The interplay of gender norms and education in male farmers’ adoption of index-based insurance in Mali

Purpose Agricultural index-based insurance helps farmers to mitigate the adverse effects of climate change. However, adoption rates remain low in developing countries. A number of reasons such as basis risk, high insurance premium and lack of trust in insurance providers, have been cited for the low adoption among farmers. Additional influencing factors could be the characteristics of the insurance agent who sells insurance policies to farmers. In this study, we examine whether the gender of the insurance agent influences male farmers’ adoption of index-based insurance, disaggregated by the educational level of farmers. Design/methodology/approach We run probit regressions on a sample of 783 male farmers producing maize in Mali, which was collected in fall of 2021. Findings Our results show that male farmers are less likely to adopt index-based insurance if the insurance agent is a female rather than a male. Disaggregated by education level, we find that the higher the education level of the farmer, the more irrelevant the gender of the agent becomes for the purchase decision. Originality/value Our study highlights the need to take local gender norms into account and shows that formal education is an important facilitator of balanced gender perceptions. We contribute to the discussion about farmers’ low adoption of index-based insurance, particularly in Mali.

Authors

Institutions

Publication Details

Journal
Agricultural Finance Review
Published
2026-02-18
DOI
https://doi.org/10.1108/afr-08-2024-0120
Primary Topic
Agricultural risk and resilience
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The interplay of gender norms and education in male farmers’ adoption of index-based insurance in Mali

Yaw Sarfo, Ella Kirchner, Oliver Musshoff
Agricultural Finance Review
Agricultural risk and resilience
article

The interplay of gender norms and education in male farmers’ adoption of index-based insurance in Mali

Yaw Sarfo, Ella Kirchner, Oliver Musshoff
article en

Abstract

Purpose Agricultural index-based insurance helps farmers to mitigate the adverse effects of climate change. However, adoption rates remain low in developing countries. A number of reasons such as basis risk, high insurance premium and lack of trust in insurance providers, have been cited for the low adoption among farmers. Additional influencing factors could be the characteristics of the insurance agent who sells insurance policies to farmers. In this study, we examine whether the gender of the insurance agent influences male farmers’ adoption of index-based insurance, disaggregated by the educational level of farmers. Design/methodology/approach We run probit regressions on a sample of 783 male farmers producing maize in Mali, which was collected in fall of 2021. Findings Our results show that male farmers are less likely to adopt index-based insurance if the insurance agent is a female rather than a male. Disaggregated by education level, we find that the higher the education level of the farmer, the more irrelevant the gender of the agent becomes for the purchase decision. Originality/value Our study highlights the need to take local gender norms into account and shows that formal education is an important facilitator of balanced gender perceptions. We contribute to the discussion about farmers’ low adoption of index-based insurance, particularly in Mali.

Agricultural Finance ReviewVol. 86(2)
Cal Poly Humboldt (US), Humboldt-Universität zu Berlin (DE), Agricultural & Applied Economics Association (US), Harper Adams University (GB)
Openalex Percentile: Top 53%
Agricultural risk and resilience
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The interplay of gender norms and education in male farmers’ adoption of index-based insurance in Mali — Yaw Sarfo, Ella Kirchner, et al. · Agricultural Finance Review (2026) | TGRS Research Map | TGRS