Ghana Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey (doi:10.7910/DVN/QUB9UT)

View:

Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
Entire Codebook

Ghana Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey

doi:10.7910/DVN/QUB9UT

Harvard Dataverse

2015-12-31

1

International Food Policy Research Institute (IFPRI), 2015, "Ghana Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey", https://doi.org/10.7910/DVN/QUB9UT, Harvard Dataverse, V1, UNF:6:HX5rCx7iH56SQ1RBGOg73w== [fileUNF]

Ghana Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey

doi:10.7910/DVN/QUB9UT

International Food Policy Research Institute (IFPRI)

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

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

Comanescu, Maria (International Food Policy Research Institute (IFPRI))

Signorelli, Sara (International Food Policy Research Institute (IFPRI))

Roberts, Cleo (International Food Policy Research Institute (IFPRI))

Tinonin, Cecilia (Independent Consultant)

Pan African Field Services Limited (Panafields)

International Food Policy Research Institute (IFPRI)

2014

STATA

Harvard Dataverse

International Food Policy Research Institute (IFPRI)

IFPRI-DATA

KM, IFPRI

2015-12-24

2015

Household- and Community-level Surveys

https://doi.org/10.7910/DVN/QUB9UT

Arts and Humanities, Social Sciences, agricultural systems, technology, monitoring, evaluation, employment, health, income, expenditure, credit, shock, economic growth, rural areas, Ghana, West Africa, Africa South of Sahara, Africa

Impact assessment

As part of the US government’s Feed the Future initiative that aims to address global hunger and food security issues in sub-Saharan Africa, the US Agency for International Development is supporting three multi-stakeholder agricultural research projects under Africa Research In Sustainable Intensification for the Next Generation (Africa RISING - AR) program. The overall aim of the program is to transform agricultural systems through sustainable intensification projects in Ghana, Ethiopia, Tanzania, Malawi, Mali, and (potentially) Zambia. In West Africa, IITA works with multi-disciplinary R4D partners in selected communities located in Northern Ghana and Southern Mali. More particularly, in Northern Ghana three regions were chosen for the study: the Northern, Upper-East and Upper-West regions. These areas cover both maize-based and rice-vegetables-based systems and therefore allow to address the production constraints characterizing both realities7. As IFPRI (2012) highlights, the northern regions of Ghana are characterized by small land holdings and low input - low output farming systems, which adversely impact food security. In particular, they are subject to a seasonal cycle of food insecurity of three to seven months for cereals (i.e., maize, millet and sorghum) and four to seven months for legumes (i.e., groundnuts, cowpeas, and soybeans). These crops in the savannahs are often produced in a continuous monoculture, steadily depleting soil natural resources and causing the yields per unit area to fall to very low levels. The poverty profile of Ghana identifies the three northern regions as the poorest and most hunger-stricken areas in the country. Gender inequalities are also apparent in these regions, since women have limited access to resources and therefore limited capacity to generate income on their own.

2014-2014

2014-05-2014-07

Ghana

Household

Community

sample survey data (ssd)

Cross-section

Pan African Field Services Limited (Panafields)

<p>The first steps in the application of the evaluation methodology on the ground were the selection of target beneficiaries as well as the conduction of ad-hoc surveys in the identified areas. Since its inception, the IFPRI’s HarvestChoice team together with the USAID program design team have adopted a highly-structured approach to geographic targeting, which resulted in the selection of the three geographic areas for the program, namely the West African Guinea Savannah, the Ethiopian Highlands, and the maize- and rice-based systems of East and Southern Africa.6 In line with the AR’s mission, these three regions simultaneously satisfy the criteria of high levels of poverty, high concentration of cereal-based farming systems and low levels of productivity, therefore allowing to reach a large number of individuals in the target typology: poor cereal-based smallholder families.</p> <p>Within each mega-site, geographical strata (or domains) were identified to represent relatively uniform farming systems where to implement specific sustainable intensification interventions. Given all the constraints, it was not possible to conduct specific research for each one of them so the domains where further classified in terms of the number of potential beneficiaries, infrastructure, environmental concerns and welfare-related characteristics in order to be able to prioritize certain strata on the base of the AR’s objectives. In particular, the stratification of project sites was based on the following attributes: farming system, rainfall, elevation (i.e. proxy for temperature), population density and access to markets.</p> <p>In Northern Ghana three regions were chosen for the study: the Northern, the Upper-East and the Upper-West region. These areas cover both maize-based and rice-vegetables-based systems and therefore allow to address the production constraints characterizing both realities7. As IFPRI (2012) highlights, the northern regions of Ghana are characterized by small land holdings and low input - low output farming systems, which adversely impact food security. In particular, they are subject to a seasonal cycle of food insecurity of three to seven months for cereals (i.e., maize, millet and sorghum) and four to seven months for legumes (i.e., groundnuts, cowpeas, and soybeans). These crops in the savannahs are often produced in a continuous monoculture, steadily depleting soil natural resources and causing the yields per unit area to fall to very low levels. The poverty profile of Ghana identifies the three northern regions as the poorest and most hunger-stricken areas in the country. Gender inequalities are also apparent in these regions, since women have limited access to resources and therefore limited capacity to generate income on their own.</p> <p>Guo and Azzarri (2013) reviewed available spatial biophysical and socio-economic data layers for northern Ghana and choose the appropriate layers for the stratification. They note that among the candidate layers on population density, Agro-Ecological Zones, precipitation, elevation, slope, farming system, market access, Length of Growth Period (LGP), and land cover, only some were appropriate to characterize and stratify districts in Northern Ghana. Given their spatial variability, Guo and Azzarri (2013) chose LGP and market access as proxies of agriculture potential and socio-economic integration in the food value chain, respectively. Combining these two layers, they derived six unique classes.8 Based on the stratification analysis and after consultation with local project partners, six action districts were initially identified. However, subsequent field work raised concerns over this first subdivision as for example the high density of rural population in some districts in the Upper East region that were not adequately sampled. As a result, there was a second round of field work that resulted in the identification of ten target districts.</p> <p>As IFPRI’s Report (2014) highlights, to identify action and control sites the following steps were taken. First, all known villages within each district were mapped based on the digital locations provided by AR and on the digitization of printed maps. Also, new market access maps were prepared from the latest available digital maps of roads and tracks and were updated daily as the field work progressed, in order to eliminate inaccessible communities from the list of potential sites. Further, potential communities were selected ex-ante on the basis of a geographic framework ensuring an appropriate distance between action sites and counterfactuals (to avoid contamination), and paper and digital maps were prepared before each day of field work. Once obtained the list of potential beneficiary villages, all the selected communities were visited to check their suitability in terms of farming systems, accessibility and size. The team on the field was composed by the consultant, the project manager and other staff members from IITA, as well as the officers from the Ministry of Agriculture, which were familiar with the district’s features. Some pre-selected villages were abandoned, and other suitable sites were identified during the field work. Finally, the locations of all suggested action and counterfactual sites were presented during a planning workshop in Tamale at the end of October 2012.</p> <p>During the above mentioned workshop, IFPRI raised concerns about the physical closeness of intervetion and counterfactual communities. Hence, some of the sites were abandoned and new ones were chosen as a replacement. The identification of suitable counterfactual communities has been a particularly difficult task, since to obtain a reliable impact assessment they have to present very similar properties as the action communities (i.e. population density, cropping system, market access, etc.), but should also be as far as possible from them to avoid being contaminated by spill-overs. Ideally, inhabitants of counterfactual communities should not meet inhabitants of action villages, and they should not share markets or other public facilities. These two main conditions –similarity and isolation- can very rarely be achieved at once. The best solution would be to have action and counterfactual sites located in different districts, but in northern Ghana this is rarely feasible because of the big differences in market accessibility and cropping systems across them. In addition, there are no major physical barriers to movement such as very large rivers, swamps or mountain ranges allowing to isolate control and treatment sites.</p> <p>Overall, the evaluation design includes 25 counterfactual communities as well as 25 intervention communities. In particular, 18 communities were selected in the Upper West Region (8 counterfactual communities and 10 intervention communities), 11 communities in the Upper East Region (6 counterfactual communities and 5 intervention communities) and 18 communities in the Northern Region (8 counterfactual communities and 10 intervention communities) (Figure 1). However, during fieldwork, it was noted that an administrative reform of districts took place and there was therefore the need for re-arranging the geographical belonging of some communities. In particular, four communities (Namiyila, Arigu, Basigu, Karemiga) were moved from the Upper East administrative region to the Northern region jurisdiction. In light of this new categorization, Upper East Region finally includes 7 communities (5 intervention communities and 2 control communities) whereas Northern Region covers 25 communities (15 counterfactual and 10 intervention communities). Nevertheless, it is worth underlining that the physical proximity of such communities to the Upper East Region would rather suggest their inclusion in this geographical category for analytical purposes (e.g. similarity in characteristics of its population).</p> <p>The households in the selected communities were divided into four groups:</br> 1) Households in control communities; </br> 2) Non-beneficiary households in AR intervention communities;</br> 3) Africa RISING beneficiary households (2013) in AR intervention communities;</br> 4) Africa RISING interested households (2014) in AR intervention communities; <p>The first step of the sampling strategy consisted in the stratification of the communities on the lines of the development domains at the district level. The second stage randomly selected households within each community. In particular, a constant number of control households (n=20) was randomly selected in each of the 25 control communities for a total of 500 control households. In regard to the 25 intervention communities, the sampling strategy was to randomly select a constant number of households (n=8) not directly benefitting from AR intervention and a constant number of 6 households interested in joining the program in 2014. Finally, 462 households that directly benefitted from the AR 2013 program were selected to participate to the survey. These guidelines were followed as closely as possible and only in a few cases the number of surveyed households in each group could not exactly match the target.The total sample size for GARBES is 1,284 households, of which 784 households in intervention communities and 500 in control communities. The households in target villages are further divided into 454 AR beneficiaries, 148 AR future beneficiaries and 182 AR non-beneficiaries.</p>

In-person interview

Structured questionnaire

International Food Policy Research Institute (IFPRI). 2015. Ghana Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey. Washington, DC: International Food Policy Research Institute (IFPRI) [dataset]. <a href="http://dx.doi.org/10.7910/DVN/QUB9UT"> http://dx.doi.org/10.7910/DVN/QUB9UT</a>

<p>IFPRI adheres to the principle of unrestricted public access to its own final research outputs and will make such outputs freely available. The Institute encourages the use of the <b>Ghana Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey </b> dataset; for detailed information on its use, please refer to <a href="http://www.ifpri.org/ourwork/about/intellectual-property">IFPRI’s Intellectual Property Policy</a>. The data files in this dataset are unit record or ‘raw’ data files. Information that would allow survey respondents to be identified has been deleted from the files, but all other information remains. IFPRI’s decision not to alter the contents of the data files means that the user of these files will need to take care in handling missing observations, outliers, and violations of logical consistency. </p> <p>The data are provided ‘as is’ and in no event shall IFPRI be liable for any damages resulting from use of the data. While great effort was taken to obtain high-quality data, the accuracy or reliability of the data is not guaranteed or warranted in any way.</P>

<h1> IFPRI DATAVERSE TERMS OF USE </h1> By using this website and any of the materials made available through it, you agree to abide by the Terms of Use of IFPRI Dataverse. The datasets and documents in this study are licensed under a <a rel="license" href="http://creativecommons.org/licenses/by-nc/3.0/">Creative Commons Attribution-NonCommercial 3.0 Unported License</a> <a rel="license" href="http://creativecommons.org/licenses/by-nc/3.0/"></a> <a rel="license" href="http://creativecommons.o rg/licenses/by-nc/3.0/"><img alt="Creative Commons License" style="border-width:0" src="http://i.creativecommons.org/l/by-nc/3.0/80x15.png" /></a><br />

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

<p> </p> <a href="http://dx.doi.org/10.7910/DVN/PPUL2W">Tanzania Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey</a>

<p> </p> <a href="http://dx.doi.org/10.7910/DVN/H6RWOO">Ethiopia Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey</a>

<p> </p> <a href="http://dx.doi.org/10.7910/DVN/UDKSBJ">Mali Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) Baseline Evaluation Survey</a>

• Number of cases: 1284

• No. of variables per record: 11

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

UNF:6:Q022K5s2WR91A+KkiVir+Q==

Survey

This file contains data about household location.

• Number of cases: 1284

• No. of variables per record: 11

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

UNF:6:Q022K5s2WR91A+KkiVir+Q==

Survey

This file contains data about the survey staff and household information.

• Number of cases: 10934

• No. of variables per record: 29

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

UNF:6:ZG17QF7I479gOsEbGCxdZw==

Survey

This file contains data from “Section B: Household Members” of the household questionnaire.

• Number of cases: 10934

• No. of variables per record: 23

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

UNF:6:padZwcddxlyB7fJXb5HXDQ==

Survey

This file contains data from “Section C: Child Anthropometry” of the household questionnaire.

• Number of cases: 10934

• No. of variables per record: 19

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

UNF:6:TMFRl1Q4XDCWSIbabXmIJA==

Survey

This file contains data from “Section D: Women Anthropometry” of the household questionnaire.

• Number of cases: 3186

• No. of variables per record: 26

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

UNF:6:WFvvRXCWoClG3TV2T8X4hA==

Survey

This file contains data from “Section E: Agricultural land” of the household questionnaire.

• Number of cases: 4612

• No. of variables per record: 37

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

UNF:6:CeGm/ELvyiPK9HXK/wQUMA==

Survey

This file contains data from “Section F: Crop Inputs (Soil Conservation)” of the household questionnaire.

• Number of cases: 5183

• No. of variables per record: 20

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

UNF:6:6/xRsk7PAI8JqHPLRwlCXQ==

Survey

This file contains data from “Section G1: Crop Production” of the household questionnaire.

• Number of cases: 5221

• No. of variables per record: 30

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

UNF:6:A47FgdZYU+xeBjoV18wXUQ==

Survey

This file contains data from “Section G2: Crop Inputs (Costs)” of the household questionnaire.

• Number of cases: 5221

• No. of variables per record: 26

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

UNF:6:HRgEk9WLIbERex2Up2HdZQ==

Survey

This file contains data from “Section G3: Crop Inputs (Labor)” of the household questionnaire.

• Number of cases: 4455

• No. of variables per record: 21

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

UNF:6:OFUbIscMX/PBZKDSluGf1g==

Survey

This file contains data from “Section G4: Crop Inputs (Seeds)” of the household questionnaire.

• Number of cases: 5185

• No. of variables per record: 62

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

UNF:6:o5R60OIBIqFYvXNLOtZgpQ==

Survey

This file contains data from “Section H: Crop Sales- Quantities” of the household questionnaire.

• Number of cases: 3760

• No. of variables per record: 15

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

UNF:6:DlhUSADFyuc0y+Fd4I+WKQ==

Survey

This file contains data from “Section I: Crop Storage” of the household questionnaire.

• Number of cases: 3412

• No. of variables per record: 20

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

UNF:6:m9Q6SbGkt0PRpJEqZGhSGA==

Survey

This file contains data from “Section J1: Livestock Ownership” of the household questionnaire.

• Number of cases: 2669

• No. of variables per record: 34

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

UNF:6:ATcSZ2anxX28f4/zAvcONw==

Survey

This file contains data from “Section J2: Livestock Feed” of the household questionnaire.

• Number of cases: 2096

• No. of variables per record: 9

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

UNF:6:smW0+x4sPEFnqI5rFJ0sUg==

Survey

This file contains data for questions K1-K4 from “Section K: Interaction with Agricultural Extension Agents and Africa RISING” of the household questionnaire.

• Number of cases: 1284

• No. of variables per record: 24

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

UNF:6:qxIaPmtMPrYp0JRYJBjTeg==

Survey

This file contains data for questions K5-K19C from “Section K: Interaction with Agricultural Extension Agents and Africa RISING” of the household questionnaire.

• Number of cases: 1619

• No. of variables per record: 11

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

UNF:6:19eRuLHcpgzsNW8sTq+gYQ==

Survey

This file contains data from “Section L: Other income” of the household questionnaire.

• Number of cases: 188

• No. of variables per record: 10

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

UNF:6:layAdnEbJquGhOVzJRrL9g==

Survey

This file contains data from “Section M: Credit” of the household questionnaire.

• Number of cases: 1284

• No. of variables per record: 17

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

UNF:6:t4IXZZmZqFwxmbQe4shwPA==

Survey

This file contains data for questions N1-N12 from “Section N: Housing and Assets” of the household questionnaire.

• Number of cases: 9656

• No. of variables per record: 9

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

UNF:6:AEk8SHmRHdDWooarISyBZg==

Survey

This file contains data for questions N13-N16 from “Section N: Housing and Assets” of the household questionnaire.

• Number of cases: 12840

• No. of variables per record: 7

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

UNF:6:znbxjgwDlM4qXmg9G3a0rA==

Survey

This file contains data for questions N13 and N17 from “Section N: Housing and Assets” of the household questionnaire.

• Number of cases: 1284

• No. of variables per record: 44

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

UNF:6:/lYMEqPrpE3CrPeMeJC3Uw==

Survey

This file contains data from “Section O: Subjective Welfare and Food Security” of the household questionnaire.

• Number of cases: 18441

• No. of variables per record: 17

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

UNF:6:fxJK2qPz7et+m81o1eiwnw==

Survey

This file contains data from “Section P: Food Consumption Over the Past Week” of the household questionnaire.

• Number of cases: 18441

• No. of variables per record: 41

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

UNF:6:0DUwadERdcJcij34PwkuWg==

Survey

This file contains data to convert local units to standard from “Section P: Food Consumption Over the Past Week” of the household questionnaire.

• Number of cases: 8247

• No. of variables per record: 8

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

UNF:6:CRJslsO9RasTcMQcHh78lg==

Survey

This file contains data from “Section Q1: Food Consumption Over the Past One Month” of the household questionnaire.

• Number of cases: 2731

• No. of variables per record: 8

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

UNF:6:l0q7StbopaR6ScqHx5Hflg==

Survey

This file contains data from “Section Q1: Food Consumption Over the Past One Week” of the household questionnaire.

• Number of cases: 11141

• No. of variables per record: 8

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

UNF:6:pwdrZd0RusoE/8h/eK5tLg==

Survey

This file contains data from “Section Q2: Non-Food Expenditures-Past Twelve Months” of the household questionnaire.

• Number of cases: 3882

• No. of variables per record: 17

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

UNF:6:JuKQz9tkIhaTUjSc3hRDTw==

Survey

This file contains data from “Section R: Recent Shocks to Household Welfare” of the household questionnaire.

• Number of cases: 1284

• No. of variables per record: 12

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

UNF:6:abhkJ3/GncqMW0UvyoAFIw==

Survey

This file contains data from Section E, L and M for filtering the households.

• Number of cases: 50

• No. of variables per record: 11

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

UNF:6:UyHChHVh66+mktfkTAr9Rg==

Survey

This file contains data from “Section CA: Community Identification” of the community questionnaire.

• Number of cases: 345

• No. of variables per record: 11

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

UNF:6:hc+s+nSEu7u+F30jDy/YMg==

Survey

This file contains data from “Section CB: Roster of Informants” of the community questionnaire.

• Number of cases: 1000

• No. of variables per record: 10

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

UNF:6:aPEdWM68vmA9EwfO4spr9g==

Survey

This file contains data from “Section CC: Access to Basic Services” of the community questionnaire.

• Number of cases: 500

• No. of variables per record: 17

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

UNF:6:q/Wxft09NdQlgxvnsGyevg==

Survey

This file contains data for questions CD1-CD4 from “Section CD: Agricultural Labor, Extension Services, and Agricultural Problems” of the community questionnaire.

• Number of cases: 50

• No. of variables per record: 13

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

UNF:6:xqj5TYeAE6UAZAc0+hVTmQ==

Survey

This file contains data for questions CD5-CD8c from “Section CD: Agricultural Labor, Extension Services, and Agricultural Problems” of the community questionnaire.

• Number of cases: 300

• No. of variables per record: 7

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

UNF:6:9doEeNKNJHKBHyD4+sqXRQ==

Survey

This file contains data for questions CE1a- CE1b from “Section CE: Land Use” of the community questionnaire.

• Number of cases: 250

• No. of variables per record: 7

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

UNF:6:u5ECfyWli0TgvrCsdc3Uxg==

Survey

This file contains data for questions CE2a- CE2b from “Section CE: Land Use” of the community questionnaire.

• Number of cases: 50

• No. of variables per record: 14

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

UNF:6:NSdso0RtAqkKYzC2Q0RBwg==

Survey

This file contains data for questions CE3- CE10b from “Section CE: Land Use” of the community questionnaire.

• Number of cases: 150

• No. of variables per record: 11

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

UNF:6:bydxAKAEGcFLIF/01JX5kA==

Survey

This file contains data for questions CE11a- CE11f from “Section CE: Land Use” of the community questionnaire.

• Number of cases: 50

• No. of variables per record: 41

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

UNF:6:zAIGk4RWWtaHe+aZG5nQvg==

Survey

This file contains data from “Section CF: Demographics, Land” of the community questionnaire.

• Number of cases: 250

• No. of variables per record: 9

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

UNF:6:Hc8WCCXJVxaRp31o5rc7pw==

Survey

This file contains data for questions CG1-CG4 from “Section CG: Water Access, Shocks, and Consumption” of the community questionnaire.

• Number of cases: 650

• No. of variables per record: 14

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

UNF:6:0kPkA0YigKxaraqS8ze3xQ==

Survey

This file contains data for questions CG5-CG9c from “Section CG: Water Access, Shocks, and Consumption” of the community questionnaire.

• Number of cases: 201

• No. of variables per record: 19

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

UNF:6:JsmW+FFWMgRd9uEvnuswZQ==

Survey

This file contains data for questions CG10-CG14 from “Section CG: Water Access, Shocks, and Consumption” of the community questionnaire.

• Number of cases: 50

• No. of variables per record: 9

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

UNF:6:SB+PEuM7NhGl/CAE7RPURQ==

Survey

This file contains data for questions CH1-CH2c from “Section CH: Market Prices” of the community questionnaire.

• Number of cases: 4200

• No. of variables per record: 11

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

UNF:6:nZcyJI0LMMPEDdJ8W6K74A==

Survey

This file contains data for questions CH3-CH4E from “Section CH: Market Prices” of the community questionnaire.

• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• startstring - Start time
• endstring - End time
• starttime - Time at the beginning of the interview
• startdate - Date at the beginning of the interview
• endtime - Time at the end of the interview
• enddate - Date at the end of the interview
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• startstring - Start time
• endstring - End time
• starttime - Time at the beginning of the interview
• startdate - Date at the beginning of the interview
• endtime - Time at the end of the interview
• enddate - Date at the end of the interview
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• memid - Household Member ID
• b2 - 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?
• 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
• 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?-
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• memid - Household Member ID
• c1 - Is [NAME] 5 years or younger?
• c2 - Child anthro: Has had diarrhea in the last 3 months?
• c3 - Was [NAME] measured?
• c4 - Why was [NAME] not measured?
• c5a - Where does [NAME]'s mother live?
• c5b - Household member ID of the mother, if she lives inside the household
• c6a - Where does [NAME]'s father live?
• c6b - Household member ID of the father, if he lives inside the household
• c7a - Weight (KGS) - First measure
• c7b - Weight (KGS) - Second measure
• c7c - Weight (KGS) - Third measure
• c8a - Height (CM) - First measure
• c8b - Height (CM) - Second measure
• c8c - Height (CM) - Third measure
• c9 - Height/length measured with child standing or laying down?
• c10a - Upper arm circumference (CM) - First measure
• c10b - Upper arm circumference (CM) - Second measure
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• memid - Household Member ID
• d1a - Year of birth
• d1b - Month of birth
• d2 - Are you between 15 and 49 years old?
• d3 - Is the respondent between the ages of 15 and 49 years?
• d4 - Are you currently pregnant or breastfeeding?
• d5 - Was [NAME] measured?
• d6 - Why was [NAME] not measured?
• d7a - Weight (KGS) - First measure
• d7b - Weight (KGS) - Second measure
• d7c - Weight (KGS) - Third measure
• d8a - Height (CM) - First measure
• d8b - Height (CM) - Second measure
• d8c - Height (CM) - Third measure
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• parcid - Parcel ID
• e3a - How large is the land area of [PARCEL] that you use?
• e3a_HA - Land area converted in hectares
• e3b - Area unit for e3a
• e4 - Does this parcel belong to your household?
• e5 - Did your household farm this parcel during last cropping season?
• e6a - [IF RENTED IN OR OUT] How much did your HH receive/pay in rent for this parcel?
• e6b - Time unit for e6a
• e7 - [IF SHARECROPPED IN OR OUT] % of harvest that was paid (in cash or in-kind)
• e8a - How did your household use this land during last cropping season? (1st)
• e8b - How did your household use this land during last cropping season? (2nd)
• e9 - What is the main source of water for this parcel during LAST COMPLETED CROPPING
• e10 - What kind of irrigation do you use?
• e11 - What is the main means of irrigating this parcel?
• e12 - What is the type of the soil on this parcel?
• e13 - What proportion of the [PARCEL] has crusted soils?
• e14 - What is the color of the soil of this parcel?
• e15 - What is the slope of this parcel?
• e16 - When was the last time you experienced waterlogging problems on this [PARCEL]?
• e17 - Time to get to [PARCEL] from house
• e18 - GPS measurement
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• parcid - Parcel ID
• f1b - How many plots does your household have in [PARCEL
• plotid - Plot ID
• f3 - Did you in the past 5 years practice crop rotation in [PLO
• f4a - Did you in the past 5 years practice fallowing in [PLOT]?
• f4b - What year did the fallow period begin, the last time [PLOT] was left fallow?
• f4c - For how many years was [PLOT] left fallow, the last time [PLOT] was left fallow?
• f5a - What was the main method of ploughing [PLOT]
• f5b - [ONLY IF F5a IS 9] In what year did you first begin to practice zero/minimum til
• f6 - Did you practice contour ploughing or pit planting on [PLOT]?
• f7a - How much manure did you apply to [PLOT]?
• f7b - How much manure did you apply to [PLOT]?
• f7c - How much manure for this [PLOT] was brought onto the farm from outside [EXPRESSE
• f8 - If you bought the manure for this [PLOT] how much did it cost in unit prices [EX
• f9 - How often do you apply manure to this [PLOT]?
• f10a - Which type of fertilizers did you use?
• f10b - How was the fertilizer applied?
• f11a - How much fertilizer was used? [IF A COMBINATION OF FERTILIZERS IS USED, QUANTITY
• f11b - How much fertilizer was used? [IF A COMBINATION OF FERTILIZERS IS USED, QUANTITY
• f11c - How much fertilizer was used? [IF A COMBINATION OF FERTILIZERS IS USED, QUANTITY
• f12 - What type of other organic inputs did you apply on [PLOT]?
• f13a - How much other organic input did you apply on [PLOT]?
• f13b - How much other organic input did you apply on [PLOT]?
• f13c - How much of other organic input for [PLOT] was brought onto the farm from outsid
• f13d - If you bought the other organic input for this [PLOT] how much did it cost in un
• f14a - How many trees (herbs, shrubs, etc) does the household currently have on [PLOT]?
• f14b - How many trees have you planted on [PLOT] within the past 2 years? [ENTER NUMBER
• f14c - How many trees have you removed from [PLOT] last year? [ENTER NUMBER]
• f15 - Do you have soil erosion on [PLOT]?
• f16a - What types of measures are you using to control soil erosion on [PLOT]? [LIST UP
• f16b - What types of measures are you using to control soil erosion on [PLOT]? [LIST UP
• f16c - What types of measures are you using to control soil erosion on [PLOT]? [LIST UP
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• a4 - Unique Household Identifier
• parcid - Parcel ID
• plotid - Plot ID
• cropid - Crop ID
• g1_4a - What was the area planted with [CROP] on this plot?-Area
• g1_4a_HA - Land area converted in hectares
• g1_4b - What was the area planted with [CROP] on this plot?-Unit
• g1_5 - What was the % of area planted with [CROP] on this plot? [PLAY THE "50 BEANS GAM
• g1_6a - How much [CROP] was harvested from this [PLOT]?-Area
• g1_6a_KG - How much [CROP] was harvested from this [PLOT] - KG?
• g1_6b - How much [CROP] was harvested from this [PLOT]?-Unit
• g1_6_conv - Conversion factor [UNIT] to kg
• g1_7 - Which family member had main responsibility for farming this [PLOT]?
• g1_8 - How was the yield of your household's harvest in [LAST COMPLETED CROPPING SEASON
• g1_9 - What is the main reason for the difference in yield between [LAST COMPLETED CROP
• treat - Treat
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• parcid - Parcel ID
• plotid - Plot ID
• cropid - Crop ID
• g2_2a - ..seed saved from the previous harvest [WRITE 0 IF NO SAVED SEED AND -99 IF VALU
• g2_2a_KG - ...seed saved from the previous harvest - KG
• g2_2b - ..seed saved from the previous harvest [WRITE 0 IF NO SAVED SEED AND -99 IF VALU
• g2_2_conv - Conversion factor [UNIT] to kg
• g2_2c - ..seed saved from the previous harvest [WRITE 0 IF NO SAVED SEED AND -99 IF VALU
• g2_3a - ...seed obtained for free or in barter. [WRITE 0 IF NO FREE/BARTER SEED AND -99
• g2_3a_KG - ...seed obtained for free or in barter - KG
• g2_3b - ...seed obtained for free or in barter. [WRITE 0 IF NO FREE/BARTER SEED AND -99
• g2_3_conv - Conversion factor [UNIT] to kg
• g2_3c - ...seed obtained for free or in barter. [WRITE 0 IF NO FREE/BARTER SEED AND -99
• g2_4a - ...traditional seed that was purchased. [WRITE 0 IF NO TRADITIONAL SEED IS PURCH
• g2_4a_KG - ...traditional seed that was purchased - KG
• g2_4b - ...traditional seed that was purchased. [WRITE 0 IF NO TRADITIONAL SEED IS PURCH
• g2_4_conv - Conversion factor [UNIT] to kg
• g2_4c - ...traditional seed that was purchased. [WRITE 0 IF NO TRADITIONAL SEED IS PURCH
• g2_5a - ...improved seed that was purchased. [WRITE 0 IF NO IMPROVED SEED IS PURCHASED A
• g2_5a_KG - ...improved seed that was purchased - KG
• g2_5b - ...improved seed that was purchased. [WRITE 0 IF NO IMPROVED SEED IS PURCHASED A
• g2_5_conv - Conversion factor [UNIT] to kg
• g2_5c - ...improved seed that was purchased. [WRITE 0 IF NO IMPROVED SEED IS PURCHASED A
• g2_6 - ...pesticides, herbicides [WRITE 0 IF NO PESTICIDES/H ERBICIDES AND -99 IF VALUE
• g2_7 - ...other non- labor expenses (e.g., crop residues, off-farm manure, animal or eq
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• parcid - Parcel ID
• plotid - Plot ID
• cropid - Crop ID
• g3_2_1m - land preparation (including harrowing & ridging)
• g3_2_1f - land preparation (including harrowing & ridging)
• g3_2_2m - planting
• g3_2_2f - planting
• g3_2_3m - fertilizing
• g3_2_3f - fertilizing
• g3_2_4m - weeding
• g3_2_4f - weeding
• g3_2_5m - harvesting
• g3_2_5f - harvesting
• g3_2_6m - other (i.e., spraying for pesticides, herbicides, weedicides)
• g3_2_6f - other (i.e., spraying for pesticides, herbicides, weedicides)
• 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]? [WRITE ESTIMAT
• g3_7b - What was the average daily wage paid to hired laborer for [CROP]? [WRITE ESTIMAT
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• a4 - Unique Household Identifier
• g4_1 - Crop name
• cropid - Crop ID
• g4_3 - Did your household grow [CROP]?
• g4_4 - How much of the seed you used was saved from previous harvest?
• g4_5 - Where did you obtain the seed that was not saved from previous harvest?
• g4_6 - How did you pay for this seed?
• g4_7 - How many minutes does it take to get to this supplier using the usual mode of tr
• g4_8a - What was the name of the main variety of [CROP] seed used by your household?
• g4_8b - What was the name of the main variety of [CROP] seed used by your household?
• g4_8c - What was the name of the main variety of [CROP] seed used by your household?
• g4_9a - Did you have any problems with this variety? [LIST UP TO THREE MAIN PROBLEMS]
• g4_9b - Did you have any problems with this variety? [LIST UP TO THREE MAIN PROBLEMS]
• g4_9c - Did you have any problems with this variety? [LIST UP TO THREE MAIN PROBLEMS]
• g4_10a - What are the two most important characteristics that the [CROP] seed variety sho
• g4_10b - What are the two most important characteristics that the [CROP] seed variety sho
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• parcid - Parcel ID
• plotid - Plot ID
• cropid - What crops were grown during [LAST COMPLETED CROPING SEASON]?
• h2a - How much failure in [CROP] did you incur before the harvest?
• h2a_KG - How much failure in [CROP] did you incur before the harvest? - KG
• h2b - How much failure in [CROP] did you incur before the harvest?
• h2_conv - Conversion factor [UNIT] to kg
• h2c - How much failure in [CROP] did you incur before the harvest?
• h2d - How much failure in [CROP] did you incur before the harvest?
• h3 - What is the reason of the crop failure?
• h4a - How much [CROP] without stover was harvested during [LAST COMPLETED CROPPING SEA
• h4a_KG - How much [CROP] without stover was harvested during [LAST COMPLETED CROPPING SEA
• h4b - How much [CROP] without stover was harvested during [LAST COMPLETED CROPPING SEA
• h4_conv - Conversion factor [UNIT] to kg
• h5a - How much stover of [CROP] was harvested during [LAST COMPLETED CROPPING SEASON]?
• h5a_KG - How much stover of [CROP] was harvested during [LAST COMPLETED CROPPING SEASON]
• h5b - How much stover of [CROP] was harvested during [LAST COMPLETED CROPPING SEASON]?
• h5_conv - Conversion factor [UNIT] to kg
• h6a - How much of the total harvest (including stover) was used for animal feed?
• h6a_KG - How much of the total harvest (including stover) was used for animal feed? - KG
• h6b - How much of the total harvest (including stover) was used for animal feed?
• h6_conv - Conversion factor [UNIT] to kg
• h6c - How much of the total harvest (including stover) was used for animal feed?
• h7a - How much was left on the field as crop residue (but not burned)?
• h7a_KG - How much was left on the field as crop residue (but not burned)? - KG
• h7b - How much was left on the field as crop residue (but not burned)?
• h7_conv - Conversion factor [UNIT] to kg
• h7c - How much was left on the field as crop residue (but not burned)?
• h8a - How much was saved for seed [LAST COMPLETED CROPPING SEASON]?
• h8a_KG - How much was saved for seed [LAST COMPLETED CROPPING SEASON] - KG?
• h8b - How much was saved for seed [LAST COMPLETED CROPPING SEASON]?
• h8_conv - Conversion factor [UNIT] to kg
• h8c - How much was saved for seed [LAST COMPLETED CROPPING SEASON]?
• h9a - How much was used for gifts and exchange (except own consumption and sales)?
• h9a_KG - How much was used for gifts and exchange (except own consumption and sales)? - K
• h9b - How much was used for gifts and exchange (except own consumption and sales)?
• h9_conv - Conversion factor [UNIT] to kg
• h9c - How much was used for gifts and exchange (except own consumption and sales)?
• h10a - How much of the harvest was used for own consumption?
• h10a_KG - How much of the harvest was used for own consumption? - KG
• h10b - How much of the harvest was used for own consumption?
• h10_conv - Conversion factor [UNIT] to kg
• h11a - How much of the total harvest was used for other purposes (e.g., burned as crop
• h11a_KG - How much of the total harvest was used for other purposes - KG
• h11b - How much of the total harvest was used for other purposes (e.g., burned as crop
• h11_conv - Conversion factor [UNIT] to kg
• h12a - How much of this harvest was sold?
• h12a_KG - How much of this harvest was sold? - KG
• h12b - How much of this harvest was sold?
• h12_conv - Conversion factor [UNIT] to kg
• h13 - What unit price did you receive when selling this [CROP]?
• h13_KG - Price per KG received when selling this [CROP]
• h14 - Who in the household has the main responsibility for making sales-related decisi
• h15 - What was the main place where this [CROP] was sold?
• h16 - How long does it take you to go from your house to get to the main place where t
• h17 - Who was the main buyer of [CROP]?
• h18 - Did the buyer contract you to grow [CROP]?
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• cropid - Crop ID
• i3 - Did you have any [CROP] in storage one month after [THE LAST COMPLETED CROPPING
• i4a - What is the total quantity of [CROP] that you had in storage after [THE LAST COM
• i4a_KG - What is the total quantity of [CROP] that you had in storage after [THE LAST COM
• i4b - What is the total quantity of [CROP] that you had in storage after [THE LAST COM
• i4_conv - Conversion factor [UNIT] to kg
• i5 - What type of storage facility did you use to store [CROP]?
• i6 - How much of the [CROP] you stored was lost before you could sell or consume it?
• i7 - What was/is the main cause of these losses of [CROP]?
• i8 - Which method do you use to dry [CROP]?
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• j1_2 - Livestock code
• j1_3 - In the past 12 months, have members of your household raised or produced [ANIMAL
• j1_4 - What type of management system does the household use for [ANIMAL TYPE]?
• j1_5 - Which family member had main responsibility for taking care of the [ANIMAL TYPE]
• j1_6 - How many [ANIMAL TYPE] does your household currently own?
• j1_7 - What is the estimated total value of all [ANIMAL TYPE] your household currently
• j1_8 - ...how many [ANIMAL TYPE] have been slaughtered to be consumed In the household?
• j1_9 - ...how many [ANIMAL TYPE] were born?
• j1_10 - ...how many [ANIMAL TYPE] were bought?
• j1_11 - ...how many [ANIMAL TYPE] were given as gift (i.e., dowry, rite) or stolen?
• j1_12 - ...how many [ANIMAL TYPE] did you lose due to illness?
• j1_13 - ...how many of your [ANIMAL TYPE] have you sold?
• j1_14 - ...on average, how much was the unit price of each of [ANIMAL TYPE] (or carcasse
• j1_15a - How much have you earned in total from the following [ACTIVITY] - Activity?
• j1_15b - How much have you earned in total from the following [ACTIVITY] - Amount?
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• livestid - Livestock ID
• 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}? - duration
• j2_3b - …how much labor time did your household spend on [ANIMAL CATEGORY}? - unit
• j2_4a - …how much labor time from hired workers was spent on [ANIMAL CATEGORY}? - durati
• j2_4b - …how much labor time from hired workers was spent on [ANIMAL CATEGORY}? - 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? [LIST UP TO
• j2_7b - ...which of the following feed for [ANIMAL CATEGORY] have you used? [LIST UP TO
• j2_7c - ...which of the following feed for [ANIMAL CATEGORY] have you used? [LIST UP TO
• 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? Rainy
• j2_9b - ...how much feed for [ANIMAL CATEGORY] have you used per day, on average? Rainy
• j2_9c - ...how much feed for [ANIMAL CATEGORY] have you used per day, on average? Rainy
• j2_10a - ...how much feed for [ANIMAL CATEGORY] have you used per day, on average? Dry se
• j2_10b - ...how much feed for [ANIMAL CATEGORY] have you used per day, on average? Dry se
• j2_10c - ...how much feed for [ANIMAL CATEGORY] have you used per day, on average? Dry se
• j2_11 - ..how frequently did your household face shortage of drinking water for [ANIMAL
• j2_12a - ...how much manure did [ANIMAL TYPE] produced that the household was able to col
• j2_12b - ...how much manure did [ANIMAL TYPE] produced that the household was able to col
• 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]?
• j2_15 - …which 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]?
• j2_17 - ...how much have you spent in total on costs for [ANIMAL TYPE] such as veterinar
• j2_18 - ...did [ANIMAL TYPE] receive supplemental feeds?
• j2_19 - …how many days did [ANIMAL TYPE] graze off farm?
• j2_20 - …when [ANIMAL TYPE] grazed off farm, on average for how many hours did the [AMIN
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community 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
• k4 - During the last cropping season, how often did [SOURCE] have interaction with yo
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• k5 - How far is your local Farmer Training Center (one way in minutes) using the usua
• k6 - Have you ever participated in the activities of your Farmer Training Center?
• k7 - Think of the agricultural extension/development agent you interact with the most
• k8 - Have you tried any new agricultural technologies/management practices during the
• k9 - Have these been new activities your agent has demonstrated to you?
• k10 - Are you a member of your community's farmer research group?
• k11 - Have you ever used a new technology that you have seen at your research group ac
• k12 - Have you/your household ever participated in any group that focuses on the conse
• k13 - Do you/your household currently participate in any social organization?
• k14 - Are you/your household satisfied with quantity, quality and timeliness of extens
• k15 - Have you heard of Africa RISING program?
• k16 - Have you ever participated in any activity as part of/organized by Africa RISING
• k17a - Which Africa RISING-related activity did you get involved in? [LIST UP TO THREE]
• k17b - Which Africa RISING-related activity did you get involved in? [LIST UP TO THREE]
• k17c - Which Africa RISING-related activity did you get involved in? [LIST UP TO THREE]
• k18 - Do you plan to continue participating in Africa RISING activities in the next pl
• k19a - What are your reasons for not participating in Africa RISING activities - First?
• k19b - What are your reasons for not participating in Africa RISING activities - Second
• k19c - What are your reasons for not participating in Africa RISING activities - Third?
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• l1 - Other income activity
• l2 - In the past 12 months, have members of your household received any income from [
• l3 - Who in the household is mainly responsible for [ACTIVITY]?
• l4 - How many months out of the past 12 months did members of this household receive
• l5 - For each of these months that your household earned income from [ACTIVITY], how
• l6 - How important was [ACTIVITY] to meeting household expenses?
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• m4 - Input type
• 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 many months is the credit for this [INPUT TYPE] for?
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• n1 - What is the main material used for the outer walls of the house?
• n2 - What is the main material used for the floor in your house?
• n3 - What is the main material used for the roof on your house?
• n4 - How many distinct rooms does the household occupy located in the same or differe
• n5 - How many external windows and doors does the housing unit have?
• n6 - How much monthly rent are you paying if renting in, or how much monthly rent wou
• n7 - What is the main source of drinking water for your household?
• n8 - What is the main type of toilet used by your household?
• n9 - What is the main type of lighting used by your household?
• n10 - What is the main type of cooking fuel used by your household?
• n11 - How many headloads of firewood do family members collect per day?
• n12 - During the last 12 months, do you have to walk farther to gather enough firewood
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• n13 - Asset type
• n14 - How many units of [HOUSEHOLD ASSET TYPE] does your household currently own?
• n15 - When did your household acquire [HOUSEHOLD ASSET TYPE]?
• n16 - How much did you pay for [HOUSEHOLD ASSET TYPE]?
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• n13 - Service type
• n17 - How many minutes does it take to get to [Service type] from your house, using th
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• o1 - In the past 7 days, did you worry that your household would not have enough food
• o2a - In the past 7 days, how many days have you or someone in your household had to:R
• o2b - In the past 7 days, how many days have you or someone in your household had to:L
• o2c - In the past 7 days, how many days have you or someone in your household had to:L
• o2d - In the past 7 days, how many days have you or someone in your household had to:R
• o2e - In the past 7 days, how many days have you or someone in your household had to:R
• o2f - In the past 7 days, how many days have you or someone in your household had to:B
• o2g - In the past 7 days, how many days have you or someone in your household had to:H
• o2h - In the past 7 days, how many days have you or someone in your household had to:G
• o2i - In the past 7 days, how many days have you or someone in your household had to:h
• o3a - How many meals, including breakfast are taken per day…..in the household?
• o3b - How many meals, including breakfast are taken per day……among children (6-59 mont
• o4 - What did your children below 5 years old (0-4 years) have for breakfast yesterda
• o5 - What did your children between 5 to 13 years old have for breakfast yesterday?
• o6 - Do all household members eat roughly the same diet?
• o7a - Who and how many in the household usually eat a more diverse variety of foods, a
• o7b - Who and how many in the household usually eat a more diverse variety of foods, a
• o7c - Who and how many in the household usually eat a more diverse variety of foods, a
• o8 - In the last 12 months, have you been faced with a situation when you did not hav
• o9a - Did you experience shortage of food in [MONTH], [YEAR]?2013 jan
• o9b - Did you experience shortage of food in [MONTH], [YEAR]?2013 Feb
• o9c - Did you experience shortage of food in [MONTH], [YEAR]?2013 Mar
• o9d - Did you experience shortage of food in [MONTH], [YEAR]?2013 Apr
• o9e - Did you experience shortage of food in [MONTH], [YEAR]?2013 May
• o9f - Did you experience shortage of food in [MONTH], [YEAR]?2013 June
• o9g - Did you experience shortage of food in [MONTH], [YEAR]?2013 July
• o9h - Did you experience shortage of food in [MONTH], [YEAR]?2013 Aug
• o9i - Did you experience shortage of food in [MONTH], [YEAR]?2013 Sep
• o9j - Did you experience shortage of food in [MONTH], [YEAR]?2013 Oct
• o9k - Did you experience shortage of food in [MONTH], [YEAR]?2013 Nov
• o9l - Did you experience shortage of food in [MONTH], [YEAR]?2013 Dec
• o10a - Did you experience shortage of food in [MONTH], [YEAR]?2014 Jan
• o10b - Did you experience shortage of food in [MONTH], [YEAR]?2014 Feb
• o10c - Did you experience shortage of food in [MONTH], [YEAR]?2014 Mar
• o10d - Did you experience shortage of food in [MONTH], [YEAR]?2014 Apr
• o10e - Did you experience shortage of food in [MONTH], [YEAR]?2014 May
• o11a - What was the cause of this situation? 1st
• o11b - What was the cause of this situation? 2nd
• o11c - What was the cause of this situation? 3rd
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• a4 - Unique Household Identifier
• consumptionid - Food ID
• p2 - Within past 7 days, did members of HH consume FOOD within/outside the household?
• p3a - Quantity of [FOOD] consumed by household in past 7 days
• p3b - Unit for q3a
• p4a - Quantity of [FOOD] that came from purchases
• p4b - Unit for q4a
• p5 - How much did you spend to purchase CONSUMPTION ITEM in total?
• p6a - Quantity of [FOOD] that came from own production
• p6b - Unit for q6a
• p7a - Quantity of [FOOD] that came from gifts and other sources
• p7b - Unit for q7a
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• a4 - Unique Household Identifier
• consumptionid - Food ID
• p2 - Within past 7 days, did members of HH consume FOOD within/outside the household?
• p3a - Quantity of [FOOD] consumed by household in past 7 days
• p3a_KG - Quantity of [FOOD] consumed by household in past 7 days - KG
• p3b - Unit for q3a
• p3_conv - Conversion factor [UNIT] to kg
• p3_conv2 - Conversion factor [UNIT] to kg - from HH ARBES prices
• p3_conv3 - Conversion factor [UNIT] to kg - from Com ARBES prices
• p3_conv4 - Conversion factor [UNIT] to kg - from ARBES community by food groups
• p3_conv5 - Conversion factor [UNIT] to kg - from ARBES community by measurement units
• p4a - Quantity of [FOOD] that came from purchases
• p4a_KG - Quantity of [FOOD] that came from purchases - KG
• p4b - Unit for q4a
• p4_conv - Conversion factor [UNIT] to kg
• p4_conv2 - Conversion factor [UNIT] to kg - from HH ARBES prices
• p4_conv3 - Conversion factor [UNIT] to kg - from Com ARBES prices
• p4_conv4 - Conversion factor [UNIT] to kg - from ARBES community by food groups
• p4_conv5 - Conversion factor [UNIT] to kg - from ARBES community by measurement units
• p5 - How much did you spend to purchase CONSUMPTION ITEM in total?
• p6a - Quantity of [FOOD] that came from own production
• p6a_KG - Quantity of [FOOD] that came from own production - KG
• p6b - Unit for q6a
• p6_conv - Conversion factor [UNIT] to kg
• p6_conv2 - Conversion factor [UNIT] to kg - from HH ARBES prices
• p6_conv3 - Conversion factor [UNIT] to kg - from Com ARBES prices
• p6_conv4 - Conversion factor [UNIT] to kg - from ARBES community by food groups
• p6_conv5 - Conversion factor [UNIT] to kg - from ARBES community by measurement units
• p7a - Quantity of [FOOD] that came from gifts and other sources
• p7a_KG - Quantity of [FOOD] that came from gifts and other sources - KG
• p7b - Unit for q7a
• p7_conv - Conversion factor [UNIT] to kg
• p7_conv2 - Conversion factor [UNIT] to kg - from HH ARBES prices
• p7_conv3 - Conversion factor [UNIT] to kg - from Com ARBES prices
• p7_conv4 - Conversion factor [UNIT] to kg - from ARBES community by food groups
• p7_conv5 - Conversion factor [UNIT] to kg - from ARBES community by measurement units
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• q1_1 - Item
• q1_4 - Over the past 7 days, did you purchase any [ITEM]?
• q1_5 - How much did you pay in total for [ITEM]?
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• q1_1 - Non-food item (weekly consumption)
• q1_2 - Over the past 7 days, did you purchase any [ITEM]?
• q1_3 - How much did you pay in total for [ITEM]? GHC
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• q2_1 - Item
• q2_2 - Over the past 12 months, did you purchase or pay for any [ITEM]?
• q2_3 - What was the cost of [ITEM] that you purchased?
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a3 - Community ID
• a2 - District ID
• r1 - Shock type
• r2 - Over the past 5 years, was your household severely negatively affected by any of
• r3 - Can you rank the [SHOCK] among the three most significant shocks that you experi
• r4 - Did [SHOCK] caused a reduction in household income and/or assets?
• r5 - How dispersed was this shock? It affected...
• r6a - When did this [SHOCK] occur/start - Year
• r6b - When did this [SHOCK] occur/start - Month
• r7a - How long did the last episode of [SHOCK] last?
• r7b - Time unit
• r8a - What did your household do in response to this [SHOCK] to try to regain your for
• r8b - What did your household do in response to this [SHOCK] to try to regain your for
• r8c - What did your household do in response to this [SHOCK] to try to regain your for
• treat - Treat variable
• hhid - Household ID
• a1 - Region ID
• a2 - District ID
• a3 - Community ID
• e1 - Confirmation of land ownership and/or ag. activities
• e2 - Cropping season
• i9 - Aflatoxin
• m1 - During L12M did anyone in HH apply for credit/ask for loan of at least 50 GHC
• m2 - During the last 12 months, did the household receive a loan?
• m3 - During L12M did you receive any crop inputs or agricultural equip on credit?
• e18 - Is this household among the subsample of households chosen for collection of par
• treat - Treat variable
• cid - community id
• ca1 - region
• ca2 - district
• ca3 - community
• startstring - starttime
• startdate
• starttime
• endstring - endtime
• enddate
• endtime
• treat - treat
• cid - community id
• ca1 - region
• ca2 - district
• ca3 - community
• respid - community survey respondent id
• cb2 - sex
• cb3 - how old are you? [-99 if age not known]
• cb4 - what position do you currently have in the community?
• cb4_other - what position do you currently have in the community? - others
• cb5 - for how many years have you lived in this community?
• treat - treat
• cid - community id
• ca1 - region
• ca2 - district
• ca3 - community
• 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 - how long, in minutes and one way, does it take to get to [service] from communit
• cc5 - how satisfied are you with [service]?
• treat - treat
• cid - community id
• ca1 - region
• ca2 - district
• ca3 - community
• cd1 - activity
• cd2 - are agricultural extension services provided for [activity]?
• 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
• cd4 - what is your assessment of the quality of extension service provided for [activi
• treat - treat
• cid - Community ID
• ca1 - Region
• ca2 - District
• ca3 - Community
• cd5 - In this community, do parents sometimes take their children out of school to wor
• cd6 - Are boys or girls more often taken out of school for agricultural work?
• cd7a - What are the major agricultural problems faced by the households in this communi
• cd7b - What are the major agricultural problems faced by the households in this communi
• cd7c - What are the major agricultural problems faced by the households in this communi
• cd8a - What are the major strategies used in this community to solve agricultural probl
• cd8b - What are the major strategies used in this community to solve agricultural probl
• cd8c - What are the major strategies used in this community to solve agricultural probl
• treat - Treat
• cid - community id
• ca1 - region
• ca2 - district
• ca3 - community
• ce1a - land use id
• ce1b - what proportion of the total land in the community is allocated for [land use]?
• treat - treat
• cid - community id
• ca1 - region
• ca2 - district
• ca3 - community
• ce2a - cultivable land use id
• ce2b - what proportion of the total land in the community is allocated for [cultivable
• treat - treat
• cid - community id
• ca1 - region
• ca2 - district
• ca3 - community
• ce3 - does the village have a certificate of village lands?
• ce4 - when was the certificate issued?
• ce5 - how do the majority of the households obtain land in this community?
• ce6 - do both men and women own land in this community?
• ce7 - when a woman dies, does her husband inherit her land?
• ce8 - when a man dies, does his wife inherit his land?
• ce9 - can a widow be inherited by her husband's brother or other male relative?
• ce10a - who settles land disputes? - first responsible
• ce10b - who settles land disputes? - second responsible
• treat - treat
• cid - community id
• ca1 - region
• ca2 - district
• ca3 - community
• ce11a - major land-related events
• ce11b - in the period may 2013-may 2014, 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 household aff
• treat - treat
• cid - community id
• ca1 - region
• ca2 - district
• ca3 - community
• 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?
• cf6f - what percentage of cultivated land is devoted to rice?
• 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
• cf10 - during the last agricultural season, what was the price of improved maize seed p
• cf11a - during the last agricultural season, how much a unit of manure did cost?
• cf11b - during the last agricultural season, how much a unit of manure did cost?
• cf12 - are there any savings associations in this community?
• cf13 - how many people belong to savings associations in this community?
• cf14 - approximately what percent of the savings association membership is female?
• cf15 - would you say that the rains that this community had for the last rain season (2
• cf16 - would you say that the rains that this community had for the last rain season (2
• cf17 - during the last 12 months, what percentage of the individuals in this community
• cf18 - during the last 12 months, what percentage of the individuals in this community
• cf19 - do any residents of this community migrate for all or part of the year?
• cf20a - during the last 12 months,where did residents of this community migrate to - fir
• cf20b - during the last 12 months,where did residents of this community migrate to - sec
• cf20c - during the last 12 months,where did residents of this community migrate to - thi
• cf21a - during the last 12 months, which three months did the most people travel outside
• cf21b - during the last 12 months, which three months did the most people travel outside
• cf21c - during the last 12 months, which three months did the most people travel outside
• cf22a - for which three main reasons do people migrate out of this community - first?
• cf22b - for which three main reasons do people migrate out of this community - second?
• cf22c - for which three main reasons do people migrate out of this community - third?
• treat - treat
• cid - community id
• ca1 - region
• ca2 - district
• ca3 - community
• 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]
• treat - treat
• cid - community id
• ca1 - region
• ca2 - district
• ca3 - community
• 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?
• treat - treat
• cid - community id
• ca1 - region
• ca2 - district
• ca3 - community
• cg10 - four most common crops
• 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?
• 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?
• cg13 - what percentage of households in this community consume [crop]?
• cg14 - compared to the usual harvest in this community, how was [crop] harvest during t
• treat - treat
• cid - community id
• ca1 - region
• ca2 - district
• ca3 - community
• souce_id - sourcelocation id
• ch2a - source of prices - first
• ch2b - source of prices - second
• ch2c - source of prices - third
• treat - treat
• cid - community id
• ca1 - region
• ca2 - district
• ca3 - community
• ch3 - crop type
• 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
• treat - treat

f2769094 Location:

Summary Statistics: Min. 8.01051513E8; StDev 9.366316336695789E7; Mean 8.925701391471971E8; Valid 1284.0; Max. 1.011485944E9

Variable Format: numeric

Notes: UNF:6:y4tc5ttZeyZePileK+ZbgA==

f2769094 Location:

Summary Statistics: Max. 10.0; Valid 1284.0; Mean 8.86915887850468; StDev 0.900341448864309; Min. 8.0

Variable Format: numeric

Notes: UNF:6:m4nq/MHbe1btKfDMGIhmAg==

f2769094 Location:

Summary Statistics: Valid 1284.0; Mean 5.399532710280347; StDev 3.735198350601602; Max. 11.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:r6r2EpF8hdRrjrh4uzce1w==

f2769094 Location:

Summary Statistics: Valid 1284.0; Min. 1.0; Max. 50.0; Mean 25.17601246105923; StDev 14.658763992766856

Variable Format: numeric

Notes: UNF:6:al9Z5YKWQlgQIIBI59eNEg==

f2769094 Location:

Variable Format: character

Notes: UNF:6:eJkv1UVCVYS4wYvepUZ8HA==

f2769094 Location:

Variable Format: character

Notes: UNF:6:NZKUg5HPL3G2vkvBj4F1mA==

f2769094 Location:

Summary Statistics: Valid 1284.0; Mean 57033.41121495326; StDev 24025.619966872404; Min. 1027.0; Max. 173718.0;

Variable Format: numeric

Notes: UNF:6:8Aw67GBZOx64gKKunuHugw==

f2769094 Location:

Summary Statistics: Valid 1284.0; Mean 180785.96261682242; StDev 83283.62170975105; Min. 10714.0; Max. 310514.0

Variable Format: numeric

Notes: UNF:6:5xDLaqwCCC4+oI/e+L0Dww==

f2769094 Location:

Summary Statistics: Min. 59.0; Mean 98765.27258566987; StDev 47328.43147153929; Max. 235929.0; Valid 1284.0;

Variable Format: numeric

Notes: UNF:6:OWHY6YJ8OA6WoCt/Xkjk/g==

f2769094 Location:

Summary Statistics: Min. 10614.0; Valid 1284.0; Mean 180742.58255451702; StDev 84879.36412591401; Max. 310514.0

Variable Format: numeric

Notes: UNF:6:6OlOyZTrs5VSapURhbmdwg==

f2769094 Location:

Summary Statistics: Min. 1.0; StDev 1.0803004646628864; Max. 4.0; Valid 1284.0; Mean 2.194704049844239

Variable Format: numeric

Notes: UNF:6:Cl/0uHxzDofRdchhlYuNKA==

f2769095 Location:

Summary Statistics: Valid 1284.0; Mean 8.925701391471971E8; Max. 1.011485944E9; Min. 8.01051513E8; StDev 9.366316336695789E7

Variable Format: numeric

Notes: UNF:6:y4tc5ttZeyZePileK+ZbgA==

f2769095 Location:

Summary Statistics: StDev 0.900341448864309; Max. 10.0; Valid 1284.0; Min. 8.0; Mean 8.86915887850468

Variable Format: numeric

Notes: UNF:6:m4nq/MHbe1btKfDMGIhmAg==

f2769095 Location:

Summary Statistics: Mean 5.399532710280347; Valid 1284.0; StDev 3.735198350601602; Min. 1.0; Max. 11.0

Variable Format: numeric

Notes: UNF:6:r6r2EpF8hdRrjrh4uzce1w==

f2769095 Location:

Summary Statistics: StDev 14.658763992766856; Max. 50.0; Min. 1.0; Mean 25.17601246105923; Valid 1284.0;

Variable Format: numeric

Notes: UNF:6:al9Z5YKWQlgQIIBI59eNEg==

f2769095 Location:

Variable Format: character

Notes: UNF:6:eJkv1UVCVYS4wYvepUZ8HA==

f2769095 Location:

Variable Format: character

Notes: UNF:6:NZKUg5HPL3G2vkvBj4F1mA==

f2769095 Location:

Summary Statistics: StDev 24025.619966872404; Min. 1027.0; Max. 173718.0; Valid 1284.0; Mean 57033.41121495326;

Variable Format: numeric

Notes: UNF:6:8Aw67GBZOx64gKKunuHugw==

f2769095 Location:

Summary Statistics: Mean 180785.96261682242; Min. 10714.0; Valid 1284.0; StDev 83283.62170975105; Max. 310514.0

Variable Format: numeric

Notes: UNF:6:5xDLaqwCCC4+oI/e+L0Dww==

f2769095 Location:

Summary Statistics: StDev 47328.43147153929; Max. 235929.0; Mean 98765.27258566987; Min. 59.0; Valid 1284.0

Variable Format: numeric

Notes: UNF:6:OWHY6YJ8OA6WoCt/Xkjk/g==

f2769095 Location:

Summary Statistics: StDev 84879.36412591401; Mean 180742.58255451702; Max. 310514.0; Min. 10614.0; Valid 1284.0;

Variable Format: numeric

Notes: UNF:6:6OlOyZTrs5VSapURhbmdwg==

f2769095 Location:

Summary Statistics: Min. 1.0; Max. 4.0; StDev 1.0803004646628864; Mean 2.194704049844239; Valid 1284.0

Variable Format: numeric

Notes: UNF:6:Cl/0uHxzDofRdchhlYuNKA==

f2769096 Location:

Summary Statistics: Mean 8.817714193435223E8; Min. 8.01051513E8; StDev 9.388752621963793E7; Max. 1.011485944E9; Valid 10934.0;

Variable Format: numeric

Notes: UNF:6:nOneKBZefWsZmECpoocx1w==

f2769096 Location:

Summary Statistics: StDev 0.9028182500728109; Valid 10934.0; Mean 8.7654106456923; Max. 10.0; Min. 8.0

Variable Format: numeric

Notes: UNF:6:maG2quVdnjT17RRmOW+gwg==

f2769096 Location:

Summary Statistics: Mean 4.975580757271217; StDev 3.7039989916762726; Min. 1.0; Max. 11.0; Valid 10934.0

Variable Format: numeric

Notes: UNF:6:OgKNnjcBAGzK7CJxxeqJtA==

f2769096 Location:

Summary Statistics: Min. 1.0; Valid 10934.0; Mean 25.181177976952885; StDev 14.48668661658667; Max. 50.0

Variable Format: numeric

Notes: UNF:6:K9EjwAYD4qyfHp/E1h352w==

f2769096 Location:

Summary Statistics: StDev 5.328968112049489; Min. 1.0; Valid 10934.0; Mean 6.253338211084626; Max. 40.0;

Variable Format: numeric

Notes: UNF:6:aq0fgDmG1AfDdKZ8wKdJcA==

f2769096 Location:

Summary Statistics: Mean 3.5863361990122495; Valid 10934.0; Min. 1.0; StDev 1.903075315884242; Max. 8.0

Variable Format: numeric

Notes: UNF:6:lRYgIrZjeftuCyHPf0xEGA==

f2769096 Location:

Summary Statistics: Valid 10934.0; Mean 1.4932321199926837; Max. 2.0; Min. 1.0; StDev 0.499977057635118

Variable Format: numeric

Notes: UNF:6:3kOOo0OYXDWg3o02lvlLAg==

f2769096 Location:

Summary Statistics: Min. 0.0; StDev 20.12476179456701; Max. 120.0; Mean 23.434790561551065; Valid 10934.0

Variable Format: numeric

Notes: UNF:6:tKRYb6UwenVf1MiwI+10Hw==

f2769096 Location:

Summary Statistics: Mean 4.497859589041094; Max. 11.0; StDev 2.8947260097454572; Min. 0.0; Valid 2336.0;

Variable Format: numeric

Notes: UNF:6:jKKJWPmHm/AV5cghf0RVyw==

f2769096 Location:

Summary Statistics: Min. 1.0; StDev 0.06472823473277119; Max. 2.0; Valid 10934.0; Mean 1.0042070605450886

Variable Format: numeric

Notes: UNF:6:rc02YSoSt3e3schpZYts3Q==

f2769096 Location:

Summary Statistics: Min. 1.0; Valid 6345.0; StDev 2.4692991882545754; Mean 3.1457840819543064; Max. 7.0;

Variable Format: numeric

Notes: UNF:6:o4cs7rJAzqZkfk7aPaRZIA==

f2769096 Location:

Summary Statistics: Valid 8598.0; StDev 4.693124255176953; Mean 2.618632240055823; Min. -1.0; Max. 21.0

Variable Format: numeric

Notes: UNF:6:Zl4NI3aH18Ub69rMue34Mw==

f2769096 Location:

Summary Statistics: Mean 12.251337520353578; Min. 1.0; StDev 1.3566966334901844; Max. 14.0; Valid 8598.0;

Variable Format: numeric

Notes: UNF:6:mW7bpMsZKlEM1OM5AS5BHQ==

f2769096 Location:

Summary Statistics: Min. 1.0; StDev 3.593914409311275; Max. 11.0; Valid 8598.0; Mean 7.4262619213770495

Variable Format: numeric

Notes: UNF:6:cErVhMr3pLrHC3xL4s4ueA==

f2769096 Location:

Summary Statistics: Mean 8.658394160583937; StDev 1.4623019323028317; Min. 1.0; Valid 4110.0; Max. 11.0

Variable Format: numeric

Notes: UNF:6:O/98RL2pGeNCHSM7zozIYQ==

f2769096 Location:

Summary Statistics: Mean 1.7399026763990173; Min. 1.0; StDev 3.0019445292505194; Valid 4110.0; Max. 19.0

Variable Format: numeric

Notes: UNF:6:bP8fQgD8CMijRcgMSIWRsQ==

f2769096 Location:

Summary Statistics: StDev 2.586609378294422; Min. 1.0; Valid 4110.0; Mean 8.673722627737227; Max. 10.0;

Variable Format: numeric

Notes: UNF:6:P6RDczqp9+C5hlAzKFdsDg==

f2769096 Location:

Summary Statistics: Valid 230.0; StDev 899.8940406521074; Min. 0.0; Max. 8400.0; Mean 461.523043478261;

Variable Format: numeric

Notes: UNF:6:s22Vueryta6UV0QMmbnE6w==

f2769096 Location:

Summary Statistics: Max. 10.0; Mean 5.195652173913043; StDev 1.7486059977185406; Min. 2.0; Valid 230.0;

Variable Format: numeric

Notes: UNF:6:WkHjJFs2oOWpP/sSu+fMSw==

f2769096 Location:

Summary Statistics: Valid 4110.0; Min. 0.0; Max. 12.0; StDev 2.6585521426972645; Mean 8.000486618004867

Variable Format: numeric

Notes: UNF:6:5x1GktiXtuby1xn6FEyJAA==

f2769096 Location:

Summary Statistics: Max. 4.0; Mean 3.933333333333334; Valid 4110.0; StDev 0.3047979008514187; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:1wCQKrm6cnKiq9fO5hPeQg==

f2769096 Location:

Summary Statistics: StDev 20.317842860926167; Max. 168.0; Mean 47.032116788321126; Min. 0.0; Valid 4110.0

Variable Format: numeric

Notes: UNF:6:ge+Fh55pWtBaE9nei27DTg==

f2769096 Location:

Summary Statistics: StDev 22.378344895922663; Min. 0.0; Mean 42.27177615571771; Valid 4110.0; Max. 168.0

Variable Format: numeric

Notes: UNF:6:qVjwhMM3T4eEkd/NbqV9VA==

f2769096 Location:

Summary Statistics: StDev 1.0873905327146804; Min. 1.0; Valid 4340.0; Max. 7.0; Mean 1.5751152073732713;

Variable Format: numeric

Notes: UNF:6:1960ArCDsh8V1jh1mbRFDQ==

f2769096 Location:

Summary Statistics: Min. 0.0; Mean 11.924242424242426; Max. 48.0; Valid 66.0; StDev 7.115120640224001;

Variable Format: numeric

Notes: UNF:6:z20ejhpgSncHnL+mE6Fzmw==

f2769096 Location:

Summary Statistics: Valid 61.0; Mean 1.2950819672131149; Max. 4.0; StDev 0.9008192992138131; Min. 1.0

Variable Format: numeric

Notes: UNF:6:3fxNooO8NP0yYCfSYCMLJw==

f2769096 Location:

Summary Statistics: Max. 9.0; Valid 61.0; StDev 1.637671277489702; Min. 2.0; Mean 8.426229508196721

Variable Format: numeric

Notes: UNF:6:awr2OZpj9bl597gusrJ6Hg==

f2769096 Location:

Summary Statistics: Min. 3.0; Max. 6.0; Mean 4.333333333333333; Valid 3.0; StDev 1.5275252316519465

Variable Format: numeric

Notes: UNF:6:pi+t4OLBIFUlBOPRjNZsZQ==

f2769096 Location:

Summary Statistics: Mean 2.1967258094018627; Valid 10934.0; Max. 4.0; Min. 1.0; StDev 1.0697713563933742

Variable Format: numeric

Notes: UNF:6:KAblhau+SFTv5t+d3OoGhA==

f2769097 Location:

Summary Statistics: Valid 10934.0; Mean 8.817714193435223E8; Min. 8.01051513E8; StDev 9.388752621963793E7; Max. 1.011485944E9;

Variable Format: numeric

Notes: UNF:6:nOneKBZefWsZmECpoocx1w==

f2769097 Location:

Summary Statistics: Max. 10.0; StDev 0.9028182500728109; Mean 8.7654106456923; Valid 10934.0; Min. 8.0;

Variable Format: numeric

Notes: UNF:6:maG2quVdnjT17RRmOW+gwg==

f2769097 Location:

Summary Statistics: Max. 11.0; Valid 10934.0; Min. 1.0; Mean 4.975580757271217; StDev 3.7039989916762726

Variable Format: numeric

Notes: UNF:6:OgKNnjcBAGzK7CJxxeqJtA==

f2769097 Location:

Summary Statistics: Mean 25.181177976952885; StDev 14.48668661658667; Valid 10934.0; Min. 1.0; Max. 50.0;

Variable Format: numeric

Notes: UNF:6:K9EjwAYD4qyfHp/E1h352w==

f2769097 Location:

Summary Statistics: Max. 40.0; Mean 6.253338211084626; StDev 5.328968112049489; Valid 10934.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:aq0fgDmG1AfDdKZ8wKdJcA==

f2769097 Location:

Summary Statistics: StDev 0.3522616588271798; Min. 1.0; Max. 2.0; Mean 1.854856411194442; Valid 10934.0

Variable Format: numeric

Notes: UNF:6:x8QKt4J0K2x5YLYb/PGpiw==

f2769097 Location:

Summary Statistics: Max. 2.0; Min. 1.0; StDev 0.46927697959946674; Valid 1587.0; Mean 1.6729678638941403

Variable Format: numeric

Notes: UNF:6:t7pY1p4u2MPJu72fbC2P5w==

f2769097 Location:

Summary Statistics: Max. 2.0; Min. 1.0; StDev 0.28461228887045437; Valid 1587.0; Mean 1.0888468809073724;

Variable Format: numeric

Notes: UNF:6:oq+GVuMZ62rmdPYrclAwpw==

f2769097 Location:

Summary Statistics: Min. 1.0; Valid 141.0; Mean 1.2553191489361701; StDev 0.7309900851306205; Max. 4.0

Variable Format: numeric

Notes: UNF:6:7vc/EoemiFC3GXmg2Q62tA==

f2769097 Location:

Summary Statistics: Min. 1.0; StDev 0.26813381714505824; Mean 1.0650069156293225; Max. 3.0; Valid 1446.0;

Variable Format: numeric

Notes: UNF:6:FmBRI7gKlYNBEbG+fenGIg==

f2769097 Location:

Summary Statistics: StDev 5.052956746115246; Valid 1360.0; Min. 1.0; Max. 39.0; Mean 4.722794117647061

Variable Format: numeric

Notes: UNF:6:cD0BZN5l2/folh98Sh21oA==

f2769097 Location: