Appendix: Household size

For Ghana we took the average of:

• average for Ghanaian cocoa farmer households from a KIT database of 1500 farmers in Ghana (and Cote d’Ivoire) from 2016 and,

• the data from a 2017 Nestle database.

For Côte d’Ivoire we took the average of:

• average for Ghanaian cocoa farmer households from a KIT database of 1500 farmers in Côte d’Ivoire and Ghana from 2016 and,

• the data from a 2017 Nestle database

• Ingram, V. et al. 2018: Study on the impacts and contribution of UTZ certification, 944 farmers surveyed

• Fairtrade International: Sample of 3202 Farmers in Cote d'Ivoire

• Balineau / Bernath / Pahuatini 2017: Data are based on surveys conducted on farms aligned to Barry Callebaut Cocoa program

• Como Consult 2016; Base line for Pro Planteurs poject cooperative, One region in eastern Part of CDI,

• Data from 255 farmers across CDI interviewed, all connected to a company project

• An anonymous company dataset from cocoa farmers in Côte d’Ivoire.