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Cultivating Green Champions: The Role of High-Quality Farmer Training in Sustainable Agriculture

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  • Xiankai Lei

    (Xinyang Normal University
    Dabie Mountain Economic and Social Development Research Center)

  • Dongmei Yang

    (Xinyang Normal University)

Abstract

This study examines the transformative impact of cultivating high-quality farmers on the green production efficiency of agricultural practices in Henan Province, China. Utilizing a robust dataset from 2263 exemplary farmers and employing the Data Envelopment Analysis-Slack Based Measure (DEA-SBM) and Tobit models, we explore the nexus between farmer training programs and sustainable agricultural outcomes. Our findings underscore a statistically significant positive correlation between the cultivation of high-quality farmers and green production efficiency, highlighting the pivotal role of comprehensive training and skill development in enhancing sustainable farming practices. Further analysis reveals the nuanced effects of technological extension in amplifying the benefits of high-quality farmer cultivation on green production. This study contributes to the discourse on sustainable development within the agricultural sector by demonstrating how targeted educational initiatives and the promotion of advanced technologies can foster environmental stewardship and optimize resource utilization. The insights presented herein advocate for the scaling and customization of farmer training programs to meet the diverse needs of various farm types, promoting a knowledge-driven approach toward sustainable agriculture within the knowledge economy framework. Our research offers valuable implications for policymakers, agricultural stakeholders, and the broader academic community, stressing the importance of integrating knowledge, innovation, and technology in cultivating a resilient and sustainable agricultural landscape.

Suggested Citation

  • Xiankai Lei & Dongmei Yang, 2025. "Cultivating Green Champions: The Role of High-Quality Farmer Training in Sustainable Agriculture," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 2016-2046, March.
    • Handle: RePEc:spr:jknowl:v:16:y:2025:i:1:d:10.1007_s13132-024-02014-8
    DOI: 10.1007/s13132-024-02014-8
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    1. Natalia Molina & Gianluca Brunori & Elena Favilli & Stefano Grando & Patrizia Proietti, 2021. "Farmers’ Participation in Operational Groups to Foster Innovation in the Agricultural Sector: An Italian Case Study," Sustainability, MDPI, vol. 13(10), pages 1-27, May.
    2. Liu, Shan & Zhong, Chun, 2024. "Green growth: Intellectual property conflicts and prospects in the extraction of natural resources for sustainable development," Resources Policy, Elsevier, vol. 89(C).
    3. Karolina Pawlak & Małgorzata Kołodziejczak, 2020. "The Role of Agriculture in Ensuring Food Security in Developing Countries: Considerations in the Context of the Problem of Sustainable Food Production," Sustainability, MDPI, vol. 12(13), pages 1-20, July.
    4. Junjin Chen & Hong Zhou, 2023. "The Role of Contract Farming in Green Smart Agricultural Technology," Sustainability, MDPI, vol. 15(13), pages 1-14, July.
    5. Matin Qaim, 2020. "Role of New Plant Breeding Technologies for Food Security and Sustainable Agricultural Development," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(2), pages 129-150, June.
    6. Robert M. Chiles & Garrett Broad & Mark Gagnon & Nicole Negowetti & Leland Glenna & Megan A. M. Griffin & Lina Tami-Barrera & Siena Baker & Kelly Beck, 2021. "Democratizing ownership and participation in the 4th Industrial Revolution: challenges and opportunities in cellular agriculture," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 38(4), pages 943-961, December.
    7. Marios Vasileiou & Leonidas Sotirios Kyrgiakos & Christina Kleisiari & Georgios Kleftodimos & George Vlontzos & Hatem Belhouchette & Panos M. Pardalos, 2024. "Transforming weed management in sustainable agriculture with artificial intelligence: a systematic literature review towards weed identification and deep learning," Post-Print hal-04297703, HAL.
    8. Aijun Guo & Xiaoyun Wei & Fanglei Zhong & Penglong Wang & Xiaoyu Song, 2022. "Does Cognition of Resources and the Environment Affect Farmers’ Production Efficiency? Study of Oasis Agriculture in China," Agriculture, MDPI, vol. 12(5), pages 1-18, April.
    9. Mingyong Hong & Shunfa Yu & Jiao Long, 2023. "Agricultural Land Rights Confirmation, Clan Network, and Farmers’ Investment in Production and Operation," Land, MDPI, vol. 12(10), pages 1-18, October.
    10. Wu, Haitao & Wang, Bingjie & Lu, Mingyue & Irfan, Muhammad & Miao, Xin & Luo, Shiyue & Hao, Yu, 2023. "The strategy to achieve zero‑carbon in agricultural sector: Does digitalization matter under the background of COP26 targets?," Energy Economics, Elsevier, vol. 126(C).
    11. Christopher Cramer & Jonathan Di John & John Sender, 2022. "Classification and Roundabout Production in High‐value Agriculture: A Fresh Approach to Industrialization," Development and Change, International Institute of Social Studies, vol. 53(3), pages 495-524, May.
    12. Baozhong Cai & Fang Shi & Yuangji Huang & Meseret Abatechanie, 2021. "The Impact of Agricultural Socialized Services to Promote the Farmland Scale Management Behavior of Smallholder Farmers: Empirical Evidence from the Rice-Growing Region of Southern China," Sustainability, MDPI, vol. 14(1), pages 1-17, December.
    13. Awais Ali & Tajamul Hussain & Noramon Tantashutikun & Nurda Hussain & Giacomo Cocetta, 2023. "Application of Smart Techniques, Internet of Things and Data Mining for Resource Use Efficient and Sustainable Crop Production," Agriculture, MDPI, vol. 13(2), pages 1-22, February.
    14. Shuang Ren & Guiyao Tang & Susan Jackson, 2018. "Green human resource management research in emergence: A review and future directions," Asia Pacific Journal of Management, Springer, vol. 35(3), pages 769-803, September.
    15. Thi Lam Bui & Huu Cuong Tran & Hossein Azadi & Philippe Lebailly, 2018. "Improving the Technical Efficiency of Sengcu Rice Producers through Better Financial Management and Sustainable Farming Practices in Mountainous Areas of Vietnam," Sustainability, MDPI, vol. 10(7), pages 1-19, July.
    16. Guangyue Xu & Juanjuan Li & Peter M. Schwarz & Hualiu Yang & Huiying Chang, 2022. "Rural financial development and achieving an agricultural carbon emissions peak: an empirical analysis of Henan Province, China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(11), pages 12936-12962, November.
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