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The impact of financial support and innovation awareness on farmers' adoption of green production technology

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  • Han, Chao
  • Lyu, Juekai
  • Zhong, Daojun

Abstract

To analyze the impact mechanisms of financial support, innovation awareness, and other related factors on farmers’ willingness to adopt green production technology, this study uses the Oprobit model to investigate data from 521 surveys in Henan, Guangdong, and Fujian provinces. Results indicate that (1) the more monetary support farmers receive, the stronger their willingness to adopt green production technology will be. Concurrently, risk perception has a negative moderating influence on the process of monetary support affecting farmers’ willingness to adopt green production technology. (2) The more policy support farmers receive, the stronger their willingness to adopt green production technology will be. Additionally, the market environment has a positive promotional influence on the process of policy support affecting farmers’ willingness to adopt green production technology. (3) The stronger a farmers’ technological capabilities, the stronger their willingness to adopt green production technology will be. Technology adoption costs have a negative moderating influence on the path of technological capabilities affecting farmers’ willingness to adopt green production technology.

Suggested Citation

  • Han, Chao & Lyu, Juekai & Zhong, Daojun, 2025. "The impact of financial support and innovation awareness on farmers' adoption of green production technology," Finance Research Letters, Elsevier, vol. 79(C).
  • Handle: RePEc:eee:finlet:v:79:y:2025:i:c:s1544612325005227
    DOI: 10.1016/j.frl.2025.107259
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    References listed on IDEAS

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    1. Nawab Khan & Ram L. Ray & Ghulam Raza Sargani & Muhammad Ihtisham & Muhammad Khayyam & Sohaib Ismail, 2021. "Current Progress and Future Prospects of Agriculture Technology: Gateway to Sustainable Agriculture," Sustainability, MDPI, vol. 13(9), pages 1-31, April.
    2. Shira Bukchin & Dorit Kerret, 2018. "Food for Hope: The Role of Personal Resources in Farmers’ Adoption of Green Technology," Sustainability, MDPI, vol. 10(5), pages 1-11, May.
    3. Long Le Hoang Nguyen & Duong Thuy Khuu & Alrence Halibas & Trung Quang Nguyen, 2024. "Factors That Influence the Intention of Smallholder Rice Farmers to Adopt Cleaner Production Practices: An Empirical Study of Precision Agriculture Adoption," Evaluation Review, , vol. 48(4), pages 692-735, August.
    4. Shilei Cui & Yajuan Li & Xiaoqiang Jiao & Dong Zhang, 2022. "Hierarchical Linkage between the Basic Characteristics of Smallholders and Technology Awareness Determines Small-Holders’ Willingness to Adopt Green Production Technology," Agriculture, MDPI, vol. 12(8), pages 1-17, August.
    5. Devi, P. Indira & Solomon, Sebin Sara & Jayasree, M.G., 2015. "Green Technologies for Sustainable Agriculture: Policy Options Towards Farmer Adoption," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 69(3), pages 1-12.
    6. Thi Tam Duong & Tom Brewer & Jo Luck & Kerstin Zander, 2019. "A Global Review of Farmers’ Perceptions of Agricultural Risks and Risk Management Strategies," Agriculture, MDPI, vol. 9(1), pages 1-16, January.
    7. Bai, Dongbei & Hu, Jin & Irfan, Muhammad & Hu, Mingjun, 2023. "Unleashing the impact of ecological civilization pilot policies on green technology innovation: Evidence from a novel SC-DID model," Energy Economics, Elsevier, vol. 125(C).
    8. Xiao Liu & Zhenyu Wang & Xiaoyan Han, 2024. "The Impact of Digital Literacy on Farmers’ Green Production Behavior: Mediating Effects Based on Ecological Cognition," Sustainability, MDPI, vol. 16(17), pages 1-20, August.
    9. Abate, Gashaw Tadesse & Rashid, Shahidur & Borzaga, Carlo & Getnet, Kindie, 2016. "Rural Finance and Agricultural Technology Adoption in Ethiopia: Does the Institutional Design of Lending Organizations Matter?," World Development, Elsevier, vol. 84(C), pages 235-253.
    10. Wenhao Song & Hongyan Yu, 2018. "Green Innovation Strategy and Green Innovation: The Roles of Green Creativity and Green Organizational Identity," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(2), pages 135-150, March.
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