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Farmers’ adoption of green prevention and control technology in China: does information awareness matter?

Author

Listed:
  • Ruifeng Liu

    (Henan Agricultural University)

  • Jian Wang

    (Henan Agricultural University)

  • Mengling Tian

    (Henan Agricultural University)

  • Yefan Nian

    (Clemson University)

  • Wei Ren

    (Henan Agricultural University)

  • Hengyun Ma

    (Henan Agricultural University)

  • Fei Liang

    (Henan Agricultural University)

Abstract

Green prevention and control technology (GPCT) represents an eco-friendly approach in agriculture, aimed at promoting sustainability by reducing farmers’ excessive use of chemical pesticides. Despite the Chinese government having made a large effort to promote the technology, the farmers’ utilization is still low in China, especially when no financial incentives are provided to farmers. This study took 642 farmer questionnaires in Hua county, China, to analyze the effect of information awareness on farmers’ adoption of GPCT. Our findings indicate that farmers’ information awareness is a significant factor in their decision to adopt GPCT. Furthermore, the underlying mechanisms of the influence of information awareness on farmers’ GPCT adoption have been studied. Mechanism analysis shows that farmers’ information awareness affects the adoption of GPCT mainly through social networks. Farmers’ environmental values significantly reinforce the positive influence of information awareness on GPCT adoption. In addition, the regression results from the sub-sample indicate that information awareness has a more pronounced marginal effect on GPCT adoption for farmers with long years of schooling and larger wheat cultivation areas. These results offer insights for promoting GPCT in developing nations.

Suggested Citation

  • Ruifeng Liu & Jian Wang & Mengling Tian & Yefan Nian & Wei Ren & Hengyun Ma & Fei Liang, 2025. "Farmers’ adoption of green prevention and control technology in China: does information awareness matter?," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-16, December.
    • Handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-04363-4
    DOI: 10.1057/s41599-025-04363-4
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    1. Fred Mawunyo Dzanku & Robert Darko Osei & Paul Kwame Nkegbe & Isaac Osei-Akoto, 2022. "Information delivery channels and agricultural technology uptake: experimental evidence from Ghana," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(1), pages 82-120.
    2. Lei, Xiaoyan & Shen, Yan & Smith, James P. & Zhou, Guangsu, 2015. "Do social networks improve Chinese adults’ subjective well-being?," The Journal of the Economics of Ageing, Elsevier, vol. 6(C), pages 57-67.
    3. Shawn A Cole & A Nilesh Fernando, 2021. "‘Mobile’izing Agricultural Advice Technology Adoption Diffusion and Sustainability [Dial “a” for agriculture: using ICTs for agricultural extension in development countries]," The Economic Journal, Royal Economic Society, vol. 131(633), pages 192-219.
    4. Khanna, Abhishek & Kaur, Sanmeet, 2023. "An empirical analysis on adoption of precision agricultural techniques among farmers of Punjab for efficient land administration," Land Use Policy, Elsevier, vol. 126(C).
    5. Skaalsveen, Kamilla & Ingram, Julie & Urquhart, Julie, 2020. "The role of farmers' social networks in the implementation of no-till farming practices," Agricultural Systems, Elsevier, vol. 181(C).
    6. Lai, Wangyang, 2017. "Pesticide use and health outcomes: Evidence from agricultural water pollution in China," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 93-120.
    7. Nikam, Vinayak & Ashok, Arathy & Pal, Suresh, 2022. "Farmers' information needs, access and its impact: Evidence from different cotton producing regions in the Maharashtra state of India," Agricultural Systems, Elsevier, vol. 196(C).
    8. 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.
    9. Shoumin Yue & Ying Xue & Jie Lyu & Kangkang Wang, 2023. "The Effect of Information Acquisition Ability on Farmers’ Agricultural Productive Service Behavior: An Empirical Analysis of Corn Farmers in Northeast China," Agriculture, MDPI, vol. 13(3), pages 1-26, February.
    10. Kerstin Bissinger & Franz X. Bogner, 2018. "Environmental literacy in practice: education on tropical rainforests and climate change," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(5), pages 2079-2094, October.
    11. Munshi, Kaivan, 2004. "Social learning in a heterogeneous population: technology diffusion in the Indian Green Revolution," Journal of Development Economics, Elsevier, vol. 73(1), pages 185-213, February.
    12. Mary Thuo & Alexandra Bell & Boris Bravo-Ureta & Michée Lachaud & David Okello & Evelyn Okoko & Nelson Kidula & Carl Deom & Naveen Puppala, 2014. "Effects of social network factors on information acquisition and adoption of improved groundnut varieties: the case of Uganda and Kenya," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 31(3), pages 339-353, September.
    13. Soul‐kifouly G. Midingoyi & Menale Kassie & Beatrice Muriithi & Gracious Diiro & Sunday Ekesi, 2019. "Do Farmers and the Environment Benefit from Adopting Integrated Pest Management Practices? Evidence from Kenya," Journal of Agricultural Economics, Wiley Blackwell, vol. 70(2), pages 452-470, June.
    14. Charity M. Wangithi & Beatrice W. Muriithi & Raphael Belmin, 2021. "Adoption and Dis-Adoption of Sustainable Agriculture: A Case of Farmers’ Innovations and Integrated Fruit Fly Management in Kenya," Agriculture, MDPI, vol. 11(4), pages 1-18, April.
    15. Pingan Xiang & Jian Guo, 2023. "Understanding Farmers’ Intentions to Adopt Pest and Disease Green Control Techniques: Comparison and Integration Based on Multiple Models," Sustainability, MDPI, vol. 15(14), pages 1-18, July.
    16. Cynthia Kinnan & Robert Townsend, 2012. "Kinship and Financial Networks, Formal Financial Access, and Risk Reduction," American Economic Review, American Economic Association, vol. 102(3), pages 289-293, May.
    17. Mustapha Yakubu Madaki & Mira Lehberger & Miroslava Bavorova & Boluwatife Teniola Igbasan & Harald Kächele, 2024. "Effectiveness of pesticide stakeholders’ information on pesticide handling knowledge and behaviour of smallholder farmers in Ogun State, Nigeria," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(7), pages 17185-17204, July.
    18. Annemie Maertens, 2017. "Who Cares What Others Think (or Do)? Social Learning and Social Pressures in Cotton Farming in India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(4), pages 988-1007.
    19. Sriroop Chaudhuri & Mimi Roy & Louis M. McDonald & Yves Emendack, 2021. "Reflections on farmers’ social networks: a means for sustainable agricultural development?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(3), pages 2973-3008, March.
    20. Qin Fan & Vania B. Salas Garcia, 2018. "Information Access and Smallholder Farmers’ Market Participation in Peru," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(2), pages 476-494, June.
    21. Jane Mills & Peter Gaskell & Julie Ingram & Janet Dwyer & Matt Reed & Christopher Short, 2017. "Engaging farmers in environmental management through a better understanding of behaviour," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 34(2), pages 283-299, June.
    22. Justice A. Tambo & Lenis Saweda O. Liverpool‐Tasie, 2024. "Are farm input subsidies a disincentive for integrated pest management adoption? Evidence from Zambia," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(2), pages 740-763, June.
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