Gendered Varietal and Trait Preferences of consumers, traders and processors in the Common Bean Value Chain in Uganda: Implications for Breeding (doi:10.7910/DVN/EARXXH)

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

Citation

Title:

Gendered Varietal and Trait Preferences of consumers, traders and processors in the Common Bean Value Chain in Uganda: Implications for Breeding

Identification Number:

doi:10.7910/DVN/EARXXH

Distributor:

Harvard Dataverse

Date of Distribution:

2024-12-19

Version:

1

Bibliographic Citation:

Nchanji, Eileen Bogweh; Lutomia, Cosmas Kweyu, 2024, "Gendered Varietal and Trait Preferences of consumers, traders and processors in the Common Bean Value Chain in Uganda: Implications for Breeding", https://doi.org/10.7910/DVN/EARXXH, Harvard Dataverse, V1, UNF:6:r3SUMSQEWqExCK9nqjpDiA== [fileUNF]

Study Description

Citation

Title:

Gendered Varietal and Trait Preferences of consumers, traders and processors in the Common Bean Value Chain in Uganda: Implications for Breeding

Identification Number:

doi:10.7910/DVN/EARXXH

Authoring Entity:

Nchanji, Eileen Bogweh (International Center for Tropical Agriculture - CIAT)

Lutomia, Cosmas Kweyu (International Center for Tropical Agriculture - CIAT)

Producer:

International Center for Tropical Agriculture

Distributor:

Harvard Dataverse

Distributor:

International Center for Tropical Agriculture

Access Authority:

Alliance Data Management

Depositor:

Alliance Data Management

Date of Deposit:

2024-11-15

Holdings Information:

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

Study Scope

Keywords:

Agricultural Sciences, Earth and Environmental Sciences, gender, breeding, value chain analysis, Africa, Crops for Nutrition and Health

Topic Classification:

participatory varietal selection

Abstract:

This study investigates the gendered varietal and trait preferences among consumers, traders, and processors within the common bean value chain in Uganda. The research aims to broaden the understanding of how gender and socioeconomic factors influence varietal preferences beyond the production stage, extending to other critical actors in the value chain. Key findings indicate that traits like fast cooking time, thick stew, good taste, and affordability are universally valued across all actor types. Additionally, the study explores the influence of traits such as disease resistance and marketability, revealing preferences that vary by gender and occupation. These findings highlight the importance of incorporating demand-led and gender-responsive preferences into breeding programs to enhance bean varietal adoption and food security outcomes. This study provides valuable insights to guide bean breeders in prioritizing traits that meet the needs of different actors in the value chain, ultimately supporting sustainable and inclusive agricultural development in Uganda. <br><br> Methodology:The study employed a mixed-methods approach to collect data on bean varietal and trait preferences among consumers, traders, and processors in Uganda. A purposive sampling strategy was used to select 75 traders, 21 processors, and 100 consumers across various districts. Data collection involved structured interviews and surveys, focusing on preferences for specific bean traits, including cooking time, taste, stew thickness, and resistance to disease. Descriptive statistics were applied to analyze the data, enabling a comparative analysis of trait preferences across different gender and occupational groups. This approach provided insights into the socio-economic and gender factors influencing bean variety adoption and use.

Country:

Uganda

Geographic Coverage:

Central and Eastern Uganda

Unit of Analysis:

The primary units of analysis for this dataset are individual actors within the bean value chain, specifically consumers, traders, and processors.

Universe:

The study population comprises consumers, traders, and processors engaged in the common bean value chain across various regions in Uganda. The universe includes individuals from diverse socio-economic and demographic backgrounds, representing different age groups, genders, and occupational roles within the bean market. This population was selected to provide insights into the gendered and demand-led varietal preferences for beans, with considerations for factors such as cooking qualities, taste, shelf life, and marketability. The study is focused on Ugandan individuals who play a role in influencing bean varietal adoption and demand through their preferences and purchasing decisions.

Kind of Data:

Quantitative Data

Kind of Data:

Survey Data

Kind of Data:

Socio-economic Data

Kind of Data:

Tools

Methodology and Processing

Type of Research Instrument:

The primary research instrument used in this study was a structured questionnaire designed for quantitative data collection. This instrument consisted of closed-ended questions with predefined response options, allowing for systematic data collection on trait preferences and socio-economic characteristics across different actors in the bean value chain. The structured format ensured consistency in responses, facilitating statistical analysis to identify patterns and differences in preferences by gender, occupation, and other demographics among consumers, traders, and processors.The primary research instrument used in this study was a structured questionnaire designed for quantitative data collection. This instrument consisted of closed-ended questions with predefined response options, allowing for systematic data collection on trait preferences and socio-economic characteristics across

Sources Statement

Data Access

Disclaimer:

<p>The Alliance of Bioversity International and CIAT (hereinafter "the Alliance"), its partners, and the data authors have exercised utmost care in collecting and compiling the data. However, the data is provided "as is" without any express or implied warranty. Neither the Alliance, its partners, the data authors, nor any relevant funding agencies shall be held liable for any actual, incidental, or consequential damages arising from the use of this data.</p> <p>By utilizing the Alliance Dataverse, users explicitly acknowledge that the data may contain nonconformities, defects, or errors. No warranty is provided that the data will meet users' needs or expectations, nor that all nonconformities, defects, or errors can or will be corrected.</p> <p>Users are responsible for verifying the accuracy and suitability of the data for their intended use. It is strongly recommended that users refer to related publications as a baseline for their analysis whenever possible. This practice serves as an additional safeguard against misinterpretation of the data. Related publications are listed in the metadata section of the respective Dataverse study.</p>

Other Study Description Materials

File Description--f10705005

File: 02a. Consumer Data.tab

  • Number of cases: 100

  • No. of variables per record: 49

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

Notes:

UNF:6:hIfdhF7kfpTU+BH3cm0MAA==

File Description--f10705004

File: 02b. Processors Data.tab

  • Number of cases: 21

  • No. of variables per record: 56

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

Notes:

UNF:6:DM+nSBaIuBuQIo8gIx1P0w==

File Description--f10705003

File: 02c. Traders Data.tab

  • Number of cases: 75

  • No. of variables per record: 58

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

Notes:

UNF:6:1fL6JtIHZbVtNABtxCPhJQ==

Variable Description

List of Variables:

Variables

Name of County/ District

f10705005 Location:

Value

Label

Frequency

Text

5.

Kampala

0

2.

Nakabango

26

1.

Nakasongola

11

3.

Rakai

26

4.

Wakiso

37

Summary Statistics: Max. 4.0; Min. 1.0; Mean 2.8899999999999997; Valid 100.0; StDev 1.0337242662266666

Variable Format: numeric

Notes: UNF:6:JrByJDaDrJUrAsUXcCns4Q==

Unique Household Identification number (HHID) #<font color='red'>This number sh

f10705005 Location:

Summary Statistics: Valid 100.0; Min. 2.0; Max. 170.0; Mean 85.87999999999992; StDev 45.58337460526633

Variable Format: numeric

Notes: UNF:6:/KCnjDcUjf1ybG2E7IYCdQ==

What type of bean enterprise are you involved in?

f10705005 Location:

Variable Format: character

Notes: UNF:6:ruNF7rtIy3usAhIzgrXuTw==

Respondent sex

f10705005 Location:

Value

Label

Frequency

Text

1.

male

21

0.

female

79

Summary Statistics: Mean 0.21000000000000002; Max. 1.0; StDev 0.40936018074033265; Valid 100.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:dwBqVBGTFyCfEDY63vWW/g==

Respondent age

f10705005 Location:

Summary Statistics: Max. 79.0; Valid 100.0; Mean 47.93; Min. 19.0; StDev 13.97996763048809

Variable Format: numeric

Notes: UNF:6:Lm10//reeyw0ZXaIjPhx2w==

Respondent’s Religion

f10705005 Location:

Variable Format: character

Notes: UNF:6:T5xx5VYE2st1JeG3pE9T1A==

Respondent type

f10705005 Location:

Value

Label

Frequency

Text

0.

Not been part of any PVS studies

18

1.

Previous participant in PVS studies;

82

Summary Statistics: Valid 100.0; Min. 0.0; Mean 0.8200000000000001; Max. 1.0; StDev 0.38612291966536844

Variable Format: numeric

Notes: UNF:6:3UMgq47sgoyFlH6w9vnqnQ==

Are you the household head?

f10705005 Location:

Value

Label

Frequency

Text

0.

No

46

1.

Yes

54

Summary Statistics: Max. 1.0; Mean 0.54; Valid 100.0; StDev 0.5009082659620332; Min. 0.0

Variable Format: numeric

Notes: UNF:6:gfZVrs3goTDz6U/fn2Z7dA==

Respondent marital status ?

f10705005 Location:

Value

Label

Frequency

Text

5.

Widowed

18

2.

Married

70

4.

Separated

8

1.

Never married

0

6.

Cohabiting

3

3.

Divorced

1

Summary Statistics: Max. 6.0; StDev 1.3261549188110968; Min. 2.0; Mean 2.83; Valid 100.0;

Variable Format: numeric

Notes: UNF:6:IB1pAqRmizRQmrvvg4V+YA==

Respondent education level ?

f10705005 Location:

Value

Label

Frequency

Text

7.

Adult education

0

3.

Secondary (A)

2

4.

Tertiary certificate

2

1.

Primary level

66

5.

Diploma

1

0.

No formal education

6

2.

Secondary (O)

22

6.

University

1

Summary Statistics: Max. 6.0; Min. 0.0; Valid 100.0; StDev 0.9142530206997331; Mean 1.35;

Variable Format: numeric

Notes: UNF:6:GhumhyQryiiSWs97sUOryg==

Respondent main occupation

f10705005 Location:

Value

Label

Frequency

Text

3.

Formal employment (with salary)

1

1.

Crop farming

88

5.

Commercial trader

4

6.

Processor

0

2.

Livestock farming

4

888.

Others, specify

0

4.

Off-farm employment (Petty trade, Bodaboda, Charcoal burning, brick making, etc.

3

Summary Statistics: Mean 1.3099999999999998; StDev 0.9502259167846846; Valid 100.0; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:me8e0wxX8JjIaYw7xa3aVw==

Are you in any group/association?

f10705005 Location:

Value

Label

Frequency

Text

1.

Yes

0

0.

No

0

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

Variable Format: numeric

Notes: UNF:6:0T1KizuK3Rm1lwFX8J0AwQ==

Total Household size

f10705005 Location:

Summary Statistics: StDev 3.6170751061088464; Min. 2.0; Mean 7.74; Max. 20.0; Valid 100.0;

Variable Format: numeric

Notes: UNF:6:QktuEqVcUGwCMYDqKcl4qQ==

b] Number of females <35

f10705005 Location:

Summary Statistics: Max. 12.0; Valid 100.0; StDev 2.1747866492364185; Mean 2.2399999999999993; Min. 0.0

Variable Format: numeric

Notes: UNF:6:a4GAhUUmfm1PXnOA8jqwFQ==

b] Number of females >35

f10705005 Location:

Summary Statistics: StDev 1.7383377640200375; Mean 1.7799999999999996; Valid 100.0; Max. 8.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Mx0/Vjne5xK5r8cgpdTUvQ==

c] Number of males <35

f10705005 Location:

Summary Statistics: Max. 11.0; StDev 1.9662557351884886; Valid 100.0; Min. 0.0; Mean 1.8499999999999992

Variable Format: numeric

Notes: UNF:6:LulKZZGIFU/iZOowwnP2Jw==

c] Number of males >35

f10705005 Location:

Summary Statistics: Mean 1.7200000000000006; StDev 1.809514695807534; Min. 0.0; Max. 9.0; Valid 100.0;

Variable Format: numeric

Notes: UNF:6:TYcsOavl/ONtB7/cfi2jAw==

1=consuming

f10705005 Location:

Summary Statistics: StDev 4.000643887570039; Min. 0.0; Valid 100.0; Mean 7.07; Max. 20.0

Variable Format: numeric

Notes: UNF:6:LU/IRX2CBW+2Raon8l115g==

2=trade

f10705005 Location:

Summary Statistics: Min. 0.0; StDev 1.1270772068953527; Mean 0.6800000000000003; Max. 6.0; Valid 100.0

Variable Format: numeric

Notes: UNF:6:POXuFK+ZKSwLjzkeeUhSSw==

3=Processing

f10705005 Location:

Summary Statistics: StDev 0.09999999999999994; Mean 0.009999999999999993; Min. 0.0; Max. 1.0; Valid 100.0

Variable Format: numeric

Notes: UNF:6:pX9cgb0tfHzc4m0utdXZrw==

4=breeding

f10705005 Location:

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

Variable Format: numeric

Notes: UNF:6:0T1KizuK3Rm1lwFX8J0AwQ==

Total land accessed (acres)

f10705005 Location:

Summary Statistics: Valid 100.0; Max. 145.0; StDev 14.716817398160789; Mean 5.40625; Min. 0.5

Variable Format: numeric

Notes: UNF:6:JLNzJNFIa/Nuv/MrCoI5pQ==

Natural log of land acccessed

f10705005 Location:

Summary Statistics: Min. -0.6931471824645996; Valid 100.0; Max. 4.976733684539795; StDev 0.9965914576368347; Mean 1.0019334372878077;

Variable Format: numeric

Notes: UNF:6:ogwUHl94G/+pOGJ6lh8+yA==

Owned (acres)

f10705005 Location:

Summary Statistics: StDev 14.748020540007534; Valid 100.0; Max. 145.0; Mean 4.767499999999997; Min. 0.0

Variable Format: numeric

Notes: UNF:6:5xofrS5njb5za817lmYyOw==

Rented in (acres)

f10705005 Location:

Summary Statistics: Valid 100.0; Max. 8.0; Min. 0.0; Mean 0.32749999999999996; StDev 1.0454899532870912

Variable Format: numeric

Notes: UNF:6:b56rliGaHfrI0Q2WNCBm7A==

Rented out (acres)

f10705005 Location:

Summary Statistics: Valid 100.0; StDev 0.42211588240886855; Max. 3.0; Mean 0.059999999999999956; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:zPG0Z2bxMNqEJMsWklHz6Q==

Borrowed (acres)

f10705005 Location:

Summary Statistics: Mean 0.17625000000000024; StDev 0.7697514930879388; Valid 100.0; Max. 7.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:HFJ68aAXZh2WYx0OAplM0A==

Land allocated to beans (acres)

f10705005 Location:

Summary Statistics: StDev 0.550561557555447; Mean 0.6259500003606081; Valid 100.0; Max. 3.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:sZVMGcVyKHJAXEhMi3qxKg==

Did acreage under bean change in the last 4 years?

f10705005 Location:

Value

Label

Frequency

Text

0.

No

37

1.

Yes

63

Summary Statistics: Max. 1.0; Mean 0.6300000000000001; StDev 0.4852365870939098; Valid 100.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:MwXvctF8UTXHV1u/2zwXLQ==

What was the main reason for change in area under beans?

f10705005 Location:

Value

Label

Frequency

Text

4.

Borrowed more land else where

1

6.

Was discouraged by market price

1

7.

High price

3

5.

Was discouraged by weather

16

8.

Labour unvailability/expensive

7

1.

Have small land

15

3.

Rented more land else where

5

2.

It is what I was allocated

1

99.

Other

14

Summary Statistics: Mean 25.15873015873016; Min. 1.0; Valid 63.0; Max. 99.0; StDev 39.84818219402168

Variable Format: numeric

Notes: UNF:6:PQU2k1tNZrZfm73BjRcXVA==

Who was responsible for land allocation for beans

f10705005 Location:

Value

Label

Frequency

Text

2.

Spouse

2

888.

Others

3

4.

Children

0

1.

Myself

77

3.

Both

18

Summary Statistics: Mean 27.98999999999999; Max. 888.0; Valid 100.0; StDev 152.00794071496392; Min. 1.0

Variable Format: numeric

Notes: UNF:6:6t7KA+HQ4rcamooJl05XFg==

To what extent is the female spouse responsible for land allocation?

f10705005 Location:

Value

Label

Frequency

Text

3.

Large extent

2

1.

Small extent

1

2.

Medium extent

15

Summary Statistics: Min. 1.0; Max. 3.0; Mean 2.0555555555555554; StDev 0.4161761818978652; Valid 18.0;

Variable Format: numeric

Notes: UNF:6:VebuCNHmfZAm7gl2fBg4eg==

Who was responsible for land allocation for beans

f10705005 Location:

Variable Format: character

Notes: UNF:6:k/YuzHVBniwa8h6WTx8PvQ==

ID of bean consumed

f10705005 Location:

Summary Statistics: Valid 100.0; Max. 888.0; Mean 62.28000000000002; StDev 190.57139387016127; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:dggqBE4L1A0dfg8U/+118w==

Name of other bean variety

f10705005 Location:

Variable Format: character

Notes: UNF:6:yw7eaPerq72AvAElC67+Aw==

Name bean variety consumed

f10705005 Location:

Variable Format: character

Notes: UNF:6:+qSbsHaJuVRBahHCFve4rg==

Why do you consume variety ${bn_consume_name}?

f10705005 Location:

Variable Format: character

Notes: UNF:6:8TAhiazz9AarWsQ4ivMxGA==

Reason 1 for consuming the bean variety

f10705005 Location:

Value

Label

Frequency

Text

12.

Longer shelf life

0

7.

Low flatulence

1

13.

Palatable/tastes good

11

3.

Right seed size

0

8.

Less time to cook

16

1.

Affordable market price

6

5.

Taste

17

888.

Others, please specify

3

2.

Thick stew

41

6.

It swells

1

11.

Resistance to bean weevils

0

4.

Seed colour

3

10.

Soft and not rough

1

9.

Stays whole after cooking

0

Summary Statistics: Min. 1.0; Mean 31.430000000000017; Valid 100.0; Max. 888.0; StDev 151.44284216972576;

Variable Format: numeric

Notes: UNF:6:vFiTzeMNOx7eLmEawGKmJA==

Reason 2 for consuming the bean variety

f10705005 Location:

Value

Label

Frequency

Text

10.

Soft and not rough

10

12.

Longer shelf life

0

5.

Taste

20

1.

Affordable market price

0

6.

It swells

6

2.

Thick stew

1

13.

Palatable/tastes good

14

8.

Less time to cook

17

11.

Resistance to bean weevils

1

4.

Seed colour

7

3.

Right seed size

1

7.

Low flatulence

0

9.

Stays whole after cooking

0

888.

Others, please specify

5

Summary Statistics: Max. 888.0; StDev 211.94589908112883; Valid 82.0; Mean 61.439024390243866; Min. 2.0

Variable Format: numeric

Notes: UNF:6:KrPeMdg30ThKzzVxX7EXpQ==

Reason 3 for consuming the bean variety

f10705005 Location:

Value

Label

Frequency

Text

888.

Others, please specify

2

4.

Seed colour

1

8.

Less time to cook

15

12.

Longer shelf life

0

7.

Low flatulence

4

9.

Stays whole after cooking

1

3.

Right seed size

0

11.

Resistance to bean weevils

1

2.

Thick stew

0

10.

Soft and not rough

10

1.

Affordable market price

0

6.

It swells

3

13.

Palatable/tastes good

8

5.

Taste

2

Summary Statistics: Valid 47.0; Min. 4.0; StDev 179.36222194347263; Max. 888.0; Mean 46.382978723404264

Variable Format: numeric

Notes: UNF:6:juNELZbUiNwHZqJv2WrIvQ==

Reason 4 for consuming the bean variety

f10705005 Location:

Value

Label

Frequency

Text

888.

Others, please specify

2

13.

Palatable/tastes good

8

4.

Seed colour

0

1.

Affordable market price

0

3.

Right seed size

0

2.

Thick stew

0

8.

Less time to cook

4

5.

Taste

1

11.

Resistance to bean weevils

1

10.

Soft and not rough

1

12.

Longer shelf life

0

7.

Low flatulence

0

9.

Stays whole after cooking

1

6.

It swells

0

Summary Statistics: Max. 888.0; Min. 5.0; Mean 108.16666666666669; StDev 283.7171851976376; Valid 18.0;

Variable Format: numeric

Notes: UNF:6:w7rEn/s7EBAuiqSlnWfZ0g==

Reason 5 for consuming the bean variety

f10705005 Location:

Value

Label

Frequency

Text

888.

Others, please specify

1

2.

Thick stew

0

13.

Palatable/tastes good

1

4.

Seed colour

0

3.

Right seed size

0

10.

Soft and not rough

1

8.

Less time to cook

1

7.

Low flatulence

0

11.

Resistance to bean weevils

0

12.

Longer shelf life

0

6.

It swells

0

1.

Affordable market price

0

5.

Taste

0

9.

Stays whole after cooking

0

Summary Statistics: Mean 229.75; Min. 8.0; Valid 4.0; StDev 438.8381440425008; Max. 888.0;

Variable Format: numeric

Notes: UNF:6:nR01XBzrEY1ppbSIgbh78w==

Reason 6 for consuming the bean variety

f10705005 Location:

Value

Label

Frequency

Text

12.

Longer shelf life

0

2.

Thick stew

0

4.

Seed colour

0

888.

Others, please specify

0

7.

Low flatulence

0

10.

Soft and not rough

1

3.

Right seed size

0

9.

Stays whole after cooking

0

1.

Affordable market price

0

6.

It swells

0

11.

Resistance to bean weevils

0

8.

Less time to cook

0

13.

Palatable/tastes good

0

5.

Taste

0

Summary Statistics: Mean 10.0; Min. 10.0; StDev 0.0; Max. 10.0; Valid 1.0

Variable Format: numeric

Notes: UNF:6:ZwyKrc4/1gzovl7HWhksRg==

Why do you consume variety ${bn_consume_name}?

f10705005 Location:

Variable Format: character

Notes: UNF:6:ixpP4ZiwMEJiss/4deS7wQ==

Number of meals of beans are eaten per week?

f10705005 Location:

Summary Statistics: Valid 100.0; StDev 2.3613897637115353; Mean 3.8600000000000003; Min. 0.0; Max. 14.0;

Variable Format: numeric

Notes: UNF:6:zCZpWkUKSbBdse3UvOX3Rg==

Quantity of beans consumed (kg) per meal

f10705005 Location:

Summary Statistics: StDev 0.4180582821482279; Mean 0.8850000000000001; Valid 100.0; Min. 0.0; Max. 2.0

Variable Format: numeric

Notes: UNF:6:w6HbJ7BzXjkfs3caRn91fg==

Education level

f10705005 Location:

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

Variable Format: numeric

Notes: UNF:6:0T1KizuK3Rm1lwFX8J0AwQ==

Education level

f10705005 Location:

Value

Label

Frequency

Text

0.

No formal education

6

2.

Secondary or higher

28

1.

Primary

66

Summary Statistics: Mean 1.22; StDev 0.5427204202399746; Min. 0.0; Max. 2.0; Valid 100.0;

Variable Format: numeric

Notes: UNF:6:NklT/7Oi/KT3vd+wbXkMbA==

Primary occupation

f10705005 Location:

Value

Label

Frequency

Text

1.

Farmin

92

2.

Off-farm emplyment

8

Summary Statistics: StDev 0.2726599243442908; Mean 1.08; Min. 1.0; Valid 100.0; Max. 2.0

Variable Format: numeric

Notes: UNF:6:oztUI/CM6D/Um7Xq+ETE2A==

Name of County/ District

f10705004 Location:

Value

Label

Frequency

Text

1.

Nakasongola

1

5.

Kampala

1

3.

Rakai

13

4.

Wakiso

2

2.

Nakabango

4

Summary Statistics: Min. 1.0; Mean 2.9047619047619047; StDev 0.8309489698388165; Max. 5.0; Valid 21.0;

Variable Format: numeric

Notes: UNF:6:WGYZoaNo9vDsgfBNk37UQg==

Unique Household Identification number (HHID) #<font color='red'>This number sh

f10705004 Location:

Summary Statistics: Mean 23.0; Max. 96.0; Valid 21.0; Min. 1.0; StDev 25.598828098176682;

Variable Format: numeric

Notes: UNF:6:yEMBlfyJDAVyruBhVN8Lvg==

What type of bean enterprise are you involved in?

f10705004 Location:

Variable Format: character

Notes: UNF:6:YB8lgtJG3kqaxRmGVVQzng==

Respondent sex

f10705004 Location:

Value

Label

Frequency

Text

0.

female

1

1.

male

20

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.9523809523809523; Valid 21.0; StDev 0.21821789023599245

Variable Format: numeric

Notes: UNF:6:PCYpMslmPt7CKPW+qVDWxA==

Respondent age

f10705004 Location:

Summary Statistics: Min. 18.0; Max. 45.0; Valid 21.0; Mean 25.095238095238095; StDev 6.825721660782557

Variable Format: numeric

Notes: UNF:6:WjojVo78vADTcsKL1/65GA==

Respondent’s Religion

f10705004 Location:

Variable Format: character

Notes: UNF:6:t3BjqzcDYtxBmLLXDq7lPQ==

Respondent type

f10705004 Location:

Value

Label

Frequency

Text

0.

Not been part of any PVS studies

20

1.

Previous participant in PVS studies;

1

Summary Statistics: Max. 1.0; StDev 0.21821789023599242; Min. 0.0; Valid 21.0; Mean 0.04761904761904761

Variable Format: numeric

Notes: UNF:6:Etr2NLgooF4lGPYV/rnhMA==

Are you the household head?

f10705004 Location:

Value

Label

Frequency

Text

1.

Yes

15

0.

No

6

Summary Statistics: Max. 1.0; Mean 0.7142857142857143; StDev 0.46291004988627577; Valid 21.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:dwKS0rggQF0oOapfFFo/Jw==

Respondent marital status ?

f10705004 Location:

Value

Label

Frequency

Text

2.

Married

11

3.

Divorced

0

5.

Widowed

0

4.

Separated

0

6.

Cohabiting

1

1.

Never married

9

Summary Statistics: StDev 1.0910894511799623; Mean 1.7619047619047619; Min. 1.0; Max. 6.0; Valid 21.0;

Variable Format: numeric

Notes: UNF:6:dUkMnVe2KouxpeNOFnRY2g==

Respondent education level ?

f10705004 Location:

Value

Label

Frequency

Text

3.

Secondary (A)

0

7.

Adult education

0

1.

Primary level

17

2.

Secondary (O)

3

0.

No formal education

0

5.

Diploma

0

4.

Tertiary certificate

0

6.

University

1

Summary Statistics: StDev 1.1169686869465263; Min. 1.0; Mean 1.380952380952381; Valid 21.0; Max. 6.0

Variable Format: numeric

Notes: UNF:6:ZTz/kUtsfnFe1p+Up0h8/w==

Respondent main occupation

f10705004 Location:

Value

Label

Frequency

Text

1.

Crop farming

1

6.

Processor

10

888.

Others, specify

0

4.

Off-farm employment (Petty trade, Bodaboda, Charcoal burning, brick making, etc.

6

5.

Commercial trader

1

2.

Livestock farming

0

3.

Formal employment (with salary)

3

Summary Statistics: Mean 4.714285714285714; StDev 1.4540583599999397; Min. 1.0; Valid 21.0; Max. 6.0;

Variable Format: numeric

Notes: UNF:6:62M9taBxBS6LM8Ic/sI8Rw==

Are you in any group/association?

f10705004 Location:

Value

Label

Frequency

Text

0.

No

0

1.

Yes

0

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

Variable Format: numeric

Notes: UNF:6:x3I/oeASeXXknmLnU9tTkg==

Total Household size

f10705004 Location:

Summary Statistics: Valid 21.0; Mean 2.8571428571428568; StDev 2.1745278633697542; Min. 1.0; Max. 10.0;

Variable Format: numeric

Notes: UNF:6:3rb+dpZMcP2DaJ90ja8lPQ==

b] Number of females <35

f10705004 Location:

Summary Statistics: Mean 0.8571428571428571; StDev 0.9636241116594315; Max. 3.0; Min. 0.0; Valid 21.0;

Variable Format: numeric

Notes: UNF:6:X+7Y3dGxGxGOp9iK9rzp+w==

b] Number of females >35

f10705004 Location:

Summary Statistics: StDev 1.20909253653505; Mean 0.4761904761904761; Max. 4.0; Min. 0.0; Valid 21.0

Variable Format: numeric

Notes: UNF:6:Ly9tBje99YOON1SIr54PDQ==

c] Number of males <35

f10705004 Location:

Summary Statistics: Valid 21.0; Min. 0.0; Mean 0.7619047619047619; Max. 2.0; StDev 0.7003400534570262;

Variable Format: numeric

Notes: UNF:6:5YHEKE4tcd7y4DCQil9JWg==

c] Number of males >35

f10705004 Location:

Summary Statistics: Mean 0.7619047619047619; Min. 0.0; StDev 1.0910894511799618; Max. 4.0; Valid 21.0

Variable Format: numeric

Notes: UNF:6:wA/MJTPys1+zmZHAZqy+iA==

1=consuming

f10705004 Location:

Summary Statistics: StDev 2.119074371152695; Min. 1.0; Valid 21.0; Max. 10.0; Mean 2.761904761904762

Variable Format: numeric

Notes: UNF:6:VFfGM2i5hY/kxfzxNC5Lgw==

2=trade

f10705004 Location:

Summary Statistics: Valid 21.0; Mean 0.23809523809523808; Max. 1.0; StDev 0.4364357804719847; Min. 0.0

Variable Format: numeric

Notes: UNF:6:yx6VY632cq/NaBWGhJeYlg==

3=Processing

f10705004 Location:

Summary Statistics: Min. 0.0; Mean 0.9523809523809523; StDev 0.5895922723535711; Valid 21.0; Max. 2.0

Variable Format: numeric

Notes: UNF:6:49ZMINVhbfwBf/GIz72QnA==

4=breeding

f10705004 Location:

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

Variable Format: numeric

Notes: UNF:6:x3I/oeASeXXknmLnU9tTkg==

Total land accessed (acres)

f10705004 Location:

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

Variable Format: numeric

Notes: UNF:6:x3I/oeASeXXknmLnU9tTkg==

Natural log of total land accessed

f10705004 Location:

Summary Statistics: Valid 21.0; Max. 0.0; Min. 0.0; Mean 0.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:bNPqAAi1RV2HKsD3BkUn2A==

Owned (acres)

f10705004 Location:

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

Variable Format: numeric

Notes: UNF:6:x3I/oeASeXXknmLnU9tTkg==

Rented in (acres)

f10705004 Location:

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

Variable Format: numeric

Notes: UNF:6:x3I/oeASeXXknmLnU9tTkg==

Rented out (acres)

f10705004 Location:

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

Variable Format: numeric

Notes: UNF:6:x3I/oeASeXXknmLnU9tTkg==

Borrowed (acres)

f10705004 Location:

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

Variable Format: numeric

Notes: UNF:6:x3I/oeASeXXknmLnU9tTkg==

Land allocated to beans (acres)

f10705004 Location:

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

Variable Format: numeric

Notes: UNF:6:x3I/oeASeXXknmLnU9tTkg==

Did acreage under bean change in the last 4 years?

f10705004 Location:

Value

Label

Frequency

Text

0.

No

0

1.

Yes

0

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

Variable Format: numeric

Notes: UNF:6:x3I/oeASeXXknmLnU9tTkg==

What was the main reason for change in area under beans?

f10705004 Location:

Value

Label

Frequency

Text

7.

High price

0

2.

It is what I was allocated

0

5.

Was discouraged by weather

0

99.

Other

0

1.

Have small land

0

4.

Borrowed more land else where

0

6.

Was discouraged by market price

0

8.

Labour unvailability/expensive

0

3.

Rented more land else where

0

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

Variable Format: numeric

Notes: UNF:6:x3I/oeASeXXknmLnU9tTkg==

Who was responsible for land allocation for beans

f10705004 Location:

Value

Label

Frequency

Text

4.

Children

0

2.

Spouse

0

3.

Both

0

888.

Others

0

1.

Myself

0

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

Variable Format: numeric

Notes: UNF:6:x3I/oeASeXXknmLnU9tTkg==

To what extent is the female spouse responsible for land allocation?

f10705004 Location:

Value

Label

Frequency

Text

2.

Medium extent

0

1.

Small extent

0

3.

Large extent

0

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

Variable Format: numeric

Notes: UNF:6:x3I/oeASeXXknmLnU9tTkg==

Who was responsible for land allocation for beans

f10705004 Location:

Variable Format: character

Notes: UNF:6:x3I/oeASeXXknmLnU9tTkg==

Bean ID processed

f10705004 Location:

Variable Format: character

Notes: UNF:6:bEx91V1ppREaUGwUvnCXkQ==

Name of other bean variety

f10705004 Location:

Variable Format: character

Notes: UNF:6:PwUgsFfxuSEb2R0gfFCJ6Q==

Name of bean variety processed

f10705004 Location:

Variable Format: character

Notes: UNF:6:5bxxG2EoJyO0P8LeGR3hVQ==

Why do you process variety ${bn_process_name}?

f10705004 Location:

Variable Format: character

Notes: UNF:6:yB6xga6USBf3g/2zYM8qKA==

Reason 1 why you process the bean variety

f10705004 Location:

Value

Label

Frequency

Text

4.

Size

0

12.

Longer shelf life

0

11.

Resistance to bean weevils

0

1.

Price

6

2.

Taste

14

5.

Flatulence

0

3.

Color

0

888.

Others, please specify

1

Summary Statistics: Max. 888.0; StDev 193.4070590133423; Valid 21.0; Min. 1.0; Mean 43.90476190476189

Variable Format: numeric

Notes: UNF:6:EhefcOzubCk2DdbibjRdjw==

Reason 2 why you process the bean variety

f10705004 Location:

Value

Label

Frequency

Text

12.

Longer shelf life

0

4.

Size

1

2.

Taste

5

888.

Others, please specify

4

11.

Resistance to bean weevils

1

5.

Flatulence

0

1.

Price

0

3.

Color

3

Summary Statistics: Valid 14.0; Mean 256.14285714285717; Max. 888.0; Min. 2.0; StDev 414.71322012332206

Variable Format: numeric

Notes: UNF:6:JkDTqqZWXX8gMg9SFgFiVg==

Reason 3 why you process the bean variety

f10705004 Location:

Value

Label

Frequency

Text

11.

Resistance to bean weevils

0

888.

Others, please specify

2

3.

Color

1

1.

Price

0

12.

Longer shelf life

1

5.

Flatulence

0

4.

Size

1

2.

Taste

0

Summary Statistics: Min. 3.0; StDev 482.9213186431098; Mean 359.0; Max. 888.0; Valid 5.0

Variable Format: numeric

Notes: UNF:6:ckskMYYNM2bZgWHZSCEXOQ==

Reason 4 why you process the bean variety

f10705004 Location:

Value

Label

Frequency

Text

1.

Price

0

4.

Size

0

888.

Others, please specify

0

12.

Longer shelf life

0

3.

Color

0

11.

Resistance to bean weevils

0

2.

Taste

0

5.

Flatulence

1

Summary Statistics: Max. 5.0; Valid 1.0; Mean 5.0; Min. 5.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:NPxiNL39mOYa6dd9JveVKQ==

Why do you process variety ${bn_process_name}?

f10705004 Location:

Variable Format: character

Notes: UNF:6:RYwh9g2RrLTPFjH7s4KmMA==

What products do you make from the bean these varieties?

f10705004 Location:

Value

Label

Frequency

Text

1.

Boiled beans

21

Summary Statistics: Max. 1.0; Min. 1.0; Mean 1.0; StDev 0.0; Valid 21.0;

Variable Format: numeric

Notes: UNF:6:jHgjrp1r6wn2d9utuACMRQ==

What products do you make from the bean these varieties?

f10705004 Location:

Variable Format: character

Notes: UNF:6:x3I/oeASeXXknmLnU9tTkg==

Where do you sell your bean products? First

f10705004 Location:

Variable Format: character

Notes: UNF:6:+6UMD/uNXZogyvRm0B79Kw==

Where do you sell your bean products? Second

f10705004 Location:

Variable Format: character

Notes: UNF:6:5zWnkV64mGoZhVgSqO+plw==

Trait preferences- variety ${bn_process_name}?

f10705004 Location:

Variable Format: character

Notes: UNF:6:4+k+21ds4IK11/fHgrWuqg==

First trait difference preferred

f10705004 Location:

Value

Label

Frequency

Text

7.

Low flatulence

0

4.

Seed colour

2

6.

It swells

0

9.

Stays whole after cooking

0

2.

Thick stew

14

13.

Palatable/tastes good

0

10.

Soft and not rough

0

11.

Resistance to bean weevils

0

5.

Taste

1

12.

Longer shelf life

0

1.

Affordable market price

4

8.

Less time to cook

0

3.

Right seed size

0

888.

Others, please specify

0

Summary Statistics: StDev 1.01418510567422; Valid 21.0; Min. 1.0; Max. 5.0; Mean 2.142857142857143;

Variable Format: numeric

Notes: UNF:6:NyJ9AG4/2WTPBL63+9s08g==

Second trait difference preferred

f10705004 Location:

Value

Label

Frequency

Text

1.

Affordable market price

0

12.

Longer shelf life

0

6.

It swells

1

9.

Stays whole after cooking

0

2.

Thick stew

2

10.

Soft and not rough

0

5.

Taste

8

11.

Resistance to bean weevils

0

7.

Low flatulence

0

4.

Seed colour

2

3.

Right seed size

0

8.

Less time to cook

2

888.

Others, please specify

0

13.

Palatable/tastes good

1

Summary Statistics: Mean 5.4375; Min. 2.0; StDev 2.5811818998280613; Valid 16.0; Max. 13.0

Variable Format: numeric

Notes: UNF:6:fV1Y8Rq6anGQUWTGujvmyw==

Third cond trait difference preferred

f10705004 Location:

Value

Label

Frequency

Text

4.

Seed colour

0

10.

Soft and not rough

0

3.

Right seed size

0

8.

Less time to cook

3

2.

Thick stew

0

7.

Low flatulence

0

12.

Longer shelf life

1

1.

Affordable market price

0

11.

Resistance to bean weevils

0

13.

Palatable/tastes good

2

6.

It swells

4

888.

Others, please specify

0

5.

Taste

2

9.

Stays whole after cooking

0

Summary Statistics: Min. 5.0; StDev 3.0151134457776365; Max. 13.0; Valid 12.0; Mean 8.0

Variable Format: numeric

Notes: UNF:6:qo/fw+YzcRBLY4ZaxSrxmw==

Fourth trait difference preferred

f10705004 Location:

Value

Label

Frequency

Text

6.

It swells

1

12.

Longer shelf life

0

4.

Seed colour

0

13.

Palatable/tastes good

0

1.

Affordable market price

0

3.

Right seed size

0

8.

Less time to cook

2

11.

Resistance to bean weevils

0

5.

Taste

0

888.

Others, please specify

1

10.

Soft and not rough

0

9.

Stays whole after cooking

0

2.

Thick stew

0

7.

Low flatulence

0

Summary Statistics: Valid 4.0; StDev 440.3343426685379; Mean 227.5; Max. 888.0; Min. 6.0

Variable Format: numeric

Notes: UNF:6:kIegHDfBQXYvcYLyiWcdQQ==

Fifth trait difference preferred

f10705004 Location:

Value

Label

Frequency

Text

12.

Longer shelf life

0

6.

It swells

0

3.

Right seed size

0

7.

Low flatulence

0

4.

Seed colour

0

2.

Thick stew

0

9.

Stays whole after cooking

0

11.

Resistance to bean weevils

0

10.

Soft and not rough

0

13.

Palatable/tastes good

0

5.

Taste

0

8.

Less time to cook

1

888.

Others, please specify

0

1.

Affordable market price

0

Summary Statistics: Valid 1.0; Min. 8.0; Mean 8.0; StDev 0.0; Max. 8.0;

Variable Format: numeric

Notes: UNF:6:qAT7ivoBtGCqN1h5uuxX4A==

Sixth trait difference preferred

f10705004 Location:

Value

Label

Frequency

Text

8.

Less time to cook

0

2.

Thick stew

0

7.

Low flatulence

0

3.

Right seed size

0

6.

It swells

0

13.

Palatable/tastes good

0

10.

Soft and not rough

1

11.

Resistance to bean weevils

0

4.

Seed colour

0

12.

Longer shelf life

0

888.

Others, please specify

0

5.

Taste

0

1.

Affordable market price

0

9.

Stays whole after cooking

0

Summary Statistics: Valid 1.0; Max. 10.0; StDev 0.0; Mean 10.0; Min. 10.0

Variable Format: numeric

Notes: UNF:6:GUFGAK72fEKY5ZUF2TuQjg==

Trait preferences- variety ${bn_process_name}?

f10705004 Location:

Variable Format: character

Notes: UNF:6:v81CxQ8dHDne3mA+yFSVEQ==

Education level

f10705004 Location:

Value

Label

Frequency

Text

1.

Primary

17

2.

Secondary or higher

4

0.

No formal education

0

Summary Statistics: Valid 21.0; StDev 0.40237390808147827; Mean 1.1904761904761905; Max. 2.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:DQ70LiNLj1kzQTv2XGt6QA==

Primary occupation

f10705004 Location:

Value

Label

Frequency

Text

1.

Farmin

1

2.

Off-farm emplyment

20

Summary Statistics: StDev 0.21821789023599245; Valid 21.0; Mean 1.9523809523809523; Max. 2.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:Sz9VJlaVe0g7q0HWoVO6Cw==

Name of County/ District

f10705003 Location:

Value

Label

Frequency

Text

5.

Kampala

11

4.

Wakiso

18

2.

Nakabango

3

1.

Nakasongola

10

3.

Rakai

33

Summary Statistics: Mean 3.2266666666666666; Max. 5.0; Min. 1.0; StDev 1.169122254876216; Valid 75.0

Variable Format: numeric

Notes: UNF:6:G0XxosczLHmIDuvG1dt+/Q==

Unique Household Identification number (HHID) #<font color='red'>This number sh

f10705003 Location:

Summary Statistics: Mean 50.22666666666665; Min. 1.0; Max. 95.0; StDev 25.92117642753483; Valid 75.0

Variable Format: numeric

Notes: UNF:6:wc1E9hKkHH0Zvr6219oCbw==

What type of bean enterprise are you involved in?

f10705003 Location:

Variable Format: character

Notes: UNF:6:25tTXxwPfnMkDDsV9iFdhA==

Respondent sex

f10705003 Location:

Value

Label

Frequency

Text

0.

female

40

1.

male

35

Summary Statistics: Mean 0.4666666666666666; Valid 75.0; Min. 0.0; Max. 1.0; StDev 0.5022472023339227

Variable Format: numeric

Notes: UNF:6:C3QgYvtd2O5MQ+/4FmUUjg==

Respondent age

f10705003 Location:

Summary Statistics: StDev 11.048492620678589; Max. 65.0; Mean 34.72; Min. 18.0; Valid 75.0;

Variable Format: numeric

Notes: UNF:6:qsXlsZoBL8AhC53pNrPuIQ==

Respondent’s Religion

f10705003 Location:

Variable Format: character

Notes: UNF:6:JypzNRhPbeWs5rCHXuLOkw==

Respondent type

f10705003 Location:

Value

Label

Frequency

Text

0.

Not been part of any PVS studies

75

1.

Previous participant in PVS studies;

0

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

Variable Format: numeric

Notes: UNF:6:dPWSYa7DzrSAIn6bRHzSdA==

Are you the household head?

f10705003 Location:

Value

Label

Frequency

Text

0.

No

36

1.

Yes

39

Summary Statistics: Max. 1.0; Mean 0.52; Min. 0.0; StDev 0.5029641865709455; Valid 75.0

Variable Format: numeric

Notes: UNF:6:amqikE6HEcVBknFeGbq7xg==

Respondent marital status ?

f10705003 Location:

Value

Label

Frequency

Text

4.

Separated

2

6.

Cohabiting

1

5.

Widowed

4

1.

Never married

22

3.

Divorced

0

2.

Married

46

Summary Statistics: Valid 75.0; Min. 1.0; Mean 1.9733333333333332; Max. 6.0; StDev 1.0523247537653893;

Variable Format: numeric

Notes: UNF:6:4qCamsK+Sj+bkDb0gVr8fg==

Respondent education level ?

f10705003 Location:

Value

Label

Frequency

Text

3.

Secondary (A)

10

7.

Adult education

0

6.

University

9

0.

No formal education

0

2.

Secondary (O)

24

4.

Tertiary certificate

11

5.

Diploma

3

1.

Primary level

18

Summary Statistics: Max. 6.0; Min. 1.0; Mean 2.7866666666666666; Valid 75.0; StDev 1.6299007873415414

Variable Format: numeric

Notes: UNF:6:hfkI0vWaMKEEynpqDrr6FA==

Respondent main occupation

f10705003 Location:

Value

Label

Frequency

Text

6.

Processor

0

1.

Crop farming

7

3.

Formal employment (with salary)

16

5.

Commercial trader

42

2.

Livestock farming

0

888.

Others, specify

6

4.

Off-farm employment (Petty trade, Bodaboda, Charcoal burning, brick making, etc.

4

Summary Statistics: Min. 1.0; Valid 75.0; Mean 74.78666666666669; StDev 241.42176245605398; Max. 888.0;

Variable Format: numeric

Notes: UNF:6:mT97lpMY6DmdLplTzzT74g==

Are you in any group/association?

f10705003 Location:

Value

Label

Frequency

Text

0.

No

57

1.

Yes

18

Summary Statistics: Min. 0.0; Mean 0.23999999999999996; Valid 75.0; StDev 0.4299591432506874; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:m55WM7//nKwU8P2TzBCxUA==

Total Household size

f10705003 Location:

Summary Statistics: Min. 1.0; Valid 75.0; StDev 2.817384896966982; Mean 5.146666666666666; Max. 15.0

Variable Format: numeric

Notes: UNF:6:fuTisQ3kQM6YljhfyjfLQA==

b] Number of females <35

f10705003 Location:

Summary Statistics: Mean 1.2400000000000009; Min. 0.0; Valid 75.0; Max. 8.0; StDev 1.4689580789926704

Variable Format: numeric

Notes: UNF:6:brkSCpSNgP/fZBDVYv84HA==

b] Number of females >35

f10705003 Location:

Summary Statistics: StDev 1.5627418731710505; Mean 1.4799999999999995; Max. 6.0; Valid 75.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Oz9ixRqRFd1PCnAVIfIQoA==

c] Number of males <35

f10705003 Location:

Summary Statistics: Min. 0.0; Mean 1.1866666666666663; Valid 75.0; StDev 1.193375106219392; Max. 6.0

Variable Format: numeric

Notes: UNF:6:I9L6JXxrG6bnjMUqcIiL4Q==

c] Number of males >35

f10705003 Location:

Summary Statistics: StDev 1.1854979567276385; Valid 75.0; Min. 0.0; Max. 5.0; Mean 1.2000000000000002;

Variable Format: numeric

Notes: UNF:6:JmbXyNbYGEyHbpxI7yWsEA==

1=consuming

f10705003 Location:

Summary Statistics: Max. 14.0; StDev 2.7699806484509595; Min. 1.0; Valid 75.0; Mean 4.613333333333333;

Variable Format: numeric

Notes: UNF:6:1Wt9BSq75NRv0kXy1GzPIw==

2=trade

f10705003 Location:

Summary Statistics: Mean 1.4533333333333336; Valid 75.0; Max. 6.0; StDev 0.8744625118806892; Min. 0.0

Variable Format: numeric

Notes: UNF:6:ruGhKEMMy0WunOLe5F68vg==

3=Processing

f10705003 Location:

Summary Statistics: StDev 0.2309401076758505; Max. 2.0; Min. 0.0; Valid 75.0; Mean 0.02666666666666669

Variable Format: numeric

Notes: UNF:6:cSxO4SEz9n0WYixLtaQ4nA==

4=breeding

f10705003 Location:

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

Variable Format: numeric

Notes: UNF:6:G+4uLPvIJ6SOUch/PmJlLQ==

Total land accessed (acres)

f10705003 Location:

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

Variable Format: numeric

Notes: UNF:6:G+4uLPvIJ6SOUch/PmJlLQ==

Natural log of total land accessed

f10705003 Location:

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

Variable Format: numeric

Notes: UNF:6:dPWSYa7DzrSAIn6bRHzSdA==

Owned (acres)

f10705003 Location:

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

Variable Format: numeric

Notes: UNF:6:G+4uLPvIJ6SOUch/PmJlLQ==

Rented in (acres)

f10705003 Location:

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

Variable Format: numeric

Notes: UNF:6:G+4uLPvIJ6SOUch/PmJlLQ==

Rented out (acres)

f10705003 Location:

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

Variable Format: numeric

Notes: UNF:6:G+4uLPvIJ6SOUch/PmJlLQ==

Borrowed (acres)

f10705003 Location:

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

Variable Format: numeric

Notes: UNF:6:G+4uLPvIJ6SOUch/PmJlLQ==

Land allocated to beans (acres)

f10705003 Location:

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

Variable Format: numeric

Notes: UNF:6:G+4uLPvIJ6SOUch/PmJlLQ==

Did acreage under bean change in the last 4 years?

f10705003 Location:

Value

Label

Frequency

Text

1.

Yes

0

0.

No

0

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

Variable Format: numeric

Notes: UNF:6:G+4uLPvIJ6SOUch/PmJlLQ==

What was the main reason for change in area under beans?

f10705003 Location:

Value

Label

Frequency

Text

7.

High price

0

3.

Rented more land else where

0

5.

Was discouraged by weather

0

8.

Labour unvailability/expensive

0

99.

Other

0

6.

Was discouraged by market price

0

4.

Borrowed more land else where

0

2.

It is what I was allocated

0

1.

Have small land

0

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

Variable Format: numeric

Notes: UNF:6:G+4uLPvIJ6SOUch/PmJlLQ==

Who was responsible for land allocation for beans

f10705003 Location:

Value

Label

Frequency

Text

1.

Myself

0

3.

Both

0

4.

Children

0

2.

Spouse

0

888.

Others

0

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

Variable Format: numeric

Notes: UNF:6:G+4uLPvIJ6SOUch/PmJlLQ==

To what extent is the female spouse responsible for land allocation?

f10705003 Location:

Value

Label

Frequency

Text

3.

Large extent

0

2.

Medium extent

0

1.

Small extent

0

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

Variable Format: numeric

Notes: UNF:6:G+4uLPvIJ6SOUch/PmJlLQ==

Who was responsible for land allocation for beans

f10705003 Location:

Variable Format: character

Notes: UNF:6:G+4uLPvIJ6SOUch/PmJlLQ==

ID of bean bought

f10705003 Location:

Variable Format: character

Notes: UNF:6:fqKeulL+/QafS8ow7/AYVg==

Name of other bean variety

f10705003 Location:

Variable Format: character

Notes: UNF:6:m5ssVwIxCWKxo0zwtMdjDg==

Name of the bean bought

f10705003 Location:

Variable Format: character

Notes: UNF:6:F4mcLb6vpDzlEfvrES4btg==

Why do you buy variety ${bn_buy_name}?

f10705003 Location:

Value

Label

Frequency

Text

1.

Affordable

19

4.

International market

1

11.

resistance to bean weevils

0

2.

Available

10

5.

highly preferred by my customers

38

12.

Longer shelf life

1

3.

National market

6

888.

Others, please specify

0

Summary Statistics: StDev 2.0159722577813777; Max. 12.0; Valid 75.0; Min. 1.0; Mean 3.5066666666666664;

Variable Format: numeric

Notes: UNF:6:ney6p+u4elOs+eBQXcX0VA==

Why do you buy variety ${bn_buy_name}?

f10705003 Location:

Value

Label

Frequency

Text

3.

National market

7

1.

Affordable

9

5.

highly preferred by my customers

22

4.

International market

1

2.

Available

20

11.

resistance to bean weevils

3

12.

Longer shelf life

5

888.

Others, please specify

7

Summary Statistics: Valid 74.0; Min. 1.0; Max. 888.0; StDev 260.44987742817426; Mean 87.7432432432432

Variable Format: numeric

Notes: UNF:6:+4GiWlkyanr6doLORFHUOw==

Why do you buy variety ${bn_buy_name}?

f10705003 Location:

Value

Label

Frequency

Text

5.

highly preferred by my customers

10

12.

Longer shelf life

3

4.

International market

0

1.

Affordable

2

888.

Others, please specify

16

3.

National market

5

11.

resistance to bean weevils

7

2.

Available

12

Summary Statistics: Valid 55.0; Mean 262.03636363636366; StDev 404.6457052797507; Max. 888.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:vCtOBA82cFLjD7i/NtBceg==

Why do you buy variety ${bn_buy_name}?

f10705003 Location:

Variable Format: character

Notes: UNF:6:NhE71f81/zs5ZIUwjzQV5g==

In which season did you buy variety ${bn_buy_name}?

f10705003 Location:

Value

Label

Frequency

Text

3.

Both

41

1.

Aug-Dec 2018

10

2.

Mar-July 2019

24

Summary Statistics: Min. 1.0; Valid 75.0; StDev 0.7183564825600423; Mean 2.413333333333333; Max. 3.0;

Variable Format: numeric

Notes: UNF:6:ps5L3Hfe3thf7qwdyFWzxg==

Quantity of beans bought (kg) from August - December 2018 season

f10705003 Location:

Summary Statistics: Max. 10000.0; Min. 130.0; Mean 2403.0; Valid 10.0; StDev 3113.818841515636

Variable Format: numeric

Notes: UNF:6:txWtkDPkJzci303K5o+QeQ==

Profit from August - December 2018 season

f10705003 Location:

Summary Statistics: Max. 500000.0; Mean 157570.0; Min. 200.0; StDev 162426.81805115257; Valid 10.0

Variable Format: numeric

Notes: UNF:6:UTkgkRps4Xi6oLGxAWEcdQ==

Quantity of beans bought (kg) from March - July 2019 season

f10705003 Location:

Summary Statistics: Mean 8347.5; Min. 100.0; Max. 75500.0; StDev 23602.443523452774; Valid 10.0;

Variable Format: numeric

Notes: UNF:6:fXSV5VoMsumRmgtqysKdPw==

Quantity of beans bought (kg) from March - July 2019 season

f10705003 Location:

Summary Statistics: StDev 254122.17621538747; Mean 101440.0; Max. 800000.0; Min. 0.0; Valid 10.0;

Variable Format: numeric

Notes: UNF:6:pvF5i3Xafmr53e4aqu5whQ==

Who are your two main buyers?

f10705003 Location:

Variable Format: character

Notes: UNF:6:nVHDM/n8njMhoiiNBbtS7Q==

First main buyer

f10705003 Location:

Value

Label

Frequency

Text

5.

Other bulker / aggregator

0

3.

Institutions

7

6.

Processors

11

7.

Individual consumers

27

2.

NGO

0

9.

Local broker/ middle man

0

8.

School

2

99.

Other

8

4.

Wholesalers / Retailers

3

1.

Retail to consumers

17

Summary Statistics: Max. 99.0; Valid 75.0; Min. 1.0; Mean 14.840000000000009; StDev 29.377800039062407;

Variable Format: numeric

Notes: UNF:6:tPYbttBIWpXNudG0jxtevw==

Second main buyer

f10705003 Location:

Value

Label

Frequency

Text

1.

Retail to consumers

0

99.

Other

10

8.

School

12

3.

Institutions

1

6.

Processors

0

5.

Other bulker / aggregator

0

4.

Wholesalers / Retailers

0

9.

Local broker/ middle man

0

2.

NGO

1

7.

Individual consumers

39

Summary Statistics: Valid 63.0; Max. 99.0; Mean 21.650793650793656; Min. 2.0; StDev 33.88079612603802

Variable Format: numeric

Notes: UNF:6:JOm6PddX86qjSgfJoxuTkw==

Who are your two main buyers?

f10705003 Location:

Variable Format: character

Notes: UNF:6:IDI3q/1BvWMCcC+F9AwulA==

Trait preferences- variety ${bn_buy_name}?

f10705003 Location:

Variable Format: character

Notes: UNF:6:Sm0YWB/YB+9/jnfF3v1q4g==

Trait 1 preferred by buyer

f10705003 Location:

Value

Label

Frequency

Text

1.

Affordable market price

10

11.

Resistance to bean weevils

0

13.

Palatable/tastes good

2

4.

Seed colour

6

6.

It swells

3

8.

Less time to cook

6

3.

Right seed size

2

7.

Low flatulence

0

2.

Thick stew

34

888.

Others, please specify

0

12.

Longer shelf life

0

9.

Stays whole after cooking

0

5.

Taste

12

10.

Soft and not rough

0

Summary Statistics: Mean 3.4666666666666663; Min. 1.0; Valid 75.0; Max. 13.0; StDev 2.5697477704248715;

Variable Format: numeric

Notes: UNF:6:OFIXCWWqpJ5mAPvEf1rsjQ==

Trait 2 preferred by buyer

f10705003 Location:

Value

Label

Frequency

Text

5.

Taste

11

888.

Others, please specify

1

6.

It swells

10

12.

Longer shelf life

1

10.

Soft and not rough

1

4.

Seed colour

6

13.

Palatable/tastes good

5

3.

Right seed size

2

2.

Thick stew

2

8.

Less time to cook

17

11.

Resistance to bean weevils

0

9.

Stays whole after cooking

1

7.

Low flatulence

2

1.

Affordable market price

0

Summary Statistics: StDev 114.75289692389244; Min. 2.0; Valid 59.0; Max. 888.0; Mean 21.74576271186441

Variable Format: numeric

Notes: UNF:6:GpvexFQ+PGbBZ6IJNbPv3w==

Trait 3 preferred by buyer

f10705003 Location:

Value

Label

Frequency

Text

1.

Affordable market price

0

3.

Right seed size

0

888.

Others, please specify

1

5.

Taste

1

10.

Soft and not rough

3

4.

Seed colour

2

12.

Longer shelf life

2

11.

Resistance to bean weevils

0

13.

Palatable/tastes good

8

8.

Less time to cook

4

6.

It swells

4

9.

Stays whole after cooking

3

7.

Low flatulence

3

2.

Thick stew

0

Summary Statistics: Max. 888.0; StDev 157.87122831973784; Mean 37.51612903225807; Valid 31.0; Min. 4.0

Variable Format: numeric

Notes: UNF:6:u+sbQX+7AJnjYN0ZXDkjeA==

Trait 4 preferred by buyer

f10705003 Location:

Value

Label

Frequency

Text

9.

Stays whole after cooking

0

888.

Others, please specify

1

12.

Longer shelf life

0

10.

Soft and not rough

2

1.

Affordable market price

0

4.

Seed colour

0

8.

Less time to cook

1

3.

Right seed size

0

6.

It swells

1

2.

Thick stew

0

7.

Low flatulence

0

11.

Resistance to bean weevils

0

13.

Palatable/tastes good

1

5.

Taste

2

Summary Statistics: Mean 118.125; Max. 888.0; StDev 311.0890719943176; Min. 5.0; Valid 8.0;

Variable Format: numeric

Notes: UNF:6:+9p2p2huKsGTJ9FntWuqcg==

Trait 5 preferred by buyer

f10705003 Location:

Value

Label

Frequency

Text

12.

Longer shelf life

0

3.

Right seed size

0

13.

Palatable/tastes good

0

1.

Affordable market price

0

7.

Low flatulence

0

8.

Less time to cook

1

11.

Resistance to bean weevils

0

888.

Others, please specify

0

9.

Stays whole after cooking

0

10.

Soft and not rough

0

5.

Taste

0

2.

Thick stew

0

4.

Seed colour

0

6.

It swells

1

Summary Statistics: Min. 6.0; Valid 2.0; Mean 7.0; Max. 8.0; StDev 1.4142135623730951;

Variable Format: numeric

Notes: UNF:6:PTwwgH9DVjvTLrJsz5gfOA==

Trait preferences- variety ${bn_buy_name}?

f10705003 Location:

Variable Format: character

Notes: UNF:6:xEAM80btQ4J4wJTqMr2sbg==

Education level

f10705003 Location:

Value

Label

Frequency

Text

2.

Secondary or higher

57

1.

Primary

18

0.

No formal education

0

Summary Statistics: Max. 2.0; Min. 1.0; StDev 0.42995914325068757; Mean 1.76; Valid 75.0;

Variable Format: numeric

Notes: UNF:6:nBft9jim8UAEOGdQ5FzqpA==

Primary occupation

f10705003 Location:

Value

Label

Frequency

Text

1.

Farmin

7

2.

Off-farm emplyment

62

Summary Statistics: Valid 69.0; Mean 1.8985507246376812; Max. 2.0; StDev 0.3041346226799944; Min. 1.0

Variable Format: numeric

Notes: UNF:6:fFreMegIYl6+4R3wr95tjg==

Other Study-Related Materials

Label:

01a. Consumers_Dictionary.xlsx

Text:

Consumers dictionary

Notes:

application/vnd.openxmlformats-officedocument.spreadsheetml.sheet

Other Study-Related Materials

Label:

01b. Processors_Dictionary.xlsx

Text:

Processors dictionary

Notes:

application/vnd.openxmlformats-officedocument.spreadsheetml.sheet

Other Study-Related Materials

Label:

01c. Traders_Dictionary.xlsx

Text:

Traders dictionary

Notes:

application/vnd.openxmlformats-officedocument.spreadsheetml.sheet