DDI_MDG_2016_AD2M-IIAS_v01_M_v01_A_OCS Office of Chief Statistician Development Economics Data Group 2023-02-17 NADA Version 01 (February 2023): This metadata was downloaded from the FAO website (https://microdata.fao.org/index.php/catalog) and it is identical to FAO version (MDG_2017_AD2M-IIAS_v01_EN_M_v01_A_OCS). The following two metadata fields were edited - Document ID and Survey ID. Project to Support Development in the Menabe and Melaky Regions, IFAD Impact Assessment Surveys 2016 AD2M-IIAS 2016 MDG_2016_AD2M-IIAS_v01_M_v01_A_OCS International Fund for Agricultural Development International Initiative for Impact Evaluation Research Solutions Africa NADA International Fund for Agricultural Development Government of Madagascar European Union European Union Agricultural Survey [ag/oth] Madagascar Menabe and Melaky regions of Madagascar. The project was implemented in 19 groups of villages across 5 districts in the 2 regions. Sample survey data [ssd] Computer Assisted Personal Interview [capi] 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 anon_analysis_11 0 658 anon_hhroster_11 0 12 ID QNN (sum) qharv (sum) qharv_corn (sum) qharv_rice (sum) qharv_cassava (sum) qharv_sweet_potato (sum) qharv_potato (sum) qharv_taro (sum) qharv_garlic (sum) qharv_breeds (sum) qharv_pumpkim (sum) qharv_onion (sum) qharv_beans (sum) qharv_lentils (sum) qharv_garbanzos (sum) qharv_favbeans (sum) qharv_tobacco (sum) qharv_banana (sum) qharv_lime (sum) qharv_mango (sum) qharv_orange (sum) qharv_tomato (sum) qharv_melon (sum) qharv_peanut (sum) qharv_sugar (sum) vharv (sum) vsold (sum) vsold_corn (sum) vsold_rice (sum) vsold_cassava (sum) vsold_sweet_potato (sum) vsold_potato (sum) vsold_taro (sum) vsold_garlic (sum) vsold_breeds (sum) vsold_pumpkim (sum) vsold_onion (sum) vsold_beans (sum) vsold_lentils (sum) vsold_garbanzos (sum) vsold_favbeans (sum) vsold_tobacco (sum) vsold_banana (sum) vsold_lime (sum) vsold_mango (sum) vsold_orange (sum) vsold_tomato (sum) vsold_melon (sum) vsold_peanut (sum) vsold_sugar Prop. Plot is held on a permanent or semi-permanent basis Prop. Plot primary soil type is Sand Prop. Plot primary soil type is Loam Prop. Plot primary soil type is Clay Prop. Plot Slope is Flat Prop. Plot Slope is Slight Prop. Plot Slope is Moderate Prop. Plot Slope is Steep Prop. Plot is Marsh/Wetland Prop. Plot had Terraces to Control Erosion Prop. Plot had Erosion Control Bunds Prop. Plot had Water Harvesting Bunds Prop. Plot had Sandbags/Gabions to Control Erosion Prop. Plot had Trees Planted to Control Erosion Prop. Plot had Grass Planted to Control Erosion Prop. Plot had Mulch Used to Control Erosion Prop. Plot had Drainage Ditches Prop. Plot had Biological Erosion Control Structure Prop. Plot had Mechanical Erosion Control Structure Prop. Plot had Any Erosion Control Structure Prop. Plot has Any Irrigation Prop. Plot x Crop x Season were in area w/ an irrigation system Proportion of Plot Area where Organic Fertilizer was used Proportion of Plot Area where Inorganic Fertilizer was used Proportion of Plot Area where Herbicide was Applied Proportion of Plot Area where Pesticide was Applied Prop. Crop was planted on [plot] in [season] (as opposed to sown) (sum) ha (sum) ha_flag (sum) ha_corn (sum) ha_rice (sum) ha_cassava (sum) ha_sweet_potato (sum) ha_potato (sum) ha_taro (sum) ha_garlic (sum) ha_breeds (sum) ha_pumpkim (sum) ha_onion (sum) ha_beans (sum) ha_lentils (sum) ha_garbanzos (sum) ha_favbeans (sum) ha_tobacco (sum) ha_banana (sum) ha_lime (sum) ha_mango (sum) ha_orange (sum) ha_tomato (sum) ha_peanut (sum) ha_sugar (max) nb_crops Sex of Plot Manager Plot Manager is Female Plot Manager Has Any Education Age of Plot Manager 1 (0, 15] 2 (15,25] 3 (25,35] 4 (35,45] 5 (45,55] 6 (55,65] 7 (65,75] 8 +75 Education Level of Plot Manager 1 Sans instruction 2 Primaire (CEPE) 3 Secondaire 1er cycle (BEPC) 4 Secondaire 2nd cycle (BACC) 5 Supérieur + 2 (LICENSE) 6 Supérieur + 3 et plus 7 Don't know 8 Refused Plot has Any Irrigation Non-Irrigated 1 Irrigated Conversion for area if crop was < full area of plot Irrigation Status Non-Irrigated 1 Irrigated Position of plot on irrigation circuit (1=closest) Plot is irrigated with more than one channel Minutes that plot is irrigated (0=<10, 1=11-30, 2>30) Irrigation minutes match needs Quality of irrigation water All allocated water was received Organic Fertilizer was Used on Any Plot Inorganic Fertilizer was Used on Any Plot Herbicide was Used on Any Plot Pesticide was Used on Any Plot Month in which planting was completed for [crop] on [plot] in [season] Crop was planted on [plot] in [season] (as opposed to sown) Relationship to Head of Plot Manager Age of Plot Manager 1 (0, 15] 2 (15,25] 3 (25,35] 4 (35,45] 5 (45,55] 6 (55,65] 7 (65,75] 8 +75 Production Quantity kgs per Hectare of corn in [season] Production Quantity kgs per Hectare of rice in [season] Production Quantity kgs per Hectare of cassava in [season] Production Quantity kgs per Hectare of sweet_potato in [season] Production Quantity kgs per Hectare of potato in [season] Production Quantity kgs per Hectare of taro in [season] Production Quantity kgs per Hectare of garlic in [season] Production Quantity kgs per Hectare of breeds in [season] Production Quantity kgs per Hectare of pumpkim in [season] Production Quantity kgs per Hectare of onion in [season] Production Quantity kgs per Hectare of beans in [season] Production Quantity kgs per Hectare of lentils in [season] Production Quantity kgs per Hectare of garbanzos in [season] Production Quantity kgs per Hectare of favbeans in [season] Production Quantity kgs per Hectare of tobacco in [season] Production Quantity kgs per Hectare of banana in [season] Production Quantity kgs per Hectare of lime in [season] Production Quantity kgs per Hectare of mango in [season] Production Quantity kgs per Hectare of orange in [season] Production Quantity kgs per Hectare of tomato in [season] Production Quantity kgs per Hectare of melon in [season] Production Quantity kgs per Hectare of peanut in [season] Production Quantity kgs per Hectare of sugar in [season] District Perimetre Code Perimetre Name Commune Code Commune Name Fokontany (Village) Code Fokontany (Village) Name HH Treatment Status 1 Treated 2 Non-Treated HH Adult Equivalents Household Size Dependency ratio (age<15 | >60):(15<=age<=60) Sex ratio (Female:Male) HH Has a Member That Can Read & Write Malagasy HH Proportion That Can Read & Write Malagasy HH Has a Member That Can Speak French HH Proportion That Can Speak French HH Highest Years of Education HH Highest Level of Education HH Had a Member with Wage Employment HH Had a Member with Part-Time Employment HH Proportion of Members > 10yrs with Wage Employment HH Proportion of Members > 10yrs with Part-Time Employment HH Head is Female HH Head Age 1 (0, 15] 2 (15,25] 3 (25,35] 4 (35,45] 5 (45,55] 6 (55,65] 7 (65,75] 8 +75 HH Head Can Read & Write Malagasy HH Head Can Read & Write French HH Head Can Speak Malagasy HH Head Can Speak French HH Head Had Any Years of Education HH Head Level of Education 1 Sans instruction 2 Primaire (CEPE) 3 Secondaire 1er cycle (BEPC) 4 Secondaire 2nd cycle (BACC) 5 Supérieur + 2 (LICENSE) 6 Supérieur + 3 et plus 7 Don't know 8 Refused HH Head Had Wage Employment HH Head Had Part-Time Employment Age of Dwelling Dwelling Wall Material 1 Grass 2 Mud 3 Compacted Dirt 4 Mud Bricks (unbaked) 5 Baked Bricks 6 Concrete 7 Wood 8 Metal Plates 9 Other, Specify 98 Don't Know 99 Refuse Dwelling Wall Materials are Improved/Permanent Separate Rooms of Dwelling RECODE of ff6 (F.F6) 1 Collected Firewood 2 Purchased Firewood 3 Grass 4 Paraffin/Oil 5 Electricity 6 Gas/Kerosene 7 Battery/Torch 8 Candle 9 Other, Specify 98 Don't Know 99 Refuse Dwelling Light is Paraffin/Electric/Kerosene/Candle Dwelling Light is Burning Wood / Grass Dwelling Light is Battery/Flashlight RECODE of ff7 (F.F7) 1 Collected Firewood 2 Purchased Firewood 3 Grass 4 Paraffin/Oil 5 Electricity 6 Charcoal 7 Crop Residues 8 Sawdust 9 Animal Dung 10 Other, Speciify 98 Don't Know 99 Refuse Dwelling Cooking Source is Paraffin/Electricity/Charcoal Dwelling Cooking Source is Firewood/Grass/Crop Residue/Sawdust/Dung HH N of Mobile Phones 1 Running Water In Home 2 Running Water In Courtyard 3 Communal Pump 4 Well in Courtyard 5 Public Well 6 Protected Water in Courtyard 7 Protected Public Water 8 Drilling/Borehole 9 River/Stream 10 Pond/Lake 11 Dam/Reservoir 12 Rainwater 13 Other, Specify 98 Don't Know 99 Refuse HH Has Access to Private Drinking Water Source HH Has Access to Improved Public Drinking Water Source HH Drinking Water is from Unprotected Source Minutes required to reach source of drinking water 1 No toilet 2 Flush toilet 3 Trad Latrine w/ Roof 4 Trad Latrine w/o Roof 98 Don't Know 99 Refuse HH Dwelling Has Improved Toilet Any Member Sleeps Under Mosquito Net Any Member Sleeps Under Treated Mosquito Net Any HH Member has a Financial Account Any HH Member Received A Formal Loan Any HH Member Received An Informal Loan HH Owns Mortar & Pestle HH N of Mortar & Pestle HH Owns Bed HH N of Bed HH Owns Table HH N of Table HH Owns Chair HH N of Chair HH Owns Fan HH N of Fan HH Owns Radio HH N of Radio HH Owns CD/DVD Player HH N of CD/DVD Player HH Owns TV HH N of TV HH Owns Sewing Machine HH N of Sewing Machine HH Owns Bicycle HH N of Bicycle HH Owns Motor Vehicle HH N of Motor Vehicle HH Owns Upholstered Chair HH N of Upholstered Chair HH Owns Coffee Table HH N of Coffee Table HH Owns Wardrobe/Drawers HH N of Wardrobe/Drawers HH Owns Paraffin Lantern HH N of Paraffin Lantern HH Owns Clock HH N of Clock HH Owns Clothes Iron HH N of Clothes Iron HH Owns Solar Panel HH N of Solar Panel HH Owns Hand Hoe HH N of Hand Hoe HH Owns Scythe HH N of Scythe HH Owns Axe HH N of Axe HH Owns Sprayer HH N of Sprayer HH Owns Machette HH N of Machette HH Owns Sickle HH N of Sickle HH Owns Pedal Pump HH N of Pedal Pump HH Owns Watering Can HH N of Watering Can HH Owns Ox Cart HH N of Ox Cart HH Owns Ox Plow HH N of Ox Plow HH Owns Ridger HH N of Ridger HH Owns Tiller HH N of Tiller HH Owns Generator HH N of Generator HH Owns Motorized Pump HH N of Motorized Pump HH Owns Grain Mill HH N of Grain Mill HH Owns Chicken Coop HH N of Chicken Coop HH Owns Livestock Pen HH N of Livestock Pen HH Owns Poultry Pen HH N of Poultry Pen HH Owns Storage House HH N of Storage House HH Owns Granary HH N of Granary HH Owns Barn HH N of Barn HH Owns Piggery HH N of Piggery Head or Spouse have children >15 living elsewhere N of children of Head or Spouse > 15 living elsewhere Any Child Sent Remittances in Last 12 Mos L.L1.L1_101 L.L1.L1_102 L.L1.L1_103 L.L2.L1_104 L.L2.L1_105 L.L3.L1_106 L.L3.L1_107 L.L3.L1_108 L.L3.L1_109 L.Recette_des_ventes_d_actifs.L1_110 L.Recette_des_ventes_d_actifs.L1_111 L.Recette_des_ventes_d_actifs.L1_112 L.Autres_recettes.L1_113 L.Autres_recettes.L1_114 HH Received Free Food HH Received Public Works HH Received Income From Work HH Received School Feeding Program HH Received Supplementary Feeding for Malnourished Children HH Received Scholarships HH Received Cash from Gov't HH Received Cash from Non-Gov't HH Received Any Social Safety Net Assistance O.O1_101 O.O1_102 O.O1_103 O.O1_104 O.O1_105 O.O1_106 O.O1_107 O.O1_108 O.O1_109 O.O1_110 O.O1_111 O.O1_112 O.O1_113 O.O1_114 O.O1_115 O.O1_116 O.O1_117 O.O1_118 O.O1_119 O.O1_120 O.O1_121 O.O1A O.O2a O.O2b O.O2c HH Suffered Loss of Any Member Last Year HH Suffered Loss of Any Income Earner Last Year HH Suffered Serious Illness or Accident of Any Member Last Year HH Received Extension Advice on Any Subject in last 12 mos HH Received Any Extension Advice from AD2M in last 12 mos HH N of Calf HH Has Any Calf HH N of Heifer HH Has Any Heifer HH N of Steer HH Has Any Steer HH N of Bull HH Has Any Bull HH N of Ox HH Has Any Ox HH N of Donkey/Mule/Horse HH Has Any Donkey/Mule/Horse HH N of Goat HH Has Any Goat HH N of Sheep HH Has Any Sheep HH N of Pig HH Has Any Pig HH N of Laying Hen/Broiler HH Has Any Laying Hen/Broiler HH N of Local Hen HH Has Any Local Hen HH N of Local Cock HH Has Any Local Cock HH N of Turkey HH Has Any Turkey HH N of Duck HH Has Any Duck HH N of Barbary Duck HH Has Any Barbary Duck HH N of Goose HH Has Any Goose HH N of Pigeon HH Has Any Pigeon Tropical Livestock Units HH N of Cattle HH Has Any Cattle HH Has Any Draught Animals HH N of Poultry HH Has Any Poultry HH Dwelling Wealth Index HH Asset Access Index HH Asset Wealth Index HH Wealth Index (Dwelling & Assets) Ag Asset Access Index Ag Asset Wealth Index Ag Wealth Index (Livestock & Asset Access) Distance to closest perimeter NDVI Index (Aug 2016) NDVI Index (Apr 2008) NDVI Index (Apr 2013) NDVI Index (Apr 2014) NDVI Index (Apr 2016) NDVI Index (Aug 2011) NDVI Index (Aug 2013) NDVI Index (Aug 2014) NDVI Index (Aug 2015) NDVI Index (Mar 2008) NDVI Index (Mar 2015) NDVI Index (May 2009) NDVI Index (May 2010) NDVI Index (May 2011) Worried About Food HH Lacked Food Any Member Sick HH Gave Aid Exposed to Frequent Shocks Number of seasons cultivated on a single plot HH Cultivated in More Than 1 Season Number of WUA Activities HH Received Training Number of Items Consumed Total Ed Exp (MGA) N Members Sick ln(Total Ed Exp (MGA)) Change in NDVI from March to April 2008 Scores for factor 1 ssn_rcvd_107 ssn_rcvd_108 == 1 Social Safety Net Access Index Fokontnay Proportion Receiving Extension Fokontnay Average Minutes to Drinking Water Fokontnay Access to Mobile Phones Fokontnay Access to Credit from Any Source Fokontnay Access Index of Drinking Water, Mobile Phones & Credit Commune Average Minutes to Drinking Water Commune Access to Mobile Phones Commune Access to Credit from Any Source Commune Access Index of Drinking Water, Mobile Phones & Credit District Belo Sur Triribihina Fertilizer was used on any plot Pesticide or Herbicide was used on any plot Any plot is near beginning of irrigation circuit irrig_r_circuitposition== 2.0000 irrig_r_circuitposition== 3.0000 irrig_r_minutebins== 0.0000 irrig_r_minutebins== 1.0000 Any plot is irrigated > 30 minutes Any plot is irrigated > 10 minutes Irrigation Water is Clear and Not Brackish irrig_r_waterquality== 2.0000 irrig_r_waterquality== 3.0000 Treatment Status Untreated 1 Treated Treated * Irrigated Treated * Irrigated group(treat irrig_q_any) Control Non-Irrigated Control Irrigated Treated Non-Irrigated Treated Irrigated ha, Winsorized fraction .01, high only ln(Hectares Cultivated) Treated * Prop. Irrig Treated * Prop. Irrig Index of Ag Wealth, and access to Irrig, Inorg Fert, Pest/Herb, SWC structures, Index of Ag Wealth, and access to Irrig, Inorg Fert, Pest/Herb, and Extension Index of Ag Wealth, and access to Irrig, Pest/Herb, SWC structures, and Extensio Index of Ag Wealth, and access to Irrig, Inorg Fert, SWC structures, and Extensi Index of Access to Irrig, Pest/Herb, Inorg Fert, SWC structures, and Extension Sample 1 - All Observations Not Included 1 Included Sample 2 - August 2011 NDVI < 0.46 Not Included 1 Included Sample 3 - No Non-Irrigating Treated & August 2011 NDVI < 0.46 Not Included 1 Included Farming practices Adoption of any new agr.technology !!! time period not specified 1 Grass/mud 2 Compact dirt/bricks/concrete/wood/metal plates 1 Firewood/grass 2 Sawdust/charcoal/elecricity/oil 1 River/Stream/Pond/Lake/Dam/Reservoir/Rainwater 2 Public Well/Drilling/Borehole 3 Communal Pump/Running Water In Home/Running Water In Courtyard/Well in Courtyard/Protected Water in Courtyard/Protected Public Water 1 Non-improved toilets 2 Improved toilets 3 quantiles of dwell_rooms 3 quantiles of mobile_n Housing assets index Durable assets index Productive assets index Livestock assets index Number of owned livestock Overall assets index Value of agricultural sales in local currency over the year Value of rice sales in local currency over the year Market participation for crops Market participation for corn Market participation for rice Market participation for cassava Market participation for sweet_potato Market participation for potato Market participation for taro Market participation for garlic Market participation for breeds Market participation for pumpkim Market participation for onion Market participation for beans Market participation for lentils Market participation for garbanzos Market participation for favbeans Market participation for tobacco Market participation for banana Market participation for lime Market participation for mango Market participation for orange Market participation for tomato Market participation for melon Market participation for peanut Market participation for sugar Production quantity in kgs over the year Rice quantity in kgs over the year Area of crop production in hectares cultivated over the year Crop productivity Crop productivity for corn Crop productivity for rice Crop productivity for cassava Crop productivity for sweet_potato Crop productivity for potato Crop productivity for taro Crop productivity for garlic Crop productivity for breeds Crop productivity for pumpkim Crop productivity for onion Crop productivity for beans Crop productivity for lentils Crop productivity for garbanzos Crop productivity for favbeans Crop productivity for tobacco Crop productivity for banana Crop productivity for lime Crop productivity for mango Crop productivity for orange Crop productivity for tomato Crop productivity for melon Crop productivity for peanut Crop productivity for sugar Crop diversification index (kg high value crops / tot kg crop prod) Crop diversification index (berger-parker) Crop diversification index (gini) Crop diversification index (shannon) Income diversification index (count) Livestock diversification (Margaleff) Women's decision making on at least one hh plot (crop, inputs, timing) poverty indicator 40th percentile PL - durable poverty indicator 60th percentile PL - durable poverty indicator 40th percentile PL - productive poverty indicator 60th percentile PL - productive poverty indicator 40th percentile PL - livestock poverty indicator 60th percentile PL - livestock poverty indicator 40th percentile PL - overall poverty indicator 60th percentile PL - overall ID QNN HH Treatment Status 1 Treated 2 Non-Treated Sex of [member] Relation of [member] to HH Head 1 Head 2 Spouse 3 Child 4 GrandChild 5 Nephew/Niece 6 Parent 7 Sibling 8 Son/Daughter In Law 9 Brother/Sister In Law 10 Grandparent 11 Father/Mother In Law 12 Other (with kinship) 13 Other (w/o kinship) 14 Other, specify 98 Don't Know 99 Refuse 1 [0,5] 2 (5,10] 3 (10,15] 4 (15,25] 5 (25,35] 6 (35, 45] 7 (45, 55] 8 (55,65] 9 (65,75] 10 +75 [Member] can speak Malagasy [Member] can speak French [Member] can read & write Malagasy [Member] can read & write French 1 Sans instruction 2 Primaire (CEPE) 3 Secondaire 1er cycle (BEPC) 4 Secondaire 2nd cycle (BACC) 5 Supérieur + 2 (LICENSE) 6 Supérieur + 3 et plus 7 Don't know 8 Refused [Member] Was Employed For A Wage Last Year [Member] Had Part-Time Employment Last Year