article · African Journal of Agricultural and Resource Economics
Climate change poses significant threats to agriculture and livelihoods, particularly in developing regions. This study investigates the impacts of climate-smart agricultural (CSA) services on farmers’ resilience in the Gubalafto district of Ethiopia. The study employed a quasi-experimental research design; data were collected from 355 randomly surveyed households. Principal component analysis and multinomial endogenous switching regression were employed to analyse the data. The findings revealed that 44% of the households had a low resilience capacity index (RCI), whereas 37% and 19% had medium and high RCIs, respectively. About 21.13%, 23%, 15% and 10% of households were classified as single, partial, multiple and full adopters, respectively. Adopters of partial, multiple and full practices experienced increases in resilience capacity of 7.4%, 12% and 17%, respectively. Households that adopted more diverse combinations of CSA practices were more resilient than non-adopters. Thus, enhancing adoption levels and capability aspects should be the primary goal of any intervention.
This page summarises published work. The authoritative version sits with the publisher.
DOI: 10.53936/afjare.2026.21(1).4
Is something wrong with this record? Report it or request removal.
Discussion
Have you built on this work, tried to replicate it, or seen it applied in practice? Share what you know. Verified researchers and MARATTO™ domain experts can open a discussion, and any member can reply. Contributions are reviewed before they appear.
No discussion yet. Open the first thread.
New to MARATTO™? Create a free account.