Malawi Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Follow-up Survey (doi:10.7910/DVN/BSFSIW)

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Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Malawi Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Follow-up Survey

doi:10.7910/DVN/BSFSIW

Harvard Dataverse

2023-06-27

1

International Food Policy Research Institute (IFPRI), 2023, "Malawi Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Follow-up Survey", https://doi.org/10.7910/DVN/BSFSIW, Harvard Dataverse, V1, UNF:6:V6rkfckpnwVXNG6G4pIHyw== [fileUNF]

Malawi Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Follow-up Survey

doi:10.7910/DVN/BSFSIW

International Food Policy Research Institute (IFPRI)

Carlo Azzarri (International Food Policy Research Institute (IFPRI))

Beliyou Haile (International Food Policy Research Institute (IFPRI))

Bandyopadhyay, Arkadeep (International Food Policy Research Institute (IFPRI))

Paliwal, Neha

Wadonda Consult Limited, Malawi

International Food Policy Research Institute (IFPRI)

2019

STATA

Harvard Dataverse

International Food Policy Research Institute (IFPRI)

IFPRI-Data

IFPRI-KM

2023-01-11

2023

Household- and Community-level Surveys

https://doi.org/10.7910/DVN/BSFSIW

Agricultural Sciences, Social Sciences, agricultural systems, technology, monitoring, evaluation, employment, health, income, expenditure, credit, shock, MALAWI, EAST AFRICA, AFRICA SOUTH OF SAHARA, AFRICA

Impact assessment

Malawi Africa RISING follow-up evaluation survey was implemented in 2019. The survey data were collected from the same households that were interviewed as part of the Malawi baseline evaluation survey. Please refer to "<a href="http://ebrary.ifpri.org/utils/getfile/collection/p15738coll2/id/130188/filename/130399.pdf">A user guide to Malawi Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey</a>" data paper for details about survey coverage and design. The Malawi follow-up survey was implemented using structured questionnaires that were highly comparable with the questionnaires used in the Mali baseline evaluation survey.

2019-2019

2019-2019

sample survey data (ssd)

International Food Policy Research Institute (IFPRI). 2023. Malawi Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Follow-up Survey. Washington, DC: IFPRI [dataset]. <a href="https://doi.org/10.7910/DVN/BSFSIW">https://doi.org/10.7910/DVN/BSFSIW</a>. Harvard Dataverse. Version 1.

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<a href="http://ebrary.ifpri.org/utils/getfile/collection/p15738coll2/id/130188/filename/130399.pdf">A user guide to Malawi Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey</a>

<a href="https://doi.org/10.7910/DVN/28557">Malawi Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey</a>

</p> <a href="https://doi.org/10.7910/DVN/TLKYUA">Ghana Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Follow-up Survey</a>

</p> <a href="https://doi.org/10.7910/DVN/UDKSBJ">Mali Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Follow-up Survey</a>

</p> <a href="https://doi.org/10.7910/DVN/CBYBOU">Tanzania Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Follow-up Survey</a>

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Survey

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• Number of cases: 1151

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• Type of File: text/tab-separated-values

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• Type of File: text/tab-separated-values

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Survey

Panel

• Section_name - Section_name
• Section_Name - Section_Name
• Section_data - Section_data
• Section_Data - Section_Data
• name - name
• label - label
• data_type - data_type
• value_labels - value_labels
• n_missing - n_missing
• complete_rate - complete_rate
• n_unique - n_unique
• empty - empty
• min - min
• median - median
• max - max
• mean - mean
• sd - sd
• whitespace - whitespace
• n_value_labels - n_value_labels
• format.stata - format.stata
• Section_name - Section_name
• Section_Name - Section_Name
• Section_data - Section_data
• Section_Data - Section_Data
• name - name
• label - label
• data_type - data_type
• value_labels - value_labels
• n_missing - n_missing
• complete_rate - complete_rate
• n_unique - n_unique
• empty - empty
• min - min
• median - median
• max - max
• mean - mean
• sd - sd
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• n_value_labels - n_value_labels
• format.stata - format.stata
• hhid - Household ID
• a2 - District
• a3 - EPA
• a4 - Section
• a5 - Village
• a0_1 - Are you in the right place?
• a0_2 - Is hh head available for an interview now?
• a0_2x1 - Why isn't hh head/any member of hh available for interview?
• a0_2x1_specify - a0_2x1 [Other, specify]
• a0_2x2 - Where did the hh head relocate to?
• a0_5 - Another hh member more knowledgeable about hh ag activities available?
• a10a - Date of interview (first visit)
• a11 - Interview starting time
• approve - May I proceed with interviewing you and other household members?
• a14 - Name of hh head
• a14b - Is the hh head also the respondent?
• a15 - Name of respondent (if not head)
• a16 - Relationship to the head (if not head)
• a17 - Was translator used?
• a18 - Phone number
• a20 - Religion of the hh head
• a20_specify - a20 [Other, specify]
• a6 - GPS location: South
• a7 - GPS location: East
• a8 - GPS location: Altitude
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• pid - Member ID
• b1a - Baseline hh members present in follow-up (baseline pid)
• tot_returningmembers - Total number of baseline members present in follow-up
• b1b - Are there any new hh members who were not listed?
• b1c - How many new members?
• b1cx1 - How many people live in this hh? (replacement hh)
• hh_size - Hh size
• b1 - Name of new hh member
• b1x1 - Name of hh member (replacement hh)
• hh_oldmembername - Baseline hh member name who is present in follow-up
• hh_membername - Hh member name
• b2 - Relationship of hh member to hh head
• b3 - Sex
• b4a - Age (years)
• b4b - Age (months)
• b5 - How many months of last 12 has member resided within the hh?
• b6 - Highest grade completed
• b7 - Can read and write?
• b8 - Primary activity
• b9 - Second most important activity
• b10 - Marital status
• b11b - Why has hh member not lived in the hh for 9 months or more?
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• com_id - Community ID
• ca1 - District
• ca2 - EPA
• ca3 - Section
• ca4 - Village
• ca5a - Community GPS location (South)
• ca5b - Community GPS location (East)
• ca5c - Community altitude
• ca7 - Date of interview
• ca8 - Starting time
• ca9 - Supervisor ID
• ca10 - Date of qx inspection
• com_id - Community ID
• ca1 - District
• ca2 - EPA
• ca3 - Section
• ca4 - Village
• cb0 - How many people are part of this group of informants
• id - ID Code
• cb1 - Name of informant
• cb2 - Sex
• cb4 - What position do you currently have in this community
• cb4a - Specify other
• cb5 - For how many years have you lived in this community?
• com_id - Community ID
• ca1 - District
• ca2 - EPA
• ca3 - Section
• ca4 - Village
• cc1 - Basic services
• cc2 - Can people from this community access SERVICE?
• cc3 - Which method of transport people from this community usually use go to SERVICE?
• cc4 - How long, in minutes and one way, ... using the usual mode of transport?
• cc5 - How satisfied are you with SERVICE?
• com_id - Community ID
• ca1 - District
• ca2 - EPA
• ca3 - Section
• ca4 - Village
• cd1 - Activity
• cd2 - Are agricultural extension services provided for ACTIVITY?
• cd3a - Men
• cd3b - Women
• cd3c - Children
• cd3d - Men
• cd3e - Women
• cd3f - Children
• cd3g - Men
• cd3h - Women
• cd3i - Children
• cd4 - Assessment of the quality of extension service provided for ACTIVITY?
• cd7a - 1st important problem
• cd7b - 2nd important problem
• cd7c - 3rd important problem
• cd8a - 1st important problem
• cd8b - 2nd important problem
• cd8c - 3rd important problem
• com_id - Community ID
• ca1 - District
• ca2 - EPA
• ca3 - Section
• ca4 - Village
• ce1a - TOTAL land use
• ce1b - What prop of the TOTAL land in the comm is allocated for LAND USE?
• ce2a - CULTIVABLE land use
• ce2b - What prop of the TOTAL cultivable land in the comm is allocated for LAND USE?
• ce11a - Major land related events
• ce11b - In the last 12 months, has any land been re-allocated as a result of EVENT?
• ce11c - When did EVENT occur (month)?
• ce11d - When did EVENT occur (year)?
• ce11e - How many households were affected by EVENT?
• ce11f - What was the avg ... compensation given to each HH affected by EVENT?
• com_id
• ca1 - District
• ca2 - EPA
• ca3 - Section
• ca4 - Village
• cf1 - what is the total population of this community?
• cf2 - Are there any farmers cooperative groups in this community?
• cf3 - How many different groups are there in the community?
• cf4 - How many farmers participate in these cooperatives in total?
• cf5a - 1st important problem
• cf5b - 2nd important problem
• cf5c - 3rd important problem
• cf5_specify - Other, specify
• cf6a - Maize
• cf6b - Beans
• cf6c - Irish potatoes
• cf6d - Groundnut
• cf6e - Soyabeans
• cf7 - Was it possible to buy improved maize seeds this comm during the last ag season?
• cf8 - During the last ag season, ... improved maize seed per kg here in the community?
• cf9 - How far does one have to travel from the center ... outside this community (km)
• com_id - Community ID
• ca1 - District
• ca2 - EPA
• ca3 - Section
• ca4 - Village
• cg1 - Water source
• cg2 - Is WATER SOURCE available in the community?
• cg3 - Is WATER SOURCE available for private use in the community?
• cg4 - What precentage of the community's population relies on WATER SOURCE?
• cg5 - Shock type
• cg6 - Did SHOCK occure during the last agricultural season (rainy season 2019)?
• cg7 - What percentage of households in the community was affected by SHOCK?
• cg8a - 1st crop
• cg8b - 2nd crop
• cg8c - 3rd crop
• cg9a - 1st animal
• cg9b - 2nd animal
• cg9c - 3rd animal
• cg10 - What are the 4 most common crops grown in this community?
• cg11 - Which month is CROP planted?
• cg11_jan - January
• cg11_feb - February
• cg11_mar - March
• cg11_apr - April
• cg11_oct - October
• cg11_nov - November
• cg11_dec - December
• cg12 - In which month is CROP harvested?
• cg12_jan - January
• cg12_feb - February
• cg12_mar - March
• cg12_apr - April
• cg12_may - May
• cg12_jun - June
• cg12_jul - July
• cg12_dec - December
• cg13 - What percentage of households in this community consume CROP?
• cg14 - Compared to the usual harvest how was the last harvest of CROP in the community?
• com_id - Community ID
• ca1 - District
• ca2 - EPA
• ca3 - Section
• ca4 - Village
• ch2a - Source of price
• ch2b - Source of price
• ch2c - Source of price
• ch3 - Item
• ch4a - Unit
• ch4b - Price (MK) per unit
• ch4c - Is ITEM in local unit?
• com_id - Community ID
• ca1 - District
• ca2 - EPA
• ca3 - Section
• ca4 - Village
• ci1 - Food item name
• ci2a - Local unit number
• ci2b - Local unit code
• ci2c - Weight in KG
• cj1 - Measurement of football pitch using GPS coordinates
• hhid - Household ID
• pid - Member ID
• hh_membername - HH member name
• c4c - In the last 12 months did NAME work on HH ag. activities even if for 1 hour?
• c20 - Did NAME receive wages, salary or payments either in cash or kind for any work?
• c21a - How much cash did NAME receive for this work?
• c21b - What period does the payment cover/expected to cover? (Unit)
• c22 - Did NAME receive any non-cash payment for this work in any other form?
• c23a - What is the value of those non-cash/in-kind payments? (MWK)
• c23b - Over what time interval? (Unit)
• c24 - During the last 12 months, for how many months did NAME work in this job?
• c25 - In months that NAME worked, how many weeks per month, on average, did NAME work?
• c26 - In weeks that NAME worked, how many hours per week, on average, did NAME work?
• c26a - Confirm that in the last 12 months, NAME worked previously stated information?
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• e01 - Member ID
• hh_membername - HH member name
• e1 - Do you engage in any farming or livestock activities?
• e1a - How many rainy seasons do you have per year?
• e2 - Which one is the most recent completed cropping season?
• e2_parcelsketch - Parcel sketch
• ex2 - How many parcels does your HH own?
• e0 - Parcel ID
• e3 - Description of PARCEL
• e3a - Area of PARCEL
• e3b - Unit
• e3ax1 - GPS measured area of pakhomo parcel for PARCEL
• e3c - Has the PARCEL ever been measured in its current form?
• e4 - Does this PARCEL belong to your HH?
• e5 - How did you HH obtain this PARCEL?
• e6a - Did your HH farm this PARCEL in the rainy season?
• e6b - Did your HH farm this PARCEL in the dry season?
• e7a - [Rented out]: How much did HH pay/receive in rent for this PARCEL?
• e7b - [Rented out]: Time unit of payment
• e8 - [Sharecropped in/out]: What percentage of the harvest was paid (cash/kind)?
• e9a - How did your HH use this land in rainy season?
• e9b - How did your HH use this land in dry season?
• e10a - What is the main source of water for this PARCEL in rainy season?
• e10b - What is the main source of water for this PARCEL in dry season?
• e11 - What kind of irrigation do you use?
• e12 - What is the main means of irrigation for this PARCEL?
• e13 - What is the type of soil on this PARCEL?
• e14 - What proportion of the PARCEL has crusted soil? (%)
• e15 - What is the colour of the soil in this PARCEL?
• e16 - What is the slope of this PARCEL?
• e17 - When was the last time you experienced waterlogging problems on this PARCEL?
• e17a - What proportion of the PARCEL routinely experiences waterlogging?
• e18 - Time in minutes to get to PARCEL from home by usual mode of transport
• e19 - Did you cultivate the land currently occupied by PARCEL in 2012/2013?
• e20 - Among these parcel names, which is likely to describe PARCEL in 2013?
• e21 - Among these uses, which describes what PARCEL was used for in 2013?
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• parcelnum - PARCEL number
• parcelname - PARCEL name
• f2b - How many plots does your HH have in PARCEL?
• f3 - Plot number
• f3a - Brief description of PLOT
• f19a - Area of PLOT in PARCEL
• f19b - [f19a] Unit
• f19c - Approximately what proportion of PARCEL does PLOT occupy?
• f3b - In what year did PLOT take its current form?
• f3c - Which plot(s) from 2012/2013 most resembles this PLOT?
• f3d - Was PLOT ever used as part of an ag research trial?
• f3de - [f3d] Which one?
• f20x1 - Was this PLOT left fallow in the 208/2019 ag season?
• f21 - Which family member had main responsibility for farming PLOT?
• f4 - Do you usually practice crop rotation on PLOT?
• f4a - What kind of crop rotation do you usually practice on PLOT?
• f4b - Which of the following crops did you use to intercrop on PLOT?
• f4b_1 - [f4b] Intercropped with groundnut
• f4b_2 - [f4b] Intercropped with pigeon pea
• f4b_3 - [f4b] Intercropped with soy bean
• f4b_4 - [f4b] Intercropped with cow pea
• f4b_5 - [f4b] Intercropped with tephrosia
• f4b_6 - [f4b] Intercropped with common bean
• f4b_7 - [f4b] Intercropped with other crops
• f4b_8 - [f4b] Did not intercrop
• f5a - Do you usually practice fallowing on this PLOT?
• f5b - What year did the fallow period begin, the last time PLOT was left fallow?
• f5c - For how many years was PLOT left fallow, the last time PLOT was fallow?
• f6a_1 - What equipment was used to plough PLOT? (1)
• f6a_2 - What equipment was used to plough PLOT? (2)
• f6c - What method was used to plough PLOT?
• f6c_1 - [f6c] Ploughing method: zero/minimum tillage
• f6c_2 - [f6c] Ploughing method: Tied ridge tillage
• f6c_3 - [f6c] Ploughing method: Planting pits
• f6c_4 - [f6c] Ploughing method: Ridge tillage
• f6c_5 - [f6c] Ploughing method: strip/zonal tillage
• f6c_6 - [f6c] Ploughing method: ripping
• f6c_7 - [f6c] Ploughing method: contour ploughing
• f6c_8 - [f6c] Ploughing method: other
• f6b - In what year did you first begin to practice zero/minimum tillage on PLOT?
• f7 - What are the main reasons for not practicing zero/minimum tillage on PLOT?
• f7_1 - [f7] It seems too risky
• f7_2 - [f7] I believe the practice will lead to lower yields
• f7_3 - [f7] It requires more labor for seeding and/or weeding
• f7_4 - [f7] It requires special implement to seed
• f7_5 - [f7] Too expensive
• f7_6 - [f7] Never heard of it
• f7_7 - [f7] Not applicable
• f7_8 - [f7] Other
• f22 - How many types or applications of CHEMICAL FERTILIZER did you apply on PLOT?
• f23a - What PRIMARY type of CHEMICAL FERTILIZER did you use on PLOT? (Type)
• f23b - [f23a] Quantity
• f23c - [f23a] Unit
• f23d - [f23a] Value in MWK
• f23e - How was the PRIMARY CHEMICAL fertilizer applied?
• f24a - What SECONDARY type of CHEMICAL FERTILIZER did you use on PLOT? (Type)
• f24b - [f24a] Quantity
• f24c - [f23a] Unit
• f24d - [f24a] Value in MWK
• f24e - How was the SECONDARY CHEMICAL fertilizer applied?
• f25 - What percentage of the total quantity of fertilizers used was subsidized?
• f26 - Did you use rhizobium inoculant on PLOT?
• f26a - [f26a] Quantity
• f26b - [f26a] Unit
• f27 - Did you use liming materials on PLOT?
• f27a - [f27] Quantity
• f27b - [f27] Unit
• f28 - Did you apply pesticides and/or herbicides, and other chemicals on PLOT?
• f9 - Did you apply manure on PLOT?
• f9c - What type of manure did you apply to PLOT?
• f10 - What was the source of the manure for this PLOT?
• f9a - How much manure did you apply? Quantity
• f9b - How much manure did you apply? Unit
• f12a - What type of other organic inputs did you apply on PLOT?
• f10a - How do you usually manage crop residues on PLOT?
• f13a - Are there any trees on this PLOT?
• f13b - Approximately how many trees are there on this PLOT?
• f14d - How many trees have you planted on PLOT since 2013?
• f16 - Have you ever experienced soil erosion on PLOT?
• f17a - What types of measures are you using to prevent erosion? (M1)
• f17b - What types of measures are you using to prevent erosion? (M2)
• f17c - What types of measures are you using to prevent erosion? (M3)
• f18a - Last year, how many labor days were spent on const. and maint. on M1 on PLOT?
• f18b - Last year, how many labor days were spent on const. and maint. on M2 on PLOT?
• f18c - Last year, how many labor days were spent on const. and maint. on M3 on PLOT?
• fx13 - Did you have access to the land in 2012/2013?
• fx13a - During the 2012/2013 growing season, was PLOT fallow?
• fx13b - During the 2012/2013 growing season, what the was the primary crop on PLOT?
• fx13c - During the 12/13 season which of the following crops was intercropped with CROP?
• fx13c_1 - [fx13c] Intercropped with groundnut
• fx13c_2 - [fx13c] Intercropped with pigeon pea
• fx13c_3 - [fx13c] Intercropped with soy bean
• fx13c_4 - [fx13c] Intercropped with cowpea
• fx13c_5 - [fx13c] Intercropped with tephrosia
• fx13c_6 - [fx13c] Intercropped with common bean
• fx13c_7 - [fx13c] Intercropped with other crops
• fx13c_8 - [fx13c] Didn't intercrop
• fx13d - During the 12/13 growing season which chemical fertilizer did you apply on PLOT?
• fx13d_0 - [fx13d] Fertilizer used: None
• fx13d_1 - [fx13d] Fertilizer used: Diammonium Phosphate (DAP)
• fx13d_2 - [fx13d] Fertilizer used: UREA
• fx13d_3 - [fx13d] Fertilizer used: NPK
• fx13d_4 - [fx13d] Fertilizer used: Calcium Ammonium nitrate (CAN)
• fx13d_5 - [fx13d] Fertilizer used: MonoAmmonium Phosphate (MAP)
• fx13d_6 - [fx13d] Fertilizer used: Triple Super phosphate (TSP)
• fx13d_7 - [fx13d] Fertilizer used: Single superphosphate (SSP)
• fx13d_8 - [fx13d] Fertilizer used: Other (Specify)
• fx13d_9 - [fx13d] Fertilizer used: D-Compound
• fx13e - During the 12/13 growing season which organic fertilizers did you apply on PLOT?
• fx13e_0 - [fx13e] Org fertilizer used: None
• fx13e_1 - [fx13e] Org fertilizer used: Livestock
• fx13e_2 - [fx13e] Org fertilizer used: Compost
• fx13e_3 - [fx13e] Org fertilizer used: Other
• fx13f - During the 2012/2013 growing season did you implement Tied Ridges [WTR] on PLOT?
• fx13g - Was your decision to use these prac. in 12/13 based on exposure to new info/ext?
• fx13h - During the 2013/2014 growing season, was PLOT fallow?
• fx13i - During the 2013/2014 growing season, what crop did you plant on PLOT?
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• g1_1 - Parcel number
• g1_1_label - Parcel name
• g1_2_plotnum - Plot number on parcel
• g1_2_plotlabel - Plot name
• g1_2_intercrop - Crops intercropped on plot
• g1_2_groundnut - g1_2_1. Intercropped with groundnut
• g1_2_pigeonpea - g1_2_2. Intercropped with pigeon pea
• g1_2_soy - g1_2_3. Intercropped with soy bean
• g1_2_cowpea - g1_2_4. Intercropped with cowpea
• g1_2_tephrosia - g1_2_5. Intercropped with tephrosia
• g1_2_commonbean - g1_2_6. Intercropped with common bean
• g1_2_othercrops - g1_2_7. Intercropped with other crops
• g1_2_none - g1_2_8. Didn't intercrop
• g1_4 - G1_4 What crops were planted on plot ${g1_2_plotlabel}, parcel ${g1_1_label} d
• g1_4_none - G1_4_none. Planted nothing
• g1_4_maize - G1_4_maize. Planted maize
• g1_4_wheat - G1_4_wheat. Planted wheat
• g1_4_pearlmillet - G1_4_pearlmillet. Planted pearl millet
• g1_4_sorghum - G1_4_sorghum. Planted sorghum
• g1_4_fingermillet - G1_4_fingermillet. Planted finger millet
• g1_4_rice - G1_4_rice. Planted rice
• g1_4_othergrains - G1_4_othergrains. Planted other grains
• g1_4_bean - G1_4_bean. Planted bean
• g1_4_soyabean - G1_4_soyabean. Planted soyabean
• g1_4_pigeonpea - G1_4_pigeonpea. Planted pigeonpea
• g1_4_chickpeas - G1_4_chickpeas. Planted chick-peas
• g1_4_cowpeas - G1_4_cowpeas. Planted cow-peas
• g1_4_peas - G1_4_peas. Planted peas
• g1_4_groundnut - G1_4_groundnut. Planted groundnut
• g1_4_bambaranuts - G1_4_bambaranuts. Planted bambara nuts
• g1_4_otherpulses - G1_4_otherpulses. Planted other pulses, nuts
• g1_4_cabbage - G1_4_cabbage. Planted cabbage
• g1_4_tomatoes - G1_4_tomatoes. Planted tomatoes
• g1_4_okra - G1_4_okra. Planted okra
• g1_4_amaranthus - G1_4_amaranthus. Planted amaranthus
• g1_4_redpaper - G1_4_redpaper. Planted red paper
• g1_4_greenpaper - G1_4_greenpaper. Planted green paper
• g1_4_otherveg - G1_4_otherveg. Planted other vegetables
• g1_4_onion - G1_4_onion. Planted onion
• g1_4_irishpotato - G1_4_irishpotato. Planted irish potato
• g1_4_sweetpotato - G1_4_sweetpotato. Planted sweet potato
• g1_4_garlic - G1_4_garlic. Planted garlic
• g1_4_cassava - G1_4_cassava. Planted cassava
• g1_4_othertubers - G1_4_othertubers. Planted other roots, tubers
• g1_4_avocado - G1_4_avocado. Planted avocado
• g1_4_banana - G1_4_banana. Planted banana
• g1_4_mango - G1_4_mango. Planted mango
• g1_4_orange - G1_4_orange. Planted orange
• g1_4_pawpaw - G1_4_pawpaw. Planted pawpaw/papaya
• g1_4_coconut - G1_4_coconut. Planted coconut
• g1_4_oilpalm - G1_4_oilpalm. Planted oil-palm
• g1_4_sugarcane - G1_4_sugarcane. Planted sugar cane
• g1_4_otherperennial - G1_4_otherperennial. Planted other perennial
• g1_4_cotton - G1_4_cotton. Planted cotton
• g1_4_coffee - G1_4_coffee. Planted coffee
• g1_4_tobacco - G1_4_tobacco. Planted tobacco
• g1_4_tea - G1_4_tea. Planted tea
• g1_4_othercrops - G1_4_othercrops. Planted other crops
• g1_3_index - Crop number in the HH
• g1_3_croplabel - Crop name
• g1_3_cropid - Crop ID
• g1_5 - Was this an improved variety of CROP?
• g1_5a - What was the name of the improved variety of CROP?
• g1_6a - Crop area
• g1_6b - Crop area unit
• g1_7a - How much CROP was harvested from this PLOT during last ag season? (quantity)
• g1_7b - How much CROP was harvested from this PLOT during last ag season? (unit)
• g1_7b2 - Was this harvest shelled or unshelled?
• g1_7c - Which month was CROP harvested?
• g1_7c_1 - Did you harvest any CROP before it was ready to harvest?
• g1_7c_2 - What proportion of CROP did you harvest early?
• g1_7d - Did you leave CROP residue on the PLOT?
• g1_8 - Which family member had main responsibility for farming this crop?
• g1_9 - How did the harvest in 18/19 compare with what the HH collects in a normal year?
• g1_10 - What is the main reason for this difference in yield compared with normal year?
• g1_10_1 - G1_10_1. Good rainfall
• g1_10_2 - G1_10_2. Bad rainfall
• g1_10_3 - G1_10_3. Fertilizer use
• g1_10_4 - G1_10_4. Improved seed use
• g1_10_5 - G1_10_5. Other chemical
• g1_10_6 - G1_10_6. Soil degradation
• g1_10_7 - G1_10_7. Pest or disease
• g1_10_8 - G1_10_8. Multiple reasons
• g1_10_9 - G1_10_9. Other
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• g3_0_1 - Which of the following act. did you use HIRED labor in the last growing season?
• g3_01_0 - G3_01_0. None
• g3_01_1 - G3_01_1. Land preparation and planting
• g3_01_2 - G3_01_2. Weeding
• g3_01_3 - G3_01_3. Herbicide application
• g3_01_4 - G3_01_4. Applying chemical fertilizer
• g3_01_5 - G3_01_5. Applying manure & other organic inputs
• g3_01_6 - G3_01_6. Pest control
• g3_01_7 - G3_01_7. Harvest & post-harvest activities
• g3_0_2 - Which of the following act. did you use COMM. labor in the last growing season?
• g3_02_0 - G3_02_0. None
• g3_02_1 - G3_02_1. Land preparation and planting
• g3_02_2 - G3_02_2. Weeding
• g3_02_3 - G3_02_3. Herbicide application
• g3_02_4 - G3_02_4. Applying chemical fertilizer
• g3_02_5 - G3_02_5. Applying manure & other organic inputs
• g3_02_6 - G3_02_6. Pest control
• g3_02_7 - G3_02_7. Harvest & post-harvest activities
• g3_2 - Parcel number
• g3_2_label - Parcel name
• g3_3 - Plot number on parcel
• g3_3_label - Plot name
• g3_5f_m_worker - Number of persons (planting; family labor; male)
• g3_5f_m_days - Number of days worked by each person (planting; family labor; male)
• g3_5f_m - Total number of person-days (planting; family labor; male)
• g3_5f_f_worker - Number of persons (planting; family labor; female)
• g3_5f_f_days - Number of days worked by each person (planting; family labor; female)
• g3_5f_f - Total number of person-days (planting; family labor; female)
• g3_5h_m_worker - Number of persons (planting; hired labor; male)
• g3_5h_m_days - Number of days worked by each person (planting; hired labor; male)
• g3_5h_m - Total number of person-days (planting; hired labor; male)
• g3_5h_f_worker - Number of persons (planting; hired labor; female)
• g3_5h_f_days - Number of days worked by each person (planting; hired labor; female)
• g3_5h_f - Total number of person-days (planting; hired labor; female)
• g3_5c_worker - Number of persons (planting; communal labor)
• g3_5c_days - Number of days worked by each person (planting; communal labor)
• g3_5c - Total number of person-days (planting; communal labor)
• g3_11f_m_worker - Number of persons (harvest; family labor; male)
• g3_11f_m_days - Number of days worked by each person (harvest; family labor; male)
• g3_11f_m - Total number of person-days (harvest; family labor; male)
• g3_11f_f_worker - Number of persons (harvest; family labor; female)
• g3_11f_f_days - Number of days worked by each person (harvest; family labor; female)
• g3_11f_f - Total number of person-days (harvest; family labor; female)
• g3_11h_m_worker - Number of persons (harvest; hired labor; male)
• g3_11h_m_days - Number of days worked by each person (harvest; hired labor; male)
• g3_11h_m - Total number of person-days (harvest; hired labor; male)
• g3_11h_f_worker - Number of persons (harvest; hired labor; female)
• g3_11h_f_days - Number of days worked by each person (harvest; hired labor; female)
• g3_11h_f - Total number of person-days (harvest; hired labor; female)
• g3_11c_worker - Number of persons (harvest; communal labor)
• g3_11c_days - Number of days worked by each person (harvest; communal labor)
• g3_11c - Total number of person-days (harvest; communal labor)
• g3_12f_m_worker - Number of persons (other; family labor; male)
• g3_12f_m_days - Number of days worked by each person (other; family labor; male)
• g3_12f_m - Total number of person-days (other; family labor; male)
• g3_12f_f_worker - Number of persons (other; family labor; female)
• g3_12f_f_days - Number of days worked by each person (other; family labor; female)
• g3_12f_f - Total number of person-days (other; family labor; female)
• g3_12h_m_worker - Number of persons (other; hired labor; male)
• g3_12h_m_days - Number of days worked by each person (other; hired labor; male)
• g3_12h_m - Total number of person-days (other; hired labor; male)
• g3_12h_f_worker - Number of persons (other; hired labor; female)
• g3_12h_f_days - Number of days worked by each person (other; hired labor; female)
• g3_12h_f - Total number of person-days (other; hired labor; female)
• g3_12c_worker - Number of persons (other; communal labor)
• g3_12c_days - Number of days worked by each person (other; communal labor)
• g3_12c - Total number of person-days (other; communal labor)
• g3_12m - What was the average daily wage paid to hire male workers? (MWK per day)
• g3_12f - What was the average daily wage paid to hire female workers? (MWK per day)
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• h1_1 - Crops cultivated by HH
• h1_cropid - Crop ID
• h1_cropname - Crop name
• h4 - Did you experience any failure of CROP?
• h4a - What was the reason for the failure of CROP?
• h4a_1 - H4a_1. Drought/Little rain
• h4a_2 - H4a_2. Excessive rains/floods
• h4a_3 - H4a_3. Pests/disease
• h4a_4 - H4a_4. Late planting
• h4a_5 - H4a_5. Poor quality soil
• h4a_6 - H4a_6. Other
• h21a - How much was used for in-kind payment/repayment? (Quantity)
• h21b - How much was used for in-kind payment/repayment? (Unit)
• h9a - How much was saved for seed? (Quantity)
• h9b - How much was saved for seed? (Unit)
• h9c - How much was saved for seed? (Estimated value)
• h11a - How much of the harvest was ALREADY USED for own consumption? (Quantity)
• h11b - How much of the harvest was ALREADY USED for own consumption? (Unit)
• h11d - How much of the harvest has been saved for FUTURE own consumption (Quantity)?
• h11e - How much of the harvest has been saved for FUTURE own consumption (Unit)?
• h15a - How much of this harvest has ALREADY been sold? (Quantity)
• h15b - How much of this harvest has ALREADY been sold? (Unit)
• h22a - How much of the harvest has been saved for FUTURE sale? (Quantity)
• h22b - How much of the harvest has been saved for FUTURE sale? (Unit)
• h16a - What month did you make (or intend) your largest sale from the harvest of CROP?
• h16b - What year did you make (or intend) your largest sale from the harvest of CROP?
• h16_1 - Crop sold (Quantity)
• h16_2 - Crop sold (Unit)
• h16_3 - Crop sold (MWK per quantity unit)
• h17 - What was the main place where it was sold?
• h18 - How many minutes does it take to go from your HH to where it was sold?
• h19 - Who was the main buyer of CROP?
• h20 - Did the buyer contract you to grow CROP?
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• j1_1 - Livestock ID
• j1_2 - Livestock name
• j1_3 - In past 12 months, have members of HH raised or produced any of the following?
• j1_3_0 - J1_3_0. None
• j1_3_100 - J1_3_100. Draught cattle
• j1_3_101 - J1_3_101. Bulls
• j1_3_102 - J1_3_102. Cows, Heifers, Calves
• j1_3_105 - J1_3_105. Horse/donkey/mule
• j1_3_106 - J1_3_106. Goats
• j1_3_107 - J1_3_107. Sheep
• j1_3_108 - J1_3_108. Pigs
• j1_3_109 - J1_3_109. Chickens and other poultry (including doves)
• j1_3_110 - J1_3_110. Fish
• j1_3_111 - J1_3_111. Honey bees
• j1_4 - What type of management system does the household use for ANIMAL?
• j1_5 - Which family member had main responsibility for taking care of the ANIMAL?
• j1_6 - How many ANIMAL does your household currently own?
• j1_8 - How many ANIMAL did your household own at this time last year?
• j1_9 - Over past 12 months how many ANIMAL have been slaughtered to be cons in the HH?
• j1_10 - Over the past 12 months, how many of your ANIMAL were lost (died, stolen, etc)?
• j1_11 - Over the past 12 months, how many of your ANIMAL have been given out as gift?
• j1_12 - Over the past 12 months, how many of your ANIMAL have you sold?
• j1_13 - On average, how much was the unit price of each of ANIMAL (or carcasses) sold?
• j1_19a - Over the past 12 months, ��� following activities? (Activity)
• j1_19b - Over the past 12 months, ��� following activities? (MWK total)
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• select_k1 - Activities
• k1 - Agricuture related problem ID
• k1_label - Agricuture related problem
• k2 - Faced any problem with ACTIVITY during the last completed cropping season?
• k2_cropproduction - [K2] Crop production
• k2_cropsale - [K2] Crop sale
• k2_other - [K2] Other
• k3_1 - What are the major problems your household faces with regard to CROP PRODUCTION?
• k3_1_10 - K3_1_10. Shortage of agricultural inputs (e.g., labor, improved seeds), farm equ
• k3_1_11 - K3_1_11. High price of agricultural inputs
• k3_1_12 - K3_1_12. Long distance to agricultural input markets
• k3_1_13 - K3_1_13. Low soil fertility
• k3_1_14 - K3_1_14. Limited access to farming land/small land size
• k3_1_15 - K3_1_15. Land tenure insecurity
• k3_1_16 - K3_1_16. Poor quality of seeds
• k3_1_17 - K3_1_17. Crop pests and diseases
• k3_1_18 - K3_1_18. Drought
• k3_1_19 - K3_1_19. Unfavorable weather condition (e.g., excessive rain, untimely rain, exc
• k3_1_30 - K3_1_30. Long distance to output market
• k3_1_31 - K3_1_31. Fluctuating output price
• k3_1_32 - K3_1_32. Middlemen / Low Price
• k3_1_33 - K3_1_33. Identification of buyer
• k3_1_34 - K3_1_34. Insufficient production for sale
• k3_1_35 - K3_1_35. Delayed Payment
• k3_1_36 - K3_1_36. Storage
• k3_1_37 - K3_1_37. Quota restrictions
• k3_1_50 - K3_1_50. Lack of information /limited knowledge
• k3_1_51 - K3_1_51. Limited access to credit
• k3_1_52 - K3_1_52. Lack of transportation
• k3_1_53 - K3_1_53. Poor road quality
• k3_1_54 - K3_1_54. Theft
• k3_1_other - K3_1_other. Other agricultural problems
• k3_3 - What are the major problems your household faces with regard to CROP SALE?
• k3_3_10 - K3_3_10. Shortage of agricultural inputs (e.g., labor, improved seeds), farm equ
• k3_3_11 - K3_3_11. High price of agricultural inputs
• k3_3_12 - K3_3_12. Long distance to agricultural input markets
• k3_3_13 - K3_3_13. Low soil fertility
• k3_3_14 - K3_3_14. Limited access to farming land/small land size
• k3_3_15 - K3_3_15. Land tenure insecurity
• k3_3_16 - K3_3_16. Poor quality of seeds
• k3_3_17 - K3_3_17. Crop pests and diseases
• k3_3_18 - K3_3_18. Drought
• k3_3_19 - K3_3_19. Unfavorable weather condition (e.g., excessive rain, untimely rain, exc
• k3_3_30 - K3_3_30. Long distance to output market
• k3_3_31 - K3_3_31. Fluctuating output price
• k3_3_32 - K3_3_32. Middlemen / Low Price
• k3_3_33 - K3_3_33. Identification of buyer
• k3_3_34 - K3_3_34. Insufficient production for sale
• k3_3_35 - K3_3_35. Delayed Payment
• k3_3_36 - K3_3_36. Storage
• k3_3_37 - K3_3_37. Quota restrictions
• k3_3_50 - K3_3_50. Lack of information /limited knowledge
• k3_3_51 - K3_3_51. Limited access to credit
• k3_3_52 - K3_3_52. Lack of transportation
• k3_3_53 - K3_3_53. Poor road quality
• k3_3_54 - K3_3_54. Theft
• k3_3_other - K3_3_other. Other agricultural problems
• k3_5 - What are the major problems your household faces with regard to OTHER?
• k3_5_10 - K3_5_10. Shortage of agricultural inputs (e.g., labor, improved seeds), farm equ
• k3_5_11 - K3_5_11. High price of agricultural inputs
• k3_5_12 - K3_5_12. Long distance to agricultural input markets
• k3_5_13 - K3_5_13. Low soil fertility
• k3_5_14 - K3_5_14. Limited access to farming land/small land size
• k3_5_15 - K3_5_15. Land tenure insecurity
• k3_5_16 - K3_5_16. Poor quality of seeds
• k3_5_17 - K3_5_17. Crop pests and diseases
• k3_5_18 - K3_5_18. Drought
• k3_5_19 - K3_5_19. Unfavorable weather condition (e.g., excessive rain, untimely rain, exc
• k3_5_30 - K3_5_30. Long distance to output market
• k3_5_31 - K3_5_31. Fluctuating output price
• k3_5_32 - K3_5_32. Middlemen / Low Price
• k3_5_33 - K3_5_33. Identification of buyer
• k3_5_34 - K3_5_34. Insufficient production for sale
• k3_5_35 - K3_5_35. Delayed Payment
• k3_5_36 - K3_5_36. Storage
• k3_5_37 - K3_5_37. Quota restrictions
• k3_5_50 - K3_5_50. Lack of information /limited knowledge
• k3_5_51 - K3_5_51. Limited access to credit
• k3_5_52 - K3_5_52. Lack of transportation
• k3_5_53 - K3_5_53. Poor road quality
• k3_5_54 - K3_5_54. Theft
• k3_5_other - K3_5_other. Other agricultural problems
• k4_1 - What are the major strategies your HH uses to tackle ��� CROP PRODUCTION?
• k4_1_100 - K4_1_100. Increase household's labor share
• k4_1_101 - K4_1_101. Participate in labor exchanges
• k4_1_102 - K4_1_102. Adjust input use (e.g., seeds and fertilizer) to conditions
• k4_1_103 - K4_1_103. Rent/hire/share /purchase agricultural and
• k4_1_104 - K4_1_104. Borrow/rent/hire farm equipment
• k4_1_105 - K4_1_105. Use irrigation
• k4_1_106 - K4_1_106. Build soil conservation structures
• k4_1_107 - K4_1_107. Use pesticides
• k4_1_108 - K4_1_108. Dig bore holes/wells/dams/reservoirs/streambeds
• k4_1_109 - K4_1_109. Migration
• k4_1_110 - K4_1_110. Reduce Consumption
• k4_1_111 - K4_1_111. Ganyu
• k4_1_112 - K4_1_112. Use local inputs
• k4_1_300 - K4_1_300. Postpone sale of produce
• k4_1_301 - K4_1_301. Sale produce in piecemeal
• k4_1_302 - K4_1_302. Sale produce in neighboring countries
• k4_1_303 - K4_1_303. Hire transport (alone or as a group)
• k4_1_304 - K4_1_304. Value / Addition or Processing of Crops
• k4_1_305 - K4_1_305. Plan to Improve Quality of Future Crops
• k4_1_306 - K4_1_306. Sell Locally / to Neighbors
• k4_1_307 - K4_1_307. Join Cooperative / Group
• k4_1_308 - K4_1_308. Take Low Price
• k4_1_500 - K4_1_500. Join farmers' association
• k4_1_501 - K4_1_501. Borrow money from family/friends /banks
• k4_1_502 - K4_1_502. Rely on government support/charity
• k4_1_503 - K4_1_503. Ask advice from family/friends /extension agents
• k4_1_504 - K4_1_504. Reduce household expenditures
• k4_1_505 - K4_1_505. Share transport
• k4_1_506 - K4_1_506. Rent/hire transport
• k4_1_other - K4_1_other. Other interventions
• k4_1_1000 - K4_1_1000. Took no action
• k4_3 - What are the major strategies your HH uses to tackle ��� CROP SALE?
• k4_3_100 - K4_3_100. Increase household's labor share
• k4_3_101 - K4_3_101. Participate in labor exchanges
• k4_3_102 - K4_3_102. Adjust input use (e.g., seeds and fertilizer) to conditions
• k4_3_103 - K4_3_103. Rent/hire/share /purchase agricultural and
• k4_3_104 - K4_3_104. Borrow/rent/hire farm equipment
• k4_3_105 - K4_3_105. Use irrigation
• k4_3_106 - K4_3_106. Build soil conservation structures
• k4_3_107 - K4_3_107. Use pesticides
• k4_3_108 - K4_3_108. Dig bore holes/wells/dams/reservoirs/streambeds
• k4_3_109 - K4_3_109. Migration
• k4_3_110 - K4_3_110. Reduce Consumption
• k4_3_111 - K4_3_111. Ganyu
• k4_3_112 - K4_3_112. Use local inputs
• k4_3_300 - K4_3_300. Postpone sale of produce
• k4_3_301 - K4_3_301. Sale produce in piecemeal
• k4_3_302 - K4_3_302. Sale produce in neighboring countries
• k4_3_303 - K4_3_303. Hire transport (alone or as a group)
• k4_3_304 - K4_3_304. Value / Addition or Processing of Crops
• k4_3_305 - K4_3_305. Plan to Improve Quality of Future Crops
• k4_3_306 - K4_3_306. Sell Locally / to Neighbors
• k4_3_307 - K4_3_307. Join Cooperative / Group
• k4_3_308 - K4_3_308. Take Low Price
• k4_3_500 - K4_3_500. Join farmers' association
• k4_3_501 - K4_3_501. Borrow money from family/friends /banks
• k4_3_502 - K4_3_502. Rely on government support/charity
• k4_3_503 - K4_3_503. Ask advice from family/friends /extension agents
• k4_3_504 - K4_3_504. Reduce household expenditures
• k4_3_505 - K4_3_505. Share transport
• k4_3_506 - K4_3_506. Rent/hire transport
• k4_3_other - K4_3_other. Other interventions
• k4_3_1000 - K4_3_1000. Took no action
• k4_5 - What are the major strategies your HH uses to tackle ��� OTHER?
• k4_5_100 - K4_5_100. Increase household's labor share
• k4_5_101 - K4_5_101. Participate in labor exchanges
• k4_5_102 - K4_5_102. Adjust input use (e.g., seeds and fertilizer) to conditions
• k4_5_103 - K4_5_103. Rent/hire/share /purchase agricultural and
• k4_5_104 - K4_5_104. Borrow/rent/hire farm equipment
• k4_5_105 - K4_5_105. Use irrigation
• k4_5_106 - K4_5_106. Build soil conservation structures
• k4_5_107 - K4_5_107. Use pesticides
• k4_5_108 - K4_5_108. Dig bore holes/wells/dams/reservoirs/streambeds
• k4_5_109 - K4_5_109. Migration
• k4_5_110 - K4_5_110. Reduce Consumption
• k4_5_111 - K4_5_111. Ganyu
• k4_5_112 - K4_5_112. Use local inputs
• k4_5_300 - K4_5_300. Postpone sale of produce
• k4_5_301 - K4_5_301. Sale produce in piecemeal
• k4_5_302 - K4_5_302. Sale produce in neighboring countries
• k4_5_303 - K4_5_303. Hire transport (alone or as a group)
• k4_5_304 - K4_5_304. Value / Addition or Processing of Crops
• k4_5_305 - K4_5_305. Plan to Improve Quality of Future Crops
• k4_5_306 - K4_5_306. Sell Locally / to Neighbors
• k4_5_307 - K4_5_307. Join Cooperative / Group
• k4_5_308 - K4_5_308. Take Low Price
• k4_5_500 - K4_5_500. Join farmers' association
• k4_5_501 - K4_5_501. Borrow money from family/friends /banks
• k4_5_502 - K4_5_502. Rely on government support/charity
• k4_5_503 - K4_5_503. Ask advice from family/friends /extension agents
• k4_5_504 - K4_5_504. Reduce household expenditures
• k4_5_505 - K4_5_505. Share transport
• k4_5_506 - K4_5_506. Rent/hire transport
• k4_5_other - K4_5_other. Other interventions
• k4_5_1000 - K4_5_1000. Took no action
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• l1_index - Source ID
• l1_label_en - Source name
• l1_a - L1_a Friend/neighbor
• l1_b - L1_b Model farmer
• l1_c - L1_c Other farmer
• l1_d - L1_d Farmer's group
• l1_e - L1_e Agricultural development/ extension agent
• l1_f - L1_f Africa RISING mother farmer
• l1_g - L1_g Africa RISING baby farmer/s
• l3 - Is SOURCE among the 3 most important you would prefer to ask/seek advice/info?
• l6a - How much money does it cost to visit your preferred source of ag info (MWK)?
• l7a - Since 12/13, have you participated in activities of your local extension office?
• l8a - Think of the ��� since 12/13. How long have you known that agent?
• l9a - In the past 6 years, ��� agricultural technologies/management practices?
• l10 - Who demonstrated the new technology/practice to you?
• l11 - Are you a member of your community's farmer research group?
• l12a - How often did you attend field days in the past year?
• l13 - Are you familiar with the Africa RISING program?
• l14 - Since 12/13 farming season, did you ... part of Africa RISING program?
• l14a - In which years did you ��� trainings and extension activities?
• l14a_1 - L14a_1. 2013
• l14a_2 - L14a_2. 2014
• l14a_3 - L14a_3. 2015
• l14a_4 - L14a_4. 2016
• l14a_5 - L14a_5. 2017
• l14a_6 - L14a_6. 2018
• l14a_7 - L14a_7. 2019
• l15 - Which Africa RISING-related activity did you get involved in?
• l15_1 - L15_1. Community meetings
• l15_2 - L15_2. Trainings
• l15_3 - L15_3. On-farm experimentation of new or improved agricultural technology
• l15_4 - L15_4. Field days
• l15_5 - L15_5. Demonstration plots
• l15_6 - L15_6. Other
• l16 - Do you plan to continue participating ... in the next planting season?
• l17 - What are your reasons for not participating in Africa RISING activities?
• l17_1 - L17_1. Not relevant to my activities
• l17_2 - L17_2. Technology not appropriate
• l17_3 - L17_3. Too expensive
• l17_4 - L17_4. Too risky
• l17_5 - L17_5. Prefer to be on my own
• l17_6 - L17_6. Not enough information
• l17_7 - L17_7. No time
• l17_8 - L17_8. I was turned down
• l17_9 - L17_9. Other
• l25 - Between 13 & 19, have you tried to experiment ... beyond what was taught?
• l26 - Between 13 & 19, which factors have influenced your use of Africa RISING prac.?
• l26_1 - L26_1. Production Increased
• l26_2 - L26_2. Production Decreased
• l26_3 - L26_3. Cost Is High
• l26_4 - L26_4. Cost Is Low
• l26_5 - L26_5. Market Opportunities
• l26_6 - L26_6. Lack Of Market Opportunities
• l26_7 - L26_7. Friend/Family Approval
• l26_8 - L26_8. Friend/Family Disapproval
• l26_9 - L26_9. Access To Technical Assistance
• l26_10 - L26_10. Lack Of Access To Technical Assistance
• l26_11 - L26_11. Access To Inputs
• l26_12 - L26_12. Lack Of Access To Inputs
• l26_13 - L26_13. Changes Observed In Environment / Climate
• l26_14 - L26_14. No Changes Observed In Environment / Climate
• l26_15 - L26_15. Too Much Effort / Time
• l26_16 - L26_16. Not Too Much Effort/Time
• l26_17 - L26_17. Diversify Away From Maize/Legumes
• l26_18 - L26_18. Unrelated Expense (Wedding / Funeral / Etc.)
• l26_19 - L26_19. Participation In Non-Farm Activities
• l26_20 - L26_20. Others' Crop Increased
• l26_21 - L26_21. Others' Crop Decreased
• l26_22 - L26_22. Production Stayed The Same
• l26_23 - L26_23. Others' Crop Stayed The Same
• l27 - Of the following ... MOST beneficial?
• l27_1 - L27_1. General Intercropping
• l27_2 - L27_2. Intercropping With Legumes
• l27_3 - L27_3. Chemical Fertilizer
• l27_4 - L27_4. Organic Fertilizer
• l27_5 - L27_5. Crop Rotation
• l27_6 - L27_6. Tied Ridges
• l28 - Of the following ... LEAST beneficial?
• l28_1 - L28_1. General Intercropping
• l28_2 - L28_2. Intercropping With Legumes
• l28_3 - L28_3. Chemical Fertilizer
• l28_4 - L28_4. Organic Fertilizer
• l28_5 - L28_5. Crop Rotation
• l28_6 - L28_6. Tied Ridges
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• m1 - Income Source ID
• m1_label - Income Source name
• m2 - In the past 12 months have members of your HH received any income from ACTIVITY?
• m3 - Who in the household is mainly responsible for ACTIVITY?
• m4 - How many months ... of this HH receive income from ACTIVITY?
• m5 - For each of these months ... did your HH make? (MWK/month)
• m6 - Is ACTIVITY a typical economic activity for your HH to earn income?
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• o1 - What is the main material used for the outer walls of the house?
• o2 - What is the main material used for the floor in your house?
• o3 - What is the main material used for the roof on your house?
• o4 - How many distinct rooms does ... (exclude toilet, kitchen, & bath rooms)
• o5 - How many windows does the housing unit have?
• o6 - How much monthly rent ... [ENTER -99 IF RESPONDENT DOES NOT KNOW] (MWK/month)
• o7 - What is the main source of drinking water for your household?
• o8 - What is the main type of toilet used by your household?
• o9 - What is the main type of lighting used by your household?
• o10 - What is the main type of cooking fuel used by your household?
• o11a - How many HH members sleep under bed nets? (Adults (older than 15 years old))
• o11b - How many HH members sleep under bed nets? (Children (younger than 15))
• o11 - Asset type ID
• o11_label - Asset type name
• o12a - How many units of ASSET does your HH currently own?
• o12b - When did your HH acquire ASSET?
• o15 - Farm asset type ID
• o15_label - Farm asset type name
• o16 - How many of FARM ASSET does your HH currently own?
• o13 - Service type ID
• o13_label - Service type name
• o14 - How long does it take to get to SERVICE, ... of transport? [one way in minutes]
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• pid - HH Member ID
• hh_membername - HH Member name
• p1 - In the past 7 days, did you worry that your HH would not have enough food?
• p2a - [PAST 7 DAYS] Rely on less preferred foods?
• p2b - [PAST 7 DAYS] Limit the variety of foods eaten?
• p2c - [PAST 7 DAYS] Limit portion size at meal-times?
• p2d - [PAST 7 DAYS] Reduce number of meals eaten in a day?
• p2e - [PAST 7 DAYS] Restrict consumption by adults for small children to eat?
• p2f - [PAST 7 DAYS] Borrow food, or rely on help from a friend or relative?
• p2g - [PAST 7 DAYS] Have no food of any kind in your household?
• p2h - [PAST 7 DAYS] Go a whole day and night without eating anything?
• p8 - In the last 12 months, ��� to feed the HH?
• p9 - In which of the months of 2018 did you experience food shortage?
• p9_1 - P9_1. Jan
• p9_2 - P9_2. Feb
• p9_3 - P9_3. Mar
• p9_4 - P9_4. Apr
• p9_5 - P9_5. May
• p9_6 - P9_6. Jun
• p9_7 - P9_7. Jul
• p9_8 - P9_8. Aug
• p9_9 - P9_9. Sep
• p9_10 - P9_10. Oct
• p9_11 - P9_11. Nov
• p9_12 - P9_12. Dec
• p9_na - P9_na. Not Applicable
• p10 - In which of the months of 2019 did you experience food shortage?
• p10_1 - P10_1. Jan
• p10_2 - P10_2. Feb
• p10_3 - P10_3. Mar
• p10_4 - P10_4. Apr
• p10_5 - P10_5. May
• p10_6 - P10_6. Jun
• p10_7 - P10_7. Jul
• p10_8 - P10_8. Aug
• p10_9 - P10_9. Sep
• p10_10 - P10_10. Oct
• p10_11 - P10_11. Nov
• p10_12 - P10_12. Dec
• p10_na - P10_na. Not Applicable
• p11 - What was the cause of this situation?
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• q1_category - Food category
• q1_1 - Food item code
• q1_label - Food item name
• q1_101 - Q1_101 Rice (paddy)
• q1_102 - Q1_102 Maize (green, cob)
• q1_103 - Q1_103 Maize (grain)
• q1_104 - Q1_104 Maize (flour)
• q1_105 - Q1_105 Millet and sorghum (grain)
• q1_106 - Q1_106 Millet and sorghum (flour)
• q1_107 - Q1_107 Wheat, barley grain and other cereals
• q1_108 - Q1_108 Bread
• q1_109 - Q1_109 Buns and biscuits
• q1_110 - Q1_110 Macaroni, spaghetti
• q1_111 - Q1_111 Other cereal products
• q1_201 - Q1_201 Cassava fresh
• q1_202 - Q1_202 Cassava dry/flour
• q1_203 - Q1_203 Sweet potatoes
• q1_204 - Q1_204 Yams/cocoyams
• q1_205 - Q1_205 Irish/round potatoes
• q1_206 - Q1_206 Cooking bananas, plantains
• q1_207 - Q1_207 Other starches
• q1_301 - Q1_301 Sugar
• q1_302 - Q1_302 Sugarcane
• q1_303 - Q1_303 Sweets
• q1_304 - Q1_304 Honey, syrups, jams, marmalade, jellies, canned fruits
• q1_399 - Q1_399 Other sweets
• q1_401 - Q1_401 Peas, beans, lentils
• q1_402 - Q1_402 Other pulses
• q1_501 - Q1_501 Groundnuts in shell/shelled
• q1_502 - Q1_502 Coconuts mature
• q1_503 - Q1_503 Coconuts immature
• q1_504 - Q1_504 Bambara nuts
• q1_505 - Q1_505 Seeds and products from nuts/seeds (excl. cooking oil)
• q1_506 - Q1_506 Other nuts and seeds
• q1_601 - Q1_601 Onions, tomatoes, carrots and green pepper, other viungo
• q1_602 - Q1_602 Spinach, cabbage and other green vegetables
• q1_603 - Q1_603 Canned, dried and wild vegetables
• q1_609 - Q1_609 Other vegetables
• q1_701 - Q1_701 Ripe bananas
• q1_702 - Q1_702 Citrus fruits (oranges, lemon, tangerines, etc.)
• q1_703 - Q1_703 Mangoes, avocadoes
• q1_704 - Q1_704 Other fruits
• q1_801 - Q1_801 Goat meat
• q1_802 - Q1_802 Beef including minced sausage
• q1_803 - Q1_803 Pork including sausages and bacon
• q1_804 - Q1_804 Chicken and other poultry
• q1_805 - Q1_805 Wild birds, insects, mice
• q1_806 - Q1_806 Other domestic/wild meat products
• q1_807 - Q1_807 Eggs
• q1_808 - Q1_808 Fresh fish and seafood
• q1_809 - Q1_809 Dried/salted fish and seafood
• q1_810 - Q1_810 Package/Canned fish
• q1_811 - Q1_811 Other meat
• q1_901 - Q1_901 Fresh milk
• q1_902 - Q1_902 Milk products
• q1_903 - Q1_903 Canned milk/milk powder
• q1_904 - Q1_904 Other dairy products
• q1_1001 - Q1_1001 Cooking oil
• q1_1002 - Q1_1002 Butter, margarine, ghee
• q1_1003 - Q1_1003 Other fat products
• q1_1101 - Q1_1101 Salt
• q1_1102 - Q1_1102 Other spices
• q1_1203 - Q1_1203 Other raw materials for drinks
• q1_1204 - Q1_1204 Bottled/canned soft drinks (soda, juice, water)
• q1_1205 - Q1_1205 Prepared tea, coffee
• q1_1206 - Q1_1206 Bottled beer
• q1_1207 - Q1_1207 Local brews
• q1_1208 - Q1_1208 Wine and spirits
• q1_1301 - Q1_1301 Full meals (breakfast, lunch or dinner)
• q1_1302 - Q1_1302 Barbecued meat, chips, roast bananas and other snacks prepared on charco
• q1_1303 - Q1_1303 Samosa, cake and other snacks
• q3a - How much ITEM in total did your household consume in the past 7 days? (Quantity)
• q3b - How much ITEM in total did your household consume in the past 7 days? (Unit)
• q4a - How much ITEM came from purchases? (Quantity)
• q4b - How much ITEM came from purchases? (Unit)
• q5 - How much did you spend to purchase ITEM in total? (MWK total)
• q6a - How much ITEM came from own-production? (Quantity)
• q6b - How much ITEM came from own-production? (Unit)
• q7a - How much ITEM came from gifts and other sources? (Quantity)
• q7b - How much ITEM came from gifts and other sources? (Unit)
• q5_1301 - How much did you spend to purchse FULL MEALS ��� DINNER)
• q5_1302 - How much did you spend to purchse BARBECUED MEAT ��� CHARCOAL
• q5_1303 - How much did you spend to purchase SAMOSA ��� SNACKS
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• s1_1 - One week recall item ID
• s1_1_label - One week recall item name
• s1_2 - Over the past 7 days, did you purchase any ITEM (s1_1)?
• s1_3 - How much did you pay in total for ITEM (s1_1)?
• s1_4 - One month recall item ID
• s1_4_label - One month recall item name
• s1_5 - Over the past 30 days, did you purchase or pay for any ITEM (s1_4)?
• s1_6 - How much did you pay in total for ITEM (s1_4)?
• s2_1 - 12 month recall item ID [Purchase or pay]
• s2_1_label - 12 month recall item name [Purchase or pay]
• s2_2 - Over the past 12 months, did you purchase or pay for any ITEM (s2_1)?
• s2_3 - How much did you pay in total for ITEM (s2_1)?
• s2_4 - 12 month recall item ID [Gather, purchase or pay]
• s2_4_label - 12 month recall item name [Gather, purchase or pay]
• s2_5 - Over the past 12 months, did you gather, purchase or pay for any ITEM (s2_4)?
• s2_6 - What was the estimated value of s2_4 consumed from what you have gathered? (MWK)
• s2_7 - What was the cost of s2_4 that you purchased?
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• t2 - T2 Since 2013, was your household severely affected negatively by any of the fol
• t2_101 - T2_101. Drought or floods
• t2_102 - T2_102. Strong winds/storms
• t2_103 - T2_103. Crop disease or pests
• t2_104 - T2_104. Livestock died or stolen
• t2_105 - T2_105. Household business failure, non-agricultural
• t2_106 - T2_106. Loss of salaried employment or non-payment of salary
• t2_107 - T2_107. Large fall in sale prices for crops
• t2_108 - T2_108. Large rise in price of food
• t2_109 - T2_109. Large rise in agricultural input prices
• t2_110 - T2_110. Severe water shortage
• t2_111 - T2_111. Loss of land
• t2_112 - T2_112. Chronic/severe illness or accident of household member
• t2_113 - T2_113. Death of a member of household
• t2_114 - T2_114. Death of other family member
• t2_115 - T2_115. Break-up of the household
• t2_116 - T2_116. Jailed
• t2_117 - T2_117. Fire
• t2_118 - T2_118. Hijacking/robbery/burglary/assault
• t2_119 - T2_119. Dwelling damaged, destroyed
• t2_120 - T2_120. Immediate needs of money and selling crop at lowest price
• t2_121 - T2_121. Political, tribal, and farmers' livestock conflict
• t2_122 - T2_122. Other
• t2_123 - T2_123. None
• t2_1
• t2_1_label
• t2_2
• t2_2_label
• t2_3
• t2_3_label
• t2_4
• t2_4_label
• t2_5
• t2_5_label
• t2_6
• t2_6_label
• t2_7
• t2_7_label
• t2_8
• t2_8_label
• t2_9
• t2_9_label
• t2_10
• t2_10_label
• t3_1_shock1
• t3_2_shock2
• t3_3_shock3
• t3_1
• t3_1_label
• t4_1 - T4 _1 Did [${t3_1_label}] cause a reduction in household income and/or assets?
• t5_1 - T5 _1 How dispersed was this shock? It affected...
• t6_1 - T6_1 In which year and month did the most recent [${t3_1_label}] occur/start?
• t7a_1 - T7_1 How long did the last episode of [${t3_1_label}] last?
• t7b_1 - T7_1 How long did the last episode of [${t3_1_label}] last?
• t8a_1 - T8a_1 What did your household do in response to this [${t3_1_label}] to try to
• t8b_1 - T8b_1 What did your household do in response to this [${t3_1_label}] to try to
• t8c_1 - T8c_1 What did your household do in response to this [${t3_1_label}] to try to
• t3_2
• t3_2_label
• t4_2 - T4 _2 Did [${t3_2_label}] cause a reduction in household income and/or assets?
• t5_2 - T5 _2 How dispersed was this shock? It affected...
• t6_2 - T6_2 In which year and month did the most recent [${t3_2_label}] occur/start?
• t7a_2 - T7_2 How long did the last episode of [${t3_2_label}] last?
• t7b_2 - T7_2 How long did the last episode of [${t3_2_label}] last?
• t8a_2 - T8a_2 What did your household do in response to this [${t3_2_label}] to try to
• t8b_2 - T8b_2 What did your household do in response to this [${t3_2_label}] to try to
• t8c_2 - T8c_2 What did your household do in response to this [${t3_2_label}] to try to
• t3_3
• t3_3_label
• t4_3 - T4 _3 Did [${t3_3_label}] cause a reduction in household income and/or assets?
• t5_3 - T5 _3 How dispersed was this shock? It affected...
• t6_3 - T6_3 In which year and month did the most recent [${t3_3_label}] occur/start?
• t7a_3 - T7_3 How long did the last episode of [${t3_3_label}] last?
• t7b_3 - T7_3 How long did the last episode of [${t3_3_label}] last?
• t8a_3 - T8a_3 What did your household do in response to this [${t3_3_label}] to try to
• t8b_3 - T8b_3 What did your household do in response to this [${t3_3_label}] to try to
• t8c_3 - T8c_3 What did your household do in response to this [${t3_3_label}] to try to
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• pid - HH member ID
• u_name - HH member name
• u_sex - HH member sex
• u_age - HH member age
• u1 - When was HH MEMBER born?
• u4 - Are you HH MEMBER currently pregnant or breastfeeding?
• u5 - Was HH MEMBER measured?
• u6 - Why was HH MEMBER not measured?
• u7_1 - Weight (KG) Measurement 1
• u7_2 - Weight (KG) Measurement 2
• u7_3 - Weight (KG) Measurement 3
• u8_1 - Height (CM) Measurement 1
• u8_2 - Height (CM) Measurement 2
• u8_3 - Height (CM) Measurement 3
• replacement - Follow-up replacement household
• rep_id - Replacement ID
• hhid - Household ID
• pid - HH member ID
• v_name - HH member name
• v_sex - HH member sex
• v_age - HH member age
• v2 - Was HH MEMBER measured?
• v3 - Why was HH MEMBER not measured?
• v3a - Does HH MEMBER's mother and father live in the household?
• v3b - Which household member is the mother of HH MEMBER? (ID)
• v3b_name - Which household member is the mother of HH MEMBER? (Name)
• v3c - Which household member is the father of HH MEMBER? (ID)
• v3c_name - Which household member is the father of HH MEMBER? (Name)
• v4_1 - Weight (KG) Measurement 1
• v4_2 - Weight (KG) Measurement 2
• v4_3 - Weight (KG) Measurement 3
• v5_1 - Height (CM) Measurement 1
• v5_2 - Height (CM) Measurement 2
• v5_3 - Height (CM) Measurement 3
• v6 - Was height/length measured with child standing or lying down?
• v7_1 - Upper arm circumference (CM) Measurement 1
• v7_2 - Upper arm circumference (CM) Measurement 2
• v7_3 - Upper arm circumference (CM) Measurement 3
• v7x0 - Was the enumerator available during anthropometric measures?
• replacement - Follow-up replacement household
• rep_id - Replacement ID

f6884998 Location:

Variable Format: character

Notes: UNF:6:Y8OMaVDAXqlGe9WRn2o6eQ==

f6884998 Location:

Variable Format: character

Notes: UNF:6:zKaKk5iu/L64axsqXFlNAg==

f6884998 Location:

Variable Format: character

Notes: UNF:6:52IHOEct1jwXj9Hu0B2vkQ==

f6884998 Location:

Variable Format: character

Notes: UNF:6:Gcd5i2A3mN0OWsldF+2Vyg==

f6884998 Location:

Variable Format: character

Notes: UNF:6:ElAS38mgrA9cLdBpcAppRg==

f6884998 Location:

Variable Format: character

Notes: UNF:6:EXty2XpLPalVeI8GlSG10g==

f6884998 Location:

Variable Format: character

Notes: UNF:6:sMzkdFS1wv74kAkYG1HxCg==

f6884998 Location:

Variable Format: character

Notes: UNF:6:ccjhJC5HmP8bl/heWUgf/g==

f6884998 Location:

Summary Statistics: Valid 153.0; Max. 1961.0; Min. 0.0; Mean 84.81699346405227; StDev 235.048019671359

Variable Format: numeric

Notes: UNF:6:cSvhnkCIZwAAmRPSeeEX6g==

f6884998 Location:

Summary Statistics: Mean 0.8300453587973856; Min. 0.0; Valid 153.0; StDev 0.3100777963510974; Max. 1.0

Variable Format: numeric

Notes: UNF:6:E+n5od6jsMlFS/Wok5kz6w==

f6884998 Location:

Summary Statistics: StDev 6.649979114420001; Mean 5.0; Valid 10.0; Max. 19.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:5836G2D6tx/TruXcFZh8og==

f6884998 Location:

Summary Statistics: Min. 0.0; StDev 340.3894664775761; Valid 10.0; Mean 122.90000000000002; Max. 1087.0

Variable Format: numeric

Notes: UNF:6:73WdFFFJx7hyGHZca5Qkuw==

f6884998 Location:

Variable Format: character

Notes: UNF:6:g4jpz8hOfbQZbNKGn2h+Yg==

f6884998 Location:

Variable Format: character

Notes: UNF:6:2x9SFH9Nk0JsgNY81Ta3ow==

f6884998 Location:

Variable Format: character

Notes: UNF:6:0dFQZc23iWLoeUT/vf2RBw==

f6884998 Location:

Variable Format: character

Notes: UNF:6:F+YxY0p+sTMO0BmTJJecJA==

f6884998 Location:

Summary Statistics: StDev 1191.6987177108538; Mean 381.5432551553139; Max. 4731.743339; Min. 0.0; Valid 137.0

Variable Format: numeric

Notes: UNF:6:vRNIZc6mSixsDkdnD6ABdw==

f6884998 Location:

Summary Statistics: Valid 10.0; Min. 0.0; Max. 0.0; Mean 0.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:GwHOJvzyqD6k3SujBs7oPg==

f6884998 Location:

Summary Statistics: Max. 53.0; Min. 2.0; Valid 97.0; StDev 10.546299900000761; Mean 8.237113402061857;

Variable Format: numeric

Notes: UNF:6:dGNaXTDyBnSWPgD6aAsssg==

f6884998 Location:

Variable Format: character

Notes: UNF:6:HAmBVDYRrL5PvkR6eiFmtg==

f6884988 Location:

Variable Format: character

Notes: UNF:6:T2emsl0Pn+tQY1z83nh5lA==

f6884988 Location:

Variable Format: character

Notes: UNF:6:IGgQuXR8vIacgiHvVLWuzQ==

f6884988 Location:

Variable Format: character

Notes: UNF:6:td8KqLkMojaYj+YS/jJKiQ==

f6884988 Location:

Variable Format: character

Notes: UNF:6:TjXh0V4ulHswXldMP/vYYw==

f6884988 Location:

Variable Format: character

Notes: UNF:6:ht7b/pVz8IkVWjJLfIIivw==

f6884988 Location:

Variable Format: character

Notes: UNF:6:oqoxUHWhakLaGvgvm9uQgA==

f6884988 Location:

Variable Format: character

Notes: UNF:6:Gw5TM6KEFCu5cIOAXs37Gg==

f6884988 Location:

Variable Format: character

Notes: UNF:6:2rccY1yGUi+LGVWNUqEJoQ==

f6884988 Location:

Summary Statistics: StDev 7417.181000485103; Min. 0.0; Max. 71361.0; Mean 2479.0341130604143; Valid 1026.0

Variable Format: numeric

Notes: UNF:6:RyrjQdO2gH52Y+Z/KQ6gwA==

f6884988 Location:

Summary Statistics: StDev 0.3858772949990081; Min. 2.3116E-4; Mean 0.6451179173742687; Valid 1026.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:xZcljnZJDaB+xv8pkt5VPQ==

f6884988 Location:

Summary Statistics: Valid 102.0; StDev 398.7609562544514; Mean 163.32352941176467; Max. 1690.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:tlrJ2ejen68jm9NJ5DzEwA==

f6884988 Location:

Summary Statistics: Min. 0.0; Max. 7462.0; Mean 941.5625; StDev 1786.615805974495; Valid 96.0;

Variable Format: numeric

Notes: UNF:6:sSWxc416Aakoecq4pVeB7Q==

f6884988 Location:

Variable Format: character

Notes: UNF:6:EZhFtPbrxlLtmMeJJtfvFw==

f6884988 Location:

Variable Format: character

Notes: UNF:6:LWTB6BJg8vldX59m+muGMA==

f6884988 Location:

Variable Format: character

Notes: UNF:6:SIQfq6pncKeLNrHIucc7Uw==

f6884988 Location:

Summary Statistics: Valid 924.0; Max. 2.109911894E9; Mean 8.673851671576537E7; StDev 4.167908475611065E8; Min. -8.301324503

Variable Format: numeric

Notes: UNF:6:VaFseGTovdW9w7f8cWIYUw==

f6884988 Location:

Summary Statistics: Min. 0.0; Valid 922.0; Mean 728323.1649228288; StDev 1.6228395193962222E7; Max. 4.921248759E8

Variable Format: numeric

Notes: UNF:6:ndmmrTYzlEfGHpI+Zy0TwQ==

f6884988 Location:

Summary Statistics: Mean 0.0; StDev 0.0; Max. 0.0; Min. 0.0; Valid 96.0

Variable Format: numeric

Notes: UNF:6:PpGktMhVPzhia9CKeF4tHg==

f6884988 Location:

Summary Statistics: Mean 4.015759312320922; Max. 90.0; StDev 6.7178029227131315; Min. 1.0; Valid 698.0;

Variable Format: numeric

Notes: UNF:6:U2HJ/JBmvovwMymCG56+1Q==

f6884988 Location:

Variable Format: character

Notes: UNF:6:GJVL07SJLhzT5lt2T+9Alg==

f6885514 Location:

Summary Statistics: Max. 2.094560121E9; Min. 2.0811113E9; StDev 5226124.375337941; Valid 1100.0; Mean 2.0887537188818183E9

Variable Format: numeric

Notes: UNF:6:ch45nCUycC3xZ0K+3DF0tA==

f6885514 Location:

Summary Statistics: Min. 208.0; StDev 0.5001804646512634; Mean 208.49391304347827; Max. 209.0; Valid 1150.0;

Variable Format: numeric

Notes: UNF:6:XpvnxRzdtQsEVlSGRQKGiQ==

f6885514 Location:

Summary Statistics: StDev 1.4703270834474844; Min. 1.0; Mean 3.580869565217393; Valid 1150.0; Max. 6.0;

Variable Format: numeric

Notes: UNF:6:4jE/mVRR3LnAzeE09EG3/A==

f6885514 Location:

Summary Statistics: Valid 1150.0; Max. 8.0; Min. 1.0; Mean 4.34521739130435; StDev 2.1277618504662525

Variable Format: numeric

Notes: UNF:6:R/AUUtKW2pd4OTZrlLhwMg==

f6885514 Location:

Summary Statistics: StDev 160.33027749055447; Max. 935.0; Min. 11.0; Valid 1150.0; Mean 66.94695652173922

Variable Format: numeric

Notes: UNF:6:rDFDLn73/9C701/W/TfZFQ==

f6885514 Location:

Summary Statistics: Mean 1.1080038572806168; Valid 1037.0; Max. 3.0; Min. 1.0; StDev 0.45226112317690165

Variable Format: numeric

Notes: UNF:6:u9d3EkSGFcgyAg/uAuSQ4w==

f6885514 Location:

Summary Statistics: Max. 4.0; StDev 0.863096435844828; Min. 1.0; Mean 1.4271938283510124; Valid 1037.0;

Variable Format: numeric

Notes: UNF:6:752mwznoJUMysuobxlkZDA==

f6885514 Location:

Summary Statistics: Valid 62.0; Max. 4.0; Mean 3.1129032258064515; StDev 1.2427473360667083; Min. 1.0

Variable Format: numeric

Notes: UNF:6:qejsVdPuUfuHRuXgbFT2AQ==

f6885514 Location:

Variable Format: character

Notes: UNF:6:T/l2bFgr0Xdt29vfgY6F2g==

f6885514 Location:

Variable Format: character

Notes: UNF:6:niaZ0O4rKc+RrHR+gRuF2Q==

f6885514 Location:

Summary Statistics: Min. 1.0; Mean 1.0; Max. 1.0; Valid 184.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:BhuY629ocFpaI7kTwys3+Q==

f6885514 Location:

Variable Format: character

Notes: UNF:6:9WGU9jDtha/Y9Ctjc6kDEA==

f6885514 Location:

Variable Format: character

Notes: UNF:6:7LqLPHWmZw89u6BDANA4gQ==

f6885514 Location:

Summary Statistics: StDev 0.029814239699997126; Min. 0.0; Max. 1.0; Mean 0.9991111111111111; Valid 1125.0

Variable Format: numeric

Notes: UNF:6:NUEi87dgzCKYPRA3rvsaAg==

f6885514 Location:

Variable Format: character

Notes: UNF:6:M7qyB4odHUYTBwjQmvFBiA==

f6885514 Location:

Summary Statistics: StDev 0.37257830702679234; Valid 1124.0; Mean 0.833629893238434; Max. 1.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:MM4fvS8eQVNmugXokv1iLA==

f6885514 Location:

Variable Format: character

Notes: UNF:6:M7qyB4odHUYTBwjQmvFBiA==

f6885514 Location:

Summary Statistics: Valid 14.0; StDev 0.0; Max. 2.0; Min. 2.0; Mean 2.0;

Variable Format: numeric

Notes: UNF:6:gFaJ2UhTjk/qA3nGfcoQ/g==

f6885514 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 113.0; Mean 0.008849557522123883; StDev 0.09407208683835977

Variable Format: numeric

Notes: UNF:6:hxu7c7lvK6rl9SPfB6xDMw==

f6885514 Location:

Summary Statistics: Max. 9.99244754E8; StDev 4.9212487592664313E8; Valid 113.0; Mean 4.680101349380531E8; Min. -99.0;

Variable Format: numeric

Notes: UNF:6:zkmPDRv4QtE+wLoy4sP4hA==

f6885514 Location:

Variable Format: character

Notes: UNF:6:M7qyB4odHUYTBwjQmvFBiA==

f6885514 Location:

Variable Format: character

Notes: UNF:6:M7qyB4odHUYTBwjQmvFBiA==

f6885514 Location:

Variable Format: character

Notes: UNF:6:M7qyB4odHUYTBwjQmvFBiA==

f6885514 Location:

Variable Format: character

Notes: UNF:6:M7qyB4odHUYTBwjQmvFBiA==

f6885514 Location:

Variable Format: character

Notes: UNF:6:M7qyB4odHUYTBwjQmvFBiA==

f6885514 Location:

Summary Statistics: Mean 0.09826086956521583; StDev 0.297796552270278; Max. 1.0; Min. 0.0; Valid 1150.0;

Variable Format: numeric

Notes: UNF:6:ySiXKWQHrR4Ul3bU7alhuw==

f6885514 Location:

Summary Statistics: Max. 2.115582464E9; StDev 5420486.297224546; Valid 112.0; Min. 2.10111872E9; Mean 2.1099118937142856E9;

Variable Format: numeric

Notes: UNF:6:zOwSCMQGvL0XsgO7ikqDAA==

f6884901 Location:

Summary Statistics: StDev 5276344.818471825; Valid 5148.0; Mean 2.08853492659596E9; Max. 2.094560121E9; Min. 2.0811113E9;

Variable Format: numeric

Notes: UNF:6:dXi5SKPBxn73/ztuimcT7A==

f6884901 Location:

Summary Statistics: StDev 2.002136468888328; Max. 15.0; Valid 5503.0; Min. 1.0; Mean 3.367435944030532

Variable Format: numeric

Notes: UNF:6:DZtjAz8b6XhZsdMKjHcR/A==

f6884901 Location:

Variable Format: character

Notes: UNF:6:4rWpwUcqjR5qK+m/vJmBiQ==

f6884901 Location:

Summary Statistics: Valid 4979.0; Min. 1.0; StDev 1.850177082095987; Max. 10.0; Mean 4.1767423177344885

Variable Format: numeric

Notes: UNF:6:bFKb269prwXluhscqkIhrw==

f6884901 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.4254063024395463; Mean 0.7628037758586069; Valid 4979.0;

Variable Format: numeric

Notes: UNF:6:UiLasGQwqUr3GvyEfe/FRw==

f6884901 Location:

Summary Statistics: Valid 3798.0; Mean 2.1018957345971607; Max. 13.0; StDev 1.5058105656956404; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:Vn9HmR6pGCq4dRTlhUxaUw==

f6884901 Location:

Summary Statistics: Valid 527.0; StDev 1.6006840119128654; Mean 5.314990512333968; Min. 1.0; Max. 8.0

Variable Format: numeric

Notes: UNF:6:xvbpmcViTBhcoklfBNWtDA==

f6884901 Location:

Summary Statistics: Valid 4979.0; Min. 1.0; StDev 2.0467705049662155; Max. 15.0; Mean 5.780076320546291

Variable Format: numeric

Notes: UNF:6:HieGNGvi1nqlDBenRgI5Nw==

f6884901 Location:

Variable Format: character

Notes: UNF:6:RH3NoTDNRl3+MGDymE4wAw==

f6884901 Location:

Variable Format: character

Notes: UNF:6:RH3NoTDNRl3+MGDymE4wAw==

f6884901 Location:

Variable Format: character

Notes: UNF:6:RH3NoTDNRl3+MGDymE4wAw==

f6884901 Location:

Variable Format: character

Notes: UNF:6:RH3NoTDNRl3+MGDymE4wAw==

f6884901 Location:

Summary Statistics: Mean 2.903378132945878; Min. 1.0; Valid 5506.0; StDev 1.593959827659971; Max. 10.0;

Variable Format: numeric

Notes: UNF:6:sMNZiydJZkNQyy0r5tv0tA==

f6884901 Location:

Summary Statistics: StDev 0.4994476514237139; Valid 5503.0; Min. 1.0; Max. 2.0; Mean 1.5244412138833368

Variable Format: numeric

Notes: UNF:6:qsD+i4n76WOQuYB7/TPWBw==

f6884901 Location:

Summary Statistics: Valid 5503.0; StDev 20.18431064679708; Max. 98.0; Min. 0.0; Mean 24.62038887879339;

Variable Format: numeric

Notes: UNF:6:WjSVZW0WtD/ioM2e8hx0Iw==

f6884901 Location:

Summary Statistics: Valid 846.0; Max. 11.0; StDev 3.3895079865267044; Mean 5.034278959810873; Min. 0.0

Variable Format: numeric

Notes: UNF:6:GbA/Uox7mZC3gjHEJs7CVA==

f6884901 Location:

Summary Statistics: Valid 5503.0; Min. 1.0; Mean 1.013992367799382; Max. 2.0; StDev 0.11746952370833459

Variable Format: numeric

Notes: UNF:6:QXv6vecAbJ7gFZJjAo/Cjg==

f6884901 Location:

Summary Statistics: Valid 4612.0; StDev 3.331421712116765; Mean 4.660234171725913; Max. 15.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:0o8MRYE+kfLcDNALJRWc4g==

f6884901 Location:

Summary Statistics: Mean 2.8081092801387664; Valid 4612.0; Min. 1.0; Max. 5.0; StDev 1.6822633951785502;

Variable Format: numeric

Notes: UNF:6:4Hkib0GlkqG2mj0yT8XdVQ==

f6884901 Location:

Summary Statistics: Min. 1.0; Valid 4612.0; Mean 4.009973980919345; Max. 15.0; StDev 3.130901842124423

Variable Format: numeric

Notes: UNF:6:RVmmW/PgrNWsDJpO3KxuiQ==

f6884901 Location:

Summary Statistics: Mean 7.26084128360798; StDev 3.105015424144035; Min. 1.0; Valid 4612.0; Max. 15.0

Variable Format: numeric

Notes: UNF:6:sjCz+rJGp59plhEwd2ddNA==

f6884901 Location:

Summary Statistics: StDev 2.4989515116265926; Max. 7.0; Min. 1.0; Mean 3.7779429250891807; Valid 3364.0;

Variable Format: numeric

Notes: UNF:6:WGGIvBmt+F70n5/yYCcVFQ==

f6884901 Location:

Summary Statistics: Mean 6.5974025974025965; Max. 8.0; Min. 2.0; StDev 1.968567073438124; Valid 77.0;

Variable Format: numeric

Notes: UNF:6:nV9spbIuCgeWP+ItfUjmvQ==

f6884901 Location:

Summary Statistics: Mean 0.09571376679984944; Valid 5506.0; Max. 1.0; StDev 0.2942250230615115; Min. 0.0

Variable Format: numeric

Notes: UNF:6:cJOXJll1rSAR1lVCuk2Sug==

f6884901 Location:

Summary Statistics: Mean 2.1047672653254437E9; Max. 2.112810112E9; Min. 2.10111872E9; Valid 169.0; StDev 4174206.357159846

Variable Format: numeric

Notes: UNF:6:F/JcjAt9IvYAd/n3Qc62UA==

f6884996 Location:

Summary Statistics: StDev 4731.743338789845; Min. 2082215.0; Mean 2090097.9473684211; Valid 38.0; Max. 2094555.0;

Variable Format: numeric

Notes: UNF:6:L7faN3U0G1PltKur1bGjLw==

f6884996 Location:

Summary Statistics: StDev 0.5003554924018236; Mean 208.57894736842104; Max. 209.0; Min. 208.0; Valid 38.0;

Variable Format: numeric

Notes: UNF:6:LVi3yyWGeU5aumfAjG/qtQ==

f6884996 Location:

Summary Statistics: StDev 1.166141587454742; Mean 3.7894736842105265; Min. 2.0; Valid 38.0; Max. 6.0;

Variable Format: numeric

Notes: UNF:6:ofVdysIP0WawBFdq0EvEXw==

f6884996 Location:

Summary Statistics: StDev 2.0382194555727775; Valid 38.0; Max. 8.0; Mean 4.815789473684211; Min. 2.0

Variable Format: numeric

Notes: UNF:6:k4e1XzX6irOHXJgVWQB/Ag==

f6884996 Location:

Summary Statistics: Max. 67.0; StDev 14.106988068880382; Mean 37.421052631578945; Min. 15.0; Valid 38.0

Variable Format: numeric

Notes: UNF:6:MpwqECjXI//y3YUfrXnHww==

f6884996 Location:

Variable Format: character

Notes: UNF:6:Kz/vw/hsO3YavCwAoU48Sw==

f6884996 Location:

Variable Format: character

Notes: UNF:6:Kz/vw/hsO3YavCwAoU48Sw==

f6884996 Location:

Variable Format: character

Notes: UNF:6:Kz/vw/hsO3YavCwAoU48Sw==

f6884996 Location:

Variable Format: character

Notes: UNF:6:KeBBu0eBn5xvtSSE9s+h0g==

f6884996 Location:

Variable Format: character

Notes: UNF:6:cayAse+8PEhBX9u01df7Tg==

f6884996 Location:

Summary Statistics: Mean 3.263157894736842; Valid 38.0; Min. 1.0; StDev 1.4646134168721565; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:VDoz0lmziHT/0pfTuClYQA==

f6884996 Location:

Variable Format: character

Notes: UNF:6:cayAse+8PEhBX9u01df7Tg==

f6884991 Location:

Summary Statistics: StDev 4637.232377270527; Valid 199.0; Mean 2090175.0201005025; Max. 2094555.0; Min. 2082215.0;

Variable Format: numeric

Notes: UNF:6:/El7U7OFfmTWZo7W8MgZqw==

f6884991 Location:

Summary Statistics: Min. 208.0; Valid 199.0; StDev 0.49432082550094075; Mean 208.58291457286433; Max. 209.0

Variable Format: numeric

Notes: UNF:6:L1Tn/ggnyZjPm7Q33wZlgg==

f6884991 Location:

Summary Statistics: StDev 1.1767764451620493; Min. 2.0; Mean 3.8291457286432156; Valid 199.0; Max. 6.0

Variable Format: numeric

Notes: UNF:6:sdgV+RWgc+xjsBp945VFsg==

f6884991 Location:

Summary Statistics: StDev 1.9785920899834952; Min. 2.0; Valid 199.0; Max. 8.0; Mean 4.7889447236180915

Variable Format: numeric

Notes: UNF:6:mQ6JrP70XHjUM0IWOMFgaA==

f6884991 Location:

Summary Statistics: Max. 67.0; Valid 199.0; Min. 15.0; Mean 37.83417085427136; StDev 14.407056288498161

Variable Format: numeric

Notes: UNF:6:kywZTJ6SbbKfXPZQPkdkSg==

f6884991 Location:

Summary Statistics: Mean 5.462311557788945; Min. 5.0; Max. 7.0; Valid 199.0; StDev 0.7298378700663007

Variable Format: numeric

Notes: UNF:6:p+YbVVkxYqlxkytALSauYw==

f6884991 Location:

Summary Statistics: Mean 3.2311557788944727; Min. 1.0; Max. 7.0; Valid 199.0; StDev 1.6102055113375076

Variable Format: numeric

Notes: UNF:6:TaXq7NiXNhZFxogscICr/g==

f6884991 Location:

Variable Format: character

Notes: UNF:6:gboDrVUOwT3WHa3MJFIejQ==

f6884991 Location:

Variable Format: character

Notes: UNF:6:gboDrVUOwT3WHa3MJFIejQ==

f6884991 Location:

Summary Statistics: Max. 9.0; Mean 5.422110552763819; Min. 1.0; StDev 3.5480416518798; Valid 199.0

Variable Format: numeric

Notes: UNF:6:Qb7BmceR9MJyAee31/it3Q==

f6884991 Location:

Variable Format: character

Notes: UNF:6:5NqjYskQO15Q+V2TpEXzCg==

f6884991 Location:

Summary Statistics: Max. 93.0; StDev 17.66385651014019; Mean 46.88442211055277; Valid 199.0; Min. 5.0

Variable Format: numeric

Notes: UNF:6:YGUhw41o1PzstwioTEmgVQ==

f6884989 Location:

Summary Statistics: Min. 2082215.0; StDev 4678.944203052178; Valid 740.0; Max. 2094555.0; Mean 2090215.6513513513

Variable Format: numeric

Notes: UNF:6:72j6DBLBrCRsOmdTTx1YOg==

f6884989 Location:

Summary Statistics: StDev 0.4913024009980948; Mean 208.59459459459458; Min. 208.0; Valid 740.0; Max. 209.0;

Variable Format: numeric

Notes: UNF:6:vtKXRzGTpOBVMd+Ei5N42w==

f6884989 Location:

Summary Statistics: Valid 740.0; Min. 2.0; StDev 1.1493460023159063; Mean 3.756756756756757; Max. 6.0

Variable Format: numeric

Notes: UNF:6:3h0U4dxXlZBhvIiD/0oXZg==

f6884989 Location:

Summary Statistics: Mean 4.756756756756759; StDev 2.006827391409718; Min. 2.0; Valid 740.0; Max. 8.0

Variable Format: numeric

Notes: UNF:6:CnifA8glhdJ9jgTiq8mEVw==

f6884989 Location:

Summary Statistics: Max. 67.0; Min. 15.0; Valid 740.0; Mean 37.272972972973015; StDev 14.086762827371444;

Variable Format: numeric

Notes: UNF:6:M5+rYPBDcfHpz9Zqef4n6A==

f6884989 Location:

Summary Statistics: Max. 119.0; Valid 740.0; Min. 100.0; StDev 5.770181386585706; Mean 109.5

Variable Format: numeric

Notes: UNF:6:4Y9/X1amx0qR8+InbKuR6Q==

f6884989 Location:

Summary Statistics: Mean 1.3393393393393391; Max. 2.0; Valid 666.0; Min. 1.0; StDev 0.4738409829857028;

Variable Format: numeric

Notes: UNF:6:Hifb1QbGiaWxxhkDXdQqIQ==

f6884989 Location:

Summary Statistics: Valid 514.0; Max. 5.0; Mean 1.3307392996108949; Min. 1.0; StDev 1.02576393731682;

Variable Format: numeric

Notes: UNF:6:4cWoqBgbNIn8ud1z5pM4Vw==

f6884989 Location:

Summary Statistics: Min. 0.0; Mean 118.06614785992232; StDev 249.39745614681098; Max. 999.0; Valid 514.0;

Variable Format: numeric

Notes: UNF:6:5foST8Ml5Qugaek4VKsz7Q==

f6884989 Location:

Summary Statistics: Mean 2.7545454545454557; StDev 1.6748786438823786; Valid 440.0; Min. 1.0; Max. 7.0

Variable Format: numeric

Notes: UNF:6:gho1NO0k+jBgPko7S4FcVA==

f6884994 Location:

Summary Statistics: Max. 2094555.0; Min. 2082215.0; Valid 444.0; StDev 4681.011243884079; Mean 2090215.698198198

Variable Format: numeric

Notes: UNF:6:dySL+2rWqmAQsB6ctzdX2g==

f6884994 Location:

Summary Statistics: Max. 209.0; Valid 444.0; Min. 208.0; StDev 0.4915241579044436; Mean 208.59459459459458

Variable Format: numeric

Notes: UNF:6:dcVwwGOK7Il4eD1IpsRilA==

f6884994 Location:

Summary Statistics: StDev 1.1498647773377264; Valid 444.0; Max. 6.0; Mean 3.756756756756756; Min. 2.0;

Variable Format: numeric

Notes: UNF:6:jWABha/58tvOAFbsrrEMSA==

f6884994 Location:

Summary Statistics: Mean 4.756756756756757; Valid 444.0; Max. 8.0; Min. 2.0; StDev 2.007733203864517

Variable Format: numeric

Notes: UNF:6:mlljFM+h7nOVEGNtf9jWVg==

f6884994 Location:

Summary Statistics: StDev 14.10878291250533; Valid 444.0; Min. 15.0; Max. 67.0; Mean 37.31981981981983;

Variable Format: numeric

Notes: UNF:6:8x7rDRB+9ywLkxZZ2lQClQ==

f6884994 Location:

Summary Statistics: Max. 12.0; Valid 444.0; Min. 1.0; Mean 6.5; StDev 3.455946555058704

Variable Format: numeric

Notes: UNF:6:lcfvtxUsgFpelEJerxV9ag==

f6884994 Location:

Summary Statistics: Min. 1.0; Max. 2.0; Mean 1.592342342342343; Valid 444.0; StDev 0.4919532267861341

Variable Format: numeric

Notes: UNF:6:BshIB0FXbtKOky80X1dkXw==

f6884994 Location: