Kelvin Mulungu, Mitelo Subakanya, Peter Setimela, Akpo Essegbemon, Walter Chivasa, James Gethi, Mazvita Chiduwa, Jeremiah Sigalla, Henry‐Hussein Mvungi, Hambulo Ngoma
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引用次数: 0
Abstract
Small seed packs for demonstration and testing are widely used to stimulate the uptake of improved crop varieties, yet evidence on their effectiveness remains mixed. This study examines whether small seed packs distributed either for free or at a subsidised price enhance farmers' knowledge and subsequent adoption of improved legumes, drought‐tolerant maize, and improved traditional African vegetables in Tanzania and Zambia. Drawing on mobile phone survey data and applying entropy balancing alongside machine‐learning methods to address selection bias, we find consistent evidence that seed packs increase both technical knowledge and adoption of these crops. Knowledge gains are strongest for crops with limited prior exposure, while improvements for familiar crops such as drought‐tolerant maize likely reflect experiential learning rather than new information. Adoption effects are positive across all crops and robust to alternative estimation strategies. Overall, the results indicate that small seed packs can serve as an effective demand‐creation tool, particularly in settings where farmers face information gaps or uncertainty about the performance of improved germplasm.
期刊介绍:
Published on behalf of the Agricultural Economics Society, the Journal of Agricultural Economics is a leading international professional journal, providing a forum for research into agricultural economics and related disciplines such as statistics, marketing, business management, politics, history and sociology, and their application to issues in the agricultural, food, and related industries; rural communities, and the environment.
Each issue of the JAE contains articles, notes and book reviews as well as information relating to the Agricultural Economics Society. Published 3 times a year, it is received by members and institutional subscribers in 69 countries. With contributions from leading international scholars, the JAE is a leading citation for agricultural economics and policy. Published articles either deal with new developments in research and methods of analysis, or apply existing methods and techniques to new problems and situations which are of general interest to the Journal’s international readership.