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

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

doi:10.7910/DVN/TLKYUA

Harvard Dataverse

2023-06-26

1

International Food Policy Research Institute (IFPRI), 2023, "Ghana Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Follow-up Survey", https://doi.org/10.7910/DVN/TLKYUA, Harvard Dataverse, V1, UNF:6:XgThdp3gYXE9L2ok/TRmkA== [fileUNF]

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

doi:10.7910/DVN/TLKYUA

International Food Policy Research Institute (IFPRI)

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

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

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

Castaing, Pauline

Devtplan Consult Limited, Ghana

International Food Policy Research Institute (IFPRI)

2020

STATA

Harvard Dataverse

International Food Policy Research Institute (IFPRI)

IFPRI-Data

IFPRI-KM

2023-01-10

2023

Household- and Community-level Surveys

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

Agricultural Sciences, Social Sciences, agricultural systems, technology, monitoring, evaluation, employment, income, expenditure, credit, shock, GHANA, WEST AFRICA, AFRICA SOUTH OF SAHARA, AFRICA

Impact assessment

Ghana Africa RISING follow-up evaluation survey was implemented in 2020. The survey data were collected from the same households that were interviewed as part of the Ghana baseline evaluation survey. Please refer to "<a href="http://ebrary.ifpri.org/utils/getfile/collection/p15738coll2/id/130260/filename/130471.pdf">A User Guide to Ghana Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey Data</a>" data paper for details about survey coverage and design. The Ghana follow-up survey was implemented using structured questionnaires that were highly comparable with the questionnaires used in the Ghana baseline evaluation survey.

2020-2020

2020-11-2020-12

Ghana

Village

Household

Community

sample survey data (ssd)

Panel

Devtplan Consult Limited, Ghana

Please refer to <a href="http://ebrary.ifpri.org/utils/getfile/collection/p15738coll2/id/130260/filename/130471.pdf">A user guide to Ghana Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey</a>

In-person interview

Structured questionnaire

International Food Policy Research Institute (IFPRI). 2023. Ghana 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/TLKYUA">https://doi.org/10.7910/DVN/TLKYUA</a>. Harvard Dataverse. Version 1.

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<a href="http://ebrary.ifpri.org/utils/getfile/collection/p15738coll2/id/130260/filename/130471.pdf"> A User Guide to Ghana Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey Data</a>

<a href="https://doi.org/10.7910/DVN/QUB9UT">Ghana Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey</a>

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

</p> <a href="https://doi.org/10.7910/DVN/NOEIT1">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

• Number of cases: 1196

• No. of variables per record: 18

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

UNF:6:1PVQpJ6qJJsGfUu2vW74Ww==

Panel

Survey

• Number of cases: 21321

• No. of variables per record: 13

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

UNF:6:9sCNGJR3xSzBRZiN1gkrew==

Panel

Survey

• Number of cases: 11959

• No. of variables per record: 9

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

UNF:6:nC8DAeiEKT3DoRxDhMn7FA==

Survey

Panel

• Number of cases: 1196

• No. of variables per record: 21

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

UNF:6:QnQXStRkAF6/vGMkx8zQow==

Survey

Panel

• Number of cases: 12943

• No. of variables per record: 19

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

UNF:6:S4uzTgg2xpMCg06QEPTFJQ==

Panel

Survey

• Number of cases: 6421

• No. of variables per record: 10

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

UNF:6:F/VWNGkbGoXjSjh8qRf67w==

Panel

Survey

• Number of cases: 2365

• No. of variables per record: 10

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

UNF:6:K/zWbpFRE73RCF8d9pBczA==

Survey

Panel

• Number of cases: 8351

• No. of variables per record: 10

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

UNF:6:qFeRG070vcGb48YjmSjSNQ==

Panel

Survey

• Number of cases: 2402

• No. of variables per record: 11

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

UNF:6:Uxz1E5QliVXw62I/FxJWWw==

Panel

Survey

• Number of cases: 2408

• No. of variables per record: 16

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

UNF:6:FktGEY1HwRWAjqbxNm4D+Q==

Panel

Survey

• Number of cases: 2396

• No. of variables per record: 20

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

UNF:6:FWeNr2yYnKhQXWQElTwEPw==

Panel

Survey

• hhid - Household ID
• a1 - A1. Region
• a2 - A2. District
• a3 - A3. Community
• e1 - E1. Did you engage in any farming or livestock activities during the 2019 croppi
• e1a - E1a. How many times a year does your household harvest crops?
• e2 - Cropping season
• m1 - M1. During 2019, did anyone in this household apply for credit or ask for a loan
• m2 - M2. During 2019, did the household receive a loan?
• m3 - M3. During 2019, did the household receive any crop inputs or agricultural equip
• treat - Treat variable
• 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
• min - min
• median - median
• max - max
• mean - mean
• sd - sd
• n_value_labels - n_value_labels
• hist - hist
• format.stata - format.stata
• n_unique - n_unique
• empty - empty
• whitespace - whitespace
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• starttime - Date and Time at the beginning of the interview
• endtime - Date and Time at the end of the interview
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• a4 - A4. Household ID
• parent_key - Unique submission ID
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• a4 - Unique Household Identifier
• a9 - Interviewer code
• a11 - Supervisor code
• a12a - Supervisor check time
• a18 - A18. Religion of the head
• consent - May I proceed with interviewing you and other household members?
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• memid - Household Member ID
• New_mem - New members Identifier
• b2_old - What is the relationship of [NAME] to the head of household?
• b2_recoded - What is the relationship of [NAME] to the head of household?
• b3 - Is (NAME) male or female?
• b4a - Age (years)
• b4b - Age (months) - for those below 7 years
• b5 - How many months of the past 12 months has [NAME] lived with the household?
• b6 - What is the marital status?
• b7 - What is the highest grade of education completed?
• b7_covid - Is [NAME] currently attending school?
• b8 - Which language can read and write?
• b9 - What is the first most important activity of [NAME]?
• b10a - What is [NAME's] occupation in his/her primary economic activity?
• b10b - What kind of trade or business is [NAME] engaged in his/her primary economic act
• b11 - What was the secondary economic activity [NAME] was involved in during the last
• b12 - What are the answers to questions b9 and b11?
• b13a - How much cash/in kind support did [NAME] receive in total (primary and secondary
• b13b - Reference period question b13a
• b14 - During the last 12 months, for how many months did [NAME] work on these activiti
• b15 - In those months that [NAME] worked, how many weeks per month, on average, did [N
• b16 - In those weeks [NAME] worked, how many hours per week, on average, did [NAME] us
• b17 - In the last 7 days, how many hours did [NAME] work on these activities?
• b18 - Why was [NAME] not available for work during the last 12 months?
• b19a - During the last 12 months, for how long was [NAME] unable to work as a result of
• b19b - Reference period question b19a
• b20a - What type of illness, symptoms or injury did cause [NAME] to be unable to work?-
• b20b - What type of illness, symptoms or injury did cause [NAME] to be unable to work?-
• b1a - Is Name still a member of this household?
• b21 - Why is [NAME] not a member of this household?
• a4 - Unique Household Identifier
• treat - Treat variable
• accuracy - accuracy
• altitude - altitude
• ca1 - region
• ca2 - district
• ca3 - communinty
• starttime
• endtime
• ca5 - supervisor id
• ca6 - date of interview
• key - Unique submission ID
• latitude - latitude
• longitude - longitude
• ca1 - region
• ca2 - district
• ca3 - communinty
• respid - community survey respondent id
• cb1 - name of informant
• cb2 - sex
• cb4 - community survey respondent id
• cb4_other - what position do you currently have in the community? - others
• cb5 - what position do you currently have in the community? - others
• ca1 - region
• ca2 - district
• ca3 - communinty
• cc1 - basic services
• cc2 - can people from this community access [service]?
• cc3 - which method of transport people form this community usually use go to [service]
• cc4 - dhow long, in minutes and one way, does it take to get to [service] from communi
• cc5 - how satisfied are you with [service]?
• ca1 - region
• ca2 - district
• ca3 - communinty
• id_cd1
• cd1_id
• cd1 - activity
• cd2 - are agricultural extension services provided for [activity]?
• cd4 - what is your assessment of the quality of extension service provided for [activi
• cd3a - who usually performs [activity] in this community? family labor - men
• cd3b - who usually performs [activity] in this community? family labor - women
• cd3c - who usually performs [activity] in this community? family labor - children
• cd3d - who usually performs [activity] in this community? hired labor - men
• cd3e - who usually performs [activity] in this community? hired labor - women
• cd3f - who usually performs [activity] in this community? hired labor - children
• cd3g - who usually performs [activity] in this community? communal labor - men
• cd3h - who usually performs [activity] in this community? communal labor - women
• cd3i - who usually performs [activity] in this community? communal labor - children
• ca1 - region
• ca2 - district
• ca3 - communinty
• cd5 - CD5. In this community, do parents sometimes take their children out of school t
• cd6 - CD6. Are boys or girls more often taken out of school for agricultural work?
• cd7a - CD7a. 1st important problem
• cd7b - CD7b. 2nd important problem
• cd7c - CD7c. 3rd important problem
• cd8a - CD8a. 1st major strategy to solve - ${aux_cd7a_name}
• cd8b - CD8b. 2nd major strategy to solve - ${aux_cd7b_name}
• cd8c - CD8c. 3rd major strategy to solve - ${aux_cd7c_name})
• ca1 - region
• ca2 - district
• ca3 - communinty
• id_cd1
• cd1_id
• cd1 - activity
• cd2 - are agricultural extension services provided for [activity]?
• cd4 - what is your assessment of the quality of extension service provided for [activi
• cd3a - who usually performs [activity] in this community? family labor - men
• cd3b - who usually performs [activity] in this community? family labor - women
• cd3c - who usually performs [activity] in this community? family labor - children
• cd3d - who usually performs [activity] in this community? hired labor - men
• cd3e - who usually performs [activity] in this community? hired labor - women
• cd3f - who usually performs [activity] in this community? hired labor - children
• cd3g - who usually performs [activity] in this community? communal labor - men
• cd3h - who usually performs [activity] in this community? communal labor - women
• cd3i - who usually performs [activity] in this community? communal labor - children
• ca1 - region
• ca2 - district
• ca3 - communinty
• ce1a - land use id
• ce1b - what proportion of the total land in the community
• ca1 - region
• ca2 - district
• ca3 - communinty
• ce2a - cultivable land use id
• ce2b - what proportion of the total land in the community i
• ca1 - region
• ca2 - district
• ca3 - communinty
• ce3 - does the village have a certificate of village lands?
• ce4 - when was the certificate issued?
• ca1 - region
• ca2 - district
• ca3 - communinty
• id_ce11
• ce11_id
• ce11a - major land-related events
• ce11b - During 2019, has any land been re-allocated as a result of [
• ce11c - when did [event] occur? - month
• ce11d - when did [event] occur? - year
• ce11e - how many households were affected by [event]?
• ce11f - what was the average estimated value of compensation given to each househ
• ca1 - region
• ca2 - district
• ca3 - communinty
• 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 - which are the three main activities that the cooperative members do as a group
• cf5b - which are the three main activities that the cooperative members do as a group
• cf5c - which are the three main activities that the cooperative members do as a group
• cf6a - what percentage of cultivated land is devoted to maize?
• cf6b - what percentage of cultivated land is devoted to beans?
• cf6c - what percentage of cultivated land is devoted to groundnut?
• cf6d - what percentage of cultivated land is devoted to millet?
• cf6e - what percentage of cultivated land is devoted to soybeans?
• cf7 - was it possible to buy improved maize seeds in this community during the last ag
• cf8 - during the last agricultural season, what was the price of improved maize seed p
• cf9 - how far does one have to travel from the center of the community to get to a sup
• ca1 - region
• ca2 - district
• ca3 - communinty
• cg1 - water source
• cg2 - is [water source] available in the community?
• cg3 - is [water source] available for private use within the community?
• cg4 - what percentage of the community's population relies on [water source]
• ca1 - region
• ca2 - district
• ca3 - communinty
• cg5 - shock type
• cg6 - did [shock] occur during the last agricultural season (rainy season of 2013)?
• cg7 - what percentage of households in this community was affected by [shock]?
• cg8a - which crops were affected by [shock] - first?
• cg8b - which crops were affected by [shock] - second?
• cg8c - which crops were affected by [shock] - third?
• cg9a - which animals were affected by [shock]? - first?
• cg9b - which animals were affected by [shock]? - second?
• cg9c - which animals were affected by [shock]? - third?
• ca1 - region
• ca2 - district
• ca3 - communinty
• cg10 - four most common crops
• cg11 - CG11. Which month is ${cg10} planted?
• cg11_1 - which month is [crop] planted? - first?
• cg11_2 - which month is [crop] planted? - second?
• cg11_3 - which month is [crop] planted? - third?
• cg11_4 - which month is [crop] planted? - fourth?
• cg11_5 - which month is [crop] planted? - fifth?
• cg11_6 - which month is [crop] planted? - Sixth?
• cg11_7 - which month is [crop] planted? - Seventh?
• cg11_8 - which month is [crop] planted? - Eighth?
• cg11_9 - which month is [crop] planted? - Ninth?
• cg11_10 - which month is [crop] planted? - Tenth?
• cg11_11 - which month is [crop] planted? - Eleventh?
• cg11_12 - which month is [crop] planted? - Twelveth?
• cg12 - CG12. Which month is ${cg10} harvested?
• cg12_1 - which month is [crop] harvested? - first?
• cg12_2 - which month is [crop] harvested? - second?
• cg12_3 - which month is [crop] harvested? - third?
• cg12_4 - which month is [crop] harvested? - fourth?
• cg12_5 - which month is [crop] harvested? - fifth?
• cg12_6 - which month is [crop] harvested? - sixth?
• cg12_7 - which month is [crop] harvested? - seventh?
• cg12_8 - which month is [crop] planted? - Eighth?
• cg12_9 - which month is [crop] planted? - Ninth?
• cg12_10 - which month is [crop] planted? - Tenth?
• cg12_11 - which month is [crop] planted? - Eleventh?
• cg12_12 - which month is [crop] planted? - Twelveth?
• cg13 - what percentage of households in this community consume [crop]?
• cg14 - compared to the usual harvest in this community, how was [crop] harvest d
• ca1 - region
• ca2 - district
• ca3 - communinty
• souce_id - sourcelocation_id
• ch2a - source of prices - first
• ch2b - source of prices - second
• ch2c - source of prices - third
• ca1 - region
• ca2 - district
• ca3 - communinty
• ch3 - crop type
• aux_ch3 - Other
• ch4a - unit
• ch4b - price per unit
• ch4c - is unit in ch4a a standard unit (kg, gram, liter)?
• ch4d - weight in standard unit (kg, gram, liter)?
• ch4e - standard unit used in ch4d
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• memid - Household Member ID
• c1 - Is [NAME] 5 years or younger?
• c5 - Where does [NAME]'s mother live?
• c2 - Child anthro: Has had diarrhea in the last 3 months?
• c3 - Was [NAME] measured?
• c4 - Why was [NAME] not measured?
• c6 - Where does [NAME]'s father live?
• c7 - Weight (KGS)
• c8 - Height (CM)
• c9 - Height/length measured with child standing or laying down?
• c10 - Upper arm circumference (CM)
• mopup_Wasnamemeasured - Was name measured
• mopup_Whywasnamenotmeasured - Why was name not measured
• mopup - anthro collected during mopup (1=yes)
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• memid - Household Member ID
• d5 - Was [NAME] measured?
• d6 - Why was [NAME] not measured?
• d7 - Weight (KGS)
• d8 - Height (CM)
• mopup
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• a4 - Unique Household Identifier
• e01a - E0.1a ...during 2019 cropping season (April - December 2019)?
• e01a_1 - Drought-tolerant cultivars (maize, rice, etc)
• e01a_2 - Aflatoxin-resistant cultivars (groundnut, sorghum, etc.)
• e01a_3 - Early-maturing cultivars (cowpea, etc.)
• e01a_4 - Dual-purpose cowpea
• e01a_5 - Short-duration soybean
• e01a_6 - Medium soybean
• e01a_7 - High yielding and disease resistant vegetable cultivars (okra, roselle, tomato,
• e01b - E0.1b ...in the past five years (2015-2020)?
• e01b_1 - Drought-tolerant cultivars (maize, rice, etc)
• e01b_2 - Aflatoxin-resistant cultivars (groundnut, sorghum, etc.)
• e01b_3 - Early-maturing cultivars (cowpea, etc.)
• e01b_4 - Dual-purpose cowpea
• e01b_5 - Short-duration soybean
• e01b_6 - Medium soybean
• e01b_7 - High yielding and disease resistant vegetable cultivars (okra, roselle, tomato,
• e02a - E0.2a ...during 2019 cropping season (April - December 2019)?
• e02a_1 - Cereal-legume intercropping
• e02a_2 - Cereal-legume rotations
• e02a_3 - Dual-purpose food legumes)
• e02a_4 - Cereal-vegetable intercropping
• e02a_5 - Optimal groundnut spacing
• e02a_6 - Maize-leaf stripping
• e02a_7 - Maize-legume strip cropping
• e02a_8 - Seed broadcasting
• e02a_9 - Row planting without spacing
• e02a_10 - Row planting with spacing
• e02a_11 - Sowing seeds in a random but well-spaced manner
• e02a_12 - Growing crops on raised beds/ridges
• e02a_13 - Optimized N and P fertilization
• e02a_14 - Fertilizer microdosing
• e02a_15 - Aflasafe application
• e02b - E0.2b ...in the past five years (2015-2020)?
• e02b_1 - Cereal-legume intercropping
• e02b_2 - Cereal-legume rotations
• e02b_3 - Dual-purpose food legumes)
• e02b_4 - Cereal-vegetable intercropping
• e02b_5 - Optimal groundnut spacing
• e02b_6 - Maize-leaf stripping
• e02b_7 - Maize-legume strip cropping
• e02b_8 - Seed broadcasting
• e02b_9 - Row planting without spacing
• e02b_10 - Row planting with spacing
• e02b_11 - Sowing seeds in a random but well-spaced manner
• e02b_12 - Growing crops on raised beds/ridges
• e02b_13 - Optimized N and P fertilization
• e02b_14 - Fertilizer microdosing
• e02b_15 - Aflasafe application
• e03a - E0.3a ...during 2019 cropping season (April - December 2019)?
• e03a_1 - Improved sheep/goat flock feeding practices
• e03a_2 - Maize-leaf stripping for improved livestock feeds
• e03a_3 - Interventions to improve sheep/goat health
• e03a_4 - Interventions to improve housing and feeding for poultry
• e03a_5 - Improved guinea fowl hatching and brooding management
• e03a_6 - Stover quality improvement
• e03a_7 - Livestock corralling for manure/urine
• e03b - E0.3b ...in the past five years (2015-2020)?
• e03b_1 - Improved sheep/goat flock feeding practices
• e03b_2 - Maize-leaf stripping for improved livestock feeds
• e03b_3 - Interventions to improve sheep/goat health
• e03b_4 - Interventions to improve housing and feeding for poultry
• e03b_5 - Improved guinea fowl hatching and brooding management
• e03b_6 - Stover quality improvement
• e03b_7 - Livestock corralling for manure/urine
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• a4 - Unique Household Identifier
• PID - Parcel Number
• ex1 - Please provide a brief descriptive name for this parcel
• e3a - Area [Parcel]
• e3b - Unit [Parcel]
• e4 - Does [Parcel] belong to your household?
• e5 - Did your household farm [Parcel] during 2019 cropping season?
• e6a - Value in GHC
• e6b - Time unit
• e7 - What percentage of the harvest was paid (in cash or in-kind)? (percentage)
• e8a - 1st land area usage
• e8b - 2nd land area usage
• e9 - What was the main source of water for [Parcel] during the 2019 cropping season
• e10 - What kind of irrigation do you use for parcel?
• e11 - What is the main means of irrigating parcel?
• e12 - What is the type of the soil on parcel?
• e13 - What proportion of parcel [Parcel] has crusted soils?
• e14 - What is the color of the soil of parcel?
• e15 - What is the slope of parcel?
• e16 - When was the last time you experienced waterlogging problems on this parcel
• e17 - How long does it take to get to this parcel from your house by the usual mode of
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• parcid - Parcel number
• aux_f1a - Description of parcel
• f2b - How many plots does your household have in each parcel?
• plotid - Plot Number
• f3a - Provide a brief descriptive name for this plot
• f19a - Area
• f19b - Unit
• f19c - Approximately what proportion of [plot] in parcel
• f3d - Was [plot]]��ever used as part of agricultural research trial?
• f21 - Which family member had main responsibility for farming [plot]?
• f4 - Do you usually practice crop rotation on [plot]?
• f4a - What kind of rotation do you usually practice on [plot]?
• f5a - Do you usually practice fallowing in 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 left fallow
• f6a - How was [plot] ploughed?
• f6b - In what year did you first begin to practice zero/minimum tillage on [plot]
• f7a - Reason 1
• f7b - Reason 2
• f8 - Did you practice contour ploughing or pit planting 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 - Quantity
• f9b - Unit
• f11 - How do you usually manage the crop residues on [plot]?
• f12a - What type of other organic inputs did you apply on [plot]?
• f13a - Are there any trees on this [plot]?
• f13b - Approximately how many trees are on this [plot]?
• f14d - How many trees have you planted on [plot] since 2013?
• f16 - Do you have soil erosion on [plot]?
• f17a - F17a. 1st control measure
• f17b - F17b. 2nd control measure
• f17c - F17c. 3rd control measure
• f18a - Last year, how many labor days were spent on construction and maintenance on plo
• f18b - Last year, how many labor days were spent on construction and maintenance on plo
• f18c - Last year, how many labor days were spent on construction and maintenance on plo
• f22 - Did you use any CHEMICAL FERTILIZER on [plot]?
• f23a - What PRIMARY type of CHEMICAL FERTILIZER did you use on [plot]?
• f23a_option8 - ption8 OPTION 8 (Specify) What PRIMARY type of CHEMICAL FERTILIZER did you use
• f23b - Quantity
• f23c - Unit
• f23d - Value in GHC
• f23e - How was the fertlizer applied?
• f24a - What SECONDARY type of CHEMICAL FERTILIZER did you use on [plot]
• f24b - Quantity
• f24c - Unit
• f24d - Value in GHC
• f24e - How was the fertlizer applied?
• f25 - What percentage of the total value of fertilizers used was subsidized?
• f26 - Did you use rhizobium inoculant on [plot]?
• f26a - Quantity
• f26b - Unit
• f27 - Did you use liming materials on [plot]?
• f27a - Quantity
• f27b - Unit
• f28 - Did you apply pesticides and/or herbicides, and other chemicals on plot
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• cropid - Crop code
• g1_1 - Parcel ID
• aux_g1_1 - Description of Parcel
• g1_2 - Plot ID
• g1_5 - Was this an improved variety of [CROP]?
• g1_6a - What was the area planted with [CROP] on this plot? Area
• g1_6b - Unit
• g1_7a - How much [CROP] was harvested
• g1_7b - Unit
• g1_7c - Which month was [CROP] harvested
• g1_7d - Did you leave [CROP] residue (e.g., stalks, stems, leaves, seed pods) on the [PL
• g1_8 - Which family member had main responsibility for farming this plot?
• g1_9 - How did the yield of your harvest in 2019 cropping SEASON compare with harvest y
• g1_10 - What is the main reason for this difference in yield compared with yield the nor
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• g2_1 - Crop code
• g2_2a - How much of [CROP] seed did you use? Quantity
• g2_2b - Unit
• g2_3a - How much of the [CROP] seeds came from purchases? Quantity
• g2_3b - Unit
• g2_3c - How much of the [CROP] seeds came from purchases? Estimated value
• g2_x1 - How many minutes does it take to get to the seed supplier using the usual mode o
• g2_6 - For [Crop] grown in 2019 cropping season, how much pesticides, herbicides?
• g2_7 - For [Crop] grown in 2019 cropping season, how much other non- labor expenses (e.
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• g3_1 - Crop ID
• g3_2_1m - land preparation (including harrowing & ridging) - Person days (Male)
• g3_2_1f - land preparation (including harrowing & ridging) - Person days (Female)
• g3_2_2m - Planting - Person days (Male)
• g3_2_2f - Planting - Person days (Female)
• g3_2_3m - Fertilizing - Person days (Male)
• g3_2_3f - Fertilizing - Person days (Female)
• g3_2_4m - Weeding - Person days (Male)
• g3_2_4f - Weeding - Person days (Female)
• g3_2_5m - Harvesting - Person days (Male)
• g3_2_5f - Harvesting - Person days (Female)
• g3_2_6m - other (i.e., spraying for pesticides, herbicides, weedicides) - Person days (Mal
• g3_2_6f - other (i.e., spraying for pesticides, herbicides, weedicides) - Person days (Fem
• g3_3 - How much labor for [CROP] was family labor?
• g3_4 - How much labor for [CROP] was exchange labor?
• g3_5 - How much labor for [CROP] was hired labor?
• g3_6 - Which percentage of labor for [CROP] was from females?
• g3_7a - What was the average daily wage paid to hired laborer for [CROP]? Male
• g3_7b - What was the average daily wage paid to hired laborer for [CROP]? Female
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• g1_4 - Crop ID
• h4 - Did you experience any crop failure of [CROP]? What was the reason?
• h9a - How much of [CROP] harvest was saved for seed? Quantity
• h9b - Unit
• h9c - Estimated Value
• h11a - How much of [CROP] harvest was ALREADY USED for own consumption? Quantity
• h11b - Unit
• h11d - How much of [CROP] harvest has been saved for FUTURE own consumption? Quantity
• h11e - Unit
• h15a - How much of [CROP] harvest was sold? Quantity
• h15b - Unit
• h16a - What month did you make your largest sale?
• h16 - What unit price did you receive when selling this crop? GHC per quantity unit
• h17 - What was the main place where it was sold?
• h17_covid - Did COVID-19 affect how much you were planning to sell?
• h18 - How long does it take you to go from your house to get to the main place where i
• h19 - Who was the main buyer of [CROP]?
• h20 - Did the buyer contract you to grow [CROP]?
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• i1 - Crop ID
• i4 - Did you have any grain crop in storage one month after 2019 cropping season harv
• i6 - What type of storage facility did you use?
• i9 - How much of the grain you stored was lost before you could sell or consume it?
• i10 - What was/is the main cause of these losses?
• i11a - What are the two main uses of the stored grain? Main Use
• i11b - What are the two main uses of the stored grain? Second Use
• i12 - Which method do you use to dry grain?
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• j1_1 - Code
• j1_2 - Animal type
• j1_3 - During 2019, have members of your household raised or produced [ANIMAL TYPE]?
• j1_4 - What type of management system did the household use for [ANIMAL TYPE]?
• j1_5 - Which family member had main responsibility for taking care of the [ANIMAL TYPE]
• j1_covid - Since the COVID-19 outbreak (i.e. between March 2020 and now), has your househol
• j1_6 - How many [ANIMAL TYPE] did your household own during 2019?
• j1_8 - How many [ANIMAL TYPE] did your household own at the beginning of 2019?
• j1_9 - During 2019, how many of your [ANIMAL TYPE] have been slaughtered to be consumed
• j1_10 - During 2019, how many of your [ANIMAL TYPE] were lost (died, stolen,���)?
• j1_11 - During 2019, how many of your [ANIMAL TYPE] have been given out as gift?
• j1_12 - During 2019, how many of your [ANIMAL TYPE] have you sold?
• j1_13 - On average, how much was the unit price of each of [ANIMAL TYPE] (or carcasses)
• j1_19a - During 2019, how much have you earned in total from the following activities? Ac
• j1_19b - During 2019, how much have you earned in total from the following activities? GH
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• id - Code
• j2_1 - Animal Category
• j2_2 - Have members of your household raised or produced [ANIMAL CATEGORY]?
• j2_3a - How much labor time did your household spend on [ANIMAL CATEGORY}? Number
• j2_3b - Unit
• j2_4a - How much labor time from hired workers was spent on [ANIMAL CATEGORY}? Number
• j2_4b - Unit
• j2_5 - Which percentage of the hired labor was females?
• j2_6 - What was the source of feed for [ANIMAL CATEGORY]?
• j2_7a - Which of the following feed for [ANIMAL CATEGORY] have you used? 1st
• j2_7b - Which of the following feed for [ANIMAL CATEGORY] have you used? 2nd
• j2_7c - Which of the following feed for [ANIMAL CATEGORY] have you used? 3rd
• j2_8 - How much did you pay for feed for [ANIMAL CATEGORY]?
• j2_9a - How much feed for [ANIMAL CATEGORY] have you used per day, on average in Rainy s
• j2_9b - Unit
• j2_9c - GHC per unit
• j2_10a - How much feed for [ANIMAL CATEGORY] have you used per day, on average in Dry sea
• j2_10b - Unit
• j2_10c - GHC per unit
• j2_11 - How frequently did your household face shortage of drinking water for [ANIMAL TY
• j2_12a - How much manure did [ANIMAL TYPE] produced that the household was able to collec
• j2_12b - Unit
• j2_13 - Where did your household store manure coming from [ANIMAL TYPE]?
• j2_14 - For how many weeks have you stored manure coming from [ANIMAL TYPE]? Total Weeks
• j2_15 - What was the main use of this manure coming from [ANIMAL TYPE]?
• j2_16 - How much have you earned in total from manure sales by [ANIMAL TYPE]? GHC total
• j2_17 - How much have you spent in total on costs for [ANIMAL TYPE] such as veterinary s
• j2_18 - Did [ANIMAL TYPE] receive supplemental feeds?
• j2_19 - How many days did [ANIMAL TYPE] graze off farm? Total days
• j2_20 - when [ANIMAL TYPE] grazed off farm, on average for how many hours did the [AMINA
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• id - Source ID
• k1 - Source Name
• k2 - Have you received advice/information on vegetable gardens, crops, livestock, or
• k3 - Is [SOURCE] among the three most important sources you would prefer to ask/seek
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• k6a - How much money does it cost to visit your preferred source of agricultural infor
• k7a - Since 2013/2014, have you participated in activities of your Farmer Training Cen
• k8a - Think of the agricultural extension / development agent you interact with the mo
• k9a - In the past 6 years, have you tried any new agricultural technologies/management
• k10 - Who demonstrated the new technology/practice to you?
• k11 - Are you a member of your community's farmer research group?
• kx1a - KX1.A On which of the following topics have you or any other household member re
• kx1a_1 - Structural or mechanical erosion control practices (e.g., ridges or raised beds,
• kx1a_2 - Soil conservation agronomic practices (e.g., strip cropping, mulching, agrofores
• kx1a_3 - Soil management practices (e.g., deep ploughing, composting/farm manure, green m
• kx1a_4 - Planting/sowing methods (e.g. optimal timing and method of planting such as broa
• kx1a_5 - Weed management techniques (e.g., optimal weeding timing; use of herbicides)
• kx1a_6 - Fertilizer management (e.g., optimal fertilizer application timing; amount and m
• kx1a_7 - Post-harvest loss management (e.g., better quality storage or packaging options,
• kx1b - KX1.B On which of the following topics have you or any other household member re
• kx1b_1 - Structural or mechanical erosion control practices (e.g., ridges or raised beds,
• kx1b_2 - Soil conservation agronomic practices (e.g., strip cropping, mulching, agrofores
• kx1b_3 - Soil management practices (e.g., deep ploughing, composting/farm manure, green m
• kx1b_4 - Planting/sowing methods (e.g. optimal timing and method of planting such as broa
• kx1b_5 - Weed management techniques (e.g., optimal weeding timing; use of herbicides)
• kx1b_6 - Fertilizer management (e.g., optimal fertilizer application timing; amount and m
• kx1b_7 - Post-harvest loss management (e.g., better quality storage or packaging options,
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• l1_id - Other Income activity code
• l1 - Other Income Activity Name
• l2 - During 2019, have members of your household received any income from [ACTIVITY]?
• l3 - Who in the household is mainly responsible for [ACTIVITY]?
• l4 - How many months during 2019 did members of this household receive income from [A
• l5 - How much TOTAL INCOME, did your household make from [ACTIVITY]?
• l6 - How important was [ACTIVITY] to meeting household expenses?
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• m4_id - Input code
• m4 - Input type Name
• m5 - Did the household obtain [INPUT TYPE] on credit during the last 12 months?
• m6 - Who offered the hosehold INPUT TYPE] on credit?
• m7 - What was the value of [INPUT TYPE]?
• m8 - How much time is the credit for this [INPUT TYPE] for?
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• n1 - N1. What is the main material used for the outer walls of the house?
• n2 - N2. What is the main material used for the floor in your house?
• n3 - N3. What is the main material used for the roof on your house?
• n4 - N4. How many distinct rooms does the household occupy located in the same or dif
• n5 - N5. How many external windows and doors does the housing unit have?
• n6 - N6. How much monthly rent are you paying if renting in or how much monthly rent
• n7 - N7. What is the main source of drinking water for your household?
• n8 - N8. What is the main type of toilet used by your household?
• n9 - N9. What is the main type of lighting used by your household?
• n10 - N10. What is the main type of cooking fuel used by your household?
• n11 - N11. How many headloads of firewood do family members collect per day?
• n12 - N12. During the last 12 months, do you have to walk farther to gather enough fir
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• n13_id - Asset code
• n13 - Household Asset type
• n14 - N14. How many units of ${n13} does your household currently own in the last 12
• n15 - N15. When did your household acquire ${n13}?
• n16 - N16. How much did you pay for ${n13}?
• n16covid - N16.COVID Since the COVID-19 outbreak (i.e. between March 2020 and now), has you
• n17 - N17. How long does it take to get to ${n13}, from your house, using the usual f
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• n13_id - Asset code
• n13 - Household Asset type
• n17 - N17. How long does it take to get to ${n13}, from your house, using the usual f
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• o8 - O8. In the last 14 months, have you been faced with a situation when you did not
• o9k - O9k. Did you experience shortage of food in November, 2019?
• o9l - O9L. Did you experience shortage of food in December, 2019?
• o10a - O10a. Did you experience shortage of food in January, 2020?
• o10b - O10b. Did you experience shortage of food in February, 2020?
• o10c - O10c. Did you experience shortage of food in March, 2020?
• o10d - O10d. Did you experience shortage of food in April, 2020?
• o10e - O10e. Did you experience shortage of food in May, 2020?
• o10f - O10f. Did you experience shortage of food in June, 2020?
• o10g - O10g. Did you experience shortage of food in July, 2020?
• o10h - O10h. Did you experience shortage of food in August, 2020?
• o10i - O10i. Did you experience shortage of food in September, 2020?
• o10j - O10j. Did you experience shortage of food in October, 2020?
• o10k - O10k. Did you experience shortage of food in November, 2020?
• o10l - O10L. Did you experience shortage of food in December, 2020?
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• p1_id - Item code
• p1 - Food Item
• p2 - During the past 7 days, did members of this household consume [FOOD ITEM]?
• p3a - P3a. How much ${p1} in total did your household consume in the past 7 days? (Qu
• p3b - P3b. How much ${p1} in total did your household consume in the past 7 days? (Un
• p4a - P4a. How much ${p1} came from purchases? (Quantity)
• p4b - P4b. How much ${p1} came from purchases? (Unit)
• p5 - P5. How much did you spend to purchase ${p1} in total? (GHC total)
• p6a - P6a. How much ${p1} came from own-production? (Quantity)
• p6b - P6b. How much ${p1} came from own-production? (Unit)
• p7a - P7a. How much ${p1} came from gifts and other sources? (Quantity)
• p7b - P7b. How much ${p1} came from gifts and other sources? (Unit)
• pcovid - P.COVID. Did COVID-19 outbreak affect the quantity of ${p1} your household cons
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• q1_id_2 - Item code
• q1_1_2 - Item name
• q1_4 - Over the past 30 days, did you purchase or pay for any [ITEM]?
• q1_5 - How much did you pay in total?
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• q1_1_id_1 - Item code
• q1_1_1 - Item Name
• q1_2 - Over the past 7 days, did you purchase any [ITEM]?
• q1_3 - How much did you pay/purchase in total for [ITEM]?
• a4 - Unique Household Identifier
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• q2_id - Item code
• q2_1 - Item name
• q2_2 - Over the past 12 months, did you purchase or pay for any [ITEM]?
• q2_3 - Q2_3. What was the cost of ${q2_1} that you purchased? (GHC)
• q2_4 - Q2_4. 'What was the estimated total value of ${q2_1}, from what you have gather
• treat - Treat variable
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• r1_id - Shocks ID
• r1 - Shocks
• r2 - Over the past five years, was your household severely affected negatively by any
• r3 - R3. Can you rank the ${r1} among the three most significant shocks you experien
• rcovid - R.COVID. Was the ${r1} a direct consequence of the COVID-19 outbreak?
• parent_key - PARENT_KEY
• key - Unique submission ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• aux_r1
• r4 - R4. Did ${aux_r1} cause a reduction in household income and/or assets?
• r5 - R5. How dispersed was this shock? It affected...
• r6a - R6a. In which year did this ${aux_r1} occur/start?
• r6b - R6b. In which month did this ${aux_r1} occur/start?
• r7a - R7a. Duration
• r7b - R7b. Unit
• r8a - R8a. What did your household do in response to this ${aux_r1} to try to regain
• r8b - R8b. What did your household do in response to this ${aux_r1} to try to regain
• r8c - R8c. What did your household do in response to this ${aux_r1} to try to regain
• parent_key - PARENT_KEY
• key - Unique submission ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• hhid - Household ID
• r1_id - Shock ID
• r1 - Shocks
• r2 - Over the past five years, was your household severely affected negatively by any
• r3 - R3. Can you rank the ${r1} among the three most significant shocks you experien
• rcovid - R.COVID. Was the ${r1} a direct consequence of the COVID-19 outbreak?
• r4 - R4. Did ${aux_r1} cause a reduction in household income and/or assets?
• r5 - R5. How dispersed was this shock? It affected...
• r6a - R6a. In which year did this ${aux_r1} occur/start?
• r6b - R6b. In which month did this ${aux_r1} occur/start?
• r7a - R7a. Duration
• r7b - R7b. Unit
• r8a - R8a. What did your household do in response to this ${aux_r1} to try to regain
• r8b - R8b. What did your household do in response to this ${aux_r1} to try to regain
• r8c - R8c. What did your household do in response to this ${aux_r1} to try to regain
• a4 - Unique Household Identifier
• treat - Treat variable

f7122123 Location:

Summary Statistics: StDev 9.43374198185498E7; Min. 8.01051513E8; Valid 1196.0; Mean 8.940758258770902E8; Max. 1.011485944E9;

Variable Format: numeric

Notes: UNF:6:rJMPhnEBlbjryUjbFO/7QA==

f7122123 Location:

Summary Statistics: Max. 10.0; Mean 8.883779264214036; StDev 0.9068983961975655; Valid 1196.0; Min. 8.0

Variable Format: numeric

Notes: UNF:6:dXE1zca0ihcr3/m3UvJL1g==

f7122123 Location:

Summary Statistics: Valid 1196.0; Min. 1.0; Mean 5.443979933110413; StDev 3.756750872441327; Max. 11.0

Variable Format: numeric

Notes: UNF:6:4y1fSKAb1WnPxuQbGkC3LA==

f7122123 Location:

Summary Statistics: Min. 1.0; Mean 25.09280936454853; StDev 14.736477331814225; Max. 50.0; Valid 1196.0

Variable Format: numeric

Notes: UNF:6:XDZ1xsdFTIhVYdAUy9uGbQ==

f7122123 Location:

Summary Statistics: Min. 1.0; StDev 0.0955005725472458; Valid 1196.0; Max. 2.0; Mean 1.0091973244147157;

Variable Format: numeric

Notes: UNF:6:gmaWEsa4+GKvN58P32iwGA==

f7122123 Location:

Summary Statistics: Valid 1185.0; StDev 0.24358867592310787; Mean 1.0632911392405067; Max. 2.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:ReDelpxwEDzmABgXgRBuIw==

f7122123 Location:

Summary Statistics: Max. 1.0; Min. 1.0; Mean 1.0; Valid 1185.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:58+SXxKndTNDl1w9JOCvbw==

f7122123 Location:

Summary Statistics: Valid 1196.0; Mean 1.7441471571906355; Max. 2.0; StDev 0.4365220379588084; Min. 1.0

Variable Format: numeric

Notes: UNF:6:cJhFRXPy9LvJL2whDRa9bg==

f7122123 Location:

Summary Statistics: Mean 1.143790849673203; StDev 0.3514522685889597; Valid 306.0; Max. 2.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:NXsJNj93TjzBnF2MZw+ViQ==

f7122123 Location:

Summary Statistics: Min. 1.0; Max. 2.0; StDev 0.29028648457278305; Valid 1196.0; Mean 1.9071906354515042

Variable Format: numeric

Notes: UNF:6:x5G63iiWiABjMi2VemNvEw==

f7122123 Location:

Summary Statistics: Min. 1.0; StDev 1.078184739745835; Mean 2.219899665551841; Max. 4.0; Valid 1196.0

Variable Format: numeric

Notes: UNF:6:WTCCkns6Q/tdmtifE3ptYw==

f6889438 Location:

Variable Format: character

Notes: UNF:6:BgLzSqTUDvl+EFvsVj+BEg==

f6889438 Location:

Variable Format: character

Notes: UNF:6:MGTszKOLSONxdHtkk61u9g==

f6889438 Location:

Variable Format: character

Notes: UNF:6:QbBIknkKr49o9U0HMnc8jw==

f6889438 Location:

Variable Format: character

Notes: UNF:6:cJYy7tDq37H59QT/VEEJPQ==

f6889438 Location:

Variable Format: character

Notes: UNF:6:Y+pSJnZMx8LN6+QdadzGnQ==

f6889438 Location:

Variable Format: character

Notes: UNF:6:G5f5NSMGg83ATRKTPcMkOQ==

f6889438 Location:

Variable Format: character

Notes: UNF:6:ttBftHhjRUSC2a2Ytuc5+w==

f6889438 Location:

Variable Format: character

Notes: UNF:6:mCqmlPNSOeXMNifsAyAoYQ==

f6889438 Location:

Summary Statistics: Valid 203.0; Max. 1241.0; Mean 46.231527093596085; Min. 0.0; StDev 166.18020932535507

Variable Format: numeric

Notes: UNF:6:ZKt/8UKvXDD0RnoQD1CwNw==

f6889438 Location:

Summary Statistics: Min. 0.0; StDev 0.24579758470095014; Max. 1.0; Mean 0.9049152456748768; Valid 203.0

Variable Format: numeric

Notes: UNF:6:twc0hD4xzKhXGPz2FozSYg==

f6889438 Location:

Summary Statistics: StDev 182.90209119168816; Max. 1000.0; Valid 52.0; Min. 1.0; Mean 82.03846153846153

Variable Format: numeric

Notes: UNF:6:YeSefem92cDrwaCalOnrkw==

f6889438 Location:

Summary Statistics: Min. 0.0; StDev 172.57284185701505; Max. 1230.0; Valid 52.0; Mean 29.788461538461554;

Variable Format: numeric

Notes: UNF:6:Zet25DSmRfwNOw4pkCh+Ig==

f6889438 Location:

Variable Format: character

Notes: UNF:6:PWOAJsYaLE+SchFGxRRFqw==

f6889438 Location:

Summary Statistics: Max. 2019.0; Min. -99.0; Valid 149.0; StDev 208.83322967616525; Mean 42.67785234899325

Variable Format: numeric

Notes: UNF:6:XMAEGx8vUivy4HF2ViZ+iQ==

f6889438 Location:

Variable Format: character

Notes: UNF:6:OsaAG8QvILqYVz95K0AeDA==

f6889438 Location:

Variable Format: character

Notes: UNF:6:0ps+nVP7xrJPqvGCdFx8Rg==

f6889438 Location:

Summary Statistics: Mean 69.99993366533555; Min. 0.0; Valid 149.0; Max. 7527.312094; StDev 626.2868636568447;

Variable Format: numeric

Notes: UNF:6:SRZSf5J0GV20ejdwRmuEYA==

f6889438 Location:

Summary Statistics: StDev 0.0; Max. 0.0; Valid 52.0; Mean 0.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Y/MFjLSoY7QxBA5UjG7v+A==

f6889438 Location:

Summary Statistics: Min. 2.0; StDev 16.852569801395003; Mean 12.029702970297029; Max. 50.0; Valid 101.0;

Variable Format: numeric

Notes: UNF:6:UqW/fDuAmdvFx4iWFh1G2A==

f6889438 Location:

Variable Format: character

Notes: UNF:6:KzrecMiHWSWTJi+CHvD12A==

f7122263 Location:

Variable Format: character

Notes: UNF:6:2tKlvY4EqyDrvicdvXuV+g==

f7122263 Location:

Variable Format: character

Notes: UNF:6:/Zc2VMJD9z8rXBzKls/X6A==

f7122263 Location:

Variable Format: character

Notes: UNF:6:oIcD7m0B5BOFHSrADBFtSw==

f7122263 Location:

Variable Format: character

Notes: UNF:6:D1IBU+WPnLluC1b79rpJuQ==

f7122263 Location:

Variable Format: character

Notes: UNF:6:PlqLq6IeUIgdjYuQBk1oeQ==

f7122263 Location:

Variable Format: character

Notes: UNF:6:jbj6enuf/7CPIs4lngHz7Q==

f7122263 Location:

Variable Format: character

Notes: UNF:6:DpRgbr4FNoF2+9eaHizaDg==

f7122263 Location:

Variable Format: character

Notes: UNF:6:ZxeZxWGvjbKuaVyNUcuOSg==

f7122263 Location:

Summary Statistics: Max. 13197.0; Valid 632.0; Min. 0.0; StDev 2246.3582319690577; Mean 764.1360759493678

Variable Format: numeric

Notes: UNF:6:PiV1FY3qYkWYOw7C90AQJg==

f7122263 Location:

Summary Statistics: Max. 1.0; Min. 2.31E-4; StDev 0.27125391666007465; Valid 632.0; Mean 0.8745497025348102

Variable Format: numeric

Notes: UNF:6:gJ7JP8wty9Tin26Zg9TB+Q==

f7122263 Location:

Summary Statistics: Min. -99.0; Mean 3.544303888175635E7; Valid 632.0; StDev 1.6474576248843446E8; Max. 8.0E8

Variable Format: numeric

Notes: UNF:6:sBlaAboZhyaMJ2fUx9IHqA==

f7122263 Location:

Summary Statistics: Max. 9.1E8; StDev 1.916283975020698E8; Valid 557.0; Min. 0.0; Mean 4.3967873102333896E7;

Variable Format: numeric

Notes: UNF:6:kU5YhsbBI/0ytrJGOv3Cpg==

f7122263 Location:

Summary Statistics: Mean 4.434474953481018E7; Min. 1.0; Max. 1.0E9; Valid 632.0; StDev 2.059257799776117E8;

Variable Format: numeric

Notes: UNF:6:BY0PQOULjfgsIuhzNVCxMg==

f7122263 Location:

Summary Statistics: Mean 4.468647023913985E7; Max. 9.192612781E8; Valid 557.0; Min. -18.2367034; StDev 1.9444261695544395E8;

Variable Format: numeric

Notes: UNF:6:9q2d/zxn000Ffoz3q13+qA==

f7122263 Location:

Summary Statistics: Valid 555.0; Max. 1.009133762E8; Min. 0.0; StDev 2.0218067218851116E7; Mean 4649951.191178227

Variable Format: numeric

Notes: UNF:6:jhEQxOInCuS3Bbb5LSjmHQ==

f7122263 Location:

Summary Statistics: Max. 57.0; Min. 1.0; StDev 14.86526373416381; Mean 10.053892215568863; Valid 334.0

Variable Format: numeric

Notes: UNF:6:ptbVGzzNv0XRWIcca61RDg==

f7122263 Location:

Variable Format: character

Notes: UNF:6:K4V+EIOIgbkhLDnVqvb+NQ==

f7122263 Location:

Variable Format: character

Notes: UNF:6:S4YjWLC4D+j266HvKKfsVQ==

f7122263 Location:

Summary Statistics: Mean 303.55999999999995; Valid 75.0; Min. 1.0; Max. 2408.0; StDev 628.7420138657827

Variable Format: numeric

Notes: UNF:6:5/L1zIJryrQp2+n7HpR9TA==

f7122263 Location:

Summary Statistics: StDev 1138.3124343510435; Min. 0.0; Mean 545.5333333333336; Max. 4328.0; Valid 75.0;

Variable Format: numeric

Notes: UNF:6:Qcp4syGo6jHbNms7n6aHfg==

f7122263 Location:

Summary Statistics: StDev 0.0; Mean 0.0; Valid 75.0; Max. 0.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:IwlXPpqlkF511YM3+WTLJw==

f7122096 Location:

Variable Format: character

Notes: UNF:6:r2gskZ3icEQtlXvLTxy6AA==

f7122096 Location:

Summary Statistics: Valid 1196.0; Mean 8.883779264214047; StDev 0.9068983961975705; Min. 8.0; Max. 10.0

Variable Format: numeric

Notes: UNF:6:FwQM2Pjreil2w94j14A5bQ==

f7122096 Location:

Summary Statistics: Max. 11.0; Mean 5.443979933110366; Min. 1.0; StDev 3.756750872441319; Valid 1196.0

Variable Format: numeric

Notes: UNF:6:88AmAkn7Un8ROtEP6MIDCA==

f7122096 Location:

Summary Statistics: Min. 1.0; Max. 50.0; Mean 25.0928093645485; StDev 14.73647733181423; Valid 1196.0

Variable Format: numeric

Notes: UNF:6:G+LzLL37rZvgMkImYuwatg==

f7122096 Location:

Variable Format: character

Notes: UNF:6:1Py7OAV9c8p/kzkryS4jdg==

f7122096 Location:

Variable Format: character

Notes: UNF:6:taBGGsZqK1pWaymEwW2MhQ==

f7122111 Location:

Variable Format: character

Notes: UNF:6:r2gskZ3icEQtlXvLTxy6AA==

f7122111 Location:

Summary Statistics: StDev 0.9068983961975705; Mean 8.883779264214047; Max. 10.0; Valid 1196.0; Min. 8.0

Variable Format: numeric

Notes: UNF:6:FwQM2Pjreil2w94j14A5bQ==

f7122111 Location:

Summary Statistics: Mean 5.443979933110366; Min. 1.0; Max. 11.0; Valid 1196.0; StDev 3.756750872441319;

Variable Format: numeric

Notes: UNF:6:88AmAkn7Un8ROtEP6MIDCA==

f7122111 Location:

Summary Statistics: Max. 50.0; Mean 25.0928093645485; Min. 1.0; StDev 14.73647733181423; Valid 1196.0;

Variable Format: numeric

Notes: UNF:6:G+LzLL37rZvgMkImYuwatg==

f7122111 Location:

Summary Statistics: Mean 2991.428929765886; StDev 1904.9214145947376; Max. 6666.0; Min. 2.0; Valid 1196.0

Variable Format: numeric

Notes: UNF:6:GgDZ+3l7EuxbkEMIl8WBdA==

f7122111 Location:

Variable Format: character

Notes: UNF:6:uLGVBf+nV4HHZNMleOuHOw==

f7122105 Location:

Summary Statistics: Min. 8.01051513E8; Max. 1.011485944E9; Mean 8.940758258770902E8; StDev 9.43374198185498E7; Valid 1196.0;

Variable Format: numeric

Notes: UNF:6:rJMPhnEBlbjryUjbFO/7QA==

f7122105 Location:

Summary Statistics: Min. 8.0; Valid 1196.0; StDev 0.9068983961975655; Max. 10.0; Mean 8.883779264214036

Variable Format: numeric

Notes: UNF:6:dXE1zca0ihcr3/m3UvJL1g==

f7122105 Location:

Summary Statistics: Mean 5.443979933110413; Min. 1.0; StDev 3.756750872441327; Valid 1196.0; Max. 11.0;

Variable Format: numeric

Notes: UNF:6:4y1fSKAb1WnPxuQbGkC3LA==

f7122105 Location:

Summary Statistics: StDev 14.736477331814225; Mean 25.09280936454853; Min. 1.0; Max. 50.0; Valid 1196.0

Variable Format: numeric

Notes: UNF:6:XDZ1xsdFTIhVYdAUy9uGbQ==

f7122105 Location:

Summary Statistics: Valid 1196.0; Max. 6666.0; Min. 2.0; StDev 1904.9214145947342; Mean 2991.4289297658875;

Variable Format: numeric

Notes: UNF:6:XjZWc/I9CebUy5SqZLIVmw==

f7122105 Location:

Summary Statistics: Mean 15.020066889632139; Valid 1196.0; StDev 9.598444713391052; Min. 1.0; Max. 33.0

Variable Format: numeric

Notes: UNF:6:iYrtsx+vmy5KRrgWfJGtrw==

f7122105 Location:

Summary Statistics: Valid 1196.0; StDev 1.049648417396389; Mean 2.7809364548494893; Max. 4.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:IZulRYfNvieM+ydjD/5LBA==

f7122105 Location:

Variable Format: character

Notes: UNF:6:8wqDBoXjbFxfOHJkQ8/cwg==

f7122105 Location:

Summary Statistics: Max. 3.0; Valid 1196.0; Mean 1.7667224080267578; Min. 0.0; StDev 0.6467916000724206;

Variable Format: numeric

Notes: UNF:6:eYDrYEQlaKMYr8xuws5nBg==

f7122105 Location:

Summary Statistics: StDev 0.0; Min. 1.0; Max. 1.0; Valid 1196.0; Mean 1.0;

Variable Format: numeric

Notes: UNF:6:hWcHO6isP1Otqp0/lAfGfg==

f7122105 Location:

Summary Statistics: Valid 1196.0; Min. 1.0; Max. 4.0; StDev 1.078184739745835; Mean 2.219899665551841;

Variable Format: numeric

Notes: UNF:6:WTCCkns6Q/tdmtifE3ptYw==

f7122101 Location:

Summary Statistics: Valid 13251.0; StDev 0.8954207316004364; Mean 8.715115840313922; Max. 10.0; Min. 8.0

Variable Format: numeric

Notes: UNF:6:lEIaYLM5aO6dLGyrnu5WqQ==

f7122101 Location:

Summary Statistics: Max. 11.0; Min. 1.0; StDev 3.6833722195099567; Mean 4.761904761904921; Valid 13251.0

Variable Format: numeric

Notes: UNF:6:tVwyQxGnnf/lD8po24mVaQ==

f7122101 Location:

Summary Statistics: Min. 1.0; Valid 13251.0; Mean 24.877141347822203; Max. 50.0; StDev 14.577656684930615

Variable Format: numeric

Notes: UNF:6:9l39njgsIjZJlOEgXums3g==

f7122101 Location:

Summary Statistics: Max. 1.011485944E9; Valid 13251.0; Min. 8.01051513E8; Mean 8.765252573275278E8; StDev 9.313005218852216E7;

Variable Format: numeric

Notes: UNF:6:WgbzBAKQdvUSe7STOlhy0w==

f7122101 Location:

Summary Statistics: Max. 52.0; StDev 6.645967309360243; Mean 7.892083616330994; Valid 13251.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:cBJEr8hItJX406u9zmf3jg==

f7122101 Location:

Summary Statistics: Mean 1.0; Max. 1.0; StDev 0.0; Valid 2838.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:4xmZjFC7QsJ0sP5oDfCKqw==

f7122101 Location:

Summary Statistics: Min. 1.0; Valid 10045.0; Mean 3.4134395221503215; StDev 1.7664847876586158; Max. 10.0

Variable Format: numeric

Notes: UNF:6:RRaz4FyYx+Pvp+mwjWsirw==

f7122101 Location: