Small Seed Packs, Big Potential? Effect of Seed Packs on Knowledge and Adoption of Improved Crop Varieties

IF 4.2 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY
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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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.
小种子包,大潜力?种子包装对作物改良品种认识和采用的影响
用于示范和测试的小种子包被广泛用于刺激对改良作物品种的吸收,但关于其有效性的证据仍然好坏参半。本研究考察了在坦桑尼亚和赞比亚,免费或以补贴价格分发的小袋种子是否提高了农民的知识,并随后采用了改良豆类、耐旱玉米和改良的非洲传统蔬菜。利用手机调查数据,并应用熵平衡和机器学习方法来解决选择偏差,我们发现一致的证据表明,种子包装增加了这些作物的技术知识和采用率。以前接触有限的作物获得的知识最多,而熟悉的作物(如抗旱玉米)的改进可能反映的是经验学习,而不是新信息。采用效果在所有作物中都是积极的,并且对替代估计策略具有鲁棒性。总体而言,研究结果表明,小种子包可以作为一种有效的创造需求的工具,特别是在农民面临信息缺口或对改良种质性能不确定的情况下。
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来源期刊
Journal of Agricultural Economics
Journal of Agricultural Economics 管理科学-农业经济与政策
CiteScore
7.90
自引率
2.90%
发文量
48
审稿时长
>24 weeks
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.
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