ケニア・マチャコス県の小規模農家における自然を基盤とした解決策、農業生産性、世帯生計
Nature-Based Solutions, Agricultural Productivity and Household Livelihoods among Smallholder Farmers in Machakos County, Kenya (原題)
Kayamberi Pauline Agesa, Ezekiel Ndunda, Jesse Owino
🤖 gxceed AI 要約
日本語
ケニアの小規模農家202戸を調査し、自然を基盤とした解決策(NbS)の採用が農業生産性と世帯生計に与える影響を分析。採用者は非採用者より生産性・生計スコアが有意に高く、回帰分析でも正の関連が示された。ただし横断研究のため因果は断定できない。
English
This study of 202 smallholder farmers in Kenya found that adoption of nature-based solutions (NbS) is associated with significantly higher agricultural productivity and household livelihood scores. Regression analysis confirmed a positive relationship, but causal inference is limited by the cross-sectional design.
Unofficial AI-generated summary based on the public title and abstract. Not an official translation.
📝 gxceed 編集解説 — Why this matters
日本のGX文脈において
日本ではNbSは気候変動適応策として注目されるが、本論文はケニアの小規模農業に焦点を当てており、直接的な日本のGX実務への示唆は限定的。ただし、持続可能な農業と生態系保全の統合的アプローチは、日本の農業政策や国際協力の参考になり得る。
In the global GX context
This paper contributes to the global NbS literature by providing empirical evidence from a developing country context, relevant for climate adaptation and sustainable agriculture. It underscores the importance of integrated approaches, which is valuable for international development and climate policy discussions.
👥 読者別の含意
🔬研究者:Provides empirical evidence on NbS adoption and its association with productivity and livelihoods in a smallholder context.
🏢実務担当者:Highlights potential benefits of NbS for agricultural extension and sustainable land management programs.
🏛政策担当者:Suggests that supporting NbS adoption could enhance agricultural productivity and household welfare, informing agricultural and climate policies.
📄 Abstract(原文)
Nature-based solutions (NbS) offer an approach to sustainable agricultural development by restoring ecological functions while supporting production and household welfare. This study evaluated the relationship of NbS adoption with agricultural productivity and household livelihoods among smallholder farmers in Machakos County, Kenya. The analysis was based on data from 202 smallholder farmers and focused exclusively on the study's fourth objective. A mixed-methods research design was used, with structured household questionnaires forming the principal source of quantitative evidence and qualitative observations and interviews providing contextual interpretation. Agricultural productivity was assessed using crop yield, soil fertility improvement and farm-output consistency, while livelihood outcomes were assessed using household income, food security and income diversification. Descriptive statistics were used to characterise outcome patterns, while an independent-samples t-test compared adopters and non-adopters and regression analysis examined the relationship between NbS adoption and the combined productivity and livelihood outcomes. Among farmers classified by adoption intensity, 18.8% had low adoption, 50.5% moderate adoption and 30.7% high adoption. Among the productivity indicators, soil-fertility improvement recorded the highest proportion of positive responses (46.5%), followed by crop yield (41.6%) and farm-output consistency (39.1%). Livelihood outcomes were also generally positive, with food security showing the highest proportion of improved outcomes (47.5%), followed by household income (44.1%) and income diversification (41.6%). Adopters had significantly higher productivity scores than non-adopters (4.12 versus 2.89; t = 6.74, p < 0.001) and significantly higher livelihood scores (4.05 versus 2.76; t = 5.98, p < 0.001). Regression analysis further indicated a positive association between NbS adoption and the combined agricultural productivity and livelihood outcomes (β = 0.68, SE = 0.09, t = 7.56, p < 0.001). The findings suggest that NbS adoption is associated with improved agricultural performance and household welfare among smallholder farmers in Machakos County. However, because the study was cross-sectional, the observed relationships should not be interpreted as definitive causal effects. Strengthening integrated NbS support, extension services and outcome-based monitoring is recommended to enhance the productivity and livelihood benefits of sustainable land management.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.9734/ajaar/2026/v26i9754first seen 2026-09-06 05:11:36
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