016-01-25 2016-01-25 2016-03-01 2016-03-01 Syngenta definition of territory (sub-region) 0 0 africa middle-east africa middle-east Country 0 0 South Africa South Africa Unique cluster ID 0 0 southafricamaize1 southafricamaize1 southafricamaize2 southafricamaize2 southafricamaize3 southafricamaize3 southafricamaize4 southafricamaize4 southafricapotato1 southafricapotato1 southafricapotato2 southafricapotato2 Unique respondent ID 0 0 36110200 36110200 36111100 36111100 36111300 36111300 36111400 36111400 36111600 36111600 36111700 36111700 36111800 36111800 36111900 36111900 36112000 36112000 36117700 36117700 36120100 36120100 36121200 36121200 36126300 36126300 36211200 36211200 36211300 36211300 36211400 36211400 36211500 36211500 36211600 36211600 36211700 36211700 36211800 36211800 36211900 36211900 36212000 36212000 36212100 36212100 36212200 36212200 36212300 36212300 36212400 36212400 36212500 36212500 36212600 36212600 36212700 36212700 36212800 36212800 36212900 36212900 36213000 36213000 36213100 36213100 36215100 36215100 36215200 36215200 36215300 36215300 36215400 36215400 36215500 36215500 36215600 36215600 36215700 36215700 36215800 36215800 36215900 36215900 36216000 36216000 36216100 36216100 36216200 36216200 36216300 36216300 36216400 36216400 36216500 36216500 36216600 36216600 36216700 36216700 36216800 36216800 36216900 36216900 36217000 36217000 36217100 36217100 36217200 36217200 36217300 36217300 36217500 36217500 36217600 36217600 36217800 36217800 36220300 36220300 36220400 36220400 36220600 36220600 36220700 36220700 36220800 36220800 36220900 36220900 36221000 36221000 36221100 36221100 36221200 36221200 36221300 36221300 36221400 36221400 36221500 36221500 36221600 36221600 36221700 36221700 36221800 36221800 36221900 36221900 36222000 36222000 36222100 36222100 36222200 36222200 36222300 36222300 36224300 36224300 36224400 36224400 36224500 36224500 36224600 36224600 36224700 36224700 36224800 36224800 36224900 36224900 36225000 36225000 36225100 36225100 36225200 36225200 36225300 36225300 36225400 36225400 36225500 36225500 36225600 36225600 36225700 36225700 36226000 36226000 36226100 36226100 36226200 36226200 To which field/plot does the information relate to? 0 0 a a b b Farmtype 0 0 bf bf rf rf Q1. F. Would it be okay for you for Syngenta to contact you with follow-up information on The Good Growth Plan? 0 0 1 yes 2 no Crop of focus 0 0 corn corn potato potato Q19. Surname 0 0 confidential confidential Q20. First name 0 0 confidential confidential Q21. Phone number 0 0 confidential confidential Q22. E-mail address 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 2 Part-time grower Q33. Did you receive an agronomical/agricultural education? 0 0 1 no 2 yes Q34. Are you a member of a producer group, association or cooperative for <CROP>? 0 0 1 no 2 yes Q35. C. Overall, how satisfied would you say you are with your life these days? 0 0 02 02 03 03 04 04 05 05 07 07 08 08 09 09 10 very satisfied 10 very satisfied Q37.A. Do you have signs of soil erosion by water on 0 0 1 no 2 yes Q37.B. Do you have signs of soil erosion by wind on your farm? 0 0 1 yes 2 no Q65. Do you practice intercropping for <TARGET CROP> ? 0 0 1 yes 2 no Q66. Which crops do you intercrop? Apples 0 0 1 not mentioned 2 mentioned Q66. Which crops do you intercrop? Corn 0 0 1 mentioned 2 not mentioned Q66. Which crops do you intercrop? Oilseed rape 0 0 1 not mentioned 2 mentioned Q66. Which crops do you intercrop? Potato 0 0 1 not mentioned 2 mentioned Q66. Which crops do you intercrop? Soybean 0 0 1 not mentioned 2 mentioned Q66. Which crops do you intercrop? Sunflower 0 0 1 not mentioned 2 mentioned Q66. Which crops do you intercrop? Tomato 0 0 1 not mentioned 2 mentioned Q66. Which crops do you intercrop? Wheat 0 0 1 mentioned 2 not mentioned Q60. Do you rotate crops on growing area A for <TARGET CROP>? 0 0 1 yes 2 no Q61. What crops are you cultivating in rotation? Corn 0 0 1 mentioned 2 not mentioned Q61. What crops are you cultivating in rotation? Grape 0 0 1 not mentioned 2 mentioned Q61. What crops are you cultivating in rotation? Oilseed rape 0 0 1 not mentioned 2 mentioned Q61. What crops are you cultivating in rotation? Pepper 0 0 1 not mentioned 2 mentioned Q61. What crops are you cultivating in rotation? Potato 0 0 1 not mentioned 2 mentioned Q61. What crops are you cultivating in rotation? Rice 0 0 1 not mentioned 2 mentioned Q61. What crops are you cultivating in rotation? Soybean 0 0 1 not mentioned 2 mentioned Q61. What crops are you cultivating in rotation? Sunflower 0 0 1 not mentioned 2 mentioned Q61. What crops are you cultivating in rotation? Tomato 0 0 1 mentioned 2 not mentioned Q61. What crops are you cultivating in rotation? Wheat 0 0 1 mentioned 2 not mentioned 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 loamy sand soil 5 sandy loam soil 6 silty clay loam soil 7 sandy clay loam soil 8 loam soil 9 sand soil 10 other. specify: Q55E1.Partook in training/meeting on crop/agricultural practices in the past 2 years? 0 0 1 no 2 yes 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 2 Not 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? Other specify 1: 0 0 1 Mentioned Q54. Other 1:: Q54. Where do you deposit the rest water after spraying? 0 0 Jojo tanks Jojo tanks No rest water No rest water Spray around Spray around in the tanker in the tanker Q54. Other 2:: Q54. Where do you deposit the rest water after spraying? 0 0 Small dams next to windmills Small dams next to windmills 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? Citerne 0 0 1 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? On a paved surface (drain / dike) 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 2013-10-10 2013-10-10 2013-10-15 2013-10-15 2013-11-15 2013-11-15 2013-11-28 2013-11-28 2013-12-01 2013-12-01 2013-12-05 2013-12-05 2014-01-01 2014-01-01 2014-01-02 2014-01-02 2014-01-03 2014-01-03 2014-01-05 2014-01-05 2014-01-06 2014-01-06 2014-01-07 2014-01-07 2014-01-10 2014-01-10 2014-01-15 2014-01-15 2014-02-01 2014-02-01 2014-02-15 2014-02-15 2014-02-16 2014-02-16 2014-03-05 2014-03-05 2014-03-12 2014-03-12 2014-03-31 2014-03-31 2014-04-05 2014-04-05 2014-04-07 2014-04-07 2014-06-16 2014-06-16 Q123. B. Which type of potatoes do you cultivate on growing area A for potato? 0 0 1 potatoes for fresh use 2 potatoes for process use Q123. B. Other Which type of potatoes do you cultivate on growing area A for potato? 0 0 Seed potato Seed potato Q74. When was the crop sown / planted for growing area A for <TARGET CROP>? 0 0 2014-01-02 2014-01-02 2014-01-07 2014-01-07 2014-01-09 2014-01-09 2014-01-10 2014-01-10 2014-01-15 2014-01-15 2014-01-18 2014-01-18 2014-01-19 2014-01-19 2014-01-20 2014-01-20 2014-01-21 2014-01-21 2014-01-25 2014-01-25 2014-01-28 2014-01-28 2014-01-30 2014-01-30 2014-01-31 2014-01-31 2014-02-03 2014-02-03 2014-02-06 2014-02-06 2014-02-15 2014-02-15 2014-02-20 2014-02-20 2014-03-15 2014-03-15 2014-03-16 2014-03-16 2014-03-17 2014-03-17 2014-04-01 2014-04-01 2014-04-10 2014-04-10 2014-04-13 2014-04-13 2014-04-15 2014-04-15 2014-04-16 2014-04-16 2014-04-18 2014-04-18 2014-04-27 2014-04-27 2014-05-01 2014-05-01 2014-05-15 2014-05-15 2014-06-22 2014-06-22 2014-07-15 2014-07-15 2014-07-16 2014-07-16 Q231B. Are your seeds coated with crop protection products? 0 0 1 no 2 yes 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 2 yes Q226. Do you apply chemical fertilizers for <TARGET CROP>? 0 0 1 yes 2 no Q229B1.Total number of applications you perform with chemical fertilizers on growing area for <TARGET CROP>? 0 0 Q229B2.Total number of applications you perform with organic fertilizers on growing area for <TARGET CROP>? 0 0 Q240D. Note down the total number of treatments you perform with crop protection products 0 0 Q243. When was the harvest period for <TARGET CROP>? 0 0 2014-06-01 2014-06-01 2014-06-05 2014-06-05 2014-06-15 2014-06-15 2014-06-30 2014-06-30 2014-07-01 2014-07-01 2014-07-04 2014-07-04 2014-07-10 2014-07-10 2014-07-20 2014-07-20 2014-07-25 2014-07-25 2014-07-26 2014-07-26 2014-07-28 2014-07-28 2014-07-31 2014-07-31 2014-08-01 2014-08-01 2014-08-05 2014-08-05 2014-08-10 2014-08-10 2014-09-10 2014-09-10 2014-10-01 2014-10-01 2014-10-07 2014-10-07 2014-10-10 2014-10-10 2014-10-11 2014-10-11 2014-10-13 2014-10-13 2014-10-15 2014-10-15 2014-10-23 2014-10-23 2014-10-27 2014-10-27 2014-11-01 2014-11-01 2014-11-25 2014-11-25 2014-12-17 2014-12-17 2015-01-15 2015-01-15 Q243. When was the harvest period for <TARGET CROP>? 0 0 2014-06-15 2014-06-15 2014-06-26 2014-06-26 2014-06-29 2014-06-29 2014-06-30 2014-06-30 2014-07-01 2014-07-01 2014-07-08 2014-07-08 2014-07-12 2014-07-12 2014-07-15 2014-07-15 2014-07-21 2014-07-21 2014-07-31 2014-07-31 2014-08-01 2014-08-01 2014-08-05 2014-08-05 2014-08-08 2014-08-08 2014-08-10 2014-08-10 2014-08-15 2014-08-15 2014-08-24 2014-08-24 2014-08-30 2014-08-30 2014-09-08 2014-09-08 2014-09-20 2014-09-20 2014-10-27 2014-10-27 2014-11-04 2014-11-04 2014-11-06 2014-11-06 2014-11-07 2014-11-07 2014-11-15 2014-11-15 2014-11-20 2014-11-20 2014-11-28 2014-11-28 2014-11-30 2014-11-30 2014-12-15 2014-12-15 2014-12-16 2014-12-16 2014-12-17 2014-12-17 2014-12-30 2014-12-30 2015-01-18 2015-01-18 2015-02-10 2015-02-10 Q274. Yield that has been achieved for growing area A for corn in <TON> per <HECTARES>? Grain yield 0 0 Q299. What is the tuber yield that has been achieved for potato in <TON>/<HECTARES>? 0 0 Q360. When was the harvest period for <TARGET CROP>? 0 0 2014-06-01 2014-06-01 2014-06-05 2014-06-05 2014-06-15 2014-06-15 2014-06-30 2014-06-30 2014-07-01 2014-07-01 2014-07-04 2014-07-04 2014-07-10 2014-07-10 2014-07-20 2014-07-20 2014-07-25 2014-07-25 2014-07-26 2014-07-26 2014-07-28 2014-07-28 2014-07-31 2014-07-31 2014-08-01 2014-08-01 2014-08-05 2014-08-05 2014-08-10 2014-08-10 2014-09-10 2014-09-10 2014-10-01 2014-10-01 2014-10-07 2014-10-07 2014-10-10 2014-10-10 2014-10-11 2014-10-11 2014-10-13 2014-10-13 2014-10-15 2014-10-15 2014-10-23 2014-10-23 2014-10-27 2014-10-27 2014-11-01 2014-11-01 2014-11-25 2014-11-25 2014-12-17 2014-12-17 2015-01-15 2015-01-15 Q360. When was the harvest period for <TARGET CROP>? 0 0 2014-06-15 2014-06-15 2014-06-26 2014-06-26 2014-06-29 2014-06-29 2014-06-30 2014-06-30 2014-07-01 2014-07-01 2014-07-08 2014-07-08 2014-07-12 2014-07-12 2014-07-15 2014-07-15 2014-07-21 2014-07-21 2014-07-31 2014-07-31 2014-08-01 2014-08-01 2014-08-05 2014-08-05 2014-08-08 2014-08-08 2014-08-10 2014-08-10 2014-08-15 2014-08-15 2014-08-24 2014-08-24 2014-08-30 2014-08-30 2014-09-08 2014-09-08 2014-09-20 2014-09-20 2014-10-27 2014-10-27 2014-11-04 2014-11-04 2014-11-06 2014-11-06 2014-11-07 2014-11-07 2014-11-15 2014-11-15 2014-11-20 2014-11-20 2014-11-28 2014-11-28 2014-11-30 2014-11-30 2014-12-15 2014-12-15 2014-12-16 2014-12-16 2014-12-17 2014-12-17 2014-12-30 2014-12-30 2015-01-18 2015-01-18 2015-02-10 2015-02-10 Q319. When was the harvest period for sugarcane? 0 0 2014-06-01 2014-06-01 2014-06-05 2014-06-05 2014-06-15 2014-06-15 2014-06-30 2014-06-30 2014-07-01 2014-07-01 2014-07-04 2014-07-04 2014-07-10 2014-07-10 2014-07-20 2014-07-20 2014-07-25 2014-07-25 2014-07-26 2014-07-26 2014-07-28 2014-07-28 2014-07-31 2014-07-31 2014-08-01 2014-08-01 2014-08-05 2014-08-05 2014-08-10 2014-08-10 2014-09-10 2014-09-10 2014-10-01 2014-10-01 2014-10-07 2014-10-07 2014-10-10 2014-10-10 2014-10-11 2014-10-11 2014-10-13 2014-10-13 2014-10-15 2014-10-15 2014-10-23 2014-10-23 2014-10-27 2014-10-27 2014-11-01 2014-11-01 2014-11-25 2014-11-25 2014-12-17 2014-12-17 2015-01-15 2015-01-15 Q319. When was the harvest period for sugarcane? 0 0 2014-06-15 2014-06-15 2014-06-26 2014-06-26 2014-06-29 2014-06-29 2014-06-30 2014-06-30 2014-07-01 2014-07-01 2014-07-08 2014-07-08 2014-07-12 2014-07-12 2014-07-15 2014-07-15 2014-07-21 2014-07-21 2014-07-31 2014-07-31 2014-08-01 2014-08-01 2014-08-05 2014-08-05 2014-08-08 2014-08-08 2014-08-10 2014-08-10 2014-08-15 2014-08-15 2014-08-24 2014-08-24 2014-08-30 2014-08-30 2014-09-08 2014-09-08 2014-09-20 2014-09-20 2014-10-27 2014-10-27 2014-11-04 2014-11-04 2014-11-06 2014-11-06 2014-11-07 2014-11-07 2014-11-15 2014-11-15 2014-11-20 2014-11-20 2014-11-28 2014-11-28 2014-11-30 2014-11-30 2014-12-15 2014-12-15 2014-12-16 2014-12-16 2014-12-17 2014-12-17 2014-12-30 2014-12-30 2015-01-18 2015-01-18 2015-02-10 2015-02-10 Q339. When was the harvest period for banana? 0 0 2014-06-01 2014-06-01 2014-06-05 2014-06-05 2014-06-15 2014-06-15 2014-06-30 2014-06-30 2014-07-01 2014-07-01 2014-07-04 2014-07-04 2014-07-10 2014-07-10 2014-07-20 2014-07-20 2014-07-25 2014-07-25 2014-07-26 2014-07-26 2014-07-28 2014-07-28 2014-07-31 2014-07-31 2014-08-01 2014-08-01 2014-08-05 2014-08-05 2014-08-10 2014-08-10 2014-09-10 2014-09-10 2014-10-01 2014-10-01 2014-10-07 2014-10-07 2014-10-10 2014-10-10 2014-10-11 2014-10-11 2014-10-13 2014-10-13 2014-10-15 2014-10-15 2014-10-23 2014-10-23 2014-10-27 2014-10-27 2014-11-01 2014-11-01 2014-11-25 2014-11-25 2014-12-17 2014-12-17 2015-01-15 2015-01-15 Q339. When was the harvest period for banana? 0 0 2014-06-15 2014-06-15 2014-06-26 2014-06-26 2014-06-29 2014-06-29 2014-06-30 2014-06-30 2014-07-01 2014-07-01 2014-07-08 2014-07-08 2014-07-12 2014-07-12 2014-07-15 2014-07-15 2014-07-21 2014-07-21 2014-07-31 2014-07-31 2014-08-01 2014-08-01 2014-08-05 2014-08-05 2014-08-08 2014-08-08 2014-08-10 2014-08-10 2014-08-15 2014-08-15 2014-08-24 2014-08-24 2014-08-30 2014-08-30 2014-09-08 2014-09-08 2014-09-20 2014-09-20 2014-10-27 2014-10-27 2014-11-04 2014-11-04 2014-11-06 2014-11-06 2014-11-07 2014-11-07 2014-11-15 2014-11-15 2014-11-20 2014-11-20 2014-11-28 2014-11-28 2014-11-30 2014-11-30 2014-12-15 2014-12-15 2014-12-16 2014-12-16 2014-12-17 2014-12-17 2014-12-30 2014-12-30 2015-01-18 2015-01-18 2015-02-10 2015-02-10 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 Q381. Percentage of OTHER 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 rain-fed (no equipment, only natural rainfall) 2 irrigated using irrigation equipment (e.g. rain, 3 other. specify 1: 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 Q399.C. How satisfied are you with the crop program and/or recommendations for <TARGET CROP>? 0 0 1 rather satisfied 2 very satisfied Data collection wave 0 0 Q215. When did the first field preparation start for cauliflower? 0 0 2004-01-02 2004-01-02 2013-10-10 2013-10-10 2013-10-15 2013-10-15 2013-11-15 2013-11-15 2013-11-28 2013-11-28 2013-12-01 2013-12-01 2013-12-05 2013-12-05 2014-01-01 2014-01-01 2014-01-02 2014-01-02 2014-01-03 2014-01-03 2014-01-05 2014-01-05 2014-01-06 2014-01-06 2014-01-07 2014-01-07 2014-01-10 2014-01-10 2014-01-15 2014-01-15 2014-02-01 2014-02-01 2014-02-15 2014-02-15 2014-02-16 2014-02-16 2014-03-05 2014-03-05 2014-03-12 2014-03-12 2014-03-31 2014-03-31 2014-04-05 2014-04-05 2014-04-07 2014-04-07 2014-06-16 2014-06-16 Q218. When have the young plants been planted for cauliflower? 0 0 2014-01-02 2014-01-02 2014-01-07 2014-01-07 2014-01-09 2014-01-09 2014-01-10 2014-01-10 2014-01-15 2014-01-15 2014-01-18 2014-01-18 2014-01-19 2014-01-19 2014-01-20 2014-01-20 2014-01-21 2014-01-21 2014-01-25 2014-01-25 2014-01-28 2014-01-28 2014-01-30 2014-01-30 2014-01-31 2014-01-31 2014-02-03 2014-02-03 2014-02-06 2014-02-06 2014-02-15 2014-02-15 2014-02-20 2014-02-20 2014-03-15 2014-03-15 2014-03-16 2014-03-16 2014-03-17 2014-03-17 2014-04-01 2014-04-01 2014-04-10 2014-04-10 2014-04-13 2014-04-13 2014-04-15 2014-04-15 2014-04-16 2014-04-16 2014-04-18 2014-04-18 2014-04-27 2014-04-27 2014-05-01 2014-05-01 2014-05-15 2014-05-15 2014-06-22 2014-06-22 2014-07-15 2014-07-15 2014-07-16 2014-07-16 Q399. Please explain why you follow or do not follow the crop program and/or recommendations. 0 0 Beacause it is working. Put something with the program if something doesn't look rigth Beacause it is working. Put something with the program if something doesn't look rigth Beacuase of the high cost of poison Beacuase of the high cost of poison Because it is working and the price is good Because it is working and the price is good Because of the high price of poisen Because of the high price of poisen Because of their knowledge they are able to turn problems into achievement Because of their knowledge they are able to turn problems into achievement Best results for better growing Best results for better growing Better results when harvesting Better results when harvesting Better results when potatoes are growing Better results when potatoes are growing Better results with growing of plants Better results with growing of plants Better yield Better yield Check the condition Check the condition Depends on rain fall Depends on rain fall Depends on the weed pressure. Depends on the weed pressure. Didn't receive anything in this year going to follow it knowwhen we have planted Didn't receive anything in this year going to follow it knowwhen we have planted Doesn't spray if it is not necessary Doesn't spray if it is not necessary Don't know Don't know Follow the program and spray where necassary Follow the program and spray where necassary Gain more knowledge and get good resulta from planting Gain more knowledge and get good resulta from planting Good preventing program Good preventing program Good quality planting material Good quality planting material Good yield and quality of product Good yield and quality of product Great value to produce a good yield Great value to produce a good yield Helpful for a better quality of potato Helpful for a better quality of potato I am adjusting if I see it is necessary I am adjusting if I see it is necessary I am getting good results I am getting good results I am satisfied with the spray program I am satisfied with the spray program I am still learning about growing potatoes I am still learning about growing potatoes I am using my own knowledge, it is working for me I am using my own knowledge, it is working for me If you don't follow it you will have losses If you don't follow it you will have losses If you don't follow the program then you will have losses If you don't follow the program then you will have losses If you don't use the spray program what is the use for it then If you don't use the spray program what is the use for it then It depends on the results of the soil tests, and the rain fall It depends on the results of the soil tests, and the rain fall It depends on the results of the soil tests. It depends on the results of the soil tests. It helps to have a good quality of plant. You do things by order It helps to have a good quality of plant. You do things by order It is a very good program It is a very good program It is a winner It is a winner It is better to follow the protocol because it is giving me knowledge of planting step by step It is better to follow the protocol because it is giving me knowledge of planting step by step It is cheaper and working good It is cheaper and working good It is the program that I bought It is the program that I bought It is the program that I have bought It is the program that I have bought It is the right way to wet It is the right way to wet It is too expensive to do everything according to the program It is too expensive to do everything according to the program It is working 100% It is working 100% It is working good It is working good It is working very good It is working very good It is working veryu good It is working veryu good 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 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 It's easy to follow protocol because of the irrigation It's easy to follow protocol because of the irrigation Most economic program it is also safe for following crops Most economic program it is also safe for following crops My program is working and is cheaper than the good growth plan My program is working and is cheaper than the good growth plan NA NA Otherwise it won't be effective Otherwise it won't be effective Pro active management Pro active management Proven Progam Proven Progam Quality declared planting material Quality declared planting material Quality. Good planting material. Equipment up to standard Quality. Good planting material. Equipment up to standard So I can get good and healthy maize So I can get good and healthy maize So I can get proper looking good plants So I can get proper looking good plants So can use the co-cultivation of healthy and transgenic maize plants for my crop So can use the co-cultivation of healthy and transgenic maize plants for my crop The area is dry, depends on rain and this might influence the application of chemicals on area The area is dry, depends on rain and this might influence the application of chemicals on area These people have the know how of crop development These people have the know how of crop development They advise me and I get a good quality crop They advise me and I get a good quality crop They are experts of crop growing and have lots of experience in crop development They are experts of crop growing and have lots of experience in crop development They are fruitful and build experience for farming They are fruitful and build experience for farming They have the knowledge to grow and develop crops They have the knowledge to grow and develop crops To avoid cross contamination through quality declared planting material To avoid cross contamination through quality declared planting material To extremely have general knowledge and skills To extremely have general knowledge and skills To gain the skills, knowledge on what to do when extremely hot or cold To gain the skills, knowledge on what to do when extremely hot or cold To get good results on my maize. How to assess soil structure and organic conditions. Protect soil from erosion To get good results on my maize. How to assess soil structure and organic conditions. Protect soil from erosion To get profit and quality plants To get profit and quality plants To have nice plants for harvesting To have nice plants for harvesting To prevent early rust To prevent early rust To protect the maize from different pests. Get the knowledge and gain skills that I need To protect the maize from different pests. Get the knowledge and gain skills that I need To receive good planting results To receive good planting results Very good program Very good program We follow the guideline manuals for better results We follow the guideline manuals for better results We have to be 100% on point all the time and many samples can be carried out within limited spce and time We have to be 100% on point all the time and many samples can be carried out within limited spce and time With maize we can carry 100 sample in 30 minutes consistency. Growing healthy plants and following the protocol precisely is key With maize we can carry 100 sample in 30 minutes consistency. Growing healthy plants and following the protocol precisely is key Working good Working good You must check what is going on on the fields and squarting accordingly to what you see You must check what is going on on the fields and squarting accordingly to what you see beacause it is working beacause it is working because it is worked out and tested by specialist because it is worked out and tested by specialist because it is worked out and tested by specialists because it is worked out and tested by specialists because it is working because it is working check the condition check the condition climate climate depends on rain fall depends on rain fall follow the program to get better quality follow the program to get better quality follow to my best for optimum follow to my best for optimum get control get control it deliver good results it deliver good results it is a very good program it is a very good program it is a winner it is a winner it is effective it is effective it is recommended like that it is recommended like that it is the right way to wet it is the right way to wet it is working good it is working good pro active management pro active management relies on the many years of experience I have relies on the many years of experience I have rely on the advisor's knowledge rely on the advisor's knowledge to act preventatively to act preventatively to get total crop protection to get total crop protection to manage disease pressure and keep it low for product use and crises control and better harvest to manage disease pressure and keep it low for product use and crises control and better harvest to manage disease pressure and keep it low to avoid product use for crises controls and better harvest to manage disease pressure and keep it low to avoid product use for crises controls and better harvest to prevent early rust to prevent early rust very good program very good program we are using our own program because it is more relevant we are using our own program because it is more relevant we are using our own program it is more relevant we are using our own program it is more relevant you must check what is going on on the fields and accordingly to that you must squart you must check what is going on on the fields and accordingly to that you must squart Q397. Received a recommended growing protocol or crop program from an agricultural advisor? 0 0 1 yes 2 no Q397C. Did you receive a protocol/crop program from Syngenta? 0 0 1 yes 2 no Q397.D. From which manufacturer have you received a protocol/crop program? OTHER 0 0 confidential confidential Q35.A. What group/association/cooperative are a member of? 1ST 0 0 ASA ASA Afgri Afgri Agri SA Agri SA BKB BKB Boere vereeniging : waai kraal Boere vereeniging : waai kraal Central West Central West Cooperative Cooperative Farmers Union Farmers Union Farmers union Farmers union GSA (Grain SA) GSA (Grain SA) Georganiseerde Landbou Georganiseerde Landbou Graan SA Graan SA Grain SA Grain SA KZN Farmers union KZN Farmers union Landbou Unie Landbou Unie Mccain Mccain NTK NTK NTK (VBK) NTK (VBK) NWK NWK Nafcoc Sanafu Nafcoc Sanafu National African Farming National African Farming OVK OVK Obaro MGK Obaro MGK Operative Operative Potato SA Potato SA Potato South Africa Potato South Africa Rural Development Rural Development Senwes Senwes Senwes South West Senwes South West Senwes, Graan SA Senwes, Graan SA South West South West South west South west Suid Wes Suid Wes Suidwes Landbou Kooperasie Suidwes Landbou Kooperasie TBK TBK TLU TLU VKB VKB VKD VKD Q35.A. What group/association/cooperative are a member of? 2ND 0 0 ASA ASA Afriforum Afriforum Agri - Noordwes Agri - Noordwes Agriforum Agriforum BKB BKB Bergville Boerevereniging Bergville Boerevereniging Cooperative Cooperative Famers union TLU Famers union TLU Farmer union Farmer union Farmers union Farmers union Free State Agriculture Free State Agriculture Frymax Frymax GWK GWK Graan SA Graan SA Grain SA Grain SA Losdoring studiegroep Losdoring studiegroep N.A.F.U chairperson Limpopo Province N.A.F.U chairperson Limpopo Province NTK NTK OVK OVK Potato SA Potato SA Senwes Senwes South West South West Suidwes Kooperasie Suidwes Kooperasie TLU TLU Unicrow/Afgri Unicrow/Afgri VKB VKB cooperative cooperative Q35.A. What group/association/cooperative are a member of? 3RD 0 0 ASA ASA Afgri Afgri Afgri (Hinterland) Afgri (Hinterland) Agi SA; Kwanalu Agi SA; Kwanalu Agri SA Agri SA Agricultural Development Agricultural Development BKB BKB GWK GWK McCain McCain South West South West TLU TLU TWK TWK Westgrow Westgrow sand spruit studie groep sand spruit studie groep Q58. In general, what is the topography of your growing area? 0 0 1 flat 2 gentle slope 3 steep slope 4 hilly 5 other. specify: 6 valley Q58. In general, what is the topography of your growing area? OTHER 0 0 Flat, Gentle slope Flat, Gentle slope Flat, gentle slope, valley Flat, gentle slope, valley Bought seeds 0 0 1 mentioned Saved seeds 0 0 1 mentioned Q302. What is the percentage of decay for potato? 0 0 Q303. What is the percentage of shrink loss for potato? 0 0 Q4001. % of crop lost in-between harvest and storage or selling <TARG1>? 0 0 Q147. When have the young plants been planted ? 0 0 2014-01-02 2014-01-02 2014-01-07 2014-01-07 2014-01-09 2014-01-09 2014-01-10 2014-01-10 2014-01-15 2014-01-15 2014-01-18 2014-01-18 2014-01-19 2014-01-19 2014-01-20 2014-01-20 2014-01-21 2014-01-21 2014-01-25 2014-01-25 2014-01-28 2014-01-28 2014-01-30 2014-01-30 2014-01-31 2014-01-31 2014-02-03 2014-02-03 2014-02-06 2014-02-06 2014-02-15 2014-02-15 2014-02-20 2014-02-20 2014-03-15 2014-03-15 2014-03-16 2014-03-16 2014-03-17 2014-03-17 2014-04-01 2014-04-01 2014-04-10 2014-04-10 2014-04-13 2014-04-13 2014-04-15 2014-04-15 2014-04-16 2014-04-16 2014-04-18 2014-04-18 2014-04-27 2014-04-27 2014-05-01 2014-05-01 2014-05-15 2014-05-15 2014-06-22 2014-06-22 2014-07-15 2014-07-15 2014-07-16 2014-07-16 Q301. What is the starch content per potato? (%) 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 SouthafricaMaize1 SouthafricaMaize1 SouthafricaMaize2 SouthafricaMaize2 SouthafricaMaize3 SouthafricaMaize3 SouthafricaPotato1 SouthafricaPotato1 SouthafricaPotato2 SouthafricaPotato2 Country 0 0 South Africa South Africa FARMTYPE 0 0 BF BF RF RF Unique respondent ID 0 0 36110200 36110200 36111100 36111100 36111300 36111300 36111400 36111400 36111600 36111600 36111700 36111700 36111800 36111800 36111900 36111900 36112000 36112000 36120100 36120100 36121200 36121200 36126300 36126300 36211200 36211200 36211300 36211300 36211400 36211400 36211500 36211500 36211600 36211600 36211700 36211700 36211800 36211800 36211900 36211900 36212000 36212000 36212100 36212100 36212200 36212200 36212300 36212300 36212400 36212400 36212500 36212500 36212600 36212600 36212700 36212700 36212800 36212800 36212900 36212900 36213000 36213000 36213100 36213100 36215200 36215200 36215300 36215300 36215400 36215400 36215500 36215500 36215600 36215600 36215700 36215700 36215800 36215800 36215900 36215900 36216000 36216000 36216100 36216100 36216200 36216200 36216300 36216300 36216400 36216400 36216500 36216500 36216600 36216600 36216700 36216700 36216800 36216800 36216900 36216900 36217000 36217000 36217100 36217100 36217200 36217200 36217500 36217500 36217600 36217600 36217800 36217800 36220300 36220300 36220400 36220400 36220600 36220600 36220700 36220700 36220800 36220800 36220900 36220900 36221000 36221000 36221100 36221100 36221200 36221200 36221300 36221300 36221400 36221400 36221500 36221500 36221600 36221600 36221700 36221700 36221800 36221800 36221900 36221900 36222000 36222000 36222100 36222100 36222200 36222200 36222300 36222300 36224300 36224300 36224400 36224400 36224500 36224500 36224600 36224600 36224700 36224700 36225200 36225200 36225300 36225300 36225600 36225600 36225700 36225700 36226000 36226000 36226100 36226100 Unique code of a product within application 0 0 1 1 10 10 11 11 12 12 13 13 14 14 16 16 17 17 18 18 19 19 2 2 20 20 21 21 22 22 23 23 24 24 25 25 3 3 4 4 5 5 6 6 7 7 8 8 9 9 The crop of focus 0 0 Corn Corn Potato Potato Unique code of an application per field per grower 0 0 1 1 10 10 11 11 12 12 13 13 14 14 15 15 2 2 3 3 4 4 5 5 6 6 7 7 8 8 9 9 Q241 a. Timing of product application 0 0 2014-01-02 2014-01-02 2014-01-03 2014-01-03 2014-01-04 2014-01-04 2014-01-07 2014-01-07 2014-01-09 2014-01-09 2014-01-10 2014-01-10 2014-01-13 2014-01-13 2014-01-15 2014-01-15 2014-01-20 2014-01-20 2014-01-25 2014-01-25 2014-01-27 2014-01-27 2014-01-28 2014-01-28 2014-01-30 2014-01-30 2014-01-31 2014-01-31 2014-02-01 2014-02-01 2014-02-02 2014-02-02 2014-02-05 2014-02-05 2014-02-07 2014-02-07 2014-02-11 2014-02-11 2014-02-12 2014-02-12 2014-02-15 2014-02-15 2014-02-18 2014-02-18 2014-02-20 2014-02-20 2014-02-21 2014-02-21 2014-02-25 2014-02-25 2014-02-27 2014-02-27 2014-02-28 2014-02-28 2014-03-01 2014-03-01 2014-03-02 2014-03-02 2014-03-03 2014-03-03 2014-03-04 2014-03-04 2014-03-06 2014-03-06 2014-03-07 2014-03-07 2014-03-08 2014-03-08 2014-03-11 2014-03-11 2014-03-15 2014-03-15 2014-03-18 2014-03-18 2014-03-19 2014-03-19 2014-03-20 2014-03-20 2014-03-22 2014-03-22 2014-03-25 2014-03-25 2014-03-26 2014-03-26 2014-03-27 2014-03-27 2014-03-30 2014-03-30 2014-04-01 2014-04-01 2014-04-02 2014-04-02 2014-04-03 2014-04-03 2014-04-06 2014-04-06 2014-04-08 2014-04-08 2014-04-09 2014-04-09 2014-04-12 2014-04-12 2014-04-15 2014-04-15 2014-04-16 2014-04-16 2014-04-20 2014-04-20 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 2014-05-04 2014-05-04 2014-05-09 2014-05-09 2014-05-11 2014-05-11 2014-05-12 2014-05-12 2014-05-13 2014-05-13 2014-05-14 2014-05-14 2014-05-15 2014-05-15 2014-05-17 2014-05-17 2014-05-18 2014-05-18 2014-05-19 2014-05-19 2014-05-20 2014-05-20 2014-05-21 2014-05-21 2014-05-25 2014-05-25 2014-05-26 2014-05-26 2014-05-27 2014-05-27 2014-05-28 2014-05-28 2014-05-29 2014-05-29 2014-05-31 2014-05-31 2014-06-01 2014-06-01 2014-06-02 2014-06-02 2014-06-08 2014-06-08 2014-06-10 2014-06-10 2014-06-13 2014-06-13 2014-06-15 2014-06-15 2014-06-16 2014-06-16 2014-06-18 2014-06-18 2014-06-20 2014-06-20 2014-06-24 2014-06-24 2014-06-26 2014-06-26 2014-06-29 2014-06-29 2014-06-30 2014-06-30 2014-07-01 2014-07-01 2014-07-04 2014-07-04 2014-07-08 2014-07-08 2014-07-09 2014-07-09 2014-07-13 2014-07-13 2014-07-14 2014-07-14 2014-07-15 2014-07-15 2014-07-16 2014-07-16 2014-07-18 2014-07-18 2014-07-20 2014-07-20 2014-07-22 2014-07-22 2014-07-24 2014-07-24 2014-07-25 2014-07-25 2014-07-28 2014-07-28 2014-07-29 2014-07-29 2014-07-30 2014-07-30 2014-07-31 2014-07-31 2014-08-02 2014-08-02 2014-08-06 2014-08-06 2014-08-08 2014-08-08 2014-08-14 2014-08-14 2014-08-15 2014-08-15 2014-08-16 2014-08-16 2014-08-17 2014-08-17 2014-08-18 2014-08-18 2014-08-21 2014-08-21 2014-08-25 2014-08-25 2014-08-27 2014-08-27 2014-08-28 2014-08-28 2014-08-29 2014-08-29 2014-08-31 2014-08-31 2014-09-01 2014-09-01 2014-09-07 2014-09-07 2014-09-10 2014-09-10 2014-09-12 2014-09-12 2014-09-15 2014-09-15 2014-09-16 2014-09-16 2014-09-17 2014-09-17 2014-09-18 2014-09-18 2014-09-21 2014-09-21 2014-09-22 2014-09-22 2014-09-23 2014-09-23 2014-09-26 2014-09-26 2014-09-30 2014-09-30 2014-10-01 2014-10-01 2014-10-05 2014-10-05 2014-10-07 2014-10-07 2014-10-08 2014-10-08 2014-10-10 2014-10-10 2014-10-13 2014-10-13 2014-10-14 2014-10-14 2014-10-17 2014-10-17 2014-10-18 2014-10-18 2014-10-20 2014-10-20 2014-10-25 2014-10-25 2014-10-27 2014-10-27 2014-10-28 2014-10-28 2014-10-30 2014-10-30 2014-10-31 2014-10-31 2014-11-01 2014-11-01 2014-11-02 2014-11-02 2014-11-03 2014-11-03 2014-11-07 2014-11-07 2014-11-09 2014-11-09 2014-11-10 2014-11-10 2014-11-15 2014-11-15 2014-11-17 2014-11-17 2014-11-18 2014-11-18 2014-11-19 2014-11-19 2014-11-20 2014-11-20 2014-11-22 2014-11-22 2014-11-23 2014-11-23 2014-11-24 2014-11-24 2014-11-29 2014-11-29 2014-11-30 2014-11-30 2014-12-01 2014-12-01 2014-12-02 2014-12-02 2014-12-03 2014-12-03 2014-12-04 2014-12-04 2014-12-05 2014-12-05 2014-12-06 2014-12-06 2014-12-08 2014-12-08 2014-12-11 2014-12-11 2014-12-12 2014-12-12 2014-12-15 2014-12-15 2014-12-17 2014-12-17 2014-12-18 2014-12-18 2014-12-19 2014-12-19 2014-12-26 2014-12-26 2014-12-27 2014-12-27 2015-01-05 2015-01-05 2015-01-12 2015-01-12 2015-01-15 2015-01-15 2015-01-19 2015-01-19 2015-01-29 2015-01-29 2015-02-01 2015-02-01 2015-02-06 2015-02-06 2015-02-08 2015-02-08 2015-02-09 2015-02-09 2015-02-13 2015-02-13 2015-03-08 2015-03-08 2015-03-23 2015-03-23 2015-04-01 2015-04-01 2015-04-06 2015-04-06 2015-04-24 2015-04-24 2015-04-27 2015-04-27 2015-04-28 2015-04-28 2015-04-29 2015-04-29 2015-05-01 2015-05-01 2015-05-02 2015-05-02 2015-05-04 2015-05-04 2015-05-08 2015-05-08 2015-05-11 2015-05-11 2015-05-12 2015-05-12 2015-05-18 2015-05-18 2015-05-23 2015-05-23 2015-05-26 2015-05-26 2015-06-01 2015-06-01 2015-06-08 2015-06-08 2015-06-09 2015-06-09 2015-06-13 2015-06-13 2015-06-15 2015-06-15 2015-06-16 2015-06-16 2015-06-17 2015-06-17 2015-06-22 2015-06-22 2015-06-23 2015-06-23 2015-06-25 2015-06-25 2015-06-30 2015-06-30 2015-07-10 2015-07-10 2015-07-13 2015-07-13 2015-07-14 2015-07-14 2015-07-27 2015-07-27 2015-07-28 2015-07-28 2015-08-03 2015-08-03 2015-08-06 2015-08-06 2015-08-11 2015-08-11 2015-08-13 2015-08-13 2015-08-17 2015-08-17 2015-08-19 2015-08-19 2015-08-24 2015-08-24 2015-08-26 2015-08-26 2015-08-27 2015-08-27 2015-08-31 2015-08-31 2015-09-03 2015-09-03 2015-09-09 2015-09-09 2015-09-10 2015-09-10 2015-09-12 2015-09-12 2015-09-16 2015-09-16 2015-09-18 2015-09-18 2015-09-21 2015-09-21 2015-09-24 2015-09-24 2015-09-29 2015-09-29 2015-10-05 2015-10-05 2015-10-14 2015-10-14 2015-10-15 2015-10-15 2015-10-21 2015-10-21 2015-10-23 2015-10-23 2015-10-28 2015-10-28 2015-10-30 2015-10-30 2015-11-04 2015-11-04 2015-11-06 2015-11-06 2015-11-19 2015-11-19 2016-03-07 2016-03-07 2016-06-04 2016-06-04 Q241 b.Type of product 0 0 1 Herbicide 2 Insecticide 3 Fungicide 4 Plant growth regulator, harvest aids,adjuvants 5 Nematicides, molluscicides 6 Miticides, acaricides Q241 c . Brand product name 0 0 confidential confidential Q241 c1. Brand product formulation 0 0 confidential confidential CODED VARIABLE - stringcode 0 0 confidential confidential CODED VARIABLE - active ingredient1 0 0 1.3-DICHLOROPROPENE/DCPE-95 1.3-DICHLOROPROPENE/DCPE-95 2,4 D 2,4 D ABAMECTIN (AVERMECTIN B) ABAMECTIN (AVERMECTIN B) ACEPHATE ACEPHATE ACETOCHLORE ACETOCHLORE ALPHA-CYPERMETHRIN ALPHA-CYPERMETHRIN AMETRYN AMETRYN AMINOCYCLOPYRACHLOR AMINOCYCLOPYRACHLOR AMITRAZ AMITRAZ AMMONIUM-COMPOUNDS AMMONIUM-COMPOUNDS ATRAZINE ATRAZINE AZOXYSTROBIN AZOXYSTROBIN BIFENTRIN BIFENTRIN BROMOXYNIL BROMOXYNIL CARTAP-HCL CARTAP-HCL CHLORANTRANILIPROLE CHLORANTRANILIPROLE CHLOREPYROPHOS CHLOREPYROPHOS CHLOROTHALONIL CHLOROTHALONIL CHLORPYRIFOS ETHYL CHLORPYRIFOS ETHYL COPPER DIAMMONIA DIACETATE COPPER DIAMMONIA DIACETATE CYFLUTHRIN CYFLUTHRIN CYMOXANYLE CYMOXANYLE CYROMAZINE CYROMAZINE DELTAMETHRIN DELTAMETHRIN DIFENOCONAZOLE DIFENOCONAZOLE DIFLUFENIKAN DIFLUFENIKAN DIMETENAMID-P DIMETENAMID-P DIMETHOATE DIMETHOATE Do not know Do not know ESFENVALERATE ESFENVALERATE ETHIOTHOATE ETHIOTHOATE FLUBENDIAMIDE FLUBENDIAMIDE FLUDIOXONIL FLUDIOXONIL FLUOPYRAM FLUOPYRAM FORMETANATE FORMETANATE FOSETYL-AL FOSETYL-AL GLYPHOSATE GLYPHOSATE GLYPHOSATE-ISOPROPYL-AMM GLYPHOSATE-ISOPROPYL-AMM GLYPHOSATE-POTASSIUM-SALT GLYPHOSATE-POTASSIUM-SALT IMIDACLOPRID IMIDACLOPRID IPRODIONE IPRODIONE LAMBDA CYHALOTHRIN LAMBDA CYHALOTHRIN LUFENURON LUFENURON MANCOZEB (VONDOZEB) MANCOZEB (VONDOZEB) MANDIPROPAMID MANDIPROPAMID MANEB MANEB MESOTRIONE MESOTRIONE METAZACHLOR METAZACHLOR METHAMIDOPHOS METHAMIDOPHOS METHOLACHLORE METHOLACHLORE METHOMYL METHOMYL METRIBUZIN METRIBUZIN MYCLOBUTANIL MYCLOBUTANIL NIKOSULPHURON NIKOSULPHURON NOVALURON NOVALURON OXAMYL OXAMYL PICOXYSTROBINE PICOXYSTROBINE PIRIMICARB PIRIMICARB PYMETROZINE PYMETROZINE QUARTZ QUARTZ S-METOLACHLOR S-METOLACHLOR SPINETORAM SPINETORAM TEBUCONAZOLE TEBUCONAZOLE TERBUTYLAZINE TERBUTYLAZINE THIOCARB THIOCARB THIRAM THIRAM TOLCLOFOS M TOLCLOFOS M TRIFLOXYSTROBINE TRIFLOXYSTROBINE CODED VARIABLE - amount of ai1 0 0 CODED VARIABLE - unit (% or Gr) 0 0 1 g/l 2 percent CODED VARIABLE - active ingredient2 0 0 CHLORANTRANILIPROLE CHLORANTRANILIPROLE CHLOROTHALONIL CHLOROTHALONIL CHLORSULPHURON CHLORSULPHURON DICHLORMID DICHLORMID Do not know Do not know FAMOXADONE FAMOXADONE LAMBDA CYHALOTHRIN LAMBDA CYHALOTHRIN MEFENOXAM MEFENOXAM MESOTRIONE MESOTRIONE PROPICONAZOLE PROPICONAZOLE PYRIMETHANIL PYRIMETHANIL S-METOLACHLOR S-METOLACHLOR TERBUTYLAZINE TERBUTYLAZINE THIPHENSULPHURONE-METHYL THIPHENSULPHURONE-METHYL TRIFLOXYSTROBINE TRIFLOXYSTROBINE CODED VARIABLE - amount of ai2 0 0 CODED VARIABLE - active ingredient3 0 0 ATRAZINE ATRAZINE Do not know Do not know FOLPET FOLPET TERBUTYLAZINE TERBUTYLAZINE CODED VARIABLE - amount of ai3 0 0 CODED VARIABLE Q241 d. Dosage ? 0 0 CODED VARIABLE Q241 e. Unit of quantity 0 0 1 MILLILITER/HECT 2 GRAM/HECT Q241 f. Amount of H2O solved in LITERS per <HECTARE> 0 0 Q241 g. Pest/disease/ weed targeted ? 0 0 aalwurm insects aalwurm insects abakemtien abakemtien adhesive adhesive all insects all insects all major nematods all major nematods all weeds all weeds annual grass: blue grass; volunteer corn;wild oat annual grass: blue grass; volunteer corn;wild oat annual grasses annual grasses annual grasses: blue ; crab grasses annual grasses: blue ; crab grasses antracnose antracnose aphids aphids are trees are trees ascomycetes ascomycetes bacteria bacteria ball worm ball worm beetle beetle beetles beetles big weed big weed black dot black dot black maize beetle black maize beetle black spot black spot black spots black spots boadleaf ; grass types boadleaf ; grass types bollworm bollworm bolworm bolworm braod leaf braod leaf broad leaf broad leaf broad leaf grass broad leaf grass broad leaf grass; everything broad leaf grass; everything broad leaf types broad leaf types broad leaf ypes broad leaf ypes broad leaf; gras broad leaf; gras broad leaf; grass broad leaf; grass broad spectrum insects broad spectrum insects broadleaf broadleaf broadleaf & grass broadleaf & grass broadleaf ; grass types broadleaf ; grass types broadleaf before arrival broadleaf before arrival broadleaf grass broadleaf grass broadleaf types broadleaf types broadleaf weed broadleaf weed brown rust brown rust brown rust gray leaf brown rust gray leaf brown spot brown spot bugs bugs bulb worm & louse bulb worm & louse chick weed chick weed chick weed ; cleavers chick weed ; cleavers cleavers cleavers common rag weed common rag weed corticium corticium crab grass crab grass crab grass ; blue grass crab grass ; blue grass crab grasses crab grasses cut worm cut worm cut worms cut worms cut worms ; insects cut worms ; insects cut worms black maize beetle cut worms black maize beetle cut worms; black maize beetle cut worms; black maize beetle cutworm cutworm cutworms cutworms don't know don't know downy mildew downy mildew early blight early blight early rus early rus early rust early rust everthing everthing everything everything everything broad leaf grass everything broad leaf grass everything insecticides everything insecticides feeding feeding flea flea flying insects flying insects for big weed for big weed foxtails foxtails fungal disease fungal disease fungi;millipedes fungi;millipedes fungus fungus fungus killer fungus killer furasium furasium fusarium fusarium gass & broadleaf gass & broadleaf gras ; broad leaf gras ; broad leaf grass grass grass & broad leaf grass & broad leaf grass ; boadleaf grass ; boadleaf grass ; broad leaf grass ; broad leaf grass ; broadleaf grass ; broadleaf grass ; weed grass ; weed grass broad leaf grass broad leaf grass hoppers grass hoppers grass killer grass killer grass manure grass manure grass types grass types grass3 grass3 grass; broad leaf grass; broad leaf grass; broadleaf grass; broadleaf grass; smelly oil ; instantly myths grass; smelly oil ; instantly myths grasshopper grasshopper grasshoppers grasshoppers grow stimilation grow stimilation growing stimilation growing stimilation growth growth growth stimulant growth stimulant insects insects insects & tap ruspers insects & tap ruspers insects ; cut worms insects ; cut worms insects ; tapruspers insects ; tapruspers insects broad leaf grass insects broad leaf grass insects killer booster insects killer booster insects potato moth insects potato moth kochia kochia late blight late blight late germinating grass late germinating grass late rust late rust late rust; fungus late rust; fungus late weed late weed leaf disease leaf disease leaf feeder leaf feeder leaf feeding leaf feeding leaf feeding ; stimulant leaf feeding ; stimulant leaf hoppers leaf hoppers leaf mijner leaf mijner leaf miner leaf miner leaf miner ; potato moth leaf miner ; potato moth leaf miner; potato moth leaf miner; potato moth leaf miners leaf miners leaf spot leaf spot leaf spots leaf spots leafhopper leafhopper leafhoppers leafhoppers leafminer leafminer looperworm looperworm louse louse maize storage maize storage mal rust mal rust millepedes millepedes millipedes millipedes mot ; bolwurm mot ; bolwurm mot; bolwurm mot; bolwurm mot;bolwurm mot;bolwurm moth moth moth ; fleas moth ; fleas moth ; flies moth ; flies moths moths nematode nematode nutsedges nutsedges oomycetes oomycetes pest pest pests are targeted pests are targeted phytophtora phytophtora pigweed pigweed plant growth plant growth plant luis plant luis plant luise plant luise potato potato potato moth potato moth potato moth ; leaf miner potato moth ; leaf miner potato moth leaf miner potato moth leaf miner potato moth; leaf miner potato moth; leaf miner potato tuber moth potato tuber moth powdery mildew powdery mildew prevent broad leaf prevent broad leaf prevent grass killer prevent grass killer red spider mite red spider mite rust rust rust early ; late rust early ; late sedges sedges septoria;rust septoria;rust slankboorder slankboorder small weed small weed snywurm snywurm snywurms snywurms soil insects; s; rats soil insects; s; rats spider mite spider mite stem ; broad leaf stem ; broad leaf stem ; leaf disease stem ; leaf disease stem canker stem canker storag fungi storag fungi storage fungi storage fungi stronkboarder stronkboarder stronkboorder stronkboorder sucking insects sucking insects thrips thrips thrips ; flea thrips ; flea top ruspers top ruspers top ruspers insect top ruspers insect top ruspers insects top ruspers insects volunteer corn volunteer corn volunter corn volunter corn weed weed weed killer weed killer weeds ; worms weeds ; worms white flea leafminer white flea leafminer wild mustard ; common rag weed wild mustard ; common rag weed wild oats wild oats wild sorhums; broad leaf wild sorhums; broad leaf winter weed winter weed worm killer worm killer worm killers worm killers worms worms 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 Q241 k. Equipment type ? 0 0 1 Motorized boom sprayer 2 Hand operated sprayers (e.g. knapsack), 3 Airblast sprayer 4 Other 5 Aerial applicator 6 Granular applicator CODED VARIABLE Syngenta product? (1 = YES; 0 = NO) 0 0 1 No 2 Yes Year in which the data was collected 0 0 Country 0 0 South Africa South Africa Unique identifier per cluster 0 0 SouthafricaMaize1 SouthafricaMaize1 SouthafricaMaize2 SouthafricaMaize2 SouthafricaMaize3 SouthafricaMaize3 SouthafricaMaize4 SouthafricaMaize4 SouthafricaPotato1 SouthafricaPotato1 SouthafricaPotato2 SouthafricaPotato2 Unique identifier per grower 0 0 Field code (A or B) 0 0 A A B B Q1. F. Would it be okay for you for this company to contact you with information on The GGP? 0 0 No No Yes Yes Q25. Farm address - postal code 0 0 - - 1020 1020 1095 1095 2210 2210 2350 2350 2380 2380 2430 2430 2490 2490 2680 2680 2740 2740 3180 3180 3350 3350 470 470 619 619 621 621 700 700 715 715 790 790 826 826 924 924 9300 9300 9301 9301 9323 9323 9338 9338 9445 9445 9479 9479 9482 9482 9520 9520 9610 9610 9640 9640 9650 9650 9660 9660 9670 9670 9680 9680 9700 9700 9780 9780 9810 9810 9830 9830 9880 9880 9932 9932 administrative area 1 0 0 FS FS GP GP KZN KZN LP LP MP MP NW NW Year in which the data was collected 0 0 Country 0 0 South Africa South Africa Crop 0 0 Corn Corn Potato Potato Unique identifier per cluster 0 0 SouthafricaMaize1 SouthafricaMaize1 SouthafricaMaize2 SouthafricaMaize2 SouthafricaMaize3 SouthafricaMaize3 SouthafricaMaize4 SouthafricaMaize4 SouthafricaPotato1 SouthafricaPotato1 SouthafricaPotato2 SouthafricaPotato2 Reference farms versus Benchmark farms 0 0 1 Reference farm 2 Benchmark farm Unique identifier per grower 0 0 36110200 36110200 36111100 36111100 36111300 36111300 36111400 36111400 36111600 36111600 36111700 36111700 36111800 36111800 36111900 36111900 36112000 36112000 36117700 36117700 36120100 36120100 36121200 36121200 36126300 36126300 36211200 36211200 36211300 36211300 36211400 36211400 36211500 36211500 36211600 36211600 36211700 36211700 36211800 36211800 36211900 36211900 36212000 36212000 36212100 36212100 36212200 36212200 36212300 36212300 36212400 36212400 36212500 36212500 36212600 36212600 36212700 36212700 36212800 36212800 36212900 36212900 36213000 36213000 36213100 36213100 36215100 36215100 36215200 36215200 36215300 36215300 36215400 36215400 36215500 36215500 36215600 36215600 36215700 36215700 36215800 36215800 36215900 36215900 36216000 36216000 36216100 36216100 36216200 36216200 36216300 36216300 36216400 36216400 36216500 36216500 36216600 36216600 36216700 36216700 36216800 36216800 36216900 36216900 36217000 36217000 36217100 36217100 36217200 36217200 36217300 36217300 36217500 36217500 36217600 36217600 36217800 36217800 36220300 36220300 36220400 36220400 36220600 36220600 36220700 36220700 36220800 36220800 36220900 36220900 36221000 36221000 36221100 36221100 36221200 36221200 36221300 36221300 36221400 36221400 36221500 36221500 36221600 36221600 36221700 36221700 36221800 36221800 36221900 36221900 36222000 36222000 36222100 36222100 36222200 36222200 36222300 36222300 36224300 36224300 36224400 36224400 36224500 36224500 36224600 36224600 36224700 36224700 36224800 36224800 36224900 36224900 36225000 36225000 36225100 36225100 36225200 36225200 36225300 36225300 36225400 36225400 36225500 36225500 36225600 36225600 36225700 36225700 36226000 36226000 36226100 36226100 36226200 36226200 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 Ripping 6 Land levelling 7 Greenhouse management operations 8 Applying fertilizers 9 Mulching 10 Sowing or planting 11 Scouting for pests and diseases 12 Applying pesticides 13 Irrigating 14 Pruning 15 Weeding 16 Harvesting 17 Post handling 18 Processing 19 Transport 20 Seed Treatment Did he use power driven equipment to complete this activity? 0 0 1 Yes 2 No