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Feed the Future Malawi: Baseline Household Survey, Household Data Used for the Women's Empowerment in Agriculture Index
This dataset describes data about the households that participated in this baseline survey collected for the express purpose of calculating the Women's Empowerment in Agriculture Index (WEAI). The spreadsheet has 233 columns and 4,880 rows. The Malawi Population-Based Survey (PBS) provides a comprehensive assessment of the current status of agriculture and food security in seven districts in the Central and Southern Regions: Mchinji, Lilongwe, Dedza, Ntcheu, Balaka, Machinga, and Mangochi. The PBS was conducted from November 14 to December 22, 2012. The overall objective of the survey is to provide baseline on data living standards, nutritional status, and women's empowerment in agriculture in the Zone Of Influence. A total of 3,397 households in the ZOI were interviewed for the PBS, and these households were spread across 126 rural standard enumeration areas (SEAs) in the seven districts.
Columns
| Name | Socrata field name | Column name in sgr mount | Data type | Description |
|---|---|---|---|---|
| ci_gap | ci_gap | ci_gap | Number | Individual empowerment gap for women without parity |
| e02_b | e02_b | e02_b | Number | g4 02 Speak in public to ensure proper wages |
| g01_c | g01_c | g01_c | Number | g5 01c Crops to grow whose Decision |
| g05_b | g05_b | g05_b | Number | g5 05b Input to buy reflect own value |
| c01a_b | c01a_b | c01a_b | Number | g3 1a b Anyone Owns Large Livestock |
| c01b_h | c01b_h | c01b_h | Number | g3 1b h Household owns Nonfarm Equip |
| g404_i | g404_i | g404_i | Number | g4 04i Is there a religious group |
| c01b_l | c01b_l | c01b_l | Number | g3 1b l Household owns Cell Phone |
| c05_k | c05_k | c05_k | Text | g3 04k Decide to give away Small Durable |
| c02_g | c02_g | c02_g | Number | g3 02g Owns most of Farm Equip mech |
| wt_weai_1 | wt_weai_1 | wt_weai_1 | Number | WEAI weight for Males |
| c06_e | c06_e | c06_e | Number | g3 05e Decide to rent out Fish Pond |
| f04b | f04b | f04b | Number | g6 02 How satisfied scale of 1 10 |
| c02_f | c02_f | c02_f | Number | g3 02f Owns most of Farm Equip non mech |
| c02_k | c02_k | c02_k | Number | g3 02k Owns most of Small Durable |
| raiprod_any | raiprod_any | raiprod_any | Number | Inadequacy in autonomy in production |
| weaiwght | weaiwght | weaiwght | Number | Gender specific WEAI weight |
| c06_f | c06_f | c06_f | Number | g3 05f Decide to rent out Farm Equip non mech |
| b02_2 | b02_2 | b02_2 | Number | g2 02b Input for Cash crop farming |
| c01a_c | c01a_c | c01a_c | Number | g3 1a c Anyone Owns Small Livestock |
| c02_m | c02_m | c02_m | Number | g3 02m Owns most of Other Land |
| g01_g | g01_g | g01_g | Number | g5 01g Wage whose Decision |
| b03_3 | b03_3 | b03_3 | Number | g2 03c Input for spend money from Livestock raising |
| c09_a | c09_a | c09_a | Number | g3 06a Decide to buy new Agriculture |
| g04_c | g04_c | g04_c | Number | g5 04c Crops to grow avoid think poorly |
| c06_g | c06_g | c06_g | Number | g3 05g Decide to rent out Farm Equip mech |
| c10_b | c10_b | c10_b | Number | g3 07b Taken any loans from Informal lender |
| c01b_k | c01b_k | c01b_k | Number | g3 1b k Household owns Small Durable |
| c01b_c | c01b_c | c01b_c | Number | g3 1b c Household owns Small Livestock |
| g404_a | g404_a | g404_a | Number | g4 04a Is there a agricultural livestock fisheries producer group |
| c06_k | c06_k | c06_k | Text | g3 05k Decide to rent out Small Durable |
| ci_above | ci_above | ci_above | Number | Individual indicator that woman lacks gender parity |
| a12 | a12 | a12 | Number | ZIG1 Int alone |
| e07_b | e07_b | e07_b | Number | g4 05b Active member of any water users group |
| ea_20p | ea_20p | ea_20p | Number | Population value of 5DE |
| g03_d | g03_d | g03_d | Number | g5 03d Market avoid trouble |
| wt_weai_2 | wt_weai_2 | wt_weai_2 | Number | WEAI weight for Females |
| c05_h | c05_h | c05_h | Text | g3 04h Decide to give away Nonfarm Equip |
| c06_n | c06_n | c06_n | Text | g3 05n Decide to rent out Transportation |
| c05_i | c05_i | c05_i | Text | g3 04i Decide to give away House |
| c04_c | c04_c | c04_c | Number | g3 03c Decide to sell Small Livestock |
| g01_e | g01_e | g01_e | Number | g5 01e Livestock raising whose Decision |
| c09_c | c09_c | c09_c | Number | g3 06c Decide to buy new Small Livestock |
| c01a_e | c01a_e | c01a_e | Number | g3 1a e Anyone Owns Fish Pond |
| g03_b | g03_b | g03_b | Number | g5 03b Input to buy avoid trouble |
| g05_d | g05_d | g05_d | Number | g5 05d Market reflect own value |
| zia_district_cd | zia_district_cd | zia_district_cd | Number | ZIA District cd |
| c11_d | c11_d | c11_d | Number | g3 08d Decide to borrow from Friends |
| e07_f | e07_f | e07_f | Number | g4 05f Active member of any trade and business association |
| b01_1 | b01_1 | b01_1 | Number | g2 01a Participate in Food crop farming |
| c01b_e | c01b_e | c01b_e | Number | g3 1b e Household owns Fish Pond |
| c04_d | c04_d | c04_d | Number | g3 03d Decide to sell Chicken |
| gpi | gpi | gpi | Number | Population value of GPI |
| c01a_f | c01a_f | c01a_f | Number | g3 1a f Anyone Owns Farm Equip non mech |
| d01 | d01 | d01 | Number | ZID Roof tp |
| c05_d | c05_d | c05_d | Number | g3 04d Decide to give away Chicken |
| c12_b | c12_b | c12_b | Number | g3 09b Decide how to use money from Informal lender |
| jrightanyagr | jrightanyagr | jrightanyagr | Number | Inadequacy in purchase sale or transfer of assets |
| c04_h | c04_h | c04_h | Text | g3 03h Decide to sell Nonfarm Equip |
| d07 | d07 | d07 | Number | ZID Electr yn |
| c05_n | c05_n | c05_n | Text | g3 04n Decide to give away Transportation |
| c04_a | c04_a | c04_a | Number | g3 03a Decide to sell Agriculture |
| c05_a | c05_a | c05_a | Number | g3 04a Decide to give away Agriculture |
| e07_e | e07_e | e07_e | Number | g4 05e Active member of any mutual felp or insurance group |
| npoor_z105 | npoor_z105 | npoor_z105 | Number | Inadequacy in workload |
| g404_e | g404_e | g404_e | Number | g4 04e Is there a mutual felp or insurance group |
| c04_l | c04_l | c04_l | Text | g3 03l Decide to sell Cell Phone |
| credjanydec_any | credjanydec_any | credjanydec_any | Number | Inadequacy in access to and decisions on credit |
| rp | rp | rp | Number | Average empowerment gap for women without parity |
| c09_m | c09_m | c09_m | Text | g3 06m Decide to buy new Other Land |
| c06_h | c06_h | c06_h | Text | g3 05h Decide to rent out Nonfarm Equip |
| d08 | d08 | d08 | Number | ZID Fuel src |
| c01a_k | c01a_k | c01a_k | Number | g3 1a k Anyone Owns Small Durable |
| g04_e | g04_e | g04_e | Number | g5 04e Livestock raising avoid think poorly |
| g04_b | g04_b | g04_b | Number | g5 04b Input to buy avoid think poorly |
| a04 | a04 | a04 | Number | Primary Secondary |
| c01a_i | c01a_i | c01a_i | Number | g3 1a i Anyone Owns House |
| c06_b | c06_b | c06_b | Number | g3 05b Decide to rent out Large Livestock |
| g404_d | g404_d | g404_d | Number | g4 04d Is there a credit or microfinance group |
| c11_e | c11_e | c11_e | Number | g3 08e Decide to borrow from Group |
| c01b_f | c01b_f | c01b_f | Number | g3 1b f Household owns Farm Equip non mech |
| zia_int_outcome | zia_int_outcome | zia_int_outcome | Number | ZIA Int outcome |
| d04 | d04 | d04 | Number | ZID Rooms num |
| c04_i | c04_i | c04_i | Text | g3 03i Decide to sell House |
| c01b_b | c01b_b | c01b_b | Number | g3 1b b Household owns Large Livestock |
| c06_i | c06_i | c06_i | Text | g3 05i Decide to rent out House |
| e07_d | e07_d | e07_d | Number | g4 05d Active member of any credit or microfinance group |
| c01a_h | c01a_h | c01a_h | Number | g3 1a h Anyone Owns Nonfarm Equip |
| aa | aa | aa | Number | Average empowerment score of women not yet empowered |
| g02_d | g02_d | g02_d | Number | g5 02d Market personal Decision |
| c06_l | c06_l | c06_l | Text | g3 05l Decide to rent out Cell Phone |
| c01a_d | c01a_d | c01a_d | Number | g3 1a d Anyone Owns Chicken |
| b01_2 | b01_2 | b01_2 | Number | g2 01b Participate in Cash crop farming |
| e07_g | e07_g | e07_g | Number | g4 05g Active member of any civic or charitable group |
| c09_g | c09_g | c09_g | Number | g3 06g Decide to buy new Farm Equip mech |
| country | country | country | Text | ZIA Country |
| c09_j | c09_j | c09_j | Text | g3 06j Decide to buy new Large Durable |
| c06_d | c06_d | c06_d | Number | g3 05d Decide to rent out Chicken |
| he | he | he | Number | of women empowered |
| c10_a | c10_a | c10_a | Number | g3 07a Taken any loans from NGO |
| c09_h | c09_h | c09_h | Text | g3 06h Decide to buy new Nonfarm Equip |
| g404_c | g404_c | g404_c | Number | g4 04c Is there a forest users group |
| c12_d | c12_d | c12_d | Number | g3 09d Decide how to use money from Friends |
| b02_3 | b02_3 | b02_3 | Number | g2 02c Input for Livestock raising |
| e07_k | e07_k | e07_k | Number | g4 05k Active member of any other |
| c01a_l | c01a_l | c01a_l | Number | g3 1a l Anyone Owns Cell Phone |
| c04_f | c04_f | c04_f | Number | g3 03f Decide to sell Farm Equip non mech |
| c10_e | c10_e | c10_e | Number | g3 07e Taken any loans from Group |
| modf_missing | modf_missing | modf_missing | Number | Missing all elements from F |
| c06_a | c06_a | c06_a | Number | g3 05a Decide to rent out Agriculture |
| c04_g | c04_g | c04_g | Number | g3 03g Decide to sell Farm Equip mech |
| c11_a | c11_a | c11_a | Number | g3 08a Decide to borrow from NGO |
| g404_h | g404_h | g404_h | Number | g4 04h Is there a local government |
| d05 | d05 | d05 | Number | ZID Toilet tp |
| b03_1 | b03_1 | b03_1 | Number | g2 03a Input for spend money from Food crop farming |
| c02_e | c02_e | c02_e | Number | g3 02e Owns most of Fish Pond |
| urbrur | urbrur | urbrur | Number | Urban Rural 1 urban 2 rural |
| c09_b | c09_b | c09_b | Number | g3 06b Decide to buy new Large Livestock |
| c02_c | c02_c | c02_c | Number | g3 02c Owns most of Small Livestock |
| c02_b | c02_b | c02_b | Number | g3 02b Owns most of Large Livestock |
| c06_m | c06_m | c06_m | Text | g3 05m Decide to rent out Other Land |
| c05_f | c05_f | c05_f | Number | g3 04f Decide to give away Farm Equip non mech |
| d06 | d06 | d06 | Number | ZID Drink water src |
| c10_c | c10_c | c10_c | Number | g3 07c Taken any loans from Formal lender |
| g01_h | g01_h | g01_h | Number | g5 01h Major HH Exp whose Decision NOT in STATA |
| g01_b | g01_b | g01_b | Number | g5 01b Input to buy whose Decision |
| c09_n | c09_n | c09_n | Text | g3 06n Decide to buy new Transportation |
| c04_k | c04_k | c04_k | Text | g3 03k Decide to sell Small Durable |
| c09_f | c09_f | c09_f | Number | g3 06f Decide to buy new Farm Equip non mech |
| g02_c | g02_c | g02_c | Number | g5 02c Crops to grow personal Decision |
| c05_b | c05_b | c05_b | Number | g3 04b Decide to give away Large Livestock |
| c01b_d | c01b_d | c01b_d | Number | g3 1b d Household owns Chicken |
| f02 | f02 | f02 | Number | ZIF No food freq |
| g02_b | g02_b | g02_b | Number | g5 02b Input to buy personal Decision |
| c01b_g | c01b_g | c01b_g | Number | g3 1b g Household owns Farm Equip mech |
| c09_i | c09_i | c09_i | Text | g3 06i Decide to buy new House |
| b03_5 | b03_5 | b03_5 | Number | g2 03e Input for spend money from Wage and salary employment |
| b02_5 | b02_5 | b02_5 | Number | g2 02e Input for Wage and salary employment |
| c05_c | c05_c | c05_c | Number | g3 04c Decide to give away Small Livestock |
| b03_2 | b03_2 | b03_2 | Number | g2 03b Input for spend money from Cash crop farming |
| f03 | f03 | f03 | Number | ZIF Sleep hungry yn |
| c05_j | c05_j | c05_j | Text | g3 04j Decide to give away Large Durable |
| hp | hp | hp | Number | of women with gender parity |
| c02_i | c02_i | c02_i | Number | g3 02i Owns most of House |
| ch_20p | ch_20p | ch_20p | Number | Individual indicator that woman has not achieved empowerment |
| b01_3 | b01_3 | b01_3 | Number | g2 01c Participate in Livestock raising |
| c09_l | c09_l | c09_l | Text | g3 06l Decide to buy new Cell Phone |
| c05_e | c05_e | c05_e | Number | g3 04e Decide to give away Fish Pond |
| b02_1 | b02_1 | b02_1 | Number | g2 02a Input for Food crop farming |
| c05_l | c05_l | c05_l | Text | g3 04l Decide to give away Cell Phone |
| c05_m | c05_m | c05_m | Text | g3 04m Decide to give away Other Land |
| f01 | f01 | f01 | Number | ZIF No food yn |
| c02_h | c02_h | c02_h | Number | g3 02h Owns most of Nonfarm Equip |
| ci | ci | ci | Number | Individual disempowerment score |
| b03_4 | b03_4 | b03_4 | Number | g2 03d Input for spend money from Non farm |
| g404_f | g404_f | g404_f | Number | g4 04f Is there a trade and business association |
| b01_6 | b01_6 | b01_6 | Number | g2 01f Participate in Fishing or fishpond culture |
| c05_g | c05_g | c05_g | Number | g3 04g Decide to give away Farm Equip mech |
| b01_4 | b01_4 | b01_4 | Number | g2 01d Participate in Non farm |
| g404_k | g404_k | g404_k | Number | g4 04k Is there a other |
| g02_i | g02_i | g02_i | Number | g5 02i Minor HH Exp personal Decision is g02 h in STATA |
| e02_c | e02_c | e02_c | Number | g4 03 Speak in public to protest |
| a06 | a06 | a06 | Number | Household type derived by module C data |
| g02_e | g02_e | g02_e | Number | g5 02e Livestock raising personal Decision |
| c12_e | c12_e | c12_e | Number | g3 09e Decide how to use money from Group |
| c01b_n | c01b_n | c01b_n | Number | g3 1b n Household owns Transportation |
| e07_a | e07_a | e07_a | Number | g4 05a Active member of any agricultural livestock fisheries producer group |
| c01a_a | c01a_a | c01a_a | Number | g3 1a a Anyone Owns Agriculture |
| c06_c | c06_c | c06_c | Number | g3 05c Decide to rent out Small Livestock |
| e07_c | e07_c | e07_c | Number | g4 05c Active member of any forest users group |
| d03 | d03 | d03 | Number | ZID Ext wall tp |
| incdec_count | incdec_count | incdec_count | Number | Inadequacy in control over use of income |
| feelinputdecagr | feelinputdecagr | feelinputdecagr | Number | Inadequacy in input in productive decisions |
| g01_d | g01_d | g01_d | Number | g5 01d Market whose Decision |
| b02_6 | b02_6 | b02_6 | Number | g2 02f Input for Fishing or fishpond culture |
| g02_g | g02_g | g02_g | Number | g5 02g Wage personal Decision |
| c01a_g | c01a_g | c01a_g | Number | g3 1a g Anyone Owns Farm Equip mech |
| e07_h | e07_h | e07_h | Number | g4 05h Active member of any local government |
| c09_k | c09_k | c09_k | Text | g3 06k Decide to buy new Small Durable |
| c01b_i | c01b_i | c01b_i | Number | g3 1b i Household owns House |
| groupmember_any | groupmember_any | groupmember_any | Number | Inadequacy in group member |
| c12_a | c12_a | c12_a | Number | g3 09a Decide how to use money from NGO |
| c09_d | c09_d | c09_d | Number | g3 06d Decide to buy new Chicken |
| b03_6 | b03_6 | b03_6 | Number | g2 03f Input for spend money from Fishing or fishpond culture |
| g01_i | g01_i | g01_i | Number | g5 01i Minor HH Exp whose Decision is g01 h in STATA |
| c01a_j | c01a_j | c01a_j | Number | g3 1a j Anyone Owns Large Durable |
| jown_count | jown_count | jown_count | Number | Inadequacy in ownership of assets |
| c04_e | c04_e | c04_e | Number | g3 03e Decide to sell Fish Pond |
| zia_cluster_cd | zia_cluster_cd | zia_cluster_cd | Number | ZIA Cluster cd |
| c10_d | c10_d | c10_d | Number | g3 07d Taken any loans from Friends |
| c06_j | c06_j | c06_j | Text | g3 05j Decide to rent out Large Durable |
| b02_4 | b02_4 | b02_4 | Number | g2 02d Input for Non farm |
| c04_n | c04_n | c04_n | Text | g3 03n Decide to sell Transportation |
| c04_m | c04_m | c04_m | Text | g3 03m Decide to sell Other Land |
| c02_n | c02_n | c02_n | Number | g3 02n Owns most of Transportation |
| c11_b | c11_b | c11_b | Number | g3 08b Decide to borrow from Informal lender |
| zia_region_cd | zia_region_cd | zia_region_cd | Number | ZIA Region cd |
| c01a_m | c01a_m | c01a_m | Number | g3 1a m Anyone Owns Other Land |
| g404_j | g404_j | g404_j | Number | g4 04j Is there a other womens group |
| speakpublic_any | speakpublic_any | speakpublic_any | Number | Inadequacy in speaking in public |
| g03_e | g03_e | g03_e | Number | g5 03e Livestock raising avoid trouble |
| e07_j | e07_j | e07_j | Number | g4 05j Active member of any other womens group |
| c01b_j | c01b_j | c01b_j | Number | g3 1b j Household owns Large Durable |
| g04_d | g04_d | g04_d | Number | g5 04d Market avoid think poorly |
| c02_l | c02_l | c02_l | Number | g3 02l Owns most of Cell Phone |
| c12_c | c12_c | c12_c | Number | g3 09c Decide how to use money from Formal lender |
| g02_h | g02_h | g02_h | Number | g5 02h Major HH Exp personal Decision NOT in STATA |
| e02_a | e02_a | e02_a | Number | g4 01 Speak in public to help decide |
| c09_e | c09_e | c09_e | Number | g3 06e Decide to buy new Fish Pond |
| c02_a | c02_a | c02_a | Number | g3 02a Owns most of Agriculture |
| g404_b | g404_b | g404_b | Number | g4 04b Is there a water users group |
| f06 | f06 | f06 | Number | ZIF Whl day no eat freq |
| g05_e | g05_e | g05_e | Number | g5 05e Livestock raising reflect own value |
| a05 | a05 | a05 | Number | ZIG1 Sex g1 |
| leisuretime | leisuretime | leisuretime | Number | Inadequacy in leisure |
| c01b_m | c01b_m | c01b_m | Number | g3 1b m Household owns Other Land |
| b01_5 | b01_5 | b01_5 | Number | g2 01e Participate in Wage and salary employment |
| c04_j | c04_j | c04_j | Text | g3 03j Decide to sell Large Durable |
| c11_c | c11_c | c11_c | Number | g3 08c Decide to borrow from Formal lender |
| c02_d | c02_d | c02_d | Number | g3 02d Owns most of Chicken |
| c02_j | c02_j | c02_j | Number | g3 02j Owns most of Large Durable |
| f05 | f05 | f05 | Number | ZIF Whl day no eat yn |
| g404_g | g404_g | g404_g | Number | g4 04g Is there a civic or charitable group |
| g05_c | g05_c | g05_c | Number | g5 05c Crops to grow reflect own value |
| c04_b | c04_b | c04_b | Number | g3 03b Decide to sell Large Livestock |
| g03_c | g03_c | g03_c | Number | g5 03c Crops to grow avoid trouble |
| e07_i | e07_i | e07_i | Number | g4 05i Active member of any religious group |
| c01b_a | c01b_a | c01b_a | Number | g3 1b a Household owns Agriculture |
| modd_missing | modd_missing | modd_missing | Number | Missing all elements from D |
| c01a_n | c01a_n | c01a_n | Number | g3 1a n Anyone Owns Transportation |
| f04 | f04 | f04 | Number | ZIF Sleep hungry freq |
| pbs_id | pbs_id | pbs_id | Number | PBS ID |
| d02 | d02 | d02 | Number | ZID Floor tp |
Upstream Metadata