PRY_2014-2019_GGP-P_v01_EN_M_A_OCS PRY_2014-2019_GGP-P_v01_EN_M_A_OCS_v01 Office of Chief Statistician Nesstar Publisher DDI_PRY_2014-2019_GGP-P_v01_EN_M_A_OCS_FAO Good Growth Plan, 2014-2019 GGP-P 2014-2019 PRY_2014-2019_GGP-P_v01_EN_M_A_OCS Syngenta Kynetec Nesstar Publisher The Good Growth Plan team Agricultural Survey [ag/oth] Input efficiency Crop productivity Agriculture The Good Growth Plan Agriculture & Rural Development Environment Agricultural input efficiency Syngenta is committed to increasing crop productivity and to using limited resources such as land, water and inputs more efficiently. Since 2014, Syngenta has been measuring trends in agricultural input efficiency on a global network of real farms. The Good Growth Plan dataset shows aggregated productivity and resource efficiency indicators by harvest year. The data has been collected from more than 4,000 farms and covers more than 20 different crops in 46 countries. The data (except USA data and for Barley in UK, Germany, Poland, Czech Republic, France and Spain) was collected, consolidated and reported by Kynetec (previously Market Probe), an independent market research agency. It can be used as benchmarks for crop yield and input efficiency. Paraguay National Coverage Agricultural holdings Sample survey data [ssd] Data was collected on the usage of inputs, such as crop protection products, chemical fertilizer, seeding rates, labor hours, machinery usage hours, and marketable crop yield on a per hectare basis. Face-to-face [f2f] The users shall not take any action with the purpose of identifying any individual entity (i.e. person, household, enterprise, etc.) in the micro dataset(s). If such a disclosure is made inadvertently, no use will be made of the information, and it will be reported immediately to FAO The Good Growth Plan Progress Data - Productivity 2019. Dataset downloaded from https://microdata.fao.org. The user of the data acknowledges that the original collector of the data, the authorized distributor of the data, and the relevant funding agency bear no responsibility for use of the data or for interpretations or inferences based upon such uses crop_protection_country_PRY.NSDstat 2991 32 Nesstar 200801 Farm_level_data_PRY.NSDstat 354 32 Nesstar 200801 Fertilizers_PRY.NSDstat 305 17 Nesstar 200801 global_farm_data_country_PRY.NSDstat 354 226 Nesstar 200801 Q382_data_PRY.NSDstat 1941 9 Nesstar 200801 seed_treatment_PRY.NSDstat 380 28 Nesstar 200801 Location_PRY.NSDstat 382 17 Nesstar 200801 Data collection wave 2991 0 2014 2019 2016.475 1.443 To which field/plot does the information relate to? 2991 0 A 1825 B 1166 Unique cluster ID 2991 0 ParaguayMaize1 216 ParaguayMaize1+2 294 ParaguayMaize2 312 ParaguaySoybean1 576 ParaguaySoybean1+2 1150 ParaguaySoybean2 443 Country 2991 0 Paraguay 2991 FARMTYPE 2991 0 BF 2305 RF 686 Unique respondent ID 2991 0 31100107 12 31100115 6 31100215 10 31100607 8 31100615 24 31101507 14 31101515 14 31101715 14 31101907 6 31101915 64 31102007 10 31102015 8 31102907 8 31102915 20 31103007 9 31103015 12 31103115 84 31103207 29 31103315 36 31103415 107 31103515 36 31103607 27 31103715 24 31103815 20 31103907 26 31104007 24 31200307 8 31200407 8 31200507 8 31200707 2 31200715 8 31200815 10 31200907 8 31200915 6 31201015 7 31201107 14 31201215 6 31201315 14 31201407 6 31201415 10 31201607 14 31201815 8 31202107 20 31202115 8 31202207 6 31202215 2 31202315 8 31202407 8 31202507 14 31202515 32 31202607 10 31202615 8 31202707 8 31202715 6 31202807 6 31203107 14 31203207 14 31203215 4 31203307 4 31203315 24 31203407 8 31203415 8 31203515 10 31203615 14 31203707 6 31203815 18 31203907 32 31204015 42 31204107 8 31204307 10 31204415 4 31204515 4 31204615 6 31204715 6 31204807 4 31204907 11 31205015 16 31205107 8 31205315 4 31205515 12 31205715 4 31205807 4 31206007 14 31206107 15 31206215 81 31206307 14 31206315 52 31206415 18 31206515 83 31206607 6 31206715 49 31206815 89 31206907 16 31207007 14 31207015 14 31207115 30 31207215 30 31207315 103 31207415 63 31207515 79 31207607 8 31207615 64 31207707 20 31207815 169 31207907 14 31208015 148 31208107 28 31208215 44 31208307 26 31208407 10 31208507 22 31208607 14 31208615 22 31208707 17 31208807 8 31208915 35 31209007 24 31209107 9 31209207 13 31209307 8 31209407 13 31209515 57 31209607 10 31209707 8 31209715 7 31209815 58 31209907 32 31210007 12 31210115 10 31221307 4 31221415 9 31221507 2 31221607 3 31221707 2 31221815 8 31221915 9 31222015 12 31222115 10 31222215 12 31223015 6 31223115 6 31223215 4 Unique code of a product within application 2991 0 1 1218 10 2 11 2 12 2 13 4 14 4 15 4 16 2 17 2 18 2 2 856 3 456 4 240 5 117 6 28 7 22 8 22 9 8 The crop of focus 2991 0 Corn 822 Soybean 2169 Unique code of an application per field per grower 2608 0 1 587 10 5 11 4 2 541 3 470 4 411 5 276 6 177 7 88 8 36 9 13 Q241 a. Timing of product application 2608 0 2013-08-30 1 2013-09-18 6 2013-09-20 32 2013-09-21 8 2013-09-22 20 2013-09-23 22 2013-09-25 14 2013-09-26 40 2013-09-28 19 2013-09-29 28 2013-09-30 18 2013-10-01 10 2013-10-02 10 2013-10-05 12 2013-10-11 2 2013-10-27 7 2013-10-31 8 2014-02-16 8 2014-02-19 14 2014-02-20 16 2014-02-23 8 2014-02-25 6 2014-02-27 8 2014-03-02 8 2014-03-04 4 2014-03-08 6 2014-03-17 14 2014-03-20 14 2014-03-29 14 2014-04-05 6 2014-07-28 2 2014-08-01 4 2014-08-10 2 2014-08-14 3 2014-08-15 1 2014-08-17 2 2014-08-25 1 2014-08-30 8 2014-08-31 5 2014-09-01 2 2014-09-02 4 2014-09-03 6 2014-09-04 9 2014-09-05 11 2014-09-06 4 2014-09-08 7 2014-09-10 15 2014-09-11 1 2014-09-15 5 2014-09-18 4 2014-09-19 1 2014-09-20 3 2014-09-22 6 2014-09-23 1 2014-09-25 4 2014-09-27 6 2014-09-28 2 2014-09-29 8 2014-09-30 12 2014-10-01 5 2014-10-02 4 2014-10-05 20 2014-10-07 4 2014-10-10 6 2014-10-15 20 2014-10-20 20 2014-10-21 6 2014-10-27 4 2014-10-30 2 2014-11-02 6 2014-11-05 3 2014-11-10 2 2014-11-15 6 2014-11-20 8 2014-11-25 6 2014-12-01 2 2014-12-05 3 2014-12-15 5 2014-12-17 6 2014-12-20 3 2014-12-27 2 2015-01-01 2 2015-01-15 2 2015-01-20 1 2015-06-01 4 2015-07-01 1 2015-08-01 9 2015-08-07 4 2015-08-22 6 2015-09-01 8 2015-09-05 1 2015-09-08 2 2015-09-09 8 2015-09-10 3 2015-09-20 2 2015-09-22 8 2015-09-23 1 2015-09-25 2 2015-09-26 3 2015-09-28 8 2015-09-30 22 2015-10-02 5 2015-10-05 12 2015-10-09 12 2015-10-10 6 2015-10-12 12 2015-10-15 11 2015-10-20 12 2015-10-29 8 2015-10-30 6 2015-11-05 5 2015-11-10 16 2015-11-12 10 2015-11-15 10 2015-11-20 2 2015-11-22 10 2015-11-25 4 2015-11-30 16 2015-12-05 2 2015-12-07 12 2015-12-09 2 2015-12-10 6 2015-12-15 6 2015-12-18 2 2015-12-25 2 2015-12-27 1 2015-12-29 14 2015-12-30 2 2016-01-09 10 2016-01-10 1 2016-01-11 4 2016-01-14 10 2016-01-18 2 2016-01-20 6 2016-01-22 8 2016-01-23 8 2016-01-27 4 2016-01-30 15 2016-02-02 2 2016-02-03 6 2016-02-04 4 2016-02-05 19 2016-02-08 7 2016-02-10 7 2016-02-11 4 2016-02-12 6 2016-02-15 4 2016-02-16 4 2016-02-17 6 2016-02-21 2 2016-02-22 2 2016-02-24 2 2016-02-25 6 2016-02-28 8 2016-03-05 12 2016-03-10 6 2016-03-11 2 2016-03-14 2 2016-03-15 4 2016-03-20 4 2016-03-23 4 2016-03-26 3 2016-03-29 3 2016-05-05 6 2016-06-30 4 2016-08-10 2 2016-08-11 2 2016-08-13 1 2016-08-15 2 2016-08-16 4 2016-08-17 3 2016-08-18 3 2016-08-22 1 2016-08-23 3 2016-08-25 7 2016-08-26 8 2016-08-27 1 2016-08-29 3 2016-09-01 5 2016-09-03 2 2016-09-05 3 2016-09-06 4 2016-09-10 4 2016-09-12 8 2016-09-13 1 2016-09-14 2 2016-09-15 2 2016-09-20 4 2016-09-23 2 2016-09-25 9 2016-09-26 2 2016-09-27 10 2016-09-28 7 2016-09-30 6 2016-10-03 5 2016-10-05 14 2016-10-06 2 2016-10-10 10 2016-10-12 2 2016-10-13 6 2016-10-15 17 2016-10-16 3 2016-10-17 2 2016-10-20 17 2016-10-23 5 2016-10-25 19 2016-10-26 6 2016-10-27 5 2016-10-30 6 2016-10-31 3 2016-11-03 4 2016-11-05 14 2016-11-06 6 2016-11-10 13 2016-11-13 5 2016-11-15 17 2016-11-16 3 2016-11-20 14 2016-11-21 1 2016-11-22 4 2016-11-25 24 2016-11-30 19 2016-12-03 3 2016-12-05 20 2016-12-06 6 2016-12-07 4 2016-12-10 15 2016-12-12 2 2016-12-15 22 2016-12-17 3 2016-12-18 3 2016-12-20 3 2016-12-23 6 2016-12-25 6 2016-12-27 1 2016-12-30 5 2017-01-05 13 2017-01-07 2 2017-01-08 1 2017-01-10 6 2017-01-13 1 2017-01-15 4 2017-01-18 1 2017-01-20 4 2017-01-25 8 2017-01-27 3 2017-01-30 1 2017-02-03 3 2017-02-05 2 2017-02-10 8 2017-02-11 2 2017-02-13 2 2017-02-15 4 2017-02-18 1 2017-02-20 9 2017-02-22 1 2017-02-24 2 2017-02-25 2 2017-02-26 2 2017-02-27 5 2017-02-28 3 2017-03-01 5 2017-03-05 3 2017-03-07 3 2017-03-10 6 2017-03-13 4 2017-03-15 4 2017-03-17 2 2017-03-18 3 2017-03-20 8 2017-03-25 5 2017-03-28 3 2017-04-01 2 2017-04-04 2 2017-04-10 5 2017-04-15 2 2017-04-17 3 2017-04-23 4 2017-05-05 2 2017-05-30 3 2017-08-01 4 2017-08-10 9 2017-08-15 8 2017-08-20 5 2017-08-23 3 2017-08-25 2 2017-08-26 2 2017-08-30 2 2017-09-01 2 2017-09-02 2 2017-09-04 4 2017-09-05 1 2017-09-08 3 2017-09-10 6 2017-09-12 3 2017-09-15 10 2017-09-16 1 2017-09-17 1 2017-09-20 4 2017-09-24 5 2017-09-25 1 2017-09-30 4 2017-10-01 5 2017-10-03 6 2017-10-04 2 2017-10-05 5 2017-10-06 3 2017-10-07 5 2017-10-08 7 2017-10-10 10 2017-10-11 4 2017-10-12 4 2017-10-14 5 2017-10-15 10 2017-10-17 1 2017-10-20 8 2017-10-21 8 2017-10-25 31 2017-10-26 4 2017-10-27 1 2017-10-28 4 2017-10-30 9 2017-11-01 5 2017-11-04 10 2017-11-05 14 2017-11-09 3 2017-11-10 20 2017-11-12 1 2017-11-13 10 2017-11-14 7 2017-11-15 3 2017-11-17 5 2017-11-18 9 2017-11-20 2 2017-11-22 5 2017-11-23 4 2017-11-25 19 2017-11-27 2 2017-11-29 7 2017-11-30 17 2017-12-01 2 2017-12-04 8 2017-12-06 4 2017-12-08 3 2017-12-10 11 2017-12-14 8 2017-12-15 9 2017-12-16 4 2017-12-17 1 2017-12-18 5 2017-12-20 3 2017-12-21 5 2017-12-22 7 2017-12-24 5 2017-12-25 11 2017-12-26 5 2017-12-28 4 2017-12-29 4 2017-12-30 6 2018-01-01 1 2018-01-02 1 2018-01-03 1 2018-01-04 3 2018-01-05 8 2018-01-06 3 2018-01-07 1 2018-01-08 1 2018-01-09 3 2018-01-10 4 2018-01-11 5 2018-01-13 3 2018-01-15 9 2018-01-16 2 2018-01-19 1 2018-01-20 3 2018-01-23 1 2018-01-24 3 2018-01-25 7 2018-01-27 1 2018-01-28 4 2018-01-29 1 2018-01-30 1 2018-01-31 2 2018-02-01 1 2018-02-02 3 2018-02-04 1 2018-02-05 4 2018-02-06 6 2018-02-08 2 2018-02-09 2 2018-02-10 1 2018-02-13 1 2018-02-15 3 2018-02-16 5 2018-02-18 3 2018-02-20 2 2018-02-22 1 2018-02-24 3 2018-02-25 4 2018-02-28 1 2018-03-01 1 2018-03-02 8 2018-03-03 2 2018-03-05 3 2018-03-08 6 2018-03-10 5 2018-03-15 5 2018-03-18 4 2018-03-20 2 2018-03-22 4 2018-03-25 4 2018-03-26 2 2018-03-28 1 2018-03-30 1 2018-04-05 4 2018-04-15 2 2018-04-25 1 2018-05-10 2 2018-05-22 1 2018-08-08 1 2018-08-10 2 2018-08-20 2 2018-08-25 4 2018-09-01 2 2018-09-08 8 2018-09-09 5 2018-09-12 1 2018-09-13 1 2018-09-15 4 2018-09-18 1 2018-09-20 3 2018-09-25 3 2018-09-27 1 2018-09-28 1 2018-09-29 1 2018-10-01 2 2018-10-02 2 2018-10-03 2 2018-10-05 1 2018-10-06 1 2018-10-08 8 2018-10-09 4 2018-10-10 6 2018-10-11 1 2018-10-15 4 2018-10-18 1 2018-10-20 7 2018-11-01 2 2018-11-02 3 2018-11-05 4 2018-11-09 2 2018-11-10 9 2018-11-12 1 2018-11-13 4 2018-11-15 2 2018-11-20 4 2018-11-23 2 2018-11-25 1 2018-11-26 2 2018-11-28 3 2018-12-05 2 2018-12-10 3 2018-12-14 3 2018-12-15 2 2018-12-20 3 2018-12-25 2 2019-01-02 1 2019-01-03 1 2019-01-04 2 2019-01-05 5 2019-01-08 2 2019-01-09 2 2019-01-12 1 2019-01-15 2 2019-01-16 1 2019-01-18 2 2019-01-20 1 2019-02-15 2 2019-02-20 1 2019-02-25 2 2019-03-01 2 2019-03-05 4 2019-03-10 1 2019-03-15 4 2019-03-25 1 2019-03-29 2 2019-04-16 1 2019-04-20 1 2019-06-04 1 2019-06-08 1 2019-06-09 1 2019-07-08 2 2019-07-09 1 2019-08-09 1 2019-08-17 1 2019-09-08 1 2019-11-08 3 Q241 b.Type of product 2965 26 1 Herbicide 657 2 Insecticide 1128 3 Fungicide 766 4 Plant growth regulator, harvest aids,adjuvants 370 5 Nematicides, molluscicides 2 6 Miticides, acaricides 42 Sysmiss 26 Q241 c . Brand product name 2991 0 confidential 2991 Q241 c1. Brand product formulation 1756 0 confidential 1756 CODED VARIABLE - stringcode 2991 0 confidential 2991 CODED VARIABLE - active ingredient1 2991 0 2,4 D 33 2,4-DICHLOROPHENOXIACETIC ACID 2 ABAMECTIN (AVERMECTIN B) 42 ACEPHATE 31 ACETAMIPRID 6 ALKYL POLYETHOXIETHANOL 5 ALPHA-CYPERMETHRIN 10 ATRAZINE 93 AVERMECTINA 2 AZOXYSTROBIN 153 BACILLUS SUBTILIS 1 BENZOVINDIFLUPYR 95 BETA-CYFLUTHRIN 26 BICYCLOPYRONE 1 BIFENTRIN 105 BIXAFEN 2 CARBENDAZIM 20 CHLORANTRANILIPROLE 3 CHLOREPYROPHOS 13 CHLORIMURON-ETHYL 12 CHLOROTHALONIL 6 CHLORPYRIFOS ETHYL 2 CLETHODIM 17 CYFLUTHRIN 2 CYMOXANYLE 10 CYPERMETHRIN 22 CYPROCONAZOLE 36 DICLOSULAM 3 DIFENOCONAZOLE 2 DIFLUBENZURON 5 DIQUAT 6 Do not know 576 EMAMECTIN 36 EMAMECTIN BENZOATE 228 ENDOSULFAN 4 EPOXYCONAZOLE 40 ESTREPTOMICINA 10 FATTY ACIDS 2 FENPROPIMORF 3 FIPRONIL 5 FLUBENDIAMIDE 11 FLUDIOXONIL 6 FLUFENOXURON 2 GIBBERELLIC ACID 10 GLYPHOSATE 231 GLYPHOSATE-POTASSIUM-SALT 44 Has to be code 804 2 IMAZETHAPYR 5 IMIDACLOPRID 72 IMIZAPIRE/IMAZAPYR 1 IODOSULFURON-M 11 LAMBDA CYHALOTHRIN 91 LUFENURON 14 MANCOZEB (VONDOZEB) 29 MEFENOXAM 2 MESOTRIONE 2 METHOMYL 27 METHOXYFENAZIDE 1 METSULFURON-METHYL 2 NIKOSULPHURON 6 OXAMYL 8 PAKLOBUTRAZOLE 14 PARAFFINIC-MINERAL-OIL 22 PARAQUAT 123 PARAQUAT DICHLORIDE 8 PHOSPHOR 2 PICOXYSTROBINE 24 PROFENOFOS 5 PROPICONAZOLE 3 PROTIOKONAZOL 149 QUARTZ 32 S-METOLACHLOR 6 S-METOLACHLORE 1 SOLATENOL 14 TEBUCONAZOLE 46 TEFLUBENZURON 81 TETRACONAZOLE 1 THIAMETHOXAM 197 THIODICARB 5 TRIFLUMERON 2 TRIFLURALIN 4 TRINEXAPAC-E, 3 VEGETAL EXTRACTS 2 CODED VARIABLE - amount of ai1 2357 634 0.005 960 181.787 173.846 CODED VARIABLE - unit (% or Gr) 2372 619 1 g/l 1596 2 percent 776 Sysmiss 619 CODED VARIABLE - active ingredient2 707 0 AZOXYSTROBIN 109 BENZOVINDIFLUPYR 8 BIFENTRIN 4 CYPROCONAZOLE 8 DIFENOCONAZOLE 11 DIQUAT DIBROMYDE 8 Do not know 10 ENDOSULFAN 4 FLUXAPYROXAD 20 HALOXYFOP-P-METHYL-(HALOXYFOP-M)-(HALOXYFOP-R) 3 IMIDACLOPRID 21 INDOL-3-YLBUTYRIC-ACID 4 KREZOXIM-METIL 2 LAMBDA CYHALOTHRIN 22 LUFENURON 11 MANCOZEB (VONDOZEB) 10 METALAXIL-M 6 PICOXYSTROBINE 21 PIRAKLOSTOBIN 3 POLYETHOXY-FATTY-ALCOHOLS 2 POTASSIUM 2 PROFENOFOS 2 PROPICONAZOLE 1 PROTIOKONAZOL 2 PYRACLOSTROBINE 18 QUARTZ 124 S-METOLACHLORE 1 SAFLUFENACIL 2 SIMAZINA 10 TEBUCONAZOLE 5 TEFLUBENZURON 7 THIAMETHOXAM 26 THIENCARBAZONE* 11 THIODICARB 12 TRIFLOXYSTROBINE 197 CODED VARIABLE - amount of ai2 690 2301 0.009 500 150.341 109.404 CODED VARIABLE - active ingredient3 33 0 Do not know 2 OXYTETRACYCLINE* 10 PICOXYSTROBINE 1 PIRAKLOSTOBIN 6 PYRACLOSTROBINE 14 CODED VARIABLE - amount of ai3 36 2955 0.18 200 28.592 41.873 CODED VARIABLE - total amount of ai 1705 1286 0.005 960 222.42 178.949 CODED VARIABLE Q241 d. Dosage ? 2774 217 0.7 8000 649.747 901.184 CODED VARIABLE Q241 e. Unit of quantity 2886 105 1 MILLILITER/HECT 2085 2 GRAM/HECT 801 Sysmiss 105 Q241 f. Amount of H2O solved in LITERS per <HECTARE> 2584 407 0 7410 191.562 551.888 Q241 g. Pest/disease/ weed targeted ? 2990 0 0;0 1 1 1 80 1 99 2 10 abono foliar 17 acaras 1 acaro 2 acaros 35 aceite 6 aceite fijador 2 aceite vegetal 8 actividad microbiana 2 adherente 30 1 adherente silicona 2 aditivo 1 agua 1 alepo 1 alto control en chinches 1 antiestress 1 antietres protector de herbicida 1 1 aplicacion foliar 1 aplicar de forma preventiva 1 1 baquita 3 buba 7 buba;yuyo 1 buja final 1 buva 16 buva o mbu'y 1 buva; hoja ancha 1 buva; mbu'y 1 buva; roya 1 cebadilla 8 ceniza 2 chichas 1 chicnche 2 chicnches 1 chicnhes 1 1 chinche 203 1 1 1 3 3 1 2 1 1 1 1 chinche mosca blanca orugas 1 chinche; oruga 2 chinche; orugas 1 chinches 82 1 chinches;oruga 2 chinches;vaquitas 1 chinchesy vaquitas 1 1 1 1 chupadores 1 chupadores chinchos 1 cihnche 1 coadyuva 1 coadyuvante 30 coadyuvantes 1 cogollero 9 cogollero; orugas 1 coleoptero 1 coleopteros 2 contra enfermedades fungosas 1 contra larvas;incestos 1 control 1 control de chinches 3 control de cogollero 1 control de enfermedad 1 control de enfermedades fungosas 1 control de gusanos 1 control de hoguras 1 control de hongos 1 control de insectos 3 control de larvas 1 control de malezas 10 control de mancha amarillo 1 control de mancha marron 3 control de manchas amarillas 1 control de manchas amrillas 1 control de orugas 2 control de plagas 1 control de raya 1 control sistemico 1 controla enfermedades 1 controla la mancha amarilla 1 copadyuvante 1 corrector de ph 2 cortador 11 cortadoras 1 cortadores 8 cortadores chinche 1 crecimiento 5 de todo 1 desarollo de la hoja 1 desarrollo hoja 1 desecacion 49 desecante 10 desecante de buba 1 dicoserpa 1 don't kn 4 don't know 874 don't know ; no answer 100 ellotis 6 enfermedades es 1 falsa medida 1 falsa medidora 1 falsa medidora pseudoplasia 2 fertilizante 1 floracion 2 foliar 11 foliar estimulante 2 fungicida 2 fungos 2 grachitos soja 1 gusano 93 1 2 1 1 1 8 1 1 8 1 gusano chinche 1 gusano cogollero 18 gusano del suelo 1 gusano helicoberpa 1 gusano hellicoberpa 1 gusano insecticida 1 gusano spodoptera 2 gusano;vaqueta 1 gusanos 16 1 1 gusanos vivoras 1 gusanos; 1 gusanos; chinches 3 gusanos;chinche 1 gusno cogollero 1 haoja ancha 1 helicoberpa 1 helicoptera 1 helicove 1 helicoverpa 2 helicovespa 1 herbas 1 herbicida 2 herbicida contacto 1 herbicida de contacto 1 hierba 2 hierbas 18 1 hierbas anchas;finas 1 1 hierbas finas;gruesas 1 hierbas nachas;finas 1 hierbas todas 1 hierbas;hoja ancha;fina 1 hoja anc 1 hoja ancha 14 1 1 1 1 1 hoja ancha hoja fina 1 hoja ancha;ancha 1 hoja ancha;angosta 1 hoja ancha;fina 7 hoja ancha;fria 1 hoja angosta 2 hoja estrecha 2 hoja fina 3 hoja fina;ancha 2 hojas anchas mbu'y lecherita kaaruru 1 hojas anchas que son lecherita kaaruru 1 hojas anchas; lecherita 2 hojas anchas; mbu'y; navos 1 hojas anchas; navos; mbu'y o buva 1 hojas finas;anchas 1 hongo 3 hongos 93 1 hooja ancha 1 1 hooja fina 1 insectic 1 insecticida 1 insecticidas masticadores 1 insecto 1 insectos 35 2 1 1 1 insectos chupadores o chinches 1 insectos gusanos 1 lagarta 7 lagarto 2 lagartos 1 langosta 4 lecherita 2 lecherita; santa lucia 1 lepidoptera 3 lepidoptero 1 malesas 1 maleza 34 1 1 1 1 maleza h 2 maleza hoja ancha 1 malezas 66 malezas en 4 malezas hoja ancha 9 malezas hojas anchas 1 malezxas 1 mancha 1 1 1 1 manchas 14 manchas ; roya 1 manchas;roya 1 mescla adhesiva 1 mezcla 2 mezcla adherente 2 mezcla ahdesiva 1 mildio 2 monaguillo reberlde 2 mosca blanca 5 1 1 nutricion 1 ongas 1 oprugas 1 orejas 1 oruga 66 1 1 oruga ch 5 oruga chinche 4 oruga chupadora 2 oruga co 1 oruga cortadora 1 oruga oviada 1 oruga vaquita 1 orugas 17 orugas c 2 orugas chupadores 1 orugas e 3 orugas en 3 orugas y 1 orugas; chinches 4 orugas;chinches 2 otras malezas 1 1 paja 2 para ataque de hongos 1 para control de chinches 1 para control de hierbas malas 1 para control de larvas 3 para control de macha marron 1 para control de malezas 3 para control de manchas 1 para control de mosca blancas 1 para control preventivo 1 para control raya 1 para hojas finas;buva 1 para labranza minima control de malezas 1 para prevenir;control chinches 1 para protecion de chinche;otras enfermedades 1 para que acabar con las malas hierbas 1 para tratamiento de larvas 1 para tratamiento de malezas 1 para tratamiento de mosca blanca 1 para tratamiento mosca blanca 1 para tratamiento preventivo 1 pegante 4 plagas 2 1 potenciador fungicida 1 2 prevencion de enfermedades 1 preventi 3 preventivo 2 preventivo curativo 1 preventivo hongos 1 1 1 protector de fungicida 1 protector de fungicion 1 pulgas 2 pulgon 1 1 1 pulgons 1 rama negra 1 raya 3 refuerzo fertilizante 1 regulador de crecimiento 7 regulador de crecimiento foliar 1 rhizoctonia 1 rhizontonia 1 ropya 1 roya 290 2 1 1 1 1 1 1 2 2 roya + fralacto 1 roya de 1 roya de la soya 1 roya; fausferi; spetorias 22 roya; oidio; cercospora; spetoria 27 royal 7 royas 2 rubra 6 sdoptera 1 secante 1 secante buba 2 1 secar buva 1 semilla 1 semilla;antes soja 1 1 sercopora 6 soja 3 soja guacha 3 sorgo de alepo 3 spodeopt 1 spodoplera 2 spodopte 4 spodoptera 19 1 1 1 spodoptera fugiperda 1 spodoptera;otras orugas 2 spodptera 4 toda maleza 1 todas hierbas 2 todas las hierbas 1 todas las malezas 3 todo tipo de malezas 40 todo tipo de malezas en especial hojas finas 2 todo tipo de malezas menos buba;amargoso 4 todo tipo de malezas; menos buba;amargoso 2 todo tipo de yuyo;malezas 2 todo tipo de yuyos menos buba kapi'i pororo 1 todo tipo de yuyos menos buva pipi'i pororo 1 todo tipo malezas 1 todos hongos 2 todsa las hierbas 1 tratamiento de enfermedades 1 tratamiento de maleza 1 3 1 vaquita 2 vaquita verde 2 ysypoi 1 yuyo 12 1 1 yuyoo 1 yuyos 9  helicoverpa; anticarsia; rachiplusia; pseudoplusia;spodoptera; 7 Q241 h. Level of pest/ disease/ weed pressure 2443 548 1 Medium pressure 1230 2 Low pressure 1068 3 High pressure 145 Sysmiss 548 Q241 i. Percentage of the area treated against pests/ diseases/ weeds 2868 123 0 100 97.1 15.099 Q241 j. Percentage of crop free of pests/ diseases/ weeds at harvest (in %) 2470 521 0 100 87.759 20.134 Q241 k. Equipment type ? 1881 1110 1 Motorized boom sprayer 1514 2 Hand operated sprayers (e.g. knapsack), 45 3 Airblast sprayer 48 4 Other 190 5 Granular applicator 84 Sysmiss 1110 Q241 n. What is the timing of the treatment - before crop-emergence or after crop-emergence 1435 1556 1 After crop-emergence (crop already emerged) 1203 2 Before crop-emergence (soil is treated) 232 Sysmiss 1556 CODED VARIABLE Syngenta product? (1 = YES; 0 = NO) 2257 734 1 No 1734 2 Yes 523 Sysmiss 734 Data collection wave 354 0 2014 2019 2016.201 1.692 Syngenta's definition of Region 354 0 latam 354 Syngenta's definition of Territory 354 0 latin america south 354 To which field/plot does the information relate to? 354 0 A 212 B 142 Unique cluster ID 354 0 paraguaymaize1 45 paraguaymaize1+2 52 paraguaymaize2 54 paraguaysoybean1 58 paraguaysoybean1+2 89 paraguaysoybean2 56 Country 354 0 Paraguay 354 Farm type 354 0 bf 276 rf 78 Unique respondent ID 354 0 31100107 2 31100115 2 31100215 2 31100607 2 31100615 2 31101507 2 31101515 2 31101715 2 31101907 2 31101915 6 31102007 1 31102015 2 31102907 2 31102915 2 31103007 2 31103015 2 31103115 6 31103207 6 31103315 2 31103415 8 31103515 2 31103607 2 31103715 2 31103815 4 31103907 3 31104007 3 31200307 2 31200407 2 31200507 2 31200707 2 31200715 2 31200815 2 31200907 2 31200915 2 31201015 2 31201107 2 31201215 2 31201315 2 31201407 2 31201415 2 31201607 2 31201815 2 31202107 2 31202115 2 31202207 2 31202215 2 31202315 2 31202407 2 31202507 2 31202515 2 31202607 2 31202615 2 31202707 2 31202715 2 31202807 2 31203107 2 31203207 2 31203215 2 31203307 2 31203315 2 31203407 2 31203415 2 31203515 2 31203615 2 31203707 2 31203815 2 31203907 7 31204015 4 31204107 2 31204307 2 31204415 2 31204515 2 31204615 2 31204715 2 31204807 2 31204907 2 31205015 2 31205107 2 31205315 2 31205515 2 31205715 2 31205807 2 31206007 2 31206107 3 31206215 5 31206307 2 31206315 5 31206415 2 31206515 6 31206607 2 31206715 5 31206815 4 31206907 2 31207007 2 31207015 1 31207115 2 31207215 3 31207315 7 31207415 6 31207515 4 31207607 2 31207615 6 31207707 2 31207815 7 31207907 2 31208015 6 31208107 6 31208215 2 31208307 2 31208407 2 31208507 2 31208607 2 31208615 2 31208707 4 31208807 3 31208915 4 31209007 2 31209107 2 31209207 3 31209307 2 31209407 3 31209515 4 31209607 1 31209707 1 31209715 1 31209815 2 31209907 4 31210007 3 31210115 2 31221307 1 31221415 1 31221507 1 31221607 1 31221707 1 31221815 1 31221915 1 31222015 1 31222115 1 31222215 1 31223015 2 31223115 2 31223215 1 The crop of focus 354 0 corn 151 soybean 203 Q57. Size of growing area A for <TARG1> in <HECT> 354 0 0.4 3010 311.162 394.224 Q5.Total cultivated area of <TARG1> in this season in <HECT> 354 0 5 6200 591.319 735.745 Q6. Total size of your farm/cultivated area for all crops in <HECT> 350 4 5 7000 816.669 1015.374 Land efficiency in ton/ha 345 9 1.8 10 4.566 1.504 Number of field applications used per ton produced 345 9 0 2.973 0.862 0.646 Kgs of nitrogen used per ton produced 302 52 0 28.333 3.774 3.777 Kgs of phosphorus used per ton produced 303 51 0 32.609 6.032 4.643 Kgs of potassium used per ton produced 303 51 0 85.49 6.089 6.363 Kgs of seeds used per ton produced 331 23 1.75 13953.488 51.481 766.456 Kgs of active ingredients from pesticides used in kilogram per ton produced 299 55 1.33e-05 3.825 0.528 0.591 Kgs of active ingredients from herbicides used per ton produced 305 49 0 2.403 0.382 0.402 Kgs of active ingredients from fungicides used per ton produced 291 63 0 1.029 0.0976 0.16 Kgs of active ingredients from insecticides used per ton produced 304 50 0 2.662 0.0775 0.21 Litres of irrigation water used per ton produced 337 17 0 0 0 0 Amount of labor hours per unit of crop output produced 324 30 0.0127 4.528 0.504 0.621 Amount of machinery used in hours per unit of crop output produced 323 31 0.0127 4.528 0.477 0.615 Percentage of syngenta products used compared to total number of products used 277 77 0 100 20.839 22.46 Does the grower use Syngenta products? 277 77 1 non-user 65 2 exclusive user 10 3 mixed user 202 Sysmiss 77 have received a crop program and/or any recommendations this season? 186 168 1 Did not receive any crop program 43 2 Received a complete crop program 24 3 Received recommendations but not a complete program 119 Sysmiss 168 Date of first field preparation 327 2013-08-06 2019-03-25 2013-08-06 2 2013-08-18 2 2013-08-19 2 2013-08-28 2 2013-08-30 2 2013-09-01 4 2013-09-02 6 2013-09-03 2 2013-09-05 2 2013-09-06 4 2013-09-07 2 2013-09-10 6 2013-09-11 2 2013-09-12 2 2013-09-15 4 2014-01-15 4 2014-01-16 2 2014-01-18 2 2014-01-19 4 2014-01-20 2 2014-01-21 2 2014-01-22 2 2014-01-27 2 2014-02-14 2 2014-02-15 2 2014-02-26 4 2014-04-25 2 2014-05-05 1 2014-06-15 2 2014-07-21 2 2014-08-01 4 2014-08-05 1 2014-08-13 1 2014-08-15 2 2014-08-18 2 2014-08-20 5 2014-08-25 1 2014-08-30 1 2014-09-01 6 2014-09-03 2 2014-09-04 2 2014-09-05 7 2014-09-10 4 2014-09-13 1 2014-09-14 1 2014-09-15 3 2014-09-20 2 2014-09-22 3 2014-09-27 1 2014-09-28 2 2014-10-01 2 2014-11-15 1 2014-12-14 1 2015-01-08 2 2015-02-01 2 2015-07-21 1 2015-08-01 3 2015-08-07 2 2015-08-08 1 2015-08-20 2 2015-08-28 1 2015-08-30 2 2015-09-01 2 2015-09-02 2 2015-09-05 4 2015-09-07 3 2015-09-10 2 2015-09-20 5 2015-10-08 1 2015-10-15 1 2016-01-15 1 2016-01-18 2 2016-01-20 1 2016-01-22 1 2016-01-25 1 2016-01-28 1 2016-02-05 2 2016-02-11 1 2016-02-12 1 2016-02-14 1 2016-02-15 1 2016-02-18 1 2016-02-20 2 2016-07-15 1 2016-08-01 2 2016-08-03 1 2016-08-06 2 2016-08-09 1 2016-08-10 3 2016-08-12 2 2016-08-13 2 2016-08-15 7 2016-08-16 3 2016-08-28 1 2016-09-06 2 2016-09-12 2 2016-09-20 1 2016-10-01 1 2016-12-18 1 2016-12-20 1 2017-01-15 1 2017-01-20 3 2017-01-21 1 2017-01-22 1 2017-01-25 1 2017-01-28 1 2017-01-31 1 2017-02-04 1 2017-02-15 2 2017-02-19 1 2017-03-01 1 2017-08-01 3 2017-08-04 1 2017-08-08 1 2017-08-10 3 2017-08-15 4 2017-08-20 1 2017-08-23 1 2017-08-25 1 2017-08-26 2 2017-09-05 2 2017-09-10 2 2017-09-12 1 2017-09-18 1 2017-09-20 1 2017-09-24 1 2017-10-01 1 2017-10-07 1 2017-10-24 1 2017-12-07 1 2017-12-10 1 2018-01-01 1 2018-01-10 1 2018-01-11 1 2018-01-15 2 2018-01-16 1 2018-01-20 5 2018-01-25 1 2018-01-28 1 2018-02-10 1 2018-02-20 1 2018-08-08 1 2018-08-10 1 2018-08-13 5 2018-08-15 14 2018-08-25 3 2018-09-01 1 2018-09-08 1 2018-09-15 1 2018-09-20 1 2018-10-01 1 2018-10-13 1 2018-12-20 1 2018-12-26 1 2018-12-27 2 2019-01-03 1 2019-01-06 1 2019-01-08 2 2019-01-15 2 2019-01-22 1 2019-01-25 1 2019-02-07 1 2019-02-10 1 2019-02-12 1 2019-02-15 1 2019-02-21 1 2019-03-05 1 2019-03-25 1 Date of sowing or planting 349 2013-08-19 2019-12-28 2013-08-19 2 2013-09-02 2 2013-09-05 6 2013-09-06 4 2013-09-07 4 2013-09-09 4 2013-09-10 4 2013-09-12 2 2013-09-13 2 2013-09-14 2 2013-09-15 4 2013-09-17 2 2013-09-25 1 2013-10-15 4 2013-10-25 1 2014-01-15 4 2014-01-16 2 2014-01-18 2 2014-01-19 4 2014-01-20 2 2014-01-21 2 2014-01-22 2 2014-01-27 2 2014-02-14 2 2014-02-15 2 2014-02-26 4 2014-08-05 1 2014-08-10 2 2014-08-13 1 2014-08-30 2 2014-09-01 5 2014-09-02 2 2014-09-03 3 2014-09-05 9 2014-09-07 1 2014-09-09 1 2014-09-10 8 2014-09-14 2 2014-09-15 4 2014-09-18 4 2014-09-20 3 2014-09-22 5 2014-09-28 2 2014-10-01 4 2014-10-20 1 2014-11-25 1 2014-12-24 1 2015-01-08 2 2015-02-01 2 2015-04-10 1 2015-08-01 1 2015-08-08 1 2015-08-28 1 2015-09-01 2 2015-09-02 1 2015-09-05 1 2015-09-07 3 2015-09-08 4 2015-09-09 1 2015-09-10 5 2015-09-15 3 2015-09-20 5 2015-09-28 1 2015-09-30 1 2015-10-10 3 2015-10-15 1 2015-10-20 1 2016-01-08 1 2016-01-15 3 2016-01-18 2 2016-01-20 5 2016-01-22 1 2016-01-24 2 2016-01-25 2 2016-01-28 2 2016-02-05 1 2016-02-09 1 2016-02-11 1 2016-02-12 2 2016-02-14 1 2016-02-15 2 2016-02-16 1 2016-02-18 1 2016-02-20 2 2016-02-25 1 2016-02-29 1 2016-08-15 1 2016-09-01 3 2016-09-03 1 2016-09-06 2 2016-09-07 2 2016-09-08 2 2016-09-09 2 2016-09-10 2 2016-09-12 1 2016-09-13 2 2016-09-15 8 2016-09-16 2 2016-09-20 1 2016-09-25 1 2016-10-05 1 2016-10-10 1 2016-10-15 1 2017-01-03 1 2017-01-08 1 2017-01-20 2 2017-02-01 1 2017-02-04 1 2017-02-05 2 2017-02-06 1 2017-02-09 1 2017-02-10 1 2017-02-13 1 2017-02-15 2 2017-02-25 1 2017-03-01 1 2017-09-01 5 2017-09-04 1 2017-09-05 2 2017-09-08 1 2017-09-10 6 2017-09-12 1 2017-09-15 4 2017-09-18 1 2017-09-21 1 2017-09-24 1 2017-10-01 1 2017-10-07 1 2017-10-10 1 2017-10-17 1 2017-10-24 1 2018-01-01 1 2018-01-07 1 2018-01-10 2 2018-01-15 2 2018-01-16 1 2018-01-19 1 2018-01-20 5 2018-01-28 1 2018-02-10 1 2018-02-20 1 2018-02-25 1 2018-08-10 1 2018-09-01 1 2018-09-02 1 2018-09-08 4 2018-09-09 3 2018-09-10 4 2018-09-11 1 2018-09-12 1 2018-09-13 1 2018-09-15 2 2018-09-18 3 2018-09-19 5 2018-09-20 1 2018-10-08 1 2018-10-13 1 2018-12-26 2 2019-01-12 1 2019-01-20 2 2019-01-22 1 2019-01-25 1 2019-02-06 1 2019-02-07 1 2019-02-10 1 2019-02-12 1 2019-02-13 2 2019-02-15 1 2019-02-21 1 2019-02-27 1 2019-03-05 1 2019-03-25 1 2019-12-28 1 Date when harvest started 354 2014-01-01 2019-08-17 2014-01-01 4 2014-01-06 2 2014-01-10 2 2014-01-13 1 2014-01-25 3 2014-01-27 1 2014-01-31 2 2014-02-01 5 2014-02-05 1 2014-02-06 1 2014-02-07 1 2014-02-09 1 2014-02-10 3 2014-02-11 2 2014-02-15 4 2014-02-22 1 2014-02-24 1 2014-02-25 1 2014-02-26 1 2014-03-01 2 2014-03-10 2 2014-03-15 1 2014-03-20 1 2014-03-31 1 2014-06-03 1 2014-06-06 1 2014-06-09 1 2014-06-28 1 2014-06-29 1 2014-07-01 3 2014-07-02 1 2014-07-05 1 2014-07-07 1 2014-07-10 1 2014-07-15 3 2014-07-20 1 2014-08-03 2 2014-08-05 1 2014-08-06 1 2014-08-07 1 2014-08-20 1 2014-08-26 1 2014-08-30 3 2014-08-31 1 2014-09-02 1 2014-12-30 1 2015-01-01 5 2015-01-02 1 2015-01-05 3 2015-01-08 2 2015-01-10 9 2015-01-15 4 2015-01-20 11 2015-01-21 2 2015-01-25 4 2015-01-28 2 2015-01-30 4 2015-01-31 2 2015-02-01 7 2015-02-05 2 2015-02-10 1 2015-02-15 2 2015-02-22 1 2015-04-15 1 2015-04-29 2 2015-05-20 1 2015-09-30 2 2016-01-01 2 2016-01-06 2 2016-01-10 4 2016-01-15 6 2016-01-18 1 2016-01-20 6 2016-01-24 2 2016-01-25 2 2016-01-29 1 2016-02-02 1 2016-02-03 1 2016-02-05 4 2016-02-10 9 2016-03-05 1 2016-05-17 2 2016-05-30 2 2016-06-03 2 2016-06-15 3 2016-06-17 1 2016-06-20 2 2016-06-28 4 2016-07-08 1 2016-07-10 1 2016-07-12 1 2016-07-15 3 2016-07-16 1 2016-07-20 5 2016-08-10 2 2017-01-15 1 2017-01-20 1 2017-01-24 2 2017-01-26 1 2017-01-28 1 2017-01-30 4 2017-02-01 3 2017-02-02 2 2017-02-07 1 2017-02-10 3 2017-02-11 1 2017-02-14 2 2017-02-15 1 2017-02-16 2 2017-02-20 2 2017-02-21 1 2017-02-25 2 2017-03-01 1 2017-04-28 1 2017-06-15 1 2017-07-01 1 2017-07-10 2 2017-07-14 1 2017-07-16 1 2017-07-20 2 2017-07-24 1 2017-07-25 3 2017-07-26 1 2017-07-28 1 2017-08-08 1 2018-01-03 1 2018-01-04 1 2018-01-05 2 2018-01-10 3 2018-01-15 1 2018-01-20 2 2018-01-22 2 2018-01-31 2 2018-02-01 1 2018-02-02 1 2018-02-03 1 2018-02-09 1 2018-02-10 3 2018-02-15 2 2018-02-20 2 2018-02-25 2 2018-04-19 1 2018-05-15 1 2018-05-20 1 2018-05-29 1 2018-06-28 1 2018-07-01 4 2018-07-05 2 2018-07-08 1 2018-07-15 1 2018-07-16 2 2018-07-18 2 2018-08-01 1 2018-12-30 1 2019-01-01 1 2019-01-02 4 2019-01-03 2 2019-01-04 3 2019-01-06 1 2019-01-07 2 2019-01-12 2 2019-01-15 2 2019-01-16 1 2019-01-23 1 2019-01-25 3 2019-02-05 2 2019-02-20 1 2019-03-01 2 2019-03-06 1 2019-03-07 1 2019-06-19 2 2019-06-25 1 2019-06-29 1 2019-07-01 2 2019-07-17 1 2019-07-31 1 2019-08-04 1 2019-08-09 1 2019-08-10 1 2019-08-12 1 2019-08-13 1 2019-08-14 1 2019-08-15 3 2019-08-17 2 Date when harvest ended 354 2014-01-01 2019-08-24 2014-01-01 4 2014-01-06 2 2014-01-10 2 2014-01-13 1 2014-01-25 3 2014-01-27 1 2014-01-31 2 2014-02-01 5 2014-02-05 1 2014-02-06 1 2014-02-07 1 2014-02-09 1 2014-02-10 3 2014-02-11 2 2014-02-15 4 2014-02-22 1 2014-02-24 1 2014-02-25 1 2014-02-26 1 2014-03-01 1 2014-03-10 2 2014-03-15 1 2014-03-20 1 2014-04-01 1 2014-04-30 1 2014-06-06 1 2014-06-09 1 2014-06-28 1 2014-06-29 1 2014-07-01 3 2014-07-02 1 2014-07-03 1 2014-07-05 1 2014-07-07 1 2014-07-10 1 2014-07-15 3 2014-07-20 1 2014-08-03 2 2014-08-05 1 2014-08-06 1 2014-08-07 1 2014-08-20 1 2014-08-26 1 2014-08-30 2 2014-08-31 2 2014-09-02 1 2015-01-02 1 2015-01-15 1 2015-01-20 3 2015-01-25 2 2015-01-28 2 2015-01-30 1 2015-02-01 4 2015-02-07 1 2015-02-10 3 2015-02-15 2 2015-02-20 11 2015-02-23 1 2015-02-25 3 2015-02-27 3 2015-02-28 15 2015-03-10 4 2015-03-20 2 2015-03-30 2 2015-04-06 1 2015-04-11 1 2015-06-06 1 2015-06-08 2 2015-06-10 1 2015-10-30 2 2016-01-20 3 2016-01-25 2 2016-01-29 2 2016-01-30 1 2016-02-03 1 2016-02-05 2 2016-02-07 1 2016-02-10 6 2016-02-14 3 2016-02-15 4 2016-02-20 4 2016-02-25 2 2016-02-29 4 2016-03-05 3 2016-03-07 2 2016-05-17 2 2016-06-20 4 2016-06-25 1 2016-06-28 1 2016-07-02 2 2016-07-11 1 2016-07-15 1 2016-07-18 2 2016-07-20 1 2016-07-23 2 2016-07-29 2 2016-07-30 2 2016-08-01 1 2016-08-05 2 2016-08-06 2 2016-08-10 4 2016-08-30 2 2017-01-17 1 2017-01-23 1 2017-02-10 1 2017-02-12 1 2017-02-14 1 2017-02-15 3 2017-02-16 1 2017-02-24 1 2017-02-25 2 2017-02-28 5 2017-03-01 3 2017-03-03 1 2017-03-10 2 2017-03-12 1 2017-03-15 3 2017-03-20 2 2017-03-25 2 2017-04-29 1 2017-06-15 1 2017-07-14 1 2017-07-16 1 2017-07-17 1 2017-07-18 1 2017-07-29 3 2017-07-31 1 2017-08-08 1 2017-08-09 1 2017-08-10 1 2017-08-15 2 2017-08-20 1 2018-01-30 2 2018-01-31 1 2018-02-03 1 2018-02-09 1 2018-02-10 3 2018-02-15 2 2018-02-17 1 2018-02-18 1 2018-02-19 1 2018-02-20 1 2018-02-21 1 2018-02-22 4 2018-02-25 3 2018-02-28 4 2018-03-10 1 2018-05-09 1 2018-05-30 1 2018-06-20 1 2018-07-05 1 2018-07-20 2 2018-07-21 2 2018-07-28 1 2018-07-30 2 2018-08-01 1 2018-08-03 1 2018-08-10 1 2018-08-20 4 2019-01-20 1 2019-01-24 1 2019-01-26 6 2019-01-27 3 2019-01-28 2 2019-01-31 1 2019-02-05 1 2019-02-23 1 2019-02-24 2 2019-02-25 3 2019-02-26 1 2019-03-01 1 2019-03-10 1 2019-03-12 1 2019-03-16 1 2019-03-18 1 2019-03-23 1 2019-03-26 1 2019-03-29 1 2019-06-21 1 2019-06-25 1 2019-06-26 1 2019-06-29 1 2019-07-08 2 2019-07-18 1 2019-08-01 1 2019-08-14 2 2019-08-16 1 2019-08-17 1 2019-08-20 1 2019-08-21 1 2019-08-22 3 2019-08-23 1 2019-08-24 1 Data collection wave 305 0 2015 2019 2017.174 1.448 To which field/plot does the information relate to? 305 0 1 A 208 2 B 97 Unique cluster ID 305 0 ParaguayMaize1 29 ParaguayMaize1+2 80 ParaguayMaize2 14 ParaguaySoybean1 14 ParaguaySoybean1+2 146 ParaguaySoybean2 22 Country 305 0 Paraguay 305 Farm Type 305 0 BF 243 RF 62 Unique respondent ID 305 0 31100107 2 31100607 2 31101507 2 31101907 2 31101915 2 31102007 2 31102907 2 31103007 2 31103115 7 31103207 5 31103415 8 31103607 3 31103715 2 31103815 7 31103907 8 31104007 4 31200707 2 31200907 2 31201415 2 31202107 3 31202215 2 31202607 2 31202715 2 31203215 2 31203315 2 31203415 2 31203707 2 31203815 6 31203907 8 31204015 2 31204107 4 31204307 2 31204415 2 31204515 2 31204615 2 31204715 2 31204807 2 31204907 2 31205015 2 31205107 2 31205315 2 31205515 2 31205715 2 31205807 2 31206107 3 31206215 5 31206315 5 31206515 10 31206715 3 31206815 2 31207015 2 31207215 1 31207315 10 31207415 7 31207515 4 31207615 8 31207815 7 31208015 9 31208107 5 31208615 2 31208707 4 31208807 3 31208915 5 31209007 3 31209107 4 31209207 7 31209307 5 31209407 6 31209515 13 31209607 1 31209707 1 31209715 2 31209815 12 31209907 5 31210007 5 31210115 2 31221307 1 31221415 1 31221507 1 31221607 1 31221707 1 31221815 1 31221915 1 31222015 1 31222115 1 31222215 1 31223015 2 31223115 2 31223215 1 Unique code of a product that was applied 305 0 1 210 2 67 3 19 4 5 5 2 6 2 The crop of focus 305 0 Corn 123 Soybean 182 293 2014-04-25 2019-11-08 2014-04-25 2 2014-08-01 2 2014-08-05 1 2014-08-20 2 2014-08-30 1 2014-09-01 4 2014-09-02 2 2014-09-03 2 2014-09-04 2 2014-09-05 7 2014-09-10 6 2014-09-14 2 2014-09-15 3 2014-09-18 3 2014-09-20 3 2014-09-22 4 2014-09-28 2 2014-09-29 2 2014-10-01 3 2014-10-24 1 2014-11-15 1 2014-12-14 1 2015-01-08 2 2015-02-01 2 2015-04-10 2 2015-08-15 1 2015-09-01 1 2015-09-02 1 2015-09-15 2 2015-09-20 1 2015-09-22 1 2015-09-30 4 2015-10-20 1 2016-07-15 1 2016-09-01 4 2016-09-03 1 2016-09-06 2 2016-09-07 2 2016-09-08 4 2016-09-09 2 2016-09-10 2 2016-09-12 2 2016-09-13 3 2016-09-15 9 2016-09-16 2 2016-09-20 1 2016-09-25 1 2016-10-05 2 2016-10-10 3 2016-10-12 1 2016-10-15 2 2016-10-20 1 2016-10-25 1 2016-11-10 1 2017-01-03 1 2017-01-08 1 2017-01-18 1 2017-01-20 8 2017-01-21 1 2017-01-22 1 2017-01-25 1 2017-02-01 1 2017-02-04 1 2017-02-05 1 2017-02-08 2 2017-02-09 1 2017-02-13 1 2017-02-15 2 2017-02-25 1 2017-03-01 1 2017-03-04 2 2017-03-15 1 2017-08-01 2 2017-08-10 1 2017-08-15 3 2017-09-01 3 2017-09-05 2 2017-09-08 3 2017-09-10 17 2017-09-12 1 2017-09-15 3 2017-09-18 1 2017-09-20 1 2017-09-21 1 2017-09-24 1 2017-10-01 1 2017-10-05 2 2017-10-07 1 2017-10-10 3 2017-10-12 2 2017-10-16 2 2017-10-17 1 2017-10-20 1 2017-10-24 2 2017-11-12 1 2017-11-17 1 2017-11-20 1 2017-11-30 1 2017-12-11 1 2018-01-01 2 2018-01-07 1 2018-01-10 2 2018-01-15 4 2018-01-16 1 2018-01-19 1 2018-01-20 6 2018-01-25 2 2018-01-28 1 2018-02-09 2 2018-02-10 3 2018-02-12 1 2018-02-15 1 2018-02-16 1 2018-02-20 1 2018-03-15 1 2018-08-08 1 2018-08-09 1 2018-08-13 1 2018-08-15 4 2018-08-22 1 2018-08-25 1 2018-08-27 1 2018-09-01 1 2018-09-02 1 2018-09-05 1 2018-09-08 4 2018-09-09 4 2018-09-10 3 2018-09-12 1 2018-09-15 1 2018-09-16 2 2018-09-19 1 2018-09-20 1 2018-10-01 1 2018-10-08 2 2018-10-13 1 2018-10-27 1 2018-11-06 1 2019-01-08 1 2019-01-10 3 2019-01-22 1 2019-01-25 3 2019-02-07 1 2019-02-10 1 2019-02-12 1 2019-02-15 1 2019-02-21 1 2019-03-04 1 2019-03-05 1 2019-03-25 1 2019-06-04 1 2019-06-06 1 2019-11-08 1 Q229C b.Type of product 305 0 1 Chemical fertilizer 297 2 Organic fertilizer 8 Q229C d. Dosage (in KG/HECT or LITER/HECT) 299 6 0.1 3000 225.662 340.716 Q229C e. Unit of quantity 301 0 KG/HECT 286 LITER/HECT 15 Q229C f. Amount of H2O solved in LITERS per HECT 220 85 0 2000 41.682 198.231 Q229C g. Percentage N (in %) 270 35 0 60 7.924 9.049 Q229C h. Percentage P (P2O5) (in %) 270 35 0 60 20.958 15.049 Q229C i. Percentage K (K2O) (in %) 270 35 0 60 13.375 16.361 Q229C j. Equipment type 225 0 Granular applicator 72 Hand operated sprayers (e.g. knapsack), 45 Motorized boom sprayer 98 Other 10 Syngenta definition of territory (sub-region) 354 0 latin america south 354 Country 354 0 Paraguay 354 Unique cluster ID 354 0 paraguaymaize1 45 paraguaymaize1+2 52 paraguaymaize2 54 paraguaysoybean1 58 paraguaysoybean1+2 89 paraguaysoybean2 56 Unique respondent ID 354 0 31100107 2 31100115 2 31100215 2 31100607 2 31100615 2 31101507 2 31101515 2 31101715 2 31101907 2 31101915 6 31102007 1 31102015 2 31102907 2 31102915 2 31103007 2 31103015 2 31103115 6 31103207 6 31103315 2 31103415 8 31103515 2 31103607 2 31103715 2 31103815 4 31103907 3 31104007 3 31200307 2 31200407 2 31200507 2 31200707 2 31200715 2 31200815 2 31200907 2 31200915 2 31201015 2 31201107 2 31201215 2 31201315 2 31201407 2 31201415 2 31201607 2 31201815 2 31202107 2 31202115 2 31202207 2 31202215 2 31202315 2 31202407 2 31202507 2 31202515 2 31202607 2 31202615 2 31202707 2 31202715 2 31202807 2 31203107 2 31203207 2 31203215 2 31203307 2 31203315 2 31203407 2 31203415 2 31203515 2 31203615 2 31203707 2 31203815 2 31203907 7 31204015 4 31204107 2 31204307 2 31204415 2 31204515 2 31204615 2 31204715 2 31204807 2 31204907 2 31205015 2 31205107 2 31205315 2 31205515 2 31205715 2 31205807 2 31206007 2 31206107 3 31206215 5 31206307 2 31206315 5 31206415 2 31206515 6 31206607 2 31206715 5 31206815 4 31206907 2 31207007 2 31207015 1 31207115 2 31207215 3 31207315 7 31207415 6 31207515 4 31207607 2 31207615 6 31207707 2 31207815 7 31207907 2 31208015 6 31208107 6 31208215 2 31208307 2 31208407 2 31208507 2 31208607 2 31208615 2 31208707 4 31208807 3 31208915 4 31209007 2 31209107 2 31209207 3 31209307 2 31209407 3 31209515 4 31209607 1 31209707 1 31209715 1 31209815 2 31209907 4 31210007 3 31210115 2 31221307 1 31221415 1 31221507 1 31221607 1 31221707 1 31221815 1 31221915 1 31222015 1 31222115 1 31222215 1 31223015 2 31223115 2 31223215 1 To which field/plot does the information relate to? 354 0 a 212 b 142 Farmtype 354 0 bf 276 rf 78 Q1.C3. Since you have participated before, we’d like to share with you your individual performance report 100 254 1 not so useful 9 2 very useful 52 3 rather useful 39 Sysmiss 254 210 144 1 yes 208 2 no 2 Sysmiss 144 Crop of focus 354 0 corn 151 soybean 203 Q56A2. Growing area changed from previous year- did not plant this area due to crop rotation 1 353 1 mentioned 1 Sysmiss 353 Q57A. How certain you are of the size indication for growing area A? 136 0 The size indicated is an estimate 46 The size indicated was measured by a third party 74 other specify: 4 the size indicated is based on my own measurement 12 Q4055. TON/HEC Yield objective for area A for <CROP> at beginning of this season? 145 209 1.8 8 4.34 1.432 Q19. Surname 354 0 confidential 354 Q20. First name 350 0 confidential 350 Q21. Phone number 284 0 confidential 284 Q22. E-mail address 157 0 confidential 157 Q27. Year of birth 286 68 1923 1999 1957.21 20.33 Q28. Gender 286 68 1 male 281 2 female 5 Sysmiss 68 Q31. Until what age did you go to school? 281 73 5 31 18.274 4.176 Q30. Are you a full-time or part-time farmer? 284 70 1 Full-time grower 261 2 Part-time grower 23 Sysmiss 70 Q30. B. How long have you been engaged in farming activities? 141 213 1 62 23.213 11.847 Q33. Did you receive an agronomical/agricultural education? 286 68 1 no 164 2 yes 122 Sysmiss 68 Q34. Are you a member of a producer group, association or cooperative for <CROP>? 286 68 1 no 61 2 yes 225 Sysmiss 68 Q35. C. Overall, how satisfied would you say you are with your life these days? 276 0 03 1 05 3 06 3 07 72 08 89 09 48 10 very satisfied 60 Q37.A. Do you have signs of soil erosion by water on 282 72 1 no 154 2 yes 128 Sysmiss 72 Q37.B. Do you have signs of soil erosion by wind on your farm? 282 72 1 yes 27 2 no 255 Sysmiss 72 Q7001. Have you changed your tillage practices for <TARGET CROP> in the past 20 years? 141 213 1 yes 109 2 no 32 Sysmiss 213 Q7002. How did you change your tillage practices for <TARGET CROP>? 109 245 1 don’t know/ no answer 2 2 from conventional tillage to reduced tillage 8 3 from no tillage to reduced tillage 1 4 from conventional tillage to no tillage 64 5 from reduced tillage to no tillage 32 6 from reduced to conventional tillage 2 Sysmiss 245 ?]]> 109 245 1 30 15.018 7.921 Q7004. Have you grown cover crop to manage soil health in the past 20 years for <CROP>? 141 213 1 no 15 2 yes 126 Sysmiss 213 Q7005. How many years ago did you start growing a cover crop for <TARGET CROP> ? 124 230 0 40 14.79 9.022 Q7006 Have you stopped growing a cover crop in the past 20 years for <TARGET CROP>? 141 213 1 no 117 2 yes 24 Sysmiss 213 Q7007. How many years ago did you stop growing a cover crop for <TARGET CROP>? 22 332 1 30 7.773 9.186 Q7008. For <Crop> was any land converted from arable land/grassland/forest in the past 20 years? 141 213 1 no 56 2 yes 85 Sysmiss 213 Q7009. How did the use of your land change for <TARGET CROP>? 85 269 1 from grassland to forest 3 2 from grassland to arable land 13 3 from forest to grassland 5 4 from forest to arable land 60 5 from arable land to forest 4 Sysmiss 269 Q7010. How many years ago did the function of your land change for <TARGET CROP>? 83 271 1 95 18.783 14.117 ?]]> 286 68 1 yes 101 2 no 185 Sysmiss 68 Q66. Which crops do you intercrop? Corn 182 172 1 mentioned 96 2 not mentioned 86 Sysmiss 172 Q66. Which crops do you intercrop? Oilseed rape 182 172 1 not mentioned 177 2 mentioned 5 Sysmiss 172 Q66. Which crops do you intercrop? Soybean 182 172 1 not mentioned 85 2 mentioned 97 Sysmiss 172 Q66. Which crops do you intercrop? Stone fruit 182 172 1 not mentioned 181 2 mentioned 1 Sysmiss 172 Q66. Which crops do you intercrop? Sunflower 182 172 1 not mentioned 180 2 mentioned 2 Sysmiss 172 Q66. Which crops do you intercrop? Wheat 182 172 1 mentioned 51 2 not mentioned 131 Sysmiss 172 Q66. Which crops do you intercrop? Millet 182 172 1 not mentioned 181 2 mentioned 1 Sysmiss 172 Q66. Which crops do you intercrop? Oats 182 172 1 not mentioned 177 2 mentioned 5 Sysmiss 172 Q66. Which crops do you intercrop? Sorghum 180 174 1 not mentioned 177 2 mentioned 3 Sysmiss 174 Q66. Which crops do you intercrop? Other specify 1 182 172 1 not mentioned 179 2 mentioned 3 Sysmiss 172 Q66. Which crops do you intercrop? Other specify 2 182 172 1 not mentioned 179 2 mentioned 3 Sysmiss 172 Q60. Do you rotate crops on growing area A for <TARGET CROP>? 284 70 1 yes 276 2 no 8 Sysmiss 70 Q61. What crops are you cultivating in rotation? Apples 282 72 1 not mentioned 280 2 mentioned 2 Sysmiss 72 Q61. What crops are you cultivating in rotation? Banana 282 72 1 not mentioned 281 2 mentioned 1 Sysmiss 72 Q61. What crops are you cultivating in rotation? Barley 282 72 1 mentioned 1 2 not mentioned 281 Sysmiss 72 Q61. What crops are you cultivating in rotation? Cauliflower 282 72 1 not mentioned 281 2 mentioned 1 Sysmiss 72 Q61. What crops are you cultivating in rotation? Corn 282 72 1 mentioned 200 2 not mentioned 82 Sysmiss 72 Q61. What crops are you cultivating in rotation? Cotton 282 72 1 not mentioned 281 2 mentioned 1 Sysmiss 72 Q61. What crops are you cultivating in rotation? Oilseed rape 282 72 1 not mentioned 247 2 mentioned 35 Sysmiss 72 Q61. What crops are you cultivating in rotation? Soybean 282 72 1 not mentioned 80 2 mentioned 202 Sysmiss 72 Q61. What crops are you cultivating in rotation? Sunflower 282 72 1 not mentioned 276 2 mentioned 6 Sysmiss 72 Q61. What crops are you cultivating in rotation? Wheat 282 72 1 mentioned 131 2 not mentioned 151 Sysmiss 72 Q61. What crops are you cultivating in rotation? Carrot 282 72 1 not mentioned 281 2 mentioned 1 Sysmiss 72 Q61. What crops are you cultivating in rotation? Millet 282 72 1 not mentioned 279 2 mentioned 3 Sysmiss 72 Q61. What crops are you cultivating in rotation? Oats 282 72 1 not mentioned 258 2 mentioned 24 Sysmiss 72 Q61. What crops are you cultivating in rotation? Sorghum 235 119 1 not mentioned 230 2 mentioned 5 Sysmiss 119 Q61. What crops are you cultivating in rotation? Other. Specify 1 282 72 1 mentioned 48 2 not mentioned 234 Sysmiss 72 Q61. What crops are you cultivating in rotation? Other. Specify 2 282 72 1 not mentioned 258 2 mentioned 24 Sysmiss 72 Q61. What crops are you cultivating in rotation? Other. Specify 3 282 72 1 not mentioned 271 2 mentioned 11 Sysmiss 72 Q61. What crops are you cultivating in rotation? Don’t know / no answer 282 72 1 not mentioned 281 2 mentioned 1 Sysmiss 72 Q67. What is the soil type of growing area A for <TARGET CROP>? 348 6 1 sandy clay soil 16 2 silty clay soil 11 3 clay soil 209 4 clay loam soil 60 5 sandy loam soil 3 6 silty clay loam soil 10 7 silt loam soil 2 8 loam soil 2 9 sand soil 2 10 other. specify: 31 11 silt soil 2 Sysmiss 6 Q67B. Texture is your soil on growing area A for <TARGET CROP> this season? 144 210 1 light - this includes sandy soils that are easy to 26 2 medium - this includes loamy soils that are moderately 62 3 heavy - this includes clayey soils that are hard 56 Sysmiss 210 Q7011. How moist would rate your soil on growing area A for <TARGET CROP> this season? 141 213 1 moist 89 2 dry 52 Sysmiss 213 Q7012 Rate the drainage of water through the soil on area A for <TARGET CROP> this season? 141 213 1 good drainage 108 2 poor drainage 33 Sysmiss 213 Q55E1.Partook in training/meeting on crop/agricultural practices in the past 2 years? 210 144 1 no 36 2 yes 174 Sysmiss 144 Q5500. During the training/meeting, at least 15 minutes talking about safe-use practices 119 235 1 yes 115 2 no 4 Sysmiss 235 Q55E2. Who organized this training? Syngenta representative 119 235 1 not mentioned 80 2 mentioned 39 Sysmiss 235 Q55E2. Who organized this training? Internet 119 235 1 not mentioned 112 2 mentioned 7 Sysmiss 235 Q55E2. Who organized this training? Extension officer 119 235 1 not mentioned 108 2 mentioned 11 Sysmiss 235 Q55E2. Who organized this training? Cooperative 119 235 1 not mentioned 35 2 mentioned 84 Sysmiss 235 Q55E2. Who organized this training? Agronomist/advisor 119 235 1 not mentioned 88 2 mentioned 31 Sysmiss 235 Q55E2. Who organized this training? Supplier 119 235 1 not mentioned 82 2 mentioned 37 Sysmiss 235 Q55E2. Who organized this training? Governmental organization (e.g. Ministry) 119 235 1 mentioned 11 2 not mentioned 108 Sysmiss 235 Q55E2. Who organized this training? Other specify 1: 119 235 1 not mentioned 111 2 mentioned 8 Sysmiss 235 Q55E2. Who organized this training? Don’t know / no answer 119 235 1 not mentioned 114 2 mentioned 5 Sysmiss 235 Q5501. Have you been contacted by a Syngenta representative during the past season? 141 213 1 yes 73 2 no 68 Sysmiss 213 Q5502. Can you describe how the Syngenta representative contacted you? Demonstration day 73 281 1 not mentioned 48 2 mentioned 25 Sysmiss 281 Q5502. Can you describe how the Syngenta representative contacted you? They visited my farm 73 281 1 not mentioned 26 2 mentioned 47 Sysmiss 281 Q5502. Can you describe how the Syngenta representative contacted you? Received a brochure 73 281 1 not mentioned 43 2 mentioned 30 Sysmiss 281 Q5502. Can you describe how the Syngenta representative contacted you? Phone call 73 281 1 mentioned 52 2 not mentioned 21 Sysmiss 281 Q5502. Can you describe how the Syngenta representative contacted you? E-mail communication 73 281 1 not mentioned 52 2 mentioned 21 Sysmiss 281 Q5502. Can you describe how the Syngenta representative contacted you? Don’t know / no answer 73 281 1 not mentioned 71 2 mentioned 2 Sysmiss 281 Q5503. How useful was contact with the Syngenta Representative 71 283 1 rather useful 44 2 very useful 25 3 not very useful 2 Sysmiss 283 Q4041.A. Do you feel the need to follow training on crop cultivation in the near future? 143 211 1 no 16 2 yes 127 Sysmiss 211 Q54. Where do you deposit the rest water after spraying? Citerne (phytobac, heliosec, sentinel, biofilter) 72 282 1 Mentioned 38 2 Not mentioned 34 Sysmiss 282 Q54. Where do you deposit the rest water after spraying? In fields 36 318 1 Mentioned 36 Sysmiss 318 Q54. Where do you deposit the rest water after spraying? In rivers, streams, drain or via the ditch 2 352 1 Mentioned 2 Sysmiss 352 Q54. Where do you deposit the rest water after spraying? Other specify 1: 18 336 1 Mentioned 18 Sysmiss 336 Q54. Where do you deposit the rest water after spraying? Don’t know / no answer 16 338 1 Mentioned 16 Sysmiss 338 Q54. Other 1:: Q54. Where do you deposit the rest water after spraying? 18 0 NO TIENEN RESTO 18 Q55a. Where do you clean your sprain equipment? On farm 72 282 1 not mentioned 66 2 mentioned 6 Sysmiss 282 Q55b. Where do you dispose the water used for cleaning you equipment? On field 72 282 1 mentioned 60 2 not mentioned 12 Sysmiss 282 Q55b. Where do you dispose the water used for cleaning you equipment? On a paved surface (drain / dike) 2 352 1 mentioned 2 Sysmiss 352 Q55b. Where do you dispose the water used for cleaning you equipment? Other specify 1: 18 336 1 mentioned 18 Sysmiss 336 Q55. C. Do you store the sprayer protected from rain? 72 282 1 yes 72 Sysmiss 282 Q55. D. Do you use drift-reducing nozzles on your sprayer? 72 282 1 yes 72 Sysmiss 282 Q71. C. Could you please note down the strengths of the Barley variety that you have sown. 19 0 AGROESTE 1633 1 AGROESTE 1777 2 AGROESTE 1777 / LIMAGON 3055 1 AS 16-33 / AS 17-77 1 DEKALB 290 1 DEKALB 70_20R 1 DEKALB 7910 / DEKALB 290 / DEKALB 265 1 DEKALB 7910 / DEKALB 290 / DEKALB 265 / SYNGENTA SUPREMO VIPTERA 3 1 H-133 1 H-137 1 LIMAGRAIN 3490 1 MORGAN 30A37 1 PIONEER 2 PIONEER 3380 1 PIONEER 4833 1 1 SYNGENTA STATUS VIPTERA 3 1 Q72. When did the first field preparation start for growing area A for <TARGET CROP> ? 291 2013-08-06 2019-03-25 2013-08-06 2 2013-08-18 2 2013-08-19 2 2013-08-28 2 2013-08-30 2 2013-09-01 4 2013-09-02 6 2013-09-03 2 2013-09-05 2 2013-09-06 4 2013-09-07 2 2013-09-10 6 2013-09-11 2 2013-09-12 2 2013-09-15 4 2014-01-15 4 2014-01-16 2 2014-01-18 2 2014-01-19 4 2014-01-20 2 2014-01-21 2 2014-01-22 2 2014-01-27 2 2014-02-14 2 2014-02-15 2 2014-02-26 4 2014-05-05 1 2014-06-15 2 2014-08-15 2 2014-08-18 2 2014-08-20 2 2014-09-01 6 2014-09-03 2 2014-09-05 3 2014-09-10 4 2014-09-14 1 2014-09-20 1 2014-09-28 2 2014-10-01 2 2015-07-21 1 2015-08-01 3 2015-08-07 2 2015-08-08 1 2015-08-20 2 2015-08-28 1 2015-08-30 2 2015-09-01 2 2015-09-02 2 2015-09-05 4 2015-09-07 3 2015-09-10 2 2015-09-20 5 2015-10-08 1 2015-10-15 1 2016-01-15 1 2016-01-18 2 2016-01-20 1 2016-01-22 1 2016-01-25 1 2016-01-28 1 2016-02-05 2 2016-02-11 1 2016-02-12 1 2016-02-14 1 2016-02-15 1 2016-02-18 1 2016-02-20 2 2016-07-15 1 2016-08-01 2 2016-08-03 1 2016-08-06 2 2016-08-09 1 2016-08-10 3 2016-08-12 2 2016-08-13 2 2016-08-15 7 2016-08-16 3 2016-08-28 1 2016-09-06 2 2016-09-12 2 2016-09-20 1 2016-10-01 1 2016-12-18 1 2016-12-20 1 2017-01-15 1 2017-01-20 3 2017-01-21 1 2017-01-22 1 2017-01-25 1 2017-01-28 1 2017-01-31 1 2017-02-04 1 2017-02-15 2 2017-02-19 1 2017-03-01 1 2017-08-01 3 2017-08-04 1 2017-08-08 1 2017-08-10 3 2017-08-15 4 2017-08-20 1 2017-08-23 1 2017-08-25 1 2017-08-26 2 2017-09-05 2 2017-09-10 2 2017-09-12 1 2017-09-18 1 2017-09-20 1 2017-09-24 1 2017-10-01 1 2017-10-07 1 2017-10-24 1 2017-12-07 1 2017-12-10 1 2018-01-01 1 2018-01-10 1 2018-01-11 1 2018-01-15 2 2018-01-16 1 2018-01-20 5 2018-01-25 1 2018-01-28 1 2018-02-10 1 2018-02-20 1 2018-08-08 1 2018-08-10 1 2018-08-13 5 2018-08-15 14 2018-08-25 3 2018-09-01 1 2018-09-08 1 2018-09-15 1 2018-09-20 1 2018-10-01 1 2018-10-13 1 2018-12-20 1 2018-12-26 1 2018-12-27 2 2019-01-03 1 2019-01-06 1 2019-01-08 2 2019-01-15 2 2019-01-22 1 2019-01-25 1 2019-02-07 1 2019-02-10 1 2019-02-12 1 2019-02-15 1 2019-02-21 1 2019-03-05 1 2019-03-25 1 Q73. KGs/HECT of seeds sown for growing area A for <TARGET CROP> 275 79 3.5 60000 250.229 3616.246 Q74. When was the crop sown / planted for growing area A for <TARGET CROP>? 310 2013-08-19 2019-12-28 2013-08-19 2 2013-09-02 2 2013-09-05 6 2013-09-06 4 2013-09-07 4 2013-09-09 4 2013-09-10 4 2013-09-12 2 2013-09-13 2 2013-09-14 2 2013-09-15 4 2013-09-17 2 2013-09-25 1 2013-10-15 4 2013-10-25 1 2014-01-15 4 2014-01-16 2 2014-01-18 2 2014-01-19 4 2014-01-20 2 2014-01-21 2 2014-01-22 2 2014-01-27 2 2014-02-14 2 2014-02-15 2 2014-02-26 4 2014-09-01 4 2014-09-02 2 2014-09-03 2 2014-09-05 4 2014-09-10 6 2014-09-15 2 2014-09-20 2 2014-09-22 2 2014-09-28 2 2014-10-01 4 2015-08-01 1 2015-08-15 1 2015-08-28 1 2015-09-01 2 2015-09-02 1 2015-09-05 1 2015-09-07 3 2015-09-08 4 2015-09-09 1 2015-09-10 5 2015-09-15 4 2015-09-20 5 2015-09-28 1 2015-09-30 1 2015-10-10 3 2015-10-15 1 2015-10-20 1 2016-01-08 1 2016-01-15 3 2016-01-18 2 2016-01-20 5 2016-01-22 1 2016-01-24 2 2016-01-25 2 2016-01-28 2 2016-02-05 1 2016-02-09 1 2016-02-11 1 2016-02-12 2 2016-02-14 1 2016-02-15 1 2016-02-16 1 2016-02-18 1 2016-02-20 2 2016-02-25 1 2016-02-29 1 2016-09-01 3 2016-09-03 1 2016-09-06 2 2016-09-07 2 2016-09-08 2 2016-09-09 2 2016-09-10 2 2016-09-12 1 2016-09-13 2 2016-09-15 7 2016-09-16 2 2016-09-20 1 2016-09-25 1 2016-10-05 1 2016-10-10 1 2016-10-15 1 2017-01-03 1 2017-01-08 1 2017-01-20 2 2017-02-01 1 2017-02-04 1 2017-02-05 2 2017-02-06 1 2017-02-09 1 2017-02-10 1 2017-02-13 1 2017-02-15 2 2017-02-25 1 2017-03-01 1 2017-09-01 5 2017-09-04 1 2017-09-05 2 2017-09-08 1 2017-09-10 6 2017-09-12 1 2017-09-15 4 2017-09-18 1 2017-09-21 1 2017-09-24 1 2017-10-01 1 2017-10-07 1 2017-10-10 1 2017-10-17 1 2017-10-24 1 2018-01-01 1 2018-01-07 1 2018-01-10 2 2018-01-15 2 2018-01-16 1 2018-01-19 1 2018-01-20 5 2018-01-28 1 2018-02-10 1 2018-02-20 1 2018-02-25 1 2018-08-10 1 2018-09-01 1 2018-09-02 1 2018-09-08 4 2018-09-09 3 2018-09-10 4 2018-09-11 1 2018-09-12 1 2018-09-13 1 2018-09-15 2 2018-09-18 3 2018-09-19 5 2018-09-20 1 2018-10-08 1 2018-10-13 1 2018-12-26 2 2019-01-12 1 2019-01-20 2 2019-01-22 1 2019-01-25 1 2019-02-06 1 2019-02-07 1 2019-02-10 1 2019-02-12 1 2019-02-13 2 2019-02-15 1 2019-02-21 1 2019-02-27 1 2019-03-05 1 2019-03-25 1 2019-12-28 1 Q7400. Have you sown/planted <TARGET CROP> in the same period as last year? 141 213 1 yes 127 2 no 14 Sysmiss 213 Q231B. Are your seeds coated with crop protection products? 276 78 1 no 63 2 yes 213 Sysmiss 78 Q233. Do you use on-farm or pre-treated seed treatment to treat the seeds for growing area A for <TARGET CROP>? 281 73 1 pre-treated seed treatment 153 2 on-farm seed treatment 128 Sysmiss 73 Q397_NEW. If you have received a crop program and/or any recommendations for growing to implement this season. 94 260 1 i did not receive any kind of crop program 41 2 i received a complete crop program (this 25 3 i received some recommendations but not a complete program 28 Sysmiss 260 Q224 A. Did you perform a soil test for <TARGET CROP>? 98 256 1 yes 63 2 no 35 Sysmiss 256 Q224. Do you apply organic fertilizers for <TARGET CROP>? 354 0 1 no 338 2 yes 16 Q226. Do you apply chemical fertilizers for <TARGET CROP>? 354 0 1 yes 353 2 no 1 Q229B1.Total number of applications you perform with chemical fertilizers on growing area for <TARGET CROP>? 281 73 1 3 1.356 0.574 Q229B2.Total number of applications you perform with organic fertilizers on growing area for <TARGET CROP>? 58 296 0 1 0.172 0.381 Q240E. We would like to better understand the pest pressure on the selected growing areas. INSECT PRESSURE 145 209 1 medium 91 2 no pressure 2 3 low 41 4 high 11 Sysmiss 209 Q240E. We would like to better understand the pest pressure on the selected growing areas. DISEASE PRESSURE 145 209 1 low 47 2 no pressure 9 3 medium 76 4 high 13 Sysmiss 209 Q240E. We would like to better understand the pest pressure on the selected growing areas. WEED PRESSURE 145 209 1 medium 64 2 low 54 3 high 17 4 no pressure 10 Sysmiss 209 Q240.E1. Do you generally use drift-reducing nozzles on your sprayer? 71 283 1 yes 67 2 no 4 Sysmiss 283 Q240D. Note down the total number of treatments you perform with crop protection products 281 73 0 11 4.06 2.197 Q75. What is the final stand i.e. the number of plants - per <SQUARE METER>/<TARGET CROP>? 215 139 4.5 65 23.522 12.959 Q76. Prior to harvest, indicate the percentage of the plot area that is lodged for <TARGET CROP>? 210 144 0 100 3.206 10.078 Q243. When was the harvest period for <TARGET CROP>? 315 2014-01-01 2019-08-17 2014-01-01 4 2014-01-06 2 2014-01-10 2 2014-01-13 1 2014-01-25 3 2014-01-27 1 2014-01-31 2 2014-02-01 5 2014-02-05 1 2014-02-06 1 2014-02-07 1 2014-02-09 1 2014-02-10 3 2014-02-11 2 2014-02-15 4 2014-02-22 1 2014-02-24 1 2014-02-25 1 2014-02-26 1 2014-03-01 2 2014-03-10 2 2014-03-15 1 2014-03-20 1 2014-03-31 1 2014-06-03 1 2014-06-06 1 2014-06-09 1 2014-06-28 1 2014-06-29 1 2014-07-01 3 2014-07-02 1 2014-07-05 1 2014-07-07 1 2014-07-10 1 2014-07-15 3 2014-07-20 1 2014-08-03 2 2014-08-05 1 2014-08-06 1 2014-08-07 1 2014-08-20 1 2014-08-26 1 2014-08-30 3 2014-08-31 1 2014-09-02 1 2015-01-01 4 2015-01-02 1 2015-01-05 2 2015-01-10 4 2015-01-15 4 2015-01-20 2 2015-01-21 2 2015-01-25 4 2015-01-28 2 2015-01-30 2 2015-01-31 2 2015-02-01 2 2015-02-10 1 2016-01-01 2 2016-01-06 2 2016-01-10 4 2016-01-15 6 2016-01-18 1 2016-01-20 6 2016-01-24 2 2016-01-25 2 2016-01-29 1 2016-02-02 1 2016-02-03 1 2016-02-05 4 2016-02-10 7 2016-03-05 1 2016-05-17 2 2016-05-30 2 2016-06-03 2 2016-06-15 3 2016-06-17 1 2016-06-20 2 2016-06-28 4 2016-07-08 1 2016-07-10 1 2016-07-12 1 2016-07-15 3 2016-07-16 1 2016-07-20 5 2016-08-10 2 2017-01-15 1 2017-01-20 1 2017-01-24 2 2017-01-26 1 2017-01-28 1 2017-01-30 4 2017-02-01 3 2017-02-02 2 2017-02-07 1 2017-02-10 3 2017-02-11 1 2017-02-14 2 2017-02-15 1 2017-02-16 2 2017-02-20 2 2017-02-21 1 2017-02-25 2 2017-03-01 1 2017-04-28 1 2017-06-15 1 2017-07-01 1 2017-07-10 2 2017-07-14 1 2017-07-16 1 2017-07-20 2 2017-07-24 1 2017-07-25 3 2017-07-26 1 2017-07-28 1 2017-08-08 1 2018-01-03 1 2018-01-04 1 2018-01-05 2 2018-01-10 3 2018-01-15 1 2018-01-20 2 2018-01-22 2 2018-01-31 2 2018-02-01 1 2018-02-02 1 2018-02-03 1 2018-02-09 1 2018-02-10 3 2018-02-15 2 2018-02-20 2 2018-02-25 2 2018-04-19 1 2018-05-15 1 2018-05-20 1 2018-05-29 1 2018-06-28 1 2018-07-01 4 2018-07-05 2 2018-07-08 1 2018-07-15 1 2018-07-16 2 2018-07-18 2 2018-08-01 1 2018-12-30 1 2019-01-01 1 2019-01-02 4 2019-01-03 2 2019-01-04 3 2019-01-06 1 2019-01-07 2 2019-01-12 2 2019-01-15 2 2019-01-16 1 2019-01-23 1 2019-01-25 3 2019-02-05 2 2019-02-20 1 2019-03-01 2 2019-03-06 1 2019-03-07 1 2019-06-19 2 2019-06-25 1 2019-06-29 1 2019-07-01 2 2019-07-17 1 2019-07-31 1 2019-08-04 1 2019-08-09 1 2019-08-10 1 2019-08-12 1 2019-08-13 1 2019-08-14 1 2019-08-15 3 2019-08-17 2 Q243. When was the harvest period for <TARGET CROP>? 316 2014-01-01 2019-08-24 2014-01-01 4 2014-01-06 2 2014-01-10 2 2014-01-13 1 2014-01-25 3 2014-01-27 1 2014-01-31 2 2014-02-01 5 2014-02-05 1 2014-02-06 1 2014-02-07 1 2014-02-09 1 2014-02-10 3 2014-02-11 2 2014-02-15 4 2014-02-22 1 2014-02-24 1 2014-02-25 1 2014-02-26 1 2014-03-01 1 2014-03-10 2 2014-03-15 1 2014-03-20 1 2014-04-01 1 2014-04-30 1 2014-06-06 1 2014-06-09 1 2014-06-28 1 2014-06-29 1 2014-07-01 3 2014-07-02 1 2014-07-03 1 2014-07-05 1 2014-07-07 1 2014-07-10 1 2014-07-15 3 2014-07-20 1 2014-08-03 2 2014-08-05 1 2014-08-06 1 2014-08-07 1 2014-08-20 1 2014-08-26 1 2014-08-30 2 2014-08-31 2 2014-09-02 1 2015-01-15 1 2015-01-20 2 2015-01-25 2 2015-01-28 2 2015-02-01 2 2015-02-20 8 2015-02-23 1 2015-02-28 10 2015-03-10 2 2015-03-20 2 2016-01-20 3 2016-01-25 2 2016-01-29 2 2016-01-30 1 2016-02-03 1 2016-02-05 2 2016-02-07 1 2016-02-10 6 2016-02-14 3 2016-02-15 4 2016-02-20 4 2016-02-25 2 2016-02-29 4 2016-03-05 3 2016-03-07 2 2016-05-17 2 2016-06-20 3 2016-06-25 1 2016-06-28 1 2016-07-02 2 2016-07-11 1 2016-07-15 1 2016-07-18 2 2016-07-20 1 2016-07-23 2 2016-07-29 2 2016-07-30 2 2016-08-01 1 2016-08-05 2 2016-08-06 2 2016-08-10 4 2016-08-30 2 2017-01-17 1 2017-01-23 1 2017-02-10 1 2017-02-12 1 2017-02-14 1 2017-02-15 3 2017-02-16 1 2017-02-24 1 2017-02-25 2 2017-02-28 5 2017-03-01 3 2017-03-03 1 2017-03-10 2 2017-03-12 1 2017-03-15 3 2017-03-20 2 2017-03-25 2 2017-04-29 1 2017-06-15 1 2017-07-14 1 2017-07-16 1 2017-07-17 1 2017-07-18 1 2017-07-29 3 2017-07-31 1 2017-08-08 1 2017-08-09 1 2017-08-10 1 2017-08-15 2 2017-08-20 1 2018-01-30 2 2018-01-31 1 2018-02-03 1 2018-02-09 1 2018-02-10 3 2018-02-15 2 2018-02-17 1 2018-02-18 1 2018-02-19 1 2018-02-20 1 2018-02-21 1 2018-02-22 4 2018-02-25 3 2018-02-28 4 2018-03-10 1 2018-05-09 1 2018-05-30 1 2018-06-20 1 2018-07-05 1 2018-07-20 2 2018-07-21 2 2018-07-28 1 2018-07-30 2 2018-08-01 1 2018-08-03 1 2018-08-10 1 2018-08-20 4 2019-01-20 1 2019-01-24 1 2019-01-26 6 2019-01-27 3 2019-01-28 2 2019-01-31 1 2019-02-05 1 2019-02-23 1 2019-02-24 2 2019-02-25 3 2019-02-26 1 2019-03-01 1 2019-03-10 1 2019-03-12 1 2019-03-16 1 2019-03-18 1 2019-03-23 1 2019-03-26 1 2019-03-29 1 2019-06-21 1 2019-06-25 1 2019-06-26 1 2019-06-29 1 2019-07-08 2 2019-07-18 1 2019-08-01 1 2019-08-14 2 2019-08-16 1 2019-08-17 1 2019-08-20 1 2019-08-21 1 2019-08-22 3 2019-08-23 1 2019-08-24 1 Q243b. Have you harvested <TARGET CROP> in the same period as last year? 141 213 1 yes 104 2 no 37 Sysmiss 213 Q244. Marketable yield that has been achieved for growing area A for <TARGET CROP> in <TON> per <HECTARES>? 199 155 1.8 5.6 3.677 0.787 Q274. Yield that has been achieved for growing area A for corn in <TON> per <HECTARES>? Grain yield 118 236 2 10 5.717 1.488 Q274. Yield that has been achieved for growing area A for corn in <TON> per <HECTARES>? Silage yield 7 347 0 50 34.286 15.924 Q4094. Who measured the yield on each of the growing areas? Myself 145 209 1 not mentioned 85 2 mentioned 60 Sysmiss 209 Q4094. Who measured the yield on each of the growing areas? Dealer/store 145 209 1 not mentioned 135 2 mentioned 10 Sysmiss 209 Q4094. Who measured the yield on each of the growing areas? Manufacturer/representative 145 209 1 not mentioned 139 2 mentioned 6 Sysmiss 209 Q4094. Who measured the yield on each of the growing areas? Independent advisor 145 209 1 not mentioned 141 2 mentioned 4 Sysmiss 209 Q4094. Who measured the yield on each of the growing areas? Cooperative 141 213 1 mentioned 31 2 not mentioned 110 Sysmiss 213 Q4094. Who measured the yield on each of the growing areas? Other specify1 141 213 1 not mentioned 94 2 mentioned 47 Sysmiss 213 Q4094. Who measured the yield on each of the growing areas? Don’t know / no answer 145 209 1 not mentioned 143 2 mentioned 2 Sysmiss 209 Q4095. A. Compared to previous year, would you say your yield has ...? 209 145 1 increased 81 2 decreased 87 3 remained stable 41 Sysmiss 145 Q4096. A. How satisfied are you with your yield this season? 209 145 1 somewhat satisfied 116 2 very unsatisfied 12 3 very satisfied 68 4 somewhat unsatisfied 13 Sysmiss 145 Q4097. A. How satisfied are you with the price you received on the market? 204 150 1 very unsatisfied 41 2 somewhat satisfied 115 3 very satisfied 9 4 somewhat unsatisfied 39 Sysmiss 150 Q251. % of crop damaged at the time of harvest (total lost - not marketable) for <TARGET CROP>? 259 95 0 20 2.907 3.191 Q360. When was the harvest period for <TARGET CROP>? 72 2014-01-01 2014-09-02 2014-01-01 4 2014-01-06 2 2014-01-10 2 2014-01-13 1 2014-01-25 3 2014-01-27 1 2014-01-31 2 2014-02-01 5 2014-02-05 1 2014-02-06 1 2014-02-07 1 2014-02-09 1 2014-02-10 3 2014-02-11 2 2014-02-15 4 2014-02-22 1 2014-02-24 1 2014-02-25 1 2014-02-26 1 2014-03-01 2 2014-03-10 2 2014-03-15 1 2014-03-20 1 2014-03-31 1 2014-06-03 1 2014-06-06 1 2014-06-09 1 2014-06-28 1 2014-06-29 1 2014-07-01 3 2014-07-02 1 2014-07-05 1 2014-07-07 1 2014-07-10 1 2014-07-15 3 2014-07-20 1 2014-08-03 2 2014-08-05 1 2014-08-06 1 2014-08-07 1 2014-08-20 1 2014-08-26 1 2014-08-30 3 2014-08-31 1 2014-09-02 1 Q360. When was the harvest period for <TARGET CROP>? 72 2014-01-01 2014-09-02 2014-01-01 4 2014-01-06 2 2014-01-10 2 2014-01-13 1 2014-01-25 3 2014-01-27 1 2014-01-31 2 2014-02-01 5 2014-02-05 1 2014-02-06 1 2014-02-07 1 2014-02-09 1 2014-02-10 3 2014-02-11 2 2014-02-15 4 2014-02-22 1 2014-02-24 1 2014-02-25 1 2014-02-26 1 2014-03-01 1 2014-03-10 2 2014-03-15 1 2014-03-20 1 2014-04-01 1 2014-04-30 1 2014-06-06 1 2014-06-09 1 2014-06-28 1 2014-06-29 1 2014-07-01 3 2014-07-02 1 2014-07-03 1 2014-07-05 1 2014-07-07 1 2014-07-10 1 2014-07-15 3 2014-07-20 1 2014-08-03 2 2014-08-05 1 2014-08-06 1 2014-08-07 1 2014-08-20 1 2014-08-26 1 2014-08-30 2 2014-08-31 2 2014-09-02 1 Q319. When was the harvest period for sugarcane? 72 2014-01-01 2014-09-02 2014-01-01 4 2014-01-06 2 2014-01-10 2 2014-01-13 1 2014-01-25 3 2014-01-27 1 2014-01-31 2 2014-02-01 5 2014-02-05 1 2014-02-06 1 2014-02-07 1 2014-02-09 1 2014-02-10 3 2014-02-11 2 2014-02-15 4 2014-02-22 1 2014-02-24 1 2014-02-25 1 2014-02-26 1 2014-03-01 2 2014-03-10 2 2014-03-15 1 2014-03-20 1 2014-03-31 1 2014-06-03 1 2014-06-06 1 2014-06-09 1 2014-06-28 1 2014-06-29 1 2014-07-01 3 2014-07-02 1 2014-07-05 1 2014-07-07 1 2014-07-10 1 2014-07-15 3 2014-07-20 1 2014-08-03 2 2014-08-05 1 2014-08-06 1 2014-08-07 1 2014-08-20 1 2014-08-26 1 2014-08-30 3 2014-08-31 1 2014-09-02 1 Q319. When was the harvest period for sugarcane? 72 2014-01-01 2014-09-02 2014-01-01 4 2014-01-06 2 2014-01-10 2 2014-01-13 1 2014-01-25 3 2014-01-27 1 2014-01-31 2 2014-02-01 5 2014-02-05 1 2014-02-06 1 2014-02-07 1 2014-02-09 1 2014-02-10 3 2014-02-11 2 2014-02-15 4 2014-02-22 1 2014-02-24 1 2014-02-25 1 2014-02-26 1 2014-03-01 1 2014-03-10 2 2014-03-15 1 2014-03-20 1 2014-04-01 1 2014-04-30 1 2014-06-06 1 2014-06-09 1 2014-06-28 1 2014-06-29 1 2014-07-01 3 2014-07-02 1 2014-07-03 1 2014-07-05 1 2014-07-07 1 2014-07-10 1 2014-07-15 3 2014-07-20 1 2014-08-03 2 2014-08-05 1 2014-08-06 1 2014-08-07 1 2014-08-20 1 2014-08-26 1 2014-08-30 2 2014-08-31 2 2014-09-02 1 Q339. When was the harvest period for banana? 72 2014-01-01 2014-09-02 2014-01-01 4 2014-01-06 2 2014-01-10 2 2014-01-13 1 2014-01-25 3 2014-01-27 1 2014-01-31 2 2014-02-01 5 2014-02-05 1 2014-02-06 1 2014-02-07 1 2014-02-09 1 2014-02-10 3 2014-02-11 2 2014-02-15 4 2014-02-22 1 2014-02-24 1 2014-02-25 1 2014-02-26 1 2014-03-01 2 2014-03-10 2 2014-03-15 1 2014-03-20 1 2014-03-31 1 2014-06-03 1 2014-06-06 1 2014-06-09 1 2014-06-28 1 2014-06-29 1 2014-07-01 3 2014-07-02 1 2014-07-05 1 2014-07-07 1 2014-07-10 1 2014-07-15 3 2014-07-20 1 2014-08-03 2 2014-08-05 1 2014-08-06 1 2014-08-07 1 2014-08-20 1 2014-08-26 1 2014-08-30 3 2014-08-31 1 2014-09-02 1 Q339. When was the harvest period for banana? 72 2014-01-01 2014-09-02 2014-01-01 4 2014-01-06 2 2014-01-10 2 2014-01-13 1 2014-01-25 3 2014-01-27 1 2014-01-31 2 2014-02-01 5 2014-02-05 1 2014-02-06 1 2014-02-07 1 2014-02-09 1 2014-02-10 3 2014-02-11 2 2014-02-15 4 2014-02-22 1 2014-02-24 1 2014-02-25 1 2014-02-26 1 2014-03-01 1 2014-03-10 2 2014-03-15 1 2014-03-20 1 2014-04-01 1 2014-04-30 1 2014-06-06 1 2014-06-09 1 2014-06-28 1 2014-06-29 1 2014-07-01 3 2014-07-02 1 2014-07-03 1 2014-07-05 1 2014-07-07 1 2014-07-10 1 2014-07-15 3 2014-07-20 1 2014-08-03 2 2014-08-05 1 2014-08-06 1 2014-08-07 1 2014-08-20 1 2014-08-26 1 2014-08-30 2 2014-08-31 2 2014-09-02 1 Q246. % of the harvest of your target crop is used for own consumption 217 137 0 100 0.599 6.846 Q246. % of the harvest of your target crop is used for feeding livestock 217 137 0 100 35.59 47.321 Q246. % of the harvest of your target crop is used for harvest sold 143 211 0 100 96.832 14.38 Q4002. Did you take measures to prevent post-harvest loss for <TARGET CROP>? 145 209 1 no 57 2 yes 88 Sysmiss 209 Q7013. How do you deal with crop residue of <TARGET CROP>? 141 213 1 i leave the crop residue on the field 139 2 i remove the crop residue and use it as compost 2 Sysmiss 213 Q377. What is the estimated revenue in <DOLLAR>/<HECTARES> for growing area A of <TARGET CROP>? 287 67 331.5 8726004 2992161.289 2460916.185 Q378. Could you please indicate the estimated revenue in general? <DOLLAR>/<HECTARES>. 4 350 2800000 2800000 2800000 0 Q379.A Can you please explain your answer for <TARGET CROP>? 338 16 1 average 186 2 low 86 3 very low 26 4 high 35 5 very high 5 Sysmiss 16 Q380. What is your total input cost for <TARGET CROP> from first field preparation until harvest? 337 17 272 6250000 1926172.475 1544242.776 Q4111. Actual costs SEEDS for <TARGET CROP>?<DOLLAR>/<HECTARES> 137 217 0 840000 125146.292 196719.724 Q4111. Actual costs FERTILIZERZ for <TARGET CROP>?<DOLLAR>/<HECTARES> 136 218 0 1000000 166266.279 260483.618 Q4111. Actual costs LABOR for <TARGET CROP>?<DOLLAR>/<HECTARES> 137 217 0 2900000 316706.25 635513.836 Q4111. Actual costs MACHINERY <TARGET CROP>?<DOLLAR>/<HECTARES> 137 217 0 2000000 164129.628 334017.937 Q4111. Actual costs WATER USE for <TARGET CROP>?<DOLLAR>/<HECTARES> 137 217 0 1000000 159584.683 282320.143 Q4111. Actual costs FUEL for <TARGET CROP>?<DOLLAR>/<HECTARES> 137 217 0 1000000 14598.686 120379.374 Q4111. Actual costs RENT/LOAN for <TARGET CROP>?<DOLLAR>/<HECTARES> 137 217 0 1100000 131127.776 228162.955 Q4111. Actual costs FUNGICIDES for <TARGET CROP>?<DOLLAR>/<HECTARES> 137 217 0 100 2.508 12.315 Q4111. Actual costs HERBICIDES for <TARGET CROP>?<DOLLAR>/<HECTARES> 137 217 0 170 1.519 14.661 Q4111. Actual costs INSECTICIDES <TARGET CROP>?<DOLLAR>/<HECTARES> 138 216 0 778 27.844 102.383 Q4111. Actual costs DRYING for <TARGET CROP>?<DOLLAR>/<HECTARES> 137 217 0 140 8.345 26.53 ?]]> 141 213 5 55 21.801 10.02 ?]]> 141 213 10 60 27.957 10.884 ?]]> 141 213 0 30 16.993 7.379 ?]]> 141 213 1 20 9.638 4.106 ?]]> 141 213 0 30 8.142 7.514 ?]]> 141 213 0 15 2.078 3.245 ?]]> 141 213 0 35 11.028 6.186 ?]]> 141 213 0 10 2.099 3.306 ?]]> 141 213 0 2 0.0284 0.237 ?]]> 1 353 0 0 0 ?]]> 69 285 0 15 0.551 2.693 ?]]> 203 151 1 very favorable weather conditions 47 2 no favorable weather conditions 80 3 normal weather conditions 76 Sysmiss 151 Q387. What was the impact for target crop? Reduced yield 78 276 1 mentioned 59 2 not mentioned 19 Sysmiss 276 Q387. What was the impact for target crop? Reduced yield quality 78 276 1 not mentioned 66 2 mentioned 12 Sysmiss 276 Q387. What was the impact for target crop? No impact 78 276 1 not mentioned 76 2 mentioned 2 Sysmiss 276 Q387. What was the impact for target crop? Don’t know / no answer 78 276 1 not mentioned 66 2 mentioned 12 Sysmiss 276 Q388. How would you say the level of ranfall was for growing area A 308 46 1 somewhat more than usual 29 2 a lot less than usual 32 3 somewhat less than usual 90 4 a lot more than usual 24 5 the same as usual 133 Sysmiss 46 Q388. B. You mentioned you had less rainfall this season than usual. Was this problematic? 68 286 1 yes 52 2 no 16 Sysmiss 286 Q388D. You mentioned you had more rainfall this season than usual. Was this problematic? 23 331 1 no 3 2 yes 20 Sysmiss 331 Q3880. How would you say the temperature was during this season ? 163 191 1 somewhat higher than usual 14 2 the same as usual 104 3 somewhat lower than usual 14 4 a lot higher than usual 13 5 a lot lower than usual 18 Sysmiss 191 Q3880 B. You mentioned you had lower temperatures this season than usual. Was this problematic? 24 330 1 no 7 2 yes 17 Sysmiss 330 Q3880 D. You mentioned you had higher temperatures this season than usual. Was this problematic? 27 327 1 no 11 2 yes 16 Sysmiss 327 Q389. What is the MAIN water source of <TARGET CROP> during this season? 344 10 1 rain-fed (no equipment, only natural rainfall) 338 2 irrigated using irrigation equipment (e.g. rain, 1 3 other. specify 1: 1 4 swamp/wetland 4 Sysmiss 10 Q391. What is the average amount of hours per day you have been irrigating of <TARGET CROP>? 1 353 1 1 1 Q399.C. How satisfied are you with the crop program and/or recommendations for <TARGET CROP>? 68 286 1 rather satisfied 29 2 very satisfied 29 3 not satisfied at all 2 4 rather unsatisfied 8 Sysmiss 286 field preparation 49 2018-08-08 2019-03-25 2018-08-08 1 2018-08-10 1 2018-08-13 5 2018-08-15 14 2018-08-25 3 2018-09-01 1 2018-09-08 1 2018-09-15 1 2018-09-20 1 2018-10-01 1 2018-10-13 1 2018-12-20 1 2018-12-26 1 2018-12-27 2 2019-01-03 1 2019-01-06 1 2019-01-08 2 2019-01-15 2 2019-01-22 1 2019-01-25 1 2019-02-07 1 2019-02-10 1 2019-02-12 1 2019-02-15 1 2019-02-21 1 2019-03-05 1 2019-03-25 1 sowing/planting 49 2018-08-10 2019-12-28 2018-08-10 1 2018-09-01 1 2018-09-02 1 2018-09-08 4 2018-09-09 3 2018-09-10 4 2018-09-11 1 2018-09-12 1 2018-09-13 1 2018-09-15 2 2018-09-18 3 2018-09-19 5 2018-09-20 1 2018-10-08 1 2018-10-13 1 2018-12-26 2 2019-01-12 1 2019-01-20 2 2019-01-22 1 2019-01-25 1 2019-02-06 1 2019-02-07 1 2019-02-12 1 2019-02-13 2 2019-02-15 1 2019-02-21 1 2019-02-27 1 2019-03-05 1 2019-03-15 1 2019-03-29 1 2019-12-28 1 begin harvest 49 2018-12-30 2019-08-17 2018-12-30 1 2019-01-01 1 2019-01-02 4 2019-01-03 2 2019-01-04 3 2019-01-06 1 2019-01-07 2 2019-01-12 2 2019-01-15 2 2019-01-16 1 2019-01-23 1 2019-01-25 3 2019-02-05 2 2019-02-20 1 2019-03-01 2 2019-03-06 1 2019-03-07 1 2019-06-19 2 2019-06-25 1 2019-06-29 1 2019-07-01 2 2019-07-17 1 2019-07-31 1 2019-08-04 1 2019-08-09 1 2019-08-10 1 2019-08-12 1 2019-08-13 1 2019-08-14 1 2019-08-15 3 2019-08-17 2 end harvest 49 2019-01-20 2019-08-24 2019-01-20 1 2019-01-24 1 2019-01-26 6 2019-01-27 3 2019-01-28 2 2019-01-31 1 2019-02-05 1 2019-02-23 1 2019-02-24 2 2019-02-25 3 2019-02-26 1 2019-03-01 1 2019-03-10 1 2019-03-12 1 2019-03-16 1 2019-03-18 1 2019-03-23 1 2019-03-26 1 2019-03-29 1 2019-06-21 1 2019-06-25 1 2019-06-26 1 2019-06-29 1 2019-07-08 2 2019-07-18 1 2019-08-01 1 2019-08-14 2 2019-08-16 1 2019-08-17 1 2019-08-20 1 2019-08-21 1 2019-08-22 3 2019-08-23 1 2019-08-24 1 Data collection wave 354 0 2014 2019 2016.201 1.692 Q215. When did the first field preparation start for cauliflower? 72 2013-08-06 2014-02-26 2013-08-06 2 2013-08-18 2 2013-08-19 2 2013-08-28 2 2013-08-30 2 2013-09-01 4 2013-09-02 6 2013-09-03 2 2013-09-05 2 2013-09-06 4 2013-09-07 2 2013-09-10 6 2013-09-11 2 2013-09-12 2 2013-09-15 4 2014-01-15 4 2014-01-16 2 2014-01-18 2 2014-01-19 4 2014-01-20 2 2014-01-21 2 2014-01-22 2 2014-01-27 2 2014-02-14 2 2014-02-15 2 2014-02-26 4 Q218. When have the young plants been planted for cauliflower? 72 2013-08-19 2014-02-26 2013-08-19 2 2013-09-02 2 2013-09-05 6 2013-09-06 4 2013-09-07 4 2013-09-09 4 2013-09-10 4 2013-09-12 2 2013-09-13 2 2013-09-14 2 2013-09-15 4 2013-09-17 2 2013-09-25 1 2013-10-15 4 2013-10-25 1 2014-01-15 4 2014-01-16 2 2014-01-18 2 2014-01-19 4 2014-01-20 2 2014-01-21 2 2014-01-22 2 2014-01-27 2 2014-02-14 2 2014-02-15 2 2014-02-26 4 q4000_2. To whom do you sell your yield - I sell it to a trader 96 258 1 not mentioned 84 2 mentioned 12 Sysmiss 258 q4000_3. To whom do you sell your yield - I sell it to a wholesaler 96 258 1 not mentioned 93 2 mentioned 3 Sysmiss 258 q4000_4. To whom do you sell your yield - I sell it to a feed processing plant 96 258 1 not mentioned 95 2 mentioned 1 Sysmiss 258 q4000_5. To whom do you sell your yield - I sell it to a cooperative I am part of 96 258 1 mentioned 34 2 not mentioned 62 Sysmiss 258 q4000_6. To whom do you sell your yield -I sell it under a contract 96 258 1 not mentioned 84 2 mentioned 12 Sysmiss 258 q4000_7. To whom do you sell your yield -Government owned rural collection center 96 258 1 not mentioned 95 2 mentioned 1 Sysmiss 258 q4000_96. To whom do you sell your yield -Other. Specify 1: 96 258 1 not mentioned 90 2 mentioned 6 Sysmiss 258 Q4000b. Can you please tell us what are your main sources for selling the harvest? Other. Specify 1 6 0 AGRO SUSIK S.A. 1 ALMACENA EN LA COOPERATIVA 2 Cargill 2 LO VENDO YO, PRODUCCION PROPIA Y VENTA VALOR AGREGADO 1 q389_2. Which water source has been used for irrigation? Private well 1 353 1 mentioned 1 Sysmiss 353 Q399. Please explain why you follow or do not follow the crop program and/or recommendations. 106 1 1 AL SEGUIR RECOMENDACIONES EVITAMOS PERDIDAS EN EL RENDIMIENTO DE LOS GRANOS 2 CON EL AGRONOMO SEGUIMOS LAS RECOMENDACIONES DE LA COOPERATIVA Y ESPERAMOS LOS MEJORES RESULTADOS 1 2 EL ENTREVISTADO MEDIO TIEMPO TRABAJA, SOLO DEJA TODO EN MANOS DE SUS INGENIEROS 2 ES DIFICIL CONSEGUIR SEMILLA NUEVA 2 ES IMPORTANTE MUCHAS VECES ACTUALIZARSE A PESAR DE SER ING. AGRONOMO JUNTO CON OTROS COLEGAS 2 ES MUY IMPORTANTE ESTAR EN CONSTANTE COMUNICACIÓN CON LOS INGENIEROS PORQUE CADA VEZ EXISTE MAS RECISTENCIA POR PARTE DE LAS PLAGAS QUE AFECTAN LOS CULTIVOS. 2 EVITA A QUE OCURRA UN BAJO RENIMIENTO DE PRODUCTIVIDAD, CONSEJOS PARA LOGRAR MEJOR CALIDAD DEL PRODUCTO 2 FUERON PRODUCTOS CRUCIALES Y DE SUMA IMPORTANCIA PARA LA RENTABILIDAD 1 Forma porte de la cooperativa y es un requisito 1 INFORMACIONES ACTUALIZADAS 2 INFORMACIONES ACTUALIZADAS DE PARTE DE LOS INGENIEROS, ES BUENO HACER CASO O ESCUCHARLAS TODO SOBRE EL CULTIVO 2 LE ES BENEFICIOSOS PARA LA PRODUCCION, CONSEJOS PARA MANTENER EL SUELO FERTIL. 2 MAS BIEN FUERON RECOMENDACIONES Y NO UN PROTOCOLO A SEGUIR 1 ME FAVORECIO EN UNA PARTE EN LA GERMINACION PARA TODOS LOS LOTES 2 ME GUSTO MUCHO PORQUE RECIBI RECOMENDACIONES Y EL PRODUCTO ES MUY BUENO 1 MIS BENEFICIOS PARA MI CAMPO 1 NO MR CUMPLIERON LOS DE SYNGENTA 1 NO RESPONDE 8 OBTENGO MAYOR RENTABILIDAD, MEJORO EL MANEJO DE LA SIEMBRA, CALIDA DE LOS PRODUCTOS. 2 ORQUE ALGUNOS PRODUCTOS DE MARCA SE ENCUENTRAN UN POCO COSTOSOS EN EL MERCADO 1 PARA MEJORAR LA CALIDAD DEL PRODUCTO 2 POR LOS ESTUDIOS QUE SE HACEN PARA ESOS PROTOCOLOS. 1 POR LOS ESTUDIOS QUE SE HAN REALIZADO PARA LLEGAR A ESAS RECOMENDACIONES 1 POR LOS ESTUDIOS QUE SE HAN REALIZADOS PARA LLEGAR A ESAS RECAMENDACIONES 1 PORQUE AL MEJORAR LA FERTILIZACION DEL SUELO SE VIO BENEFICIADO EL CULTIVO DE LA SOJA 2 PORQUE ASI RECIBO MAS BENEFICIO DE MI CAMPO 1 PORQUE ASI RECIBO MAS BENEFICIOS DE MI CAMPO 1 PORQUE EL COSTO MUY ALTO PARA SEGUIR 100% 2 PORQUE ELLOS ESTUDIARON, PARA ESE CONOCIMIENTO 1 PORQUE EXISTEN ESTUDIOS QUE AVALAN ESOS PRODUCTOS 1 1 PORQUE HACE QUE MEJORE MI PRODUCCION 2 PORQUE HACE RENDIN EN MAYOR CANTIDAD EL CULTIVO 2 PORQUE LO DA UN INGENIERO AGRONOMO 2 PORQUE LOS COSTOS SON MUY ALTOS 2 PORQUE ME GENERA MAS DINERO Y MAS CONOCIMIENTO 1 PORQUE ME HAN DADO INSTRUCCIONES, PERO YO SIGO LAS DEL AGRONOMO DE LA COOPERATIVA 1 PORQUE ME PARECE QUE ES LO ADECUADO Y SE AJUSTA A LO NECESARIO 2 PORQUE MEJOPRA EL RENDIMIENTO DEL PRODUCTO 2 PORQUE RINDE MAS MI COSECHA 2 PORQUE SOLO SI NECESITO LLAMO A UN INGENIERO, SE LO MISMO QUE EL IGUAL QUE UNO DE ELLOS. 2 PORQUE TENGO MI FORMA PERSONAL DE MANEJAR MI CULTIVO 2 PORQUE TIENE BASE SOBRE ESTUDIOS 1 PUES HE TOMADO ALGUNAS RECOMENDACIONES PERO AL FINAL SE LAS DEJO AL AGRONOMO DE CONFIANZA 1 RECIBE RECOMENDACIONES EN CUANTO A LA CANTIDAD DE PRODUCTOS A SER UTILIZADOS 2 RECIBEN RECOMENDACIONES EN CUANTO A LA CANTIDAD DE PRODUCTOS A SER UTILIZADOS 1 RECIBEN RECOMENDACIONS EN CUANTO A LA CANTIDAD DE PRODUCTOS A SER UTILIZADOS 1 RECIBO BENEFICIOS 1 RECOMENDACIONES DE MARCAS A SER UTILIZADAS EN CUANTO A SIEMBRA QUE TIEMPO ES MEJOR. 2 RECOMIENDA QUE USAR Y CUANDO USAR, ES PARA CADA TIPO DE SUELO 1 RECOMIENDA QUE USAR Y CUANDO USAR, PARA CADA TIPO DE SUELO 1 SABER QUE APLICAR SI SALE ALGUN GUSANO 1 SE HIZO LA FERTILIZACION AL SUELO Y OLAS APLICACIONES PREVENTIVAS 2 SE LOGRA ASI MEJORES RENDIMIENTOS, EVITANDO PERDIDAS 1 SE LOGRO ASI MEJORES RENDIMIENTO, EVITANDO PERDIDAS 1 SEGUI EL PROTOCOLO POR EL ACOMPAÑAMIENTO DE SYNGENTA ADECUADO Y PERMANENTE 1 SI MAS RENDIMIENTO EN EL CULTIVO 1 SI PORQUE DA MAS RENDIMIENTO EN EL CULTIVO 1 SI SALE ALGUN GUSANO SABER QUE PRODUCTO APLICAR 1 SI, VOY A CONTINUAR HACIENDO ANALISIS DE SUELO, PORQUE HAY MAS RENTABILIDAD 1 SIEMPRE ES BUENO ESCUCHAR OPINIONES DE LOS ING. CUANDO ESTUDIAN PARA ALGO. 2 SIGO PORQUE SIEMPRE ES UTIL ESCUCHAR A LOS INGENIEROS EXPERTOS EN ESTA AREA, ALGUNOS PRODUCTOS MEJORES QUE OTROS 2 SOLO RECOMENDACIONES 1 SON APROVECHADOS POR NOSOTROS A LA HORA DEL CULTIVO EN CUANTO A DOSIS, TIEMPO, GENERICA DE LA SEMILLA. 2 SON RECOMENDACIONES VALIOSAS PARA QUE EL AGRICULTOR NO PIERDA O PIERDA LO MENOS POSIBLE 2 UTILICE LOS CONSEJOS DE SYNGENTA Y SEGUIRE PORQUE ME DA CONFIANZA Y SEGURIDAD SEGUIR CON EL REPRESENTANTE 1 Q397. Received a recommended growing protocol or crop program from an agricultural advisor? 259 95 1 yes 156 2 no 103 Sysmiss 95 Q397B. From whom did you receive the protocol/crop program? Other 1 1 0 Agricola Colonial 1 Q397C. Did you receive a protocol/crop program from Syngenta? 92 262 1 yes 10 2 no 82 Sysmiss 262 Q397.D. From which manufacturer have you received a protocol/crop program? OTHER 9 0 confidential 9 Q35.A. What group/association/cooperative are a member of? 1ST 151 0 APASCU (ASOCIACION DE PRODUCTORES PARA UNA AGRICULTURA SUSTENTABLE DE LAS COLONIAS UNIDAS) 2 COLONIAS UNIDAS 1 2 COOP. CAPITAN MIRANDA 2 COOP. COLONIAS UNIDAS 12 COOP. DE PRODUCCIÓN AGROPECUARÍA NARANJAL LIMITADA 4 COOP. LA PAZ 6 COOP. NARANJAL 2 COOP. PINAP 2 COOP. PINAPO 2 COOP. PINDO 12 COOP. PIRAPO 2 COOP. PIRAPO LTDA S.A. 2 COOP. SOCIEDAD PIRAPO AGRICOLA LTDA. 2 COOPERATIVA BELLA VISTA 2 COOPERATIVA CIUDAD DEL ESTE 2 COOPERATIVA COLONIA UNIDAS 2 COOPERATIVA COLONIAS UNIDAS 22 COOPERATIVA COLONIAS UNIDAS (SOCIO) 2 COOPERATIVA COPRONAC 1 COOPERATIVA CURUPAYTY 1 COOPERATIVA DE PRODUCCION AGROPECUARIA DE NARANJAL 2 COOPERATIVA LA PIRAPO 8 COOPERATIVA PINDO 5 COOPERATIVA PIRAPO 9 COOPERATIVA SAN CRISTOBAL 16 COOPERATIVA SANTA ROSA 2 COOPERATIVA UNION CUROPAYTY 1 COOPERATIVA UNIVERSITARIA 4 COPRONAC LTDA 1 COPRONAS 1 Cooperativa "La Paz" 2 Cooperativa Universitaria 2 Cooperativa Universitorio 2 Cooperativa colonias unida 2 Cooperativa de picapo 2 La paz cooperativa 2 SUCURSAL DE COOP. COLONIAS UNIDAS EN BELLA VISTA 2 UNICOOP 2 UNION CURUPAYTY 1 Q35.A. What group/association/cooperative are a member of? 2ND 6 0 Cooperativa san Cristobal 2 FUNDADOR DE LA CORPORACION PARAGUAYA DE SIEMBRA DIRECTA 2 Fecoprod 2 Q58. In general, what is the topography of your growing area? 190 164 1 flat 48 2 gentle slope 130 3 steep slope 6 4 valley 4 5 96 2 Sysmiss 164 Q58. In general, what is the topography of your growing area? OTHER 2 0 Alto 1 Bajo 1 Bought seeds 260 94 1 not mentioned 9 2 mentioned 251 Sysmiss 94 Saved seeds 125 229 1 not mentioned 85 2 mentioned 40 Sysmiss 229 ?]]> 112 242 0 14 2.929 2.909 Q147. When have the young plants been planted ? 72 2013-08-19 2014-02-26 2013-08-19 2 2013-09-02 2 2013-09-05 6 2013-09-06 4 2013-09-07 4 2013-09-09 4 2013-09-10 4 2013-09-12 2 2013-09-13 2 2013-09-14 2 2013-09-15 4 2013-09-17 2 2013-09-25 1 2013-10-15 4 2013-10-25 1 2014-01-15 4 2014-01-16 2 2014-01-18 2 2014-01-19 4 2014-01-20 2 2014-01-21 2 2014-01-22 2 2014-01-27 2 2014-02-14 2 2014-02-15 2 2014-02-26 4 Q247. BUYER 1 % of yield 74 280 30 100 82.162 25.117 Q247. BUYER 2 % of yield 26 328 25 50 43.846 8.753 Q247. BUYER 3 % of yield 6 348 25 35 30 4.472 Q247. BUYER 1 price per metric ton 74 280 95 8500000 1829201.554 1370138.522 Q247. BUYER 2 price per metric ton 26 328 100000 8500000 2094807.692 1920051.536 Q247. BUYER 3 price per metric ton 6 348 1400000 8500000 3893333.333 3572353.099 Year in which the data was collected 1941 0 2014 2019 2016.037 1.649 Country 1941 0 Paraguay 1941 Crop 1941 0 Corn 826 Soybean 1115 Unique identifier per cluster 1941 0 ParaguayMaize1 288 ParaguayMaize1+2 225 ParaguayMaize2 313 ParaguaySoybean1 347 ParaguaySoybean1+2 414 ParaguaySoybean2 354 Reference farms versus Benchmark farms 1941 0 1 Reference farm 456 2 Benchmark farm 1485 Unique identifier per grower 1941 0 31100107 19 31100115 14 31100215 12 31100607 16 31100615 14 31101507 14 31101515 12 31101715 12 31101907 16 31101915 33 31102007 8 31102015 10 31102907 14 31102915 10 31103007 13 31103015 12 31103115 35 31103207 30 31103315 16 31103415 40 31103515 12 31103607 8 31103715 8 31103815 21 31103907 13 31104007 15 31200307 10 31200407 12 31200507 10 31200707 12 31200715 10 31200815 16 31200907 14 31200915 12 31201015 14 31201107 10 31201215 12 31201315 12 31201407 10 31201415 14 31201607 10 31201815 14 31202107 16 31202115 10 31202207 10 31202215 14 31202315 10 31202407 10 31202507 14 31202515 10 31202607 14 31202615 12 31202707 10 31202715 12 31202807 10 31203107 10 31203207 10 31203215 14 31203307 10 31203315 13 31203407 10 31203415 14 31203515 10 31203615 12 31203707 16 31203815 12 31203907 34 31204015 20 31204107 11 31204307 12 31204415 11 31204515 14 31204615 10 31204715 12 31204807 12 31204907 12 31205015 14 31205107 12 31205315 12 31205515 11 31205715 12 31205807 12 31206007 14 31206107 14 31206215 29 31206307 14 31206315 25 31206415 14 31206515 31 31206607 12 31206715 22 31206815 21 31206907 10 31207007 12 31207015 5 31207115 12 31207215 17 31207315 32 31207415 37 31207515 20 31207607 10 31207615 30 31207707 12 31207815 36 31207907 14 31208015 28 31208107 31 31208215 12 31208307 12 31208407 12 31208507 12 31208607 12 31208615 9 31208707 20 31208807 12 31208915 16 31209007 8 31209107 8 31209207 13 31209307 8 31209407 12 31209515 18 31209607 4 31209707 4 31209715 4 31209815 8 31209907 18 31210007 13 31210115 8 31221307 4 31221415 4 31221507 4 31221607 4 31221707 4 31221815 4 31221915 4 31222015 4 31222115 4 31222215 4 31223015 14 31223115 12 31223215 7 Field code (A or B) 1941 0 1 A 1119 2 B 822 Which activities did the grower do on his field? 1941 0 1 Clearing 51 2 Ploughing 6 3 Ridging 2 4 Ripping 2 5 Land levelling 22 6 Applying fertilizers 354 7 Mulching 17 8 Sowing or planting 344 9 Scouting for pests and diseases 100 10 Applying pesticides 353 11 Irrigating 1 12 Weeding 32 13 Harvesting 353 14 Post handling 30 15 Processing 5 16 Transport 169 17 Seed Treatment 100 Did he use power driven equipment to complete this activity? 1632 309 1 Yes 1579 2 No 53 Sysmiss 309 Data collection wave 380 0 2015 2019 2016.789 1.179 To which field/plot does the information relate to? 380 0 A 228 B 152 Unique cluster ID 380 0 ParaguayMaize1 34 ParaguayMaize1+2 52 ParaguayMaize2 56 ParaguaySoybean1 50 ParaguaySoybean1+2 135 ParaguaySoybean2 53 Country 380 0 Paraguay 380 FARMTYPE 380 0 BF 278 RF 102 Unique respondent ID 380 0 31100607 6 31101507 2 31101907 6 31101915 4 31102007 2 31103115 14 31103207 10 31103315 6 31103415 20 31103515 6 31103607 1 31103715 4 31103815 4 31103907 5 31104007 3 31200707 2 31201415 2 31202107 4 31202507 2 31202607 2 31202715 4 31203215 4 31203415 1 31203815 4 31203907 5 31204015 6 31206007 4 31206107 3 31206215 9 31206307 6 31206315 13 31206415 2 31206515 12 31206607 2 31206715 2 31206815 16 31206907 6 31207007 6 31207015 1 31207115 6 31207215 3 31207315 6 31207415 10 31207515 8 31207607 2 31207615 16 31207707 8 31207815 12 31207907 2 31208015 16 31208107 8 31208215 2 31208307 2 31208407 4 31208507 2 31208607 6 31208615 3 31208707 2 31208807 2 31208915 4 31209007 5 31209107 2 31209207 4 31209307 1 31209407 4 31209515 1 31209607 1 31209707 1 31209715 1 31209815 2 31209907 6 31210007 3 31210115 2 31221415 2 31221815 2 31222015 3 31223015 2 31223115 2 31223215 1 Unique code of a product that was applied 380 0 1 207 2 97 3 59 4 13 5 4 The crop of focus 380 0 Corn 142 Soybean 238 What is the amount of seeds in <KG> that has been sown per <HECT> ? 342 38 9 60000 213.48 3242.4 Q233C. a. Timing of product application 231 2014-08-05 2019-09-18 2014-08-05 4 2014-08-18 3 2014-08-30 1 2014-09-01 2 2014-09-10 1 2014-09-14 1 2014-09-28 4 2015-01-08 6 2015-02-01 6 2015-05-14 2 2015-08-28 6 2015-08-30 6 2015-09-07 6 2015-09-08 2 2015-09-10 6 2015-09-19 6 2015-09-20 2 2015-09-30 2 2015-10-14 1 2016-01-08 6 2016-01-15 6 2016-01-18 6 2016-01-22 4 2016-02-11 1 2016-02-14 1 2016-08-29 2 2016-08-30 2 2016-09-01 3 2016-09-02 2 2016-09-06 6 2016-09-10 5 2016-09-12 3 2016-09-15 11 2016-09-20 8 2016-10-05 2 2016-10-15 2 2017-01-20 4 2017-01-28 2 2017-02-09 3 2017-02-19 1 2017-09-01 9 2017-09-04 6 2017-09-10 5 2017-09-12 3 2017-09-15 8 2017-09-24 3 2017-10-01 5 2017-10-10 3 2018-01-15 3 2018-01-16 1 2018-01-20 4 2018-01-25 1 2018-07-25 2 2018-07-27 1 2018-08-01 1 2018-08-03 1 2018-08-04 1 2018-08-05 1 2018-08-07 3 2018-08-08 5 2018-08-25 1 2018-08-27 1 2018-08-29 1 2018-09-07 1 2018-09-18 1 2018-10-08 1 2019-01-05 3 2019-01-10 1 2019-01-20 2 2019-01-24 1 2019-02-10 1 2019-02-19 2 2019-03-07 1 2019-09-18 1 Q233C. b.Type of product 288 92 1 Fungicide 112 2 Insecticide 108 3 Plant growth regulator/harvest aids/adjuvants 58 4 Herbicide 10 Sysmiss 92 Q233C. c. Brand product name 347 0 confidential 347 Q233C. c2. Brand product formulation 380 0 confidential 380 CODED VARIABLE - stringcode 380 0 confidential 380 CODED VARIABLE - active ingredient1 361 0 AZOXYSTROBIN 2 BENZOVINDIFLUPYR 5 CARBENDAZIM 6 CARBOXIN 11 CHLORFENAPYR 1 CYPROCONAZOLE 2 DIFENOCONAZOLE 2 Do not know 191 EMAMECTIN BENZOATE 2 EPOXYCONAZOLE 1 FIPRONIL 29 FLUDIOXONIL 48 IMIDACLOPRID 26 METALAXIL-M 1 PAKLOBUTRAZOLE 1 PARAQUAT DICHLORIDE 2 PICLORAM 6 PROTIOKONAZOL 3 S-METOLACHLOR 2 TEBUCONAZOLE 3 THIAMETHOXAM 10 THIOPHANATE-METYL 7 CODED VARIABLE - amount of ai1 162 218 2.35 960 191.854 140.815 CODED VARIABLE - unit (% or Gr) 166 0 % 10 g/l 156 CODED VARIABLE - active ingredient2 111 0 AZOXYSTROBIN 5 CYPROCONAZOLE 2 DIQUAT DIBROMYDE 2 FLUDIOXONIL 1 FLUXAPYROXAD 1 MEFENOXAM 3 METALAXIL-M 47 METSULFURON-METHYL 6 PICOXYSTROBINE 2 PYDIFLUMETOFEN 2 PYRACLOSTROBINE 7 THIAMETHOXAM 3 THIODICARB 16 THIRAM 11 TRIFLOXYSTROBINE 3 CODED VARIABLE - amount of ai2 111 269 3.52 450 144.518 145.215 CODED VARIABLE - active ingredient3 3 0 METALAXIL 1 PYRACLOSTROBINE 1 SEDAXANE 1 CODED VARIABLE - amount of ai3 3 377 2 81 29.23 44.854 CODED VARIABLE - active ingredient4 1 0 TIABENDAZOLE 1 CODED VARIABLE - amount of ai4 1 379 15 15 15 Q233C. d. PRODUCT 1: Dosage 234 146 1 100 22 2 1 25 3 2 48 4 200 24 5 5 2 6 400 5 7 50 3 8 4 4 9 3 10 10 60 2 11 300 14 12 150 8 13 40 5 14 80 7 15 170 3 16 500 4 17 30 2 18 2000 5 19 250 12 20 1000 2 21 1.5 4 22 1500 2 23 1.2 1 24 3.5 2 25 450 2 26 240 2 27 1.7 2 28 1.25 5 29 35 1 30 64 1 31 63 1 32 4800 4 Sysmiss 146 Q233C. e. PRODUCT 1: Unit of quantity 273 0 G/KG 3 GRAM/HECT 16 MILLILITER/HECT 116 ML/KG 138 Q233C. f. PRODUCT 1: Amount of H2O solved in LITERS per <HECT> 76 304 0.2 400 76.161 100.243 Q233C. g. PRODUCT 1: Pest/disease/ weed targeted 380 0 ACTIVADOR 2 1 BIOLOGICOS NUTRIENTES 1 BRAYRHIZOBIUM 1 CONTROL DE CHINCHES 1 CONTROL DE INSECTO DEL SUELO, HONGOS DE SEMILLA 1 CONTROL DE INSECTOS DEL SUELO, HONGOS DE LA SEMILLA 1 CORTADORA 1 Chupadoras 2 Chupadores 2 Chupadores y cortadores 1 DK 20 Damping 1 Damping off 2 Desarrollo Inicial 2 Diabrotica 2 1 1 1 1 Don't know 13 Don't know / no answer 185 ENRAIZADOR 1 Enraizador 1 Enraizamiento 1 Enraizante 2 FBN 3 FUSARIUM PHITYUM 1 FUSARIUM PITIUM 1 Fusarium 2 GUSANO COGOLLERO 1 GUSANO MASTICADOR 1 GUSANOS 3 1 GUSANOS DEL SUELO 1 GUSANOS MASTICADORES 1 Gusano 5 1 Gusano de alambre 2 Gusano de tierra 1 Gusano del suelo picador 2 Gusanos 1 Gusaono Cagollero 1 HOEMIGAS 1 HONGOS 9 1 HORMIGAS 1 1 Hojafina 2 Honcos 1 Hongo 2 Hongos 10 1 INOCULANTE 1 INOCULANTE BIOLOGICO 3 INOCULANTE BRAYRLYZOBIUM 1 INOCULANTE ENRAIZANTE 1 1 1 Inocuiante 1 Inoculante 2 Inoculante x 100gr 2 Inonculante 1 Insecticida 1 Insectos 7 Insectos Cortadores 2 MASTICADORES 3 1 MASTICADORES Y HORMIGAS 1 1 1 Onga ych-pacties 1 Oruga 2 Oruga y chupadores 1 PARA CONTROL DE ENFERMEDADES 2 PARA CONTROL DE MANCHA AMARILLA 1 PARA PREVENIR ENFERMEDADES 1 PARA PREVENIR LAS ENFERMEDADES 1 PREVENTIVO 2 Preventivo 2 Proclaim 1 Pudricion de raiz rhizoctonia 1 Pudricion de rhizoctonia 1 1 RHIZOCTONIA 3 SANIDAD VEGETAL 2 SPODOPTERA, HELICOVERPA 1 Sercoopora 1 Sigospora 2 1 1 TODOS LOS HONGOS 1 aplicar de forma preventiva o ante de los primeros sintomasa de la enfermedad 1 aplicar de forma preventiva o antes de aparicion de la enfermedad 1 control de hongos 2 control de horugas 2 control de malezas 1 general 2 hongos de semilla 1 malezas 1 para prevenir diversas enfermedades 2 roya enfermedades de insectos 1 roya y enfermedades de insectos 1 CODED VARIABLE Syngenta product? (1 = YES; 0 = NO) 363 17 1 Yes 82 2 No 281 Sysmiss 17 Year in which the data was collected 382 0 2014 2019 2016.332 1.695 Country 382 0 Paraguay 382 Unique identifier per cluster 382 0 ParaguayMaize1 45 ParaguayMaize1+2 61 ParaguayMaize2 54 ParaguaySoybean1 58 ParaguaySoybean1+2 108 ParaguaySoybean2 56 Unique identifier per grower 382 0 31100107 31223215 31185455.628 42184.928 Field code (A or B) 382 0 A 235 B 147 Multiple corners of same field can be registered (only from 2018 onwards) 174 0 1 45 2 28 One gps location of each farm 54 One gps location of each growingarea 47 gps_option 56 326 1 1 1 interviewer captures at least two points per field 56 Description of the field (from 2018 onwards) 54 328 1 3 1 Irregular shape 2 2 Rectangle 8 3 Square 44 Latititude degrees 157 0 confidential 157 Latititude minutes 157 0 confidential 157 Latititude seconds 157 0 confidential 157 Longitude degrees 157 0 confidential 157 Longitude minutes 157 0 confidential 157 Longitude seconds 157 0 confidential 157 Q151. Open field or in a greenhouse? 174 208 1 1 1 Open field 174 Q1. F. Would it be okay for you for this company to contact you with information on The GGP? 238 0 No 3 Yes 235 administrative area 1 382 0 Alto Paraná 82 Asunción 18 Caaguazú 2 Caazapá 15 Canindeyú 2 Canindeyú Department 2 Central 7 Guairá 5 Itapúa 141 Misiones 2 Presidente Hayes 77 Tetãvore Alto Paraná 20 Tetãvore Itapúa 9