1 Introduction

This sub-document focuses on Cocoa households, defined as households where Cocoa is the most or second most important crop.

2 Respondents by Country

## Survey Note:  Added variable based on Country data source

3 Characteristics of the respondents

3.1 Sex of the Respondent

3.1.1 By country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Gender"

3.1.2 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Gender"

3.2 Head of Households

3.2.1 By Country

## p-value of Chi-squared test: 0.01 *** 
## Survey Note:  Original English Survey Question: "Are you the head of the household? (the respondent)"

3.2.2 By Sex of the Respondent

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Are you the head of the household? (the respondent)"

3.2.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.30  
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Are you the head of the household? (the respondent)"

3.3 Country, Sex and head combined

(only Cocoa HH )

3.4 Age

3.4.1 By Country

## p-value of Chi-squared test: 0.00 ***

3.4.2 By Sex of the respondent

## Within Ghana: p-value of Chi-squared test: 0.27  
## Within CdI: p-value of Chi-squared test: 0.00 ***

3.4.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.07 *

3.5 Marital Status

3.5.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What is your marital status? "

3.5.2 By Sex of the Respondent

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What is your marital status? "

3.5.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.01 *** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What is your marital status? "

3.6 Education

3.6.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What was the highest level of education you completed?"

3.6.2 By Sex of the Respondent

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What was the highest level of education you completed?"

3.6.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.33  
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What was the highest level of education you completed?"

3.7 Hability to read in English/French

3.7.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Are you able to read a sentence in English?"

3.7.2 By Sex of the Respondent

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Are you able to read a sentence in English?"

3.7.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.32  
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Are you able to read a sentence in English?"

4 Household Composition

4.1 Sex of the Head

4.1.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Calculate variable, based on respondent 1 or respondent 2

4.1.2 By Sex of the Respondent

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Calculate variable, based on respondent 1 or respondent 2

4.1.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.04 ** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Calculate variable, based on respondent 1 or respondent 2

4.2 Ages of members

4.2.1 By Country

4.2.2 By Sex of the Head

4.2.3 Cocoa vs Non-Cocoa HH

4.3 Total Household size

4.3.1 By Country

4.3.2 By Sex of the Head

4.3.3 Cocoa vs Non-Cocoa HH

5 Income Sources & Shares

5.1 Most Important Income

5.1.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Overall, what was your household's BIGGEST source of income in last year?"

5.1.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.08 * 
## Within CdI: p-value of Chi-squared test: 0.20  
## Survey Note:  Original English Survey Question: "Overall, what was your household's BIGGEST source of income in last year?"

5.1.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Overall, what was your household's BIGGEST source of income in last year?"

5.2 Second Most Important Income

5.2.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Overall, what was your household's SECOND BIGGEST source of income in last year?"

5.2.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.02 ** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Overall, what was your household's SECOND BIGGEST source of income in last year?"

5.2.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Overall, what was your household's SECOND BIGGEST source of income in last year?"

5.3 Income Shares

5.3.1 By Country

5.3.2 By Sex of the Head

5.3.3 Cocoa vs Non-Cocoa HH

6 Crops Cultivated

6.1 Most Important Crops

6.1.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What was your household's MOST important crop last year?"

6.1.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.78  
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What was your household's MOST important crop last year?"

6.1.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What was your household's MOST important crop last year?"

6.2 Second most Important Crops

6.2.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What was you household's SECOND MOST important crop last year?"

6.2.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.91  
## Survey Note:  Original English Survey Question: "What was you household's SECOND MOST important crop last year?"

6.2.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What was you household's SECOND MOST important crop last year?"

6.3 Most or Second most Important Crops

6.3.1 By Country

6.3.2 By Sex of the Head

6.3.3 Cocoa vs Non-Cocoa HH

6.4 All crops produced

6.4.1 By Country

6.4.2 By Sex of the Head

6.4.3 Cocoa vs Non-Cocoa HH

6.5 Number of crops produced

6.5.1 By Country

Summary Statistics	Group: Ghana (N = 1318)	Group: CdI (N = 910)
Number of Crops
min	1	1
max	17	15
median (IQR)	5.00 (3.00, 6.00)	6.00 (3.00, 9.00)
mean (95% CI)	5.08 (4.94, 5.22)	6.09 (5.87, 6.30)

## p-value of One way ANOVA test: 0.00 ***

6.5.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 232)	Group: Ghana Male head (N = 1086)	Group: CdI Female head (N = 48)	Group: CdI Male head (N = 861)
Number of Crops
min	1	1	1	1
max	17	16	12	15
median (IQR)	5.00 (3.00, 6.00)	5.00 (3.00, 6.00)	7.00 (4.00, 9.00)	6 (3.00, 9.00)
mean (95% CI)	4.99 (4.66, 5.31)	5.10 (4.94, 5.25)	6.65 (5.68, 7.61)	6.06 (5.84, 6.28)

## Within Ghana: p-value of One way ANOVA test: 0.55  
## Within CdI: p-value of One way ANOVA test: 0.24

6.5.3 Cocoa vs Non-Cocoa HH

Summary Statistics	Group: Ghana Cocoa HH (N = 1318)	Group: Ghana Non-Cocoa HH (N = 242)	Group: CdI Cocoa HH (N = 910)	Group: CdI Non-Cocoa HH (N = 575)
Number of Crops
min	1	0	1	0
max	17	16	15	15
median (IQR)	5.00 (3.00, 6.00)	4.00 (3.00, 6.00)	6.00 (3.00, 9.00)	5 (3.00, 7.00)
mean (95% CI)	5.08 (4.94, 5.22)	4.60 (4.26, 4.95)	6.09 (5.87, 6.30)	5.46 (5.23, 5.70)

## Within Ghana: p-value of One way ANOVA test: 0.01 *** 
## Within CdI: p-value of One way ANOVA test: 0.00 ***

6.6 All crops sold

6.6.1 By Country

6.6.2 By Sex of the Head

6.6.3 Cocoa vs Non-Cocoa HH

6.7 Crops sold if produced

6.7.1 By Country

6.7.2 By Sex of the Head

6.7.3 Cocoa vs Non-Cocoa HH

6.8 Number of crops sold

6.8.1 By Country

Summary Statistics	Group: Ghana (N = 1318)	Group: CdI (N = 910)
Number of Crops
min	0	0
max	14	11
median (IQR)	3.00 (2.00, 4.00)	2.00 (2.00, 4.00)
mean (95% CI)	3.42 (3.32, 3.51)	2.87 (2.75, 2.99)

## p-value of One way ANOVA test: 0.00 ***

6.8.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 232)	Group: Ghana Male head (N = 1086)	Group: CdI Female head (N = 48)	Group: CdI Male head (N = 861)
Number of Crops
min	0	1	1	0
max	14	13	7	11
median (IQR)	3.00 (2.00, 4.00)	3.00 (2.00, 4.00)	2.50 (2.00, 3.00)	2 (2.00, 4.00)
mean (95% CI)	3.23 (2.99, 3.47)	3.45 (3.35, 3.56)	2.67 (2.26, 3.07)	2.89 (2.76, 3.01)

## Within Ghana: p-value of One way ANOVA test: 0.09 * 
## Within CdI: p-value of One way ANOVA test: 0.41

6.8.3 Cocoa vs Non-Cocoa HH

Summary Statistics	Group: Ghana Cocoa HH (N = 1318)	Group: Ghana Non-Cocoa HH (N = 242)	Group: CdI Cocoa HH (N = 910)	Group: CdI Non-Cocoa HH (N = 575)
Number of Crops
min	0	0	0	0
max	14	14	11	11
median (IQR)	3.00 (2.00, 4.00)	3.00 (2.00, 4.00)	2.00 (2.00, 4.00)	2 (1.00, 4.00)
mean (95% CI)	3.42 (3.32, 3.51)	2.88 (2.65, 3.11)	2.87 (2.75, 2.99)	2.72 (2.57, 2.88)

## Within Ghana: p-value of One way ANOVA test: 0.00 *** 
## Within CdI: p-value of One way ANOVA test: 0.14

7 All Land

7.1 Unit of report

7.1.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What land unit do you know best in your village?"

7.1.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.60  
## Within CdI: p-value of Chi-squared test: 0.74  
## Survey Note:  Original English Survey Question: "What land unit do you know best in your village?"

7.1.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What land unit do you know best in your village?"

7.2 What farmers know

7.2.1 By Country

## p-value of Chi-squared test: 0.24  
## Survey Note:  Original English Survey Question: "Do you know how many  your household used to cultivate ALL crops last year?"

7.2.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Do you know how many  your household used to cultivate ALL crops last year?"

7.2.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Do you know how many  your household used to cultivate ALL crops last year?"

7.3 Summary

7.3.1 By Country

7.3.2 By Sex of the Head

7.3.3 Cocoa vs Non-Cocoa HH

7.4 All cultivated land distribution

7.4.1 By Country

Summary Statistics	Group: Ghana (N = 1157)	Group: CdI (N = 775)
land (ha)
min	0.35	0.25
max	18.62	22.00
median (IQR)	3.97 (2.43, 6.07)	5.50 (3.50, 8.50)
mean (95% CI)	4.91 (4.71, 5.11)	6.53 (6.24, 6.82)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Calculated variable

7.4.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 194)	Group: Ghana Male head (N = 963)	Group: CdI Female head (N = 34)	Group: CdI Male head (N = 740)
land (ha)
min	0.35	0.40	0.50	0.25
max	17.92	18.62	17.00	22.00
median (IQR)	3.24 (2.02, 5.26)	4.05 (2.48, 6.47)	4.00 (2.81, 6.00)	5.50 (3.75, 8.50)
mean (95% CI)	4.06 (3.64, 4.49)	5.09 (4.86, 5.31)	4.70 (3.63, 5.77)	6.62 (6.32, 6.91)

## Within Ghana: p-value of One way ANOVA test: 0.00 *** 
## Within CdI: p-value of One way ANOVA test: 0.01 *** 
## Survey Note:  Calculated variable

7.4.3 Cocoa vs Non-Cocoa HH

Summary Statistics	Group: Ghana Cocoa HH (N = 1157)	Group: Ghana Non-Cocoa HH (N = 203)	Group: CdI Cocoa HH (N = 775)	Group: CdI Non-Cocoa HH (N = 461)
land (ha)
min	0.35	0.20	0.25	0.00
max	18.62	18.21	22.00	21.00
median (IQR)	3.97 (2.43, 6.07)	2.83 (1.47, 5.26)	5.50 (3.50, 8.50)	2.50 (1.00, 4.50)
mean (95% CI)	4.91 (4.71, 5.11)	3.83 (3.37, 4.28)	6.53 (6.24, 6.82)	3.54 (3.21, 3.87)

## Within Ghana: p-value of One way ANOVA test: 0.00 *** 
## Within CdI: p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Calculated variable

7.5 All owned land distribution

7.5.1 By Country

Summary Statistics	Group: Ghana (N = 1148)	Group: CdI (N = 736)
land (ha)
min	0	0
max	18.62	30.00
median (IQR)	3.24 (1.62, 5.47)	7.00 (4.50, 11.00)
mean (95% CI)	4.09 (3.87, 4.31)	8.46 (8.07, 8.86)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Calculated variable

7.5.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 193)	Group: Ghana Male head (N = 955)	Group: CdI Female head (N = 31)	Group: CdI Male head (N = 704)
land (ha)
min	0.0	0.0	0.5	0.0
max	16.19	18.62	13.00	30.00
median (IQR)	2.83 (1.42, 4.86)	3.24 (1.62, 5.67)	5.00 (2.88, 8.25)	7.00 (4.50, 11.50)
mean (95% CI)	3.59 (3.15, 4.02)	4.19 (3.94, 4.44)	5.35 (4.14, 6.55)	8.60 (8.20, 9.01)

## Within Ghana: p-value of One way ANOVA test: 0.04 ** 
## Within CdI: p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Calculated variable

7.5.3 Cocoa vs Non-Cocoa HH

Summary Statistics	Group: Ghana Cocoa HH (N = 1148)	Group: Ghana Non-Cocoa HH (N = 202)	Group: CdI Cocoa HH (N = 736)	Group: CdI Non-Cocoa HH (N = 379)
land (ha)
min	0	0	0	0
max	18.62	18.21	30.00	30.00
median (IQR)	3.24 (1.62, 5.47)	2.43 (0.52, 4.86)	7.00 (4.50, 11.00)	5.50 (2.00, 10.50)
mean (95% CI)	4.09 (3.87, 4.31)	3.12 (2.66, 3.58)	8.46 (8.07, 8.86)	7.18 (6.52, 7.84)

## Within Ghana: p-value of One way ANOVA test: 0.00 *** 
## Within CdI: p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Calculated variable

7.6 All leased distribution

7.6.1 By Country

Summary Statistics	Group: Ghana (N = 1157)	Group: CdI (N = 774)
land (ha)
min	0	0
max	6.88	8.00
median (IQR)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)
mean (95% CI)	0.08 (0.05, 0.11)	0.19 (0.14, 0.24)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Calculated variable

7.6.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 194)	Group: Ghana Male head (N = 963)	Group: CdI Female head (N = 34)	Group: CdI Male head (N = 739)
land (ha)
min	0	0	0	0
max	5.26	6.88	0.50	8.00
median (IQR)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)
mean (95% CI)	0.11 (0.03, 0.19)	0.07 (0.05, 0.10)	0.03 (-0.01, 0.07)	0.20 (0.14, 0.25)

## Within Ghana: p-value of One way ANOVA test: 0.34  
## Within CdI: p-value of One way ANOVA test: 0.21  
## Survey Note:  Calculated variable

7.6.3 Cocoa vs Non-Cocoa HH

Summary Statistics	Group: Ghana Cocoa HH (N = 1157)	Group: Ghana Non-Cocoa HH (N = 203)	Group: CdI Cocoa HH (N = 774)	Group: CdI Non-Cocoa HH (N = 460)
land (ha)
min	0	0	0	0
max	6.88	8.09	8.00	8.00
median (IQR)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)
mean (95% CI)	0.08 (0.05, 0.11)	0.34 (0.16, 0.51)	0.19 (0.14, 0.24)	0.11 (0.06, 0.17)

## Within Ghana: p-value of One way ANOVA test: 0.00 *** 
## Within CdI: p-value of One way ANOVA test: 0.07 * 
## Survey Note:  Calculated variable

8 Food Security

Respondents with 3 meals a day

8.1 By Country

8.2 By Sex of the Head

8.3 Cocoa vs Non-Cocoa HH

9 Nutrition

Nutriont section was built upon the Minimum Dietary Diversity Score for Women.

Details can be found here

Only asked to Female respondents in reproductive age (between 15 and 49 years old)

9.1 Food groups

Share of women 15-49 years of age who consumed each food group in the previous 24 hours

9.1.1 By Country

9.1.2 By Sex of the Head

9.1.3 Cocoa vs Non-Cocoa HH

9.2 Women’s Dietary Diversity Score

Number of food groups consumed by women 15-49 years of age in the previous 24 hours.

9.2.1 By Country

Summary Statistics	Group: Ghana (N = 170)	Group: CdI (N = 133)
WDDS
min	1	2
max	9	9
median (IQR)	5.00 (4.00, 6.00)	4 (3.00, 5.00)
mean (95% CI)	5.09 (4.83, 5.34)	4.28 (4.05, 4.51)

## p-value of Chi-squared test: 0.00 ***

9.2.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 72)	Group: Ghana Male head (N = 98)	Group: CdI Female head (N = 18)	Group: CdI Male head (N = 115)
WDDS
min	2	1	3	2
max	9	9	9	9
median (IQR)	5.00 (4.00, 6.00)	5.00 (4.00, 6.00)	4.00 (3.00, 4.75)	4 (3.00, 5.00)
mean (95% CI)	4.92 (4.53, 5.30)	5.21 (4.88, 5.55)	4.17 (3.44, 4.90)	4.30 (4.06, 4.53)

## Within Ghana: p-value of Chi-squared test: 0.47  
## Within CdI: p-value of Chi-squared test: 0.37

9.2.3 Cocoa vs Non-Cocoa HH

Summary Statistics	Group: Ghana Cocoa HH (N = 170)	Group: Ghana Non-Cocoa HH (N = 60)	Group: CdI Cocoa HH (N = 133)	Group: CdI Non-Cocoa HH (N = 160)
WDDS
min	1	2	2	0
max	9	10	9	7
median (IQR)	5.00 (4.00, 6.00)	5.00 (4.00, 6.00)	4 (3.00, 5.00)	4.00 (3.00, 5.00)
mean (95% CI)	5.09 (4.83, 5.34)	5.32 (4.89, 5.75)	4.28 (4.05, 4.51)	3.88 (3.67, 4.08)

## Within Ghana: p-value of Chi-squared test: 0.21  
## Within CdI: p-value of Chi-squared test: 0.04 **

9.3 Minimum Dietary Diversity

Dichotomous indicator of whether or not women 15-49 years of age have consumed at least five out of ten food groups in the previous 24 hours.

9.3.1 By Country

## p-value of Chi-squared test: 0.00 ***

9.3.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.43  
## Within CdI: p-value of Chi-squared test: 0.23

9.3.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.25  
## Within CdI: p-value of Chi-squared test: 0.10 *

10 Loans

10.1 Was money borrowed?

10.1.1 By Country

## p-value of Chi-squared test: 0.76  
## Survey Note:  Original English Survey Question: "Last year, did YOU yourself borrow any money from anyone? Including friends, banks, money lenders etc."

10.1.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.43  
## Within CdI: p-value of Chi-squared test: 0.11  
## Survey Note:  Original English Survey Question: "Last year, did YOU yourself borrow any money from anyone? Including friends, banks, money lenders etc."

10.1.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.81  
## Within CdI: p-value of Chi-squared test: 0.01 ** 
## Survey Note:  Original English Survey Question: "Last year, did YOU yourself borrow any money from anyone? Including friends, banks, money lenders etc."

10.2 Amounts

10.2.1 By Country

Summary Statistics	Group: Ghana (N = 334)	Group: CdI (N = 217)
Loan amounts (usd)
min	1.04	0.06
max	1305.8	498.0
median (IQR)	261.16 (110.99, 391.74)	99.60 (49.80, 166.00)
mean (95% CI)	302.14 (273.03, 331.25)	143.82 (127.74, 159.91)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Remove Outliers (4sd) applied to values above 0 per country

10.2.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 63)	Group: Ghana Male head (N = 271)	Group: CdI Female head (N = 17)	Group: CdI Male head (N = 200)
Loan amounts (usd)
min	1.04	15.67	16.60	0.06
max	1305.8	1305.8	332.0	498.0
median (IQR)	182.81 (52.23, 313.39)	261.16 (130.58, 522.32)	83.00 (83.00, 166.00)	99.60 (49.80, 174.30)
mean (95% CI)	237.86 (178.93, 296.79)	317.08 (284.13, 350.04)	133.78 (88.23, 179.32)	144.68 (127.64, 161.71)

## Within Ghana: p-value of One way ANOVA test: 0.04 ** 
## Within CdI: p-value of One way ANOVA test: 0.72  
## Survey Note:  Remove Outliers (4sd) applied to values above 0 per country

10.2.3 Cocoa vs Non-Cocoa HH

Summary Statistics	Group: Ghana Cocoa HH (N = 334)	Group: Ghana Non-Cocoa HH (N = 53)	Group: CdI Cocoa HH (N = 217)	Group: CdI Non-Cocoa HH (N = 114)
Loan amounts (usd)
min	1.04	15.67	0.06	8.30
max	1305.8	1305.8	498.0	498.0
median (IQR)	261.16 (110.99, 391.74)	182.81 (78.35, 391.74)	99.60 (49.80, 166.00)	66.40 (33.20, 130.73)
mean (95% CI)	302.14 (273.03, 331.25)	280.18 (206.91, 353.45)	143.82 (127.74, 159.91)	95.73 (76.99, 114.46)

## Within Ghana: p-value of One way ANOVA test: 0.58  
## Within CdI: p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Remove Outliers (4sd) applied to values above 0 per country

10.3 Loan Source

If borrowed, from who?

10.3.1 By Country

10.3.2 By Sex of the Head

10.3.3 Cocoa vs Non-Cocoa HH

10.4 Loan Use

10.4.1 By Country

10.4.2 By Sex of the Head

10.4.3 Cocoa vs Non-Cocoa HH

10.5 Repayment

10.5.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Were you able to repay the loan within the agreed repayment period?"

10.5.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.12  
## Within CdI: p-value of Chi-squared test: 0.20  
## Survey Note:  Original English Survey Question: "Were you able to repay the loan within the agreed repayment period?"

10.5.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.09 * 
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Were you able to repay the loan within the agreed repayment period?"

10.6 Collateral

10.6.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What did you use for collateral?"

10.6.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.45  
## Within CdI: p-value of Chi-squared test: 0.44  
## Survey Note:  Original English Survey Question: "What did you use for collateral?"

10.6.3 Cocoa vs Non-Cocoa HH

## Within Ghana: p-value of Chi-squared test: 0.37  
## Within CdI: p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "What did you use for collateral?"

11 Land under Cocoa

11.1 What farmers know

11.1.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Do you know how many  your household used to cultivate COCOA last year?"

11.1.2 By Sex of the Head

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Do you know how many  your household used to cultivate COCOA last year?"

11.2 Summary

11.2.1 By Country

11.2.2 By Sex of the Head

11.3 Land used

11.3.1 By Country

Summary Statistics	Group: Ghana (N = 1191)	Group: CdI (N = 788)
land (ha)
min	0.35	0.25
max	13.76	16.00
median (IQR)	2.83 (1.95, 4.45)	3.50 (2.00, 5.12)
mean (95% CI)	3.58 (3.43, 3.72)	4.19 (3.98, 4.40)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Calculated variable

11.3.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 198)	Group: Ghana Male head (N = 993)	Group: CdI Female head (N = 35)	Group: CdI Male head (N = 752)
land (ha)
min	0.35	0.35	0.25	0.25
max	12.14	13.76	11.50	16.00
median (IQR)	2.43 (1.62, 3.90)	2.83 (1.98, 4.86)	2.00 (1.50, 5.00)	3.50 (2.00, 5.50)
mean (95% CI)	2.96 (2.69, 3.23)	3.70 (3.54, 3.87)	3.45 (2.52, 4.38)	4.22 (4.01, 4.44)

## Within Ghana: p-value of One way ANOVA test: 0.00 *** 
## Within CdI: p-value of One way ANOVA test: 0.14  
## Survey Note:  Calculated variable

11.4 Land owned

11.4.1 By Country

Summary Statistics	Group: Ghana (N = 1136)	Group: CdI (N = 767)
land (ha)
min	0	0
max	12.95	16.00
median (IQR)	2.02 (0.83, 3.64)	3.00 (2.00, 5.00)
mean (95% CI)	2.67 (2.52, 2.82)	4.09 (3.88, 4.31)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Calculated variable

11.4.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 190)	Group: Ghana Male head (N = 946)	Group: CdI Female head (N = 33)	Group: CdI Male head (N = 733)
land (ha)
min	0.00	0.00	0.25	0.00
max	12.14	12.95	11.50	16.00
median (IQR)	2.02 (1.21, 3.31)	2.02 (0.81, 3.87)	2.00 (1.50, 4.00)	3.00 (2.00, 5.00)
mean (95% CI)	2.54 (2.25, 2.83)	2.70 (2.53, 2.86)	3.27 (2.32, 4.21)	4.13 (3.91, 4.35)

## Within Ghana: p-value of One way ANOVA test: 0.43  
## Within CdI: p-value of One way ANOVA test: 0.11  
## Survey Note:  Calculated variable

11.5 Land leased

11.5.1 By Country

Summary Statistics	Group: Ghana (N = 1139)	Group: CdI (N = 767)
land (ha)
min	0	0
max	6.88	4.00
median (IQR)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)
mean (95% CI)	0.02 (0.00, 0.04)	0.01 (-0.00, 0.02)

## p-value of One way ANOVA test: 0.42  
## Survey Note:  Calculated variable

11.5.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 190)	Group: Ghana Male head (N = 949)	Group: CdI Female head (N = 33)	Group: CdI Male head (N = 733)
land (ha)
min	0	0	0	0
max	3.24	6.88	0.00	4.00
median (IQR)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)
mean (95% CI)	0.02 (-0.01, 0.05)	0.02 (0.00, 0.04)	0.00 (0.00, 0.00)	0.01 (-0.00, 0.02)

## Within Ghana: p-value of One way ANOVA test: 0.99  
## Within CdI: p-value of One way ANOVA test: 0.71  
## Survey Note:  Calculated variable

11.6 Land ABUNU

11.6.1 By Country

Summary Statistics	Group: Ghana (N = 1131)	Group: CdI (N = 767)
land (ha)
min	0	0
max	8.33	4.50
median (IQR)	0.00 (0.00, 0.81)	0.00 (0.00, 0.00)
mean (95% CI)	0.74 (0.65, 0.83)	0.01 (-0.00, 0.03)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Calculated variable

11.6.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 190)	Group: Ghana Male head (N = 941)	Group: CdI Female head (N = 33)	Group: CdI Male head (N = 733)
land (ha)
min	0	0	0	0
max	6.88	8.33	0.00	4.50
median (IQR)	0.00 (0.00, 0.00)	0.00 (0.00, 1.21)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)
mean (95% CI)	0.38 (0.24, 0.52)	0.81 (0.71, 0.91)	0.00 (0.00, 0.00)	0.01 (-0.00, 0.03)

## Within Ghana: p-value of One way ANOVA test: 0.00 *** 
## Within CdI: p-value of One way ANOVA test: 0.72  
## Survey Note:  Calculated variable

11.7 Land ABUSA

11.7.1 By Country

Summary Statistics	Group: Ghana (N = 1139)	Group: CdI (N = 767)
land (ha)
min	0	0
max	8.09	9.00
median (IQR)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)
mean (95% CI)	0.07 (0.04, 0.10)	0.08 (0.04, 0.12)

## p-value of One way ANOVA test: 0.65  
## Survey Note:  Calculated variable

11.7.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 190)	Group: Ghana Male head (N = 949)	Group: CdI Female head (N = 33)	Group: CdI Male head (N = 733)
land (ha)
min	0	0	0	0
max	0.81	8.09	0.00	9.00
median (IQR)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)
mean (95% CI)	0.01 (-0.00, 0.02)	0.08 (0.04, 0.12)	0.00 (0.00, 0.00)	0.08 (0.04, 0.13)

## Within Ghana: p-value of One way ANOVA test: 0.08 * 
## Within CdI: p-value of One way ANOVA test: 0.44  
## Survey Note:  Calculated variable

12 Age of Trees

12.1 By Country

Summary Statistics	Group: Ghana (N = 1151)	Group: CdI (N = 771)
Age of most cocoa trees
min	0	1
max	46	51
median (IQR)	12 (8.00, 18.00)	15 (10.00, 20.00)
mean (95% CI)	13.96 (13.48, 14.44)	16.26 (15.62, 16.89)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Original English Survey Question: "How many years old are most of your cocoa trees?"

12.2 By Sex of the respondent

Summary Statistics	Group: Ghana Female head (N = 196)	Group: Ghana Male head (N = 955)	Group: CdI Female head (N = 36)	Group: CdI Male head (N = 734)
Age of most cocoa trees
min	3	0	5	1
max	45	46	30	51
median (IQR)	12.00 (8.00, 20.00)	12 (8.00, 18.00)	10.50 (7.00, 20.00)	15.00 (10.00, 20.00)
mean (95% CI)	14.33 (13.14, 15.53)	13.88 (13.36, 14.40)	13.58 (11.14, 16.03)	16.38 (15.73, 17.04)

## Within Ghana: p-value of One way ANOVA test: 0.49  
## Within CdI: p-value of One way ANOVA test: 0.07 * 
## Survey Note:  Original English Survey Question: "How many years old are most of your cocoa trees?"

13 Mixed cropping

13.1 Cocoa combined with other crops

13.1.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Does your household intercrop cocoa with another crop?"

13.1.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.76  
## Within CdI: p-value of Chi-squared test: 0.08 * 
## Survey Note:  Original English Survey Question: "Does your household intercrop cocoa with another crop?"

13.2 Combined with

13.2.1 By Country

13.2.2 By Sex of the Head

14 Season

14.1 Main

14.2 Light season

15 Yield

Yields are calculated variables as production over land used.

NOTE: For cocoa we consider only the land used by trees older than 5 years.

15.1 What farmers know

15.1.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Do you know how many  of cocoa your household produced in the 2015-2016 cocoa season?"

15.1.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.01 ** 
## Survey Note:  Original English Survey Question: "Do you know how many  of cocoa your household produced in the 2015-2016 cocoa season?"

15.2 Main Season

15.2.1 By Country

Summary Statistics	Group: Ghana (N = 1027)	Group: CdI (N = 453)
cocoa yield (kg/ha)
min	7.41	0.00
max	1083.15	833.33
median (IQR)	263.58 (158.15, 421.73)	240.00 (146.67, 350.00)
mean (95% CI)	317.25 (304.95, 329.54)	273.19 (257.42, 288.97)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Calculated variable

15.2.2 By Sex of the respondent

Summary Statistics	Group: Ghana Female head (N = 163)	Group: Ghana Male head (N = 864)	Group: CdI Female head (N = 15)	Group: CdI Male head (N = 438)
cocoa yield (kg/ha)
min	18.53	7.41	65.00	0.00
max	988.42	1083.15	600.00	833.33
median (IQR)	221.41 (158.15, 379.55)	276.76 (175.72, 427.08)	240.00 (200.00, 365.00)	240.00 (144.29, 350.00)
mean (95% CI)	273.09 (245.05, 301.12)	325.58 (312.02, 339.14)	294.33 (213.92, 374.74)	272.47 (256.38, 288.56)

## Within Ghana: p-value of One way ANOVA test: 0.00 *** 
## Within CdI: p-value of One way ANOVA test: 0.63  
## Survey Note:  Calculated variable

15.3 Light Season

15.3.1 By Country

Summary Statistics	Group: Ghana (N = 1014)	Group: CdI (N = 454)
cocoa yield (kg/ha)
min	0	0
max	431.78	350.00
median (IQR)	94.89 (52.72, 158.15)	71.21 (33.33, 125.00)
mean (95% CI)	112.95 (107.93, 117.98)	83.48 (77.17, 89.80)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Calculated variable

15.3.2 By Sex of the respondent

Summary Statistics	Group: Ghana Female head (N = 162)	Group: Ghana Male head (N = 852)	Group: CdI Female head (N = 15)	Group: CdI Male head (N = 439)
cocoa yield (kg/ha)
min	0	0	0	0
max	395.37	431.78	195.00	350.00
median (IQR)	94.89 (52.72, 131.50)	94.89 (52.72, 158.15)	100.00 (60.00, 110.00)	70.00 (30.50, 125.00)
mean (95% CI)	101.73 (90.97, 112.48)	115.09 (109.48, 120.70)	91.20 (63.50, 118.90)	83.22 (76.75, 89.68)

## Within Ghana: p-value of One way ANOVA test: 0.06 * 
## Within CdI: p-value of One way ANOVA test: 0.66  
## Survey Note:  Calculated variable

15.4 Year

15.4.1 By Country

Summary Statistics	Group: Ghana (N = 1008)	Group: CdI (N = 447)
cocoa yield (kg/ha)
min	8.65	0.00
max	1423.32	1075.00
median (IQR)	369.01 (234.73, 570.32)	312.00 (190.00, 500.00)
mean (95% CI)	423.11 (407.57, 438.64)	352.36 (332.67, 372.05)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Cocoa yield computed over hectares of trees older than 5years old

15.4.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 162)	Group: Ghana Male head (N = 846)	Group: CdI Female head (N = 15)	Group: CdI Male head (N = 432)
cocoa yield (kg/ha)
min	30.89	8.65	120.00	0.00
max	1304.71	1423.32	660.00	1075.00
median (IQR)	316.29 (210.86, 474.44)	379.55 (237.22, 591.73)	360.00 (273.33, 544.00)	312.00 (188.67, 492.50)
mean (95% CI)	373.57 (337.12, 410.02)	432.59 (415.51, 449.67)	385.53 (294.98, 476.09)	351.21 (331.07, 371.35)

## Within Ghana: p-value of One way ANOVA test: 0.01 *** 
## Within CdI: p-value of One way ANOVA test: 0.54  
## Survey Note:  Cocoa yield computed over hectares of trees older than 5years old

15.5 Yield and land

15.5.1 By Country

15.5.2 By Sex of the Head

16 Production activities

16.1 General

16.1.1 Activities done

16.1.1.1 By Country

16.1.1.2 By Sex of the Head

16.1.2 What farmers know

16.1.2.1 By Country

16.1.2.2 By Sex of the Head

16.1.3 Labour days per activitiy

NOTE: For households who reported doing an activity, but for whom the labor days was missing, the median labour days per ha per household of households with same household head sex was used to estimate the annual hired labor days

16.1.3.1 By Country

16.1.3.2 By Sex of the Head

16.1.4 Cost of Labour days per activitiy

NOTE: For households who reported doing an activity, but for whom the hired labor expenses was missing, the median hired labour expenses per ha per household of households with same household head sex was used to estimate the annual hired labor days

16.1.4.1 By Country

16.1.4.2 By Sex of the Head

16.2 Men vs women participation

16.2.1 Men

16.2.1.1 By Country

16.2.1.2 By Sex of the Head

16.2.2 Women

16.2.2.1 By Country

16.2.2.2 By Sex of the Head

16.3 Household, Hired and Communal labour

16.3.1 Household

16.3.1.1 By Country

16.3.1.2 By Sex of the Head

16.3.2 Hired

16.3.2.1 By Country

16.3.2.2 By Sex of the Head

16.3.3 Communal

16.3.3.1 By Country

16.3.3.2 By Sex of the Head

16.4 Input Costs

NOTE: For households who reported doing an activity, but for whom the expenses was missing, the median expenses per ha per household of households with same household head sex was used to estimate the annual expenses

16.4.1 Granular Fertilizer

16.4.1.1 By Country

Summary Statistics	Group: Ghana (N = 1318)	Group: CdI (N = 908)
Granular Fertilizer (usd/ha), with inputed values
min	0	0
max	464.64	151.77
median (IQR)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)
mean (95% CI)	7.86 (5.86, 9.87)	6.40 (5.22, 7.58)

## p-value of One way ANOVA test: 0.27  
## Survey Note:  Median values inputed for observations that did each activity but did not know days

16.4.1.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 232)	Group: Ghana Male head (N = 1086)	Group: CdI Female head (N = 47)	Group: CdI Male head (N = 860)
Granular Fertilizer (usd/ha), with inputed values
min	0	0	0	0
max	161.33	464.64	99.60	151.77
median (IQR)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)
mean (95% CI)	3.36 (0.97, 5.76)	8.82 (6.45, 11.20)	7.21 (1.46, 12.96)	6.36 (5.16, 7.57)

## Within Ghana: p-value of One way ANOVA test: 0.04 ** 
## Within CdI: p-value of One way ANOVA test: 0.75  
## Survey Note:  Median values inputed for observations that did each activity but did not know days

16.4.2 Liquid Fertilizer

16.4.2.1 By Country

Summary Statistics	Group: Ghana (N = 1318)	Group: CdI (N = 908)
Liquid Fertilizer (usd/ha), with inputed values
min	0	0
max	77.44	62.25
median (IQR)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)
mean (95% CI)	2.73 (2.24, 3.23)	1.10 (0.74, 1.47)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Median values inputed for observations that did each activity but did not know days

16.4.2.2 By Sex of the respondent

Summary Statistics	Group: Ghana Female head (N = 232)	Group: Ghana Male head (N = 1086)	Group: CdI Female head (N = 47)	Group: CdI Male head (N = 860)
Liquid Fertilizer (usd/ha), with inputed values
min	0	0	0	0
max	48.40	77.44	9.96	62.25
median (IQR)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)
mean (95% CI)	1.50 (0.71, 2.29)	3.00 (2.43, 3.57)	0.28 (-0.15, 0.71)	1.15 (0.76, 1.53)

## Within Ghana: p-value of One way ANOVA test: 0.02 ** 
## Within CdI: p-value of One way ANOVA test: 0.30  
## Survey Note:  Median values inputed for observations that did each activity but did not know days

16.4.3 Herbicides

16.4.3.1 By Country

Summary Statistics	Group: Ghana (N = 1318)	Group: CdI (N = 908)
Herbicides (usd/ha), with inputed values
min	0	0
max	67.12	49.80
median (IQR)	1.53 (0.00, 15.49)	0.00 (0.00, 6.22)
mean (95% CI)	8.86 (8.23, 9.49)	3.80 (3.32, 4.29)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Median values inputed for observations that did each activity but did not know days

16.4.3.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 232)	Group: Ghana Male head (N = 1086)	Group: CdI Female head (N = 47)	Group: CdI Male head (N = 860)
Herbicides (usd/ha), with inputed values
min	0	0	0	0
max	56.85	67.12	27.67	49.80
median (IQR)	0.00 (0.00, 15.74)	4.84 (0.00, 15.49)	0.00 (0.00, 0.00)	0.00 (0.00, 6.64)
mean (95% CI)	6.66 (5.33, 7.99)	9.33 (8.63, 10.03)	2.11 (0.50, 3.71)	3.90 (3.40, 4.40)

## Within Ghana: p-value of One way ANOVA test: 0.00 *** 
## Within CdI: p-value of One way ANOVA test: 0.11  
## Survey Note:  Median values inputed for observations that did each activity but did not know days

16.4.4 Pesticides

16.4.4.1 By Country

Summary Statistics	Group: Ghana (N = 1318)	Group: CdI (N = 908)
Pesticides (usd/ha), with inputed values
min	0	0
max	136.66	69.72
median (IQR)	13.44 (0.00, 24.20)	9.96 (0.00, 13.28)
mean (95% CI)	18.79 (17.51, 20.07)	10.72 (9.94, 11.50)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Median values inputed for observations that did each activity but did not know days

16.4.4.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 232)	Group: Ghana Male head (N = 1086)	Group: CdI Female head (N = 47)	Group: CdI Male head (N = 860)
Pesticides (usd/ha), with inputed values
min	0	0	0	0
max	90.35	136.66	33.20	69.72
median (IQR)	13.44 (0.00, 19.46)	15.49 (0.00, 25.27)	4.15 (0.00, 9.55)	11.07 (0.00, 13.86)
mean (95% CI)	16.78 (14.24, 19.31)	19.22 (17.77, 20.67)	6.64 (4.25, 9.03)	10.95 (10.14, 11.76)

## Within Ghana: p-value of One way ANOVA test: 0.15  
## Within CdI: p-value of One way ANOVA test: 0.02 ** 
## Survey Note:  Median values inputed for observations that did each activity but did not know days

16.4.5 Fungicides

16.4.5.1 By Country

Summary Statistics	Group: Ghana (N = 1318)	Group: CdI (N = 908)
Fungicides (usd/ha), with inputed values
min	0	0
max	48.40	53.12
median (IQR)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)
mean (95% CI)	2.65 (2.28, 3.02)	0.60 (0.37, 0.83)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Median values inputed for observations that did each activity but did not know days

16.4.5.2 By Sex of the Head

Summary Statistics	Group: Ghana Female head (N = 232)	Group: Ghana Male head (N = 1086)	Group: CdI Female head (N = 47)	Group: CdI Male head (N = 860)
Fungicides (usd/ha), with inputed values
min	0	0	0	0
max	48.40	44.05	5.58	53.12
median (IQR)	0.00 (0.00, 0.00)	0.00 (0.00, 1.47)	0.00 (0.00, 0.00)	0.00 (0.00, 0.00)
mean (95% CI)	1.60 (0.89, 2.31)	2.87 (2.45, 3.29)	0.12 (-0.11, 0.35)	0.63 (0.38, 0.87)

Within Ghana: p-value of One way ANOVA test: 0.01 *** Within CdI: p-value of One way ANOVA test: 0.35
Survey Note: Median values inputed for observations that did each activity but did not know days

17 Marketing

17.1 Allocation of production

17.1.1 By Country

17.1.2 By Sex of the Head

17.2 Prices

17.2.1 By Country

17.2.2 By Sex of the Head

17.3 What farmers know

17.3.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Do you know how much income your household earned from cocoa last year?"

17.3.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.59  
## Survey Note:  Original English Survey Question: "Do you know how much income your household earned from cocoa last year?"

17.4 Value of cocoa production (usd/ha)

17.4.1 By Country

Summary Statistics	Group: Ghana (N = 1008)	Group: CdI (N = 447)
Value of cocoa production (usd/ha)
min	15	0
max	2468.42	1784.50
median (IQR)	639.96 (407.09, 989.08)	517.92 (315.40, 830.00)
mean (95% CI)	733.78 (706.83, 760.72)	584.92 (552.24, 617.61)

## p-value of One way ANOVA test: 0.00 *** 
## Survey Note:  Cocoa values computed over hectares of trees older than 5years old

17.4.2 By Sex of the Head

Summary Statistics	Group: Ghana (N = 1008)	Group: CdI (N = 447)
Value of cocoa production (usd/ha)
min	15	0
max	2468.42	1784.50
median (IQR)	639.96 (407.09, 989.08)	517.92 (315.40, 830.00)
mean (95% CI)	733.78 (706.83, 760.72)	584.92 (552.24, 617.61)

## Within Ghana: p-value of One way ANOVA test: 0.01 *** 
## Within CdI: p-value of One way ANOVA test: 0.54  
## Survey Note:  Cocoa values computed over hectares of trees older than 5years old

17.5 Participation in sales

17.5.1 By Country

17.5.2 By Sex of the Head

17.6 Buyers

17.6.1 By Country

17.6.2 By Sex of the Head

18 Training

18.1 Received training

18.1.1 Last 5 years

18.1.1.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Did YOU yourself receive any training related to cocoa farming in the past 5 years?"

18.1.1.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.12  
## Survey Note:  Original English Survey Question: "Did YOU yourself receive any training related to cocoa farming in the past 5 years?"

18.1.2 Last year

18.1.2.1 By Country

## p-value of Chi-squared test: 0.03 ** 
## Survey Note:  Original English Survey Question: "Did you yourself receive any training related to cocoa farming LAST YEAR?"

18.1.2.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.48  
## Within CdI: p-value of Chi-squared test: 0.38  
## Survey Note:  Original English Survey Question: "Did you yourself receive any training related to cocoa farming LAST YEAR?"

18.2 Days of training

18.2.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "How many training days related to cocoa did you yourself receive in the past 5 years?"

18.2.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.05 ** 
## Within CdI: p-value of Chi-squared test: 0.43  
## Survey Note:  Original English Survey Question: "How many training days related to cocoa did you yourself receive in the past 5 years?"

19 Certification

19.1 Certified

19.1.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Is your cocoa certified, by UTZ, Rainforest Alliance, Fairtrade, organic etc?"

19.1.2 By Sex of the respondent

## Within Ghana: p-value of Chi-squared test: 0.00 *** 
## Within CdI: p-value of Chi-squared test: 0.86  
## Survey Note:  Original English Survey Question: "Is your cocoa certified, by UTZ, Rainforest Alliance, Fairtrade, organic etc?"

19.2 Type of certification

19.2.1 By Country

19.2.2 By Sex of the respondent

20 Producer groups

20.1 Member

20.1.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Is someone in your household a member of a cocoa producers group? (such as cooperative, association etc)"

20.1.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.07 * 
## Within CdI: p-value of Chi-squared test: 0.14  
## Survey Note:  Original English Survey Question: "Is someone in your household a member of a cocoa producers group? (such as cooperative, association etc)"

20.2 Services

20.2.1 By Country

20.2.2 By Sex of the Head

21 Credit

21.1 Usage

21.1.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "Did you receive any inputs ON CREDIT last year? (such as fertilizer, pesticides or seedlings)"

21.1.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.83  
## Within CdI: p-value of Chi-squared test: 0.40  
## Survey Note:  Original English Survey Question: "Did you receive any inputs ON CREDIT last year? (such as fertilizer, pesticides or seedlings)"

21.2 Provider

21.2.1 By Country

## p-value of Chi-squared test: 0.00 *** 
## Survey Note:  Original English Survey Question: "From whom did you receive inputs on credit? (main place)"

21.2.2 By Sex of the Head

## Within Ghana: p-value of Chi-squared test: 0.21  
## Within CdI: p-value of Chi-squared test: 0.20  
## Survey Note:  Original English Survey Question: "From whom did you receive inputs on credit? (main place)"