Cocoa climate-smart agriculture adoption in Ghana: why the synergies and trade-offs matter for policy
Philip Neri Zuobog · Gazali Issahaku · Franklin N. Mabe 等 5 人
研究加纳可可农采纳气候智能农业的驱动因素及协同与权衡,为政策提供建议。
使用Spearman秩相关和多元probit模型分析455名农户数据。
采纳率差异大,感知有效性影响采纳,社会经济因素显著驱动。
可探索不同区域CSA实践间的协同与权衡机制,以及如何通过政策组合优化采纳效果。
基于455名农户数据的实证研究,揭示气候智慧农业在可可种植中的采纳差异与协同权衡,对政策制定有参考价值。
The role of climate-smart agriculture (CSA) in sustainable cocoa production cannot be ignored. However, studies on perceived effectiveness and the socio-economic drivers of CSA among cocoa farmers are underexplored. This study fills the gap by using Spearman’s rank correlation and a multivariate probit model with 455 cocoa farmers in Ghana. Results show high adoption of agroforestry (93.48%) and hybrid planting materials (86.30%), moderate uptake of lining and pegging (52%) and cover cropping (49%), and relatively low adoption of irrigation (23%), drainage construction (30%) and off-farm diversification (33%). Most farmers perceive agroforestry, hybrid varieties, lining and pegging, and cover cropping as effective or highly effective in reducing the impacts of climate variability. In contrast, a large proportion are uncertain about the benefits of off-farm diversification, irrigation, and drainage, revealing important information and perception gaps. There are positive and significant correlations among perceived effectiveness scores (on-farm and off-farm diversification; SWC and drainage). The study found that farming experience, farm size, household size, climate information, distance to the farm, ICT ownership, membership of farmer-based organizations, and regional location significantly shape the adoption of CSA practices. Hence, to promote sustainable cocoa production, a climate-smart cocoa policy should recognize both the complementarities and trade-offs among CSA practices. Therefore, cocoa policymakers should strengthen extension and climate information systems, promote integrated, context-specific CSA packages, improve access to irrigation, and support farmer organizations.