MLI_2016_AGRA_v01_M DDI_MLI_2016_AGRA_v01_M Institute of Statistical Social and Economic Research Development Economics Data Group 2021-11-09 Nesstar Publisher Version 01: This metadata was downloaded from the DataFirst website (https://www.datafirst.uct.ac.za/dataportal/index.php/catalog/central). The following two metadata fields were edited - Document and Survey ID. Alliance for a Green Revolution in Africa 2016-2017 Baseline Survey AGRA 2016-2017 MLI_2016_AGRA_v01_M Institute of Statistical Social and Economic Research Nesstar Publisher Agricultural Survey Version 01: Edited dataset for public distribution. The Alliance for a Green Revolution in Africa (AGRA) aims to effect market-led agricultural transformation in Africa. In Ghana, its objectives are to increase farmer productivity through access to quality inputs, reduce post-harvest losses through access to post-harvest storage technologies and support farmers through an enabling policy environment. Though agriculture remains the mainstay of most economies in Sub-Saharan Africa (SSA), the sector is faced with structural challenges which undermine the attainment of its optimal potential. The Alliance of Green Revolution in Africa (AGRA) has advanced its operations in recent years and aims to promote market-led agricultural transformation in the sub-region. In Mali, AGRA's objectives are to close yield gaps with the aim of doubling current yields; and also, to increase the volume of crop aggregation and processing in order to boost activities in the agri-food industry and support farmers through an enabling policy environment. In line with these objectives, the Institute of Statistical Social and Economic Research (ISSER) was contracted to conduct a baseline survey of farmer households in three regions in Mali principally noted for crop production to generate baseline data for key indicators broadly relating to households' welfare, farming practices, crop yields, crop losses and other features of the value chain in the cultivation of four major crops, namely maize, sorghum, millet and cowpea. Mali The study sampled and surveyed 2,977 farmer households from three regions in Mali. 1,056 were sampled from the Koulikoro region, 1,221 from Sikasso region, and 700 from the Segou region. The data is at the level of District and village. Households and individuals Sample survey data [ssd] Institute of Statistical Social and Economic Research Face-to-Face Interviews and Focus Groups Two data collection instruments will be used in collecting data for the qualitative baseline study. These are semi-structured interview and discussion guides. Both instruments are designed to address focus areas of the baseline study. Semi-structured interview guides were used as instruments to conduct in-depth interviews (IDIs) and key informant interviews (KIIs). A semi-structured discussion guide was designed and used to conduct the FGDs. Fieldwork for the quantitative survey covered an overall period of 4 weeks, spanning 7 December 2016 to 4 January 2017. The selected period coincided with the harvest period for the target crops for most farmers. Prior to field work, enumerators for the quantitative survey were trained on the content and techniques for administering the instrument, after which they were deployed to the field. Ghana ACEIR Hub, ISSER Institute of Statistical Social and Economic Research. Alliance for a Green Revolution in Africa 2016-2017, Mali Baseline Survey [dataset]. Version 1.Accra: ISSER [producer], 2016. Accra: Ghana ACEIR Hub [distributor], 2021. Public access data, available to all 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. Malidata2.NSDstat Mali 2016-2017 AGRA baseline survey data 0 154 Nesstar 200801 Cercle (or sub-region) Cercle (or sub-region) Cercle (or sub-region) Cercle (or sub-region) Cercle (or sub-region) 0 0 1 Koutiala 2 Sikasso 3 Yorosso 0 0 1 Koutiala 2 Sikasso 3 Yorosso Commune Commune Commune Commune Commune 0 0 village id (same as q1_3) village id (same as q1_3) village id (same as q1_3) village id (same as q1_3) village id (same as q1_3) 0 0 Q1.1. Name of locality Q1.1. Name of locality Q1.1. Name of locality Q1.1. Name of locality Q1.1. Name of locality 0 0 household identifier household identifier household identifier household identifier household identifier 0 0 Treatment Arms Treatment Arms Treatment Arms Treatment Arms Treatment Arms 0 0 1 post-harvest only 2 post-harvest & price treatment dummy (i.e. t=1 or 2) treatment dummy (i.e. t=1 or 2) treatment dummy (i.e. t=1 or 2) treatment dummy (i.e. t=1 or 2) treatment dummy (i.e. t=1 or 2) 0 0 number of wives number of wives number of wives number of wives number of wives 0 0 number of children number of children number of children number of children number of children 0 0 nuclear family size [head, spouse(s), and children] nuclear family size [head, spouse(s), and children] nuclear family size [head, spouse(s), and children] nuclear family size [head, spouse(s), and children] nuclear family size [head, spouse(s), and children] 0 0 0 0 household size household size household size household size household size 0 0 trimmed household size trimmed household size trimmed household size trimmed household size trimmed household size 0 0 =100 if married or in consensual union =100 if married or in consensual union =100 if married or in consensual union =100 if married or in consensual union =100 if married or in consensual union 0 0 =100 if head is married or in consensual union =100 if head is married or in consensual union =100 if head is married or in consensual union =100 if head is married or in consensual union =100 if head is married or in consensual union 0 0 sex of head (=1 if female) sex of head (=1 if female) sex of head (=1 if female) sex of head (=1 if female) sex of head (=1 if female) 0 0 age of head (years) age of head (years) age of head (years) age of head (years) age of head (years) 0 0 age of spouse (years) age of spouse (years) age of spouse (years) age of spouse (years) age of spouse (years) 0 0 head's religion head's religion head's religion head's religion head's religion 0 0 1 Muslim 2 Traditional 3 Christian 4 Spiritualist 5 No religion 6 Other 9 Not applicable =1 if polygamous household =1 if polygamous household =1 if polygamous household =1 if polygamous household =1 if polygamous household 0 0 # of members 0-14 years # of members 0-14 years # of members 0-14 years # of members 0-14 years # of members 0-14 years 0 0 # of members >64 year # of members >64 year # of members >64 year # of members >64 year # of members >64 year 0 0 # of members 15-64 years # of members 15-64 years # of members 15-64 years # of members 15-64 years # of members 15-64 years 0 0 share of members 0-14 years share of members 0-14 years share of members 0-14 years share of members 0-14 years share of members 0-14 years 0 0 share of members > 64 years share of members > 64 years share of members > 64 years share of members > 64 years share of members > 64 years 0 0 share of members 15-64 years share of members 15-64 years share of members 15-64 years share of members 15-64 years share of members 15-64 years 0 0 numebr of plots numebr of plots numebr of plots numebr of plots numebr of plots 0 0 =1 if household has irrigated land =1 if household has irrigated land =1 if household has irrigated land =1 if household has irrigated land =1 if household has irrigated land 0 0 =1 if maize producer =1 if maize producer =1 if maize producer =1 if maize producer =1 if maize producer 0 0 household-level maize cultivated area (ha) household-level maize cultivated area (ha) household-level maize cultivated area (ha) household-level maize cultivated area (ha) household-level maize cultivated area (ha) 0 0 0 0 estimated Kgs of maize harvested estimated Kgs of maize harvested estimated Kgs of maize harvested estimated Kgs of maize harvested estimated Kgs of maize harvested 0 0 trimmed harvested maize trimmed harvested maize trimmed harvested maize trimmed harvested maize trimmed harvested maize 0 0 =1 if sorghum producer =1 if sorghum producer =1 if sorghum producer =1 if sorghum producer =1 if sorghum producer 0 0 household-level sorghum cultivated area (ha) household-level sorghum cultivated area (ha) household-level sorghum cultivated area (ha) household-level sorghum cultivated area (ha) household-level sorghum cultivated area (ha) 0 0 0 0 estimated Kgs of sorghum harvested estimated Kgs of sorghum harvested estimated Kgs of sorghum harvested estimated Kgs of sorghum harvested estimated Kgs of sorghum harvested 0 0 0 0 =1 if millet producer =1 if millet producer =1 if millet producer =1 if millet producer =1 if millet producer 0 0 household-level millet cultivated area (ha) household-level millet cultivated area (ha) household-level millet cultivated area (ha) household-level millet cultivated area (ha) household-level millet cultivated area (ha) 0 0 0 0 estimated Kgs of millet harvested estimated Kgs of millet harvested estimated Kgs of millet harvested estimated Kgs of millet harvested estimated Kgs of millet harvested 0 0 0 0 =1 if rice producer =1 if rice producer =1 if rice producer =1 if rice producer =1 if rice producer 0 0 household-level rice cultivated area (ha) household-level rice cultivated area (ha) household-level rice cultivated area (ha) household-level rice cultivated area (ha) household-level rice cultivated area (ha) 0 0 0 0 estimated Kgs of maize harvested estimated Kgs of maize harvested estimated Kgs of maize harvested estimated Kgs of maize harvested estimated Kgs of maize harvested 0 0 0 0 estimated Kgs of cereals harvested estimated Kgs of cereals harvested estimated Kgs of cereals harvested estimated Kgs of cereals harvested estimated Kgs of cereals harvested 0 0 maize yileds (kg/ha) maize yileds (kg/ha) maize yileds (kg/ha) maize yileds (kg/ha) maize yileds (kg/ha) 0 0 sorghum yileds (kg/ha) sorghum yileds (kg/ha) sorghum yileds (kg/ha) sorghum yileds (kg/ha) sorghum yileds (kg/ha) 0 0 millet yileds (kg/ha) millet yileds (kg/ha) millet yileds (kg/ha) millet yileds (kg/ha) millet yileds (kg/ha) 0 0 rice yileds (kg/ha) rice yileds (kg/ha) rice yileds (kg/ha) rice yileds (kg/ha) rice yileds (kg/ha) 0 0 =1 if cotton producer =1 if cotton producer =1 if cotton producer =1 if cotton producer =1 if cotton producer 0 0 household-level groundnut cultivated area (ha) household-level groundnut cultivated area (ha) household-level groundnut cultivated area (ha) household-level groundnut cultivated area (ha) household-level groundnut cultivated area (ha) 0 0 0 0 household-level cowpea cultivated area (ha) household-level cowpea cultivated area (ha) household-level cowpea cultivated area (ha) household-level cowpea cultivated area (ha) household-level cowpea cultivated area (ha) 0 0 0 0 household-level cotton cultivated area (ha) household-level cotton cultivated area (ha) household-level cotton cultivated area (ha) household-level cotton cultivated area (ha) household-level cotton cultivated area (ha) 0 0 0 0 household-level total plot size (ha) household-level total plot size (ha) household-level total plot size (ha) household-level total plot size (ha) household-level total plot size (ha) 0 0 0 0 household-level cultivated area (ha) household-level cultivated area (ha) household-level cultivated area (ha) household-level cultivated area (ha) household-level cultivated area (ha) 0 0 0 0 =1 if groundnut producer =1 if groundnut producer =1 if groundnut producer =1 if groundnut producer =1 if groundnut producer 0 0 =1 if cowpea producer =1 if cowpea producer =1 if cowpea producer =1 if cowpea producer =1 if cowpea producer 0 0 =1 if cotton producer =1 if cotton producer =1 if cotton producer =1 if cotton producer =1 if cotton producer 0 0 Charettes of maize harvested Charettes of maize harvested Charettes of maize harvested Charettes of maize harvested Charettes of maize harvested 0 0 big-bags of maize harvested big-bags of maize harvested big-bags of maize harvested big-bags of maize harvested big-bags of maize harvested 0 0 kgs of maize harvested kgs of maize harvested kgs of maize harvested kgs of maize harvested kgs of maize harvested 0 0 tonnes of maize harvested tonnes of maize harvested tonnes of maize harvested tonnes of maize harvested tonnes of maize harvested 0 0 Kgs of maize harvested (other units) Kgs of maize harvested (other units) Kgs of maize harvested (other units) Kgs of maize harvested (other units) Kgs of maize harvested (other units) 0 0 Charettes of sorghum harvested Charettes of sorghum harvested Charettes of sorghum harvested Charettes of sorghum harvested Charettes of sorghum harvested 0 0 big-bags of sorghum harvested big-bags of sorghum harvested big-bags of sorghum harvested big-bags of sorghum harvested big-bags of sorghum harvested 0 0 kgs of sorghum harvested kgs of sorghum harvested kgs of sorghum harvested kgs of sorghum harvested kgs of sorghum harvested 0 0 tonnes of sorghum harvested tonnes of sorghum harvested tonnes of sorghum harvested tonnes of sorghum harvested tonnes of sorghum harvested 0 0 Kgs of sorghum harvested (other units) Kgs of sorghum harvested (other units) Kgs of sorghum harvested (other units) Kgs of sorghum harvested (other units) Kgs of sorghum harvested (other units) 0 0 Charettes of millet harvested Charettes of millet harvested Charettes of millet harvested Charettes of millet harvested Charettes of millet harvested 0 0 big-bags of millet harvested big-bags of millet harvested big-bags of millet harvested big-bags of millet harvested big-bags of millet harvested 0 0 kgs of millet harvested kgs of millet harvested kgs of millet harvested kgs of millet harvested kgs of millet harvested 0 0 tonnes of millet harvested tonnes of millet harvested tonnes of millet harvested tonnes of millet harvested tonnes of millet harvested 0 0 Kgs of millet harvested (other units) Kgs of millet harvested (other units) Kgs of millet harvested (other units) Kgs of millet harvested (other units) Kgs of millet harvested (other units) 0 0 Charettes of rice harvested Charettes of rice harvested Charettes of rice harvested Charettes of rice harvested Charettes of rice harvested 0 0 big-bags of rice harvested big-bags of rice harvested big-bags of rice harvested big-bags of rice harvested big-bags of rice harvested 0 0 kgs of rice harvested kgs of rice harvested kgs of rice harvested kgs of rice harvested kgs of rice harvested 0 0 tonnes of rice harvested tonnes of rice harvested tonnes of rice harvested tonnes of rice harvested tonnes of rice harvested 0 0 Kgs of rice harvested (other units) Kgs of rice harvested (other units) Kgs of rice harvested (other units) Kgs of rice harvested (other units) Kgs of rice harvested (other units) 0 0 =1 if used improved maize seed =1 if used improved maize seed =1 if used improved maize seed =1 if used improved maize seed =1 if used improved maize seed 0 0 =1 if used improved sorghum seed =1 if used improved sorghum seed =1 if used improved sorghum seed =1 if used improved sorghum seed =1 if used improved sorghum seed 0 0 =1 if used improved millet seed =1 if used improved millet seed =1 if used improved millet seed =1 if used improved millet seed =1 if used improved millet seed 0 0 =1 if used improved rice seed =1 if used improved rice seed =1 if used improved rice seed =1 if used improved rice seed =1 if used improved rice seed 0 0 =1 if used improved seed =1 if used improved seed =1 if used improved seed =1 if used improved seed =1 if used improved seed 0 0 household expenditure on maize seed household expenditure on maize seed household expenditure on maize seed household expenditure on maize seed household expenditure on maize seed 0 0 conditional household expenditure on maize seed conditional household expenditure on maize seed conditional household expenditure on maize seed conditional household expenditure on maize seed conditional household expenditure on maize seed 0 0 household expenditure on sorghum seed household expenditure on sorghum seed household expenditure on sorghum seed household expenditure on sorghum seed household expenditure on sorghum seed 0 0 conditional household expenditure on sorghum seed conditional household expenditure on sorghum seed conditional household expenditure on sorghum seed conditional household expenditure on sorghum seed conditional household expenditure on sorghum seed 0 0 household expenditure on millet seed household expenditure on millet seed household expenditure on millet seed household expenditure on millet seed household expenditure on millet seed 0 0 conditional household expenditure on millet seed conditional household expenditure on millet seed conditional household expenditure on millet seed conditional household expenditure on millet seed conditional household expenditure on millet seed 0 0 household expenditure on rice seed household expenditure on rice seed household expenditure on rice seed household expenditure on rice seed household expenditure on rice seed 0 0 conditional household expenditure on rice seed conditional household expenditure on rice seed conditional household expenditure on rice seed conditional household expenditure on rice seed conditional household expenditure on rice seed 0 0 household expenditure on planting material household expenditure on planting material household expenditure on planting material household expenditure on planting material household expenditure on planting material 0 0 conditional household expenditure on seeds conditional household expenditure on seeds conditional household expenditure on seeds conditional household expenditure on seeds conditional household expenditure on seeds 0 0 =100 if household used fertilizer =100 if household used fertilizer =100 if household used fertilizer =100 if household used fertilizer =100 if household used fertilizer 0 0 =100 if used Herbicide/Insecticide/Fungicide =100 if used Herbicide/Insecticide/Fungicide =100 if used Herbicide/Insecticide/Fungicide =100 if used Herbicide/Insecticide/Fungicide =100 if used Herbicide/Insecticide/Fungicide 0 0 =100 if chemicals from FBO/cooperative =100 if chemicals from FBO/cooperative =100 if chemicals from FBO/cooperative =100 if chemicals from FBO/cooperative =100 if chemicals from FBO/cooperative 0 0 =100 if chemicals from Open market =100 if chemicals from Open market =100 if chemicals from Open market =100 if chemicals from Open market =100 if chemicals from Open market 0 0 =100 if chemicals from Private aggregator =100 if chemicals from Private aggregator =100 if chemicals from Private aggregator =100 if chemicals from Private aggregator =100 if chemicals from Private aggregator 0 0 =100 if chemicals from other sources =100 if chemicals from other sources =100 if chemicals from other sources =100 if chemicals from other sources =100 if chemicals from other sources 0 0 0 0 0 0 household-level expenditure on chemicals household-level expenditure on chemicals household-level expenditure on chemicals household-level expenditure on chemicals household-level expenditure on chemicals 0 0 0 0 0 0 0 0 per hectare expenditure on chemical fertilizer per hectare expenditure on chemical fertilizer per hectare expenditure on chemical fertilizer per hectare expenditure on chemical fertilizer per hectare expenditure on chemical fertilizer 0 0 per hectare expenditure on other chemicals per hectare expenditure on other chemicals per hectare expenditure on other chemicals per hectare expenditure on other chemicals per hectare expenditure on other chemicals 0 0 conditional per hectare expenditure on chemical fertilizer conditional per hectare expenditure on chemical fertilizer conditional per hectare expenditure on chemical fertilizer conditional per hectare expenditure on chemical fertilizer conditional per hectare expenditure on chemical fertilizer 0 0 conditional per hectare expenditure on other chemicals conditional per hectare expenditure on other chemicals conditional per hectare expenditure on other chemicals conditional per hectare expenditure on other chemicals conditional per hectare expenditure on other chemicals 0 0 =100 if source of maize seed is own harvest =100 if source of maize seed is own harvest =100 if source of maize seed is own harvest =100 if source of maize seed is own harvest =100 if source of maize seed is own harvest 0 0 =100 if source of maize seed is FBO/cooperative =100 if source of maize seed is FBO/cooperative =100 if source of maize seed is FBO/cooperative =100 if source of maize seed is FBO/cooperative =100 if source of maize seed is FBO/cooperative 0 0 =100 if source of maize seed is Open market =100 if source of maize seed is Open market =100 if source of maize seed is Open market =100 if source of maize seed is Open market =100 if source of maize seed is Open market 0 0 =100 if source of maize seed is other sources =100 if source of maize seed is other sources =100 if source of maize seed is other sources =100 if source of maize seed is other sources =100 if source of maize seed is other sources 0 0 =100 if source of sorghum seed is own harvest =100 if source of sorghum seed is own harvest =100 if source of sorghum seed is own harvest =100 if source of sorghum seed is own harvest =100 if source of sorghum seed is own harvest 0 0 =100 if source of sorghum seed is FBO/cooperative =100 if source of sorghum seed is FBO/cooperative =100 if source of sorghum seed is FBO/cooperative =100 if source of sorghum seed is FBO/cooperative =100 if source of sorghum seed is FBO/cooperative 0 0 =100 if source of sorghum seed is Open market =100 if source of sorghum seed is Open market =100 if source of sorghum seed is Open market =100 if source of sorghum seed is Open market =100 if source of sorghum seed is Open market 0 0 =100 if source of sorghum seed is other sources =100 if source of sorghum seed is other sources =100 if source of sorghum seed is other sources =100 if source of sorghum seed is other sources =100 if source of sorghum seed is other sources 0 0 =100 if source of millet seed is own harvest =100 if source of millet seed is own harvest =100 if source of millet seed is own harvest =100 if source of millet seed is own harvest =100 if source of millet seed is own harvest 0 0 =100 if source of millet seed is FBO/cooperative =100 if source of millet seed is FBO/cooperative =100 if source of millet seed is FBO/cooperative =100 if source of millet seed is FBO/cooperative =100 if source of millet seed is FBO/cooperative 0 0 =100 if source of millet seed is Open market =100 if source of millet seed is Open market =100 if source of millet seed is Open market =100 if source of millet seed is Open market =100 if source of millet seed is Open market 0 0 =100 if source of millet seed is other sources =100 if source of millet seed is other sources =100 if source of millet seed is other sources =100 if source of millet seed is other sources =100 if source of millet seed is other sources 0 0 =100 if source of rice seed is own harvest =100 if source of rice seed is own harvest =100 if source of rice seed is own harvest =100 if source of rice seed is own harvest =100 if source of rice seed is own harvest 0 0 =100 if source of rice seed is FBO/cooperative =100 if source of rice seed is FBO/cooperative =100 if source of rice seed is FBO/cooperative =100 if source of rice seed is FBO/cooperative =100 if source of rice seed is FBO/cooperative 0 0 =100 if source of rice seed is Open market =100 if source of rice seed is Open market =100 if source of rice seed is Open market =100 if source of rice seed is Open market =100 if source of rice seed is Open market 0 0 =100 if source of rice seed is other sources =100 if source of rice seed is other sources =100 if source of rice seed is other sources =100 if source of rice seed is other sources =100 if source of rice seed is other sources 0 0 =1 if contracted some credit =1 if contracted some credit =1 if contracted some credit =1 if contracted some credit =1 if contracted some credit 0 0 chemical fertilizer chemical fertilizer chemical fertilizer chemical fertilizer chemical fertilizer 0 0 organic fertilizer organic fertilizer organic fertilizer organic fertilizer organic fertilizer 0 0 seeds seeds seeds seeds seeds 0 0 ploughing ploughing ploughing ploughing ploughing 0 0 labour labour labour labour labour 0 0 =1 if credit form NBFI =1 if credit form NBFI =1 if credit form NBFI =1 if credit form NBFI =1 if credit form NBFI 0 0 =1 if credit form FBO =1 if credit form FBO =1 if credit form FBO =1 if credit form FBO =1 if credit form FBO 0 0 =1 if credit form Freinds =1 if credit form Freinds =1 if credit form Freinds =1 if credit form Freinds =1 if credit form Freinds 0 0 =1 if credit form Other =1 if credit form Other =1 if credit form Other =1 if credit form Other =1 if credit form Other 0 0 =1 if credit form Bank =1 if credit form Bank =1 if credit form Bank =1 if credit form Bank =1 if credit form Bank 0 0 =1 if received input credit =1 if received input credit =1 if received input credit =1 if received input credit =1 if received input credit 0 0 main source of input credit main source of input credit main source of input credit main source of input credit main source of input credit 0 0 1 FBO/cooperative value of input credit (US$) value of input credit (US$) value of input credit (US$) value of input credit (US$) value of input credit (US$) 0 0 0 0 0 0 0 0 0 0 0 0