Evidence map›Paper›PMID 41974853›Full record

ArticleScientific reports2026

Smallholder farmers' adaptation strategies among coffee farming household heads in the Kafa biosphere reserve, Ethiopia.

Amare Amsalu, Weyessa Garedew, Girma Alemu Melka, Mehmet Ali Çelik, Dessalegn Obsi Gemeda

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Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Amare AmsaluDepartment of Natural Resource Management, College of Agriculture and Veterinary Medicine, Jimma University, Jimma, Ethiopia. amareamsalunew@gmail.com.
Weyessa GaredewDepartment of Horticulture and Plant Sciences, College of Agriculture and Veterinary Medicine, Jimma University, Jimma, Ethiopia.
Girma Alemu MelkaDepartment of Geography and Environmental Studies, College of Social Sciences and Humanities, Jimma University, Jimma, Ethiopia.
Mehmet Ali ÇelikDepartment of Geography, Faculty of Arts and Sciences, Igdir University, Iğdır, Turkey.
Dessalegn Obsi GemedaDepartment of Natural Resource Management, College of Agriculture and Veterinary Medicine, Jimma University, Jimma, Ethiopia.ORCID https://orcid.org/0000-0002-8635-260X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Climate change poses a major threat to smallholder agriculture in ecologically sensitive regions like Ethiopia. This study assess climate trends and identifies the determinant that influence adoption of adaptation strategies among coffee-farming households in the Kafa Biosphere Reserve, Ethiopia. Data was gathered through household surveys, focus group discussions, and key informant interviews. Climatic trends were analyzed using the Mann-Kendall test and Sen’s slope estimator, while a Multivariate Probit Model were used to evaluate factors driving four adaptation strategies: agronomic practices, soil and water conservation (SWC), livelihood diversification, and agroforestry. Results show a significant warming, especially in minimum and mean temperatures, with erratic rainfall. Agronomic practices were the most adopted strategy (23.1%), while 29.9% of households undertook no adaptation. The econometric analysis reveals that access to institutional resources, particularly access to credit, extension services, and early warning systems, are the key determinant factors that enable adoption. Conversely, forest dependency significantly reduces the likelihood of adopting nearly all strategies. Female-headed households are more likely to diversify livelihoods but less likely to adopt labor-intensive SWC. Farm size and agroecological zone (AEZ) also shape strategy choice. Moreover, significant complementarities exist between SWC and agroforestry. The study concludes that building climate resilience requires moving beyond the dissemination of technologies to actively strengthen institutional support, design gender-responsive programs, break forest-dependency traps through integrated livelihood approaches, and promote synergistic practice packages. These targeted interventions are essential for enhancing equitable adaptive capacity in smallholder systems.

Indexed as

AgricultureCoffeeFarmersClimate ChangeConservation of Natural ResourcesEthiopiaFamily CharacteristicsHumansCoffeeAgroforestryClimate change adaptationInstitutional accessMultivariate probit modelSmallholder farmers

Identifiers

PMID41974853
PMCPMC13234277

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.