Adoption patterns of Climate-Smart Agriculture in integrated crop-livestock smallholder farming systems of Zimbabwe

Модели внедрения климатически оптимизированного сельского хозяйства в интегрированных мелкотоварных системах растениеводства и животноводства Зимбабве
Angeline Mujeyi, Maxwell Mudhara, M. Mutenje
2021-06-06

Climate-smart agricultureCluster analysisCrop-livestock farming systemsDouble hurdle modelPrincipal component analysis
This paper maps adoption patterns and determinants of Climate-Smart Agriculture (CSA) technologies. A multivariate analysis approach that combined principal component analysis (PCA) and cluster analysis was employed and findings showed that patterns of CSA varied across household typologies. Resource endowed, experienced farmers have a high use of crop rotation and minimum tillage that require more resources while resource-constrained clusters shunned those. Double hurdle model results showed that adoption of CSA is significantly affected by distance to the tarred road, access to weather information, livestock income share and ownership of transport asset. Adoption intensity is significantly affected by the sex of household head, labour size, frequency of extension contact, credit access, access to weather forecasts, off-farm income, distance to input and output markets, number of traders and asset ownership. The study recommends policies that ensure access to credit and weather forecasts coupled with frequent access to extension services.
1
Adoption of CSA technologies is significantly influenced by distance to tarred roads, access to weather information, livestock income share, and transport-asset ownership.
2
CSA adoption intensity is significantly associated with household-head sex, labour size, extension-contact frequency, credit access, weather-forecast access, off-farm income, market distances, trader numbers, and asset ownership.
3
CSA adoption patterns differ across household typologies in Zimbabwe’s integrated crop-livestock smallholder farming systems.
4
Resource-endowed and experienced farmers more frequently use resource-intensive practices, particularly crop rotation and minimum tillage; resource-constrained households largely avoid them.
5
The study recommends expanding credit and weather-forecast access alongside more frequent agricultural extension services to support CSA adoption.

Climate-Smart Agriculture technologies in integrated crop-livestock smallholder farming systems of Zimbabwe

Adoption patterns, adoption intensity, and determinants of Climate-Smart Agriculture technologies across smallholder household typologies

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Publication Date
2021-06-06
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Authors
Angeline Mujeyi
Maxwell Mudhara
M. Mutenje
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