The influence of market access on grain legume adoption and intensity in African small-holder households

Context<br/>Grain legumes have been promoted to support nutrition, soil quality and income growth. However, uptake is generally low across African smallholders and a number of studies have identified lack of market access for legumes as a main constraint.<br/>Objective<br/>The study employs a cross-sectional dataset of 20,218 smallholder households across 10 African countries to explore the level of legume intensity and the characteristics and determinants of adoptionl.<br/>Methods<br/>An indicator of grain legume intensity is derived on individual plot areas. To accommodate both the high amounts of non-adoption and the differences in the distribution of intensity observed by country we employ a zero-inflated beta regression.<br/>Results and conclusions<br/>There is little diversity in grain legume species planted, though Kenya has the most diversity in legumes grown. Mean legume cultivation intensity ranges from 8% of total cropping area to over 25% in Zambia and Ethiopia. The influence of market access for legumes is a strong and significant predictor of intensity. Conversely, we find the presence of markets for cash crops reduces the incentive to adopt legumes.<br/>Significance<br/>Development strategies should combine household-level interventions with broader market-oriented approaches, as improving legume market access is essential for scaling legume production and enhancing food security, income diversification, and ecological resilience across the region. By analysing a large sample of households across diverse agro-ecological zones, we provide generalizable evidence that complements localized studies. Estimating the decision to both cultivate and intensify legumes within the same model reveals a duality that emphasizes the need for targeted interventions to strengthen legume markets.

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Publication Details

Journal
Agricultural Systems
Published
2026-01-30
DOI
https://doi.org/10.1016/j.agsy.2026.104647
Primary Topic
Agricultural Innovations and Practices
Type
article
Field-Weighted Citation Impact
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article

The influence of market access on grain legume adoption and intensity in African small-holder households

Alan J. Duncan, Tarirai Muoni, James Hammond, Andrew P. Barnes
Agricultural Systems
Agricultural Innovations and Practices
article

The influence of market access on grain legume adoption and intensity in African small-holder households

Alan J. Duncan, Tarirai Muoni, James Hammond, Andrew P. Barnes
article en

Abstract

Context<br/>Grain legumes have been promoted to support nutrition, soil quality and income growth. However, uptake is generally low across African smallholders and a number of studies have identified lack of market access for legumes as a main constraint.<br/>Objective<br/>The study employs a cross-sectional dataset of 20,218 smallholder households across 10 African countries to explore the level of legume intensity and the characteristics and determinants of adoptionl.<br/>Methods<br/>An indicator of grain legume intensity is derived on individual plot areas. To accommodate both the high amounts of non-adoption and the differences in the distribution of intensity observed by country we employ a zero-inflated beta regression.<br/>Results and conclusions<br/>There is little diversity in grain legume species planted, though Kenya has the most diversity in legumes grown. Mean legume cultivation intensity ranges from 8% of total cropping area to over 25% in Zambia and Ethiopia. The influence of market access for legumes is a strong and significant predictor of intensity. Conversely, we find the presence of markets for cash crops reduces the incentive to adopt legumes.<br/>Significance<br/>Development strategies should combine household-level interventions with broader market-oriented approaches, as improving legume market access is essential for scaling legume production and enhancing food security, income diversification, and ecological resilience across the region. By analysing a large sample of households across diverse agro-ecological zones, we provide generalizable evidence that complements localized studies. Estimating the decision to both cultivate and intensify legumes within the same model reveals a duality that emphasizes the need for targeted interventions to strengthen legume markets.

Agricultural SystemsVol. 233
Openalex Percentile: Top 73%
Agricultural Innovations and Practices
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The influence of market access on grain legume adoption and intensity in African small-holder households — Alan J. Duncan, Tarirai Muoni, et al. · Agricultural Systems (2026) | TGRS Research Map | TGRS