IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i21p14457-d962715.html
   My bibliography  Save this article

What Drives the Adoption of Agricultural Green Production Technologies? An Extension of TAM in Agriculture

Author

Listed:
  • Qianchun Dai

    (School of Economics and Management, Anhui Agricultural University, Hefei 230036, China)

  • Kequn Cheng

    (School of Economics and Management, Anhui Agricultural University, Hefei 230036, China)

Abstract

Understanding farmers’ intentions to use agricultural green production technologies (AGPTs) is essential for reducing agricultural pollution. Drawing on the Technology Acceptance Model (TAM), this study analyzes the impacts of government regulation and social network on farmers’ AGPTs adoption behavior. Field research on 738 responses in China revealed that government regulation and social network were positively related to AGPTs adoption behavior, and that the effects were mediated by perceived usefulness, perceived ease of use and price value. Furthermore, we found that risk perception moderated the relationships between perceived ease of use and adoption behavior, as well as the relationship between price value and adoption behavior. Implications for the theoretical understanding of government regulation, social network and risk perception are discussed.

Suggested Citation

  • Qianchun Dai & Kequn Cheng, 2022. "What Drives the Adoption of Agricultural Green Production Technologies? An Extension of TAM in Agriculture," Sustainability, MDPI, vol. 14(21), pages 1-18, November.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:21:p:14457-:d:962715
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/21/14457/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/21/14457/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Chuanhui Liao & Dingtao Zhao & Shuang Zhang & Lanfang Chen, 2018. "Determinants and the Moderating Effect of Perceived Policy Effectiveness on Residents’ Separation Intention for Rural Household Solid Waste," IJERPH, MDPI, vol. 15(4), pages 1-17, 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. Oriana Bandiera & Imran Rasul, 2006. "Social Networks and Technology Adoption in Northern Mozambique," Economic Journal, Royal Economic Society, vol. 116(514), pages 869-902, October.
    4. 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.
    5. Victor A. Ogurtsov & Marcel A.P.M. van Asseldonk & Ruud B.M. Huirne, 2009. "Purchase of Catastrophe Insurance by Dutch Dairy and Arable Farmers," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 31(1), pages 143-162.
    6. Shichun Du & Jing Liu & Zetian Fu, 2021. "The Impact of Village Rules and Formal Environmental Regulations on Farmers’ Cleaner Production Behavior: New Evidence from China," IJERPH, MDPI, vol. 18(14), pages 1-20, July.
    7. Meyer, Andrew, 2015. "Does education increase pro-environmental behavior? Evidence from Europe," Ecological Economics, Elsevier, vol. 116(C), pages 108-121.
    8. Kumar, Pradeep & Kant, Shashi, 2019. "Endogenous time preferences of forest goods and community-based forest management," Ecological Economics, Elsevier, vol. 163(C), pages 205-214.
    9. Veronika Hannus & Johannes Sauer, 2021. "Understanding Farmers’ Intention to Use a Sustainability Standard: The Role of Economic Rewards, Knowledge, and Ease of Use," Sustainability, MDPI, vol. 13(19), pages 1-21, September.
    10. Mingyue Li & Yu Liu & Yuhe Huang & Lianbei Wu & Kai Chen, 2022. "Impacts of Risk Perception and Environmental Regulation on Farmers’ Sustainable Behaviors of Agricultural Green Production in China," Agriculture, MDPI, vol. 12(6), pages 1-20, June.
    11. Victor A. Ogurtsov & Marcel A.P.M. van Asseldonk & Ruud B.M. Huirne, 2009. "Purchase of Catastrophe Insurance by Dutch Dairy and Arable Farmers," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 31(1), pages 143-162.
    12. Broman Toft, Madeleine & Schuitema, Geertje & Thøgersen, John, 2014. "Responsible technology acceptance: Model development and application to consumer acceptance of Smart Grid technology," Applied Energy, Elsevier, vol. 134(C), pages 392-400.
    13. Kaivan Munshi & Mark R. Rosenzweig, 2005. "Why is Mobility in India so Low? Social Insurance, Inequality, and Growth," CID Working Papers 121, Center for International Development at Harvard University.
    14. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    15. Zhaoxu Liu & Jinghua Sun & Weiya Zhu & Yanbo Qu, 2021. "Exploring Impacts of Perceived Value and Government Regulation on Farmers’ Willingness to Adopt Wheat Straw Incorporation in China," Land, MDPI, vol. 10(10), pages 1-18, October.
    16. Fahad, Shah & Wang, Jianling, 2018. "Farmers’ risk perception, vulnerability, and adaptation to climate change in rural Pakistan," Land Use Policy, Elsevier, vol. 79(C), pages 301-309.
    17. Hanan G. Jacoby & Guo Li & Scott Rozelle, 2002. "Hazards of Expropriation: Tenure Insecurity and Investment in Rural China," American Economic Review, American Economic Association, vol. 92(5), pages 1420-1447, December.
    18. Hailemariam Teklewold & Menale Kassie & Bekele Shiferaw, 2013. "Adoption of Multiple Sustainable Agricultural Practices in Rural Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 597-623, September.
    19. Shikuku, Kelvin Mashisia, 2019. "Information exchange links, knowledge exposure, and adoption of agricultural technologies in northern Uganda," World Development, Elsevier, vol. 115(C), pages 94-106.
    20. Sefa Awaworyi Churchill & Vinod Mishra, 2017. "Trust, Social Networks and Subjective Wellbeing in China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 132(1), pages 313-339, May.
    21. Kaijing Xue & Shili Guo & Yi Liu & Shaoquan Liu & Dingde Xu, 2021. "Social Networks, Trust, and Disaster-Risk Perceptions of Rural Residents in a Multi-Disaster Environment: Evidence from Sichuan, China," IJERPH, MDPI, vol. 18(4), pages 1-25, February.
    22. Bambio, Yiriyibin & Bouayad Agha, Salima, 2018. "Land tenure security and investment: Does strength of land right really matter in rural Burkina Faso?," World Development, Elsevier, vol. 111(C), pages 130-147.
    23. Georgina Moreno & David L. Sunding, 2005. "Joint Estimation of Technology Adoption and Land Allocation with Implications for the Design of Conservation Policy," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(4), pages 1009-1019.
    24. Melo, Patricia C. & Ge, Jiaqi & Craig, Tony & Brewer, Mark J. & Thronicker, Ines, 2018. "Does Work-life Balance Affect Pro-environmental Behaviour? Evidence for the UK Using Longitudinal Microdata," Ecological Economics, Elsevier, vol. 145(C), pages 170-181.
    25. Donkor, Emmanuel & Onakuse, Stephen & Bogue, Joe & De Los Rios-Carmenado, Ignacio, 2019. "Fertiliser adoption and sustainable rural livelihood improvement in Nigeria," Land Use Policy, Elsevier, vol. 88(C).
    26. Eanes, Francis R. & Singh, Ajay S. & Bulla, Brian R. & Ranjan, Pranay & Fales, Mary & Wickerham, Benjamin & Doran, Patrick J. & Prokopy, Linda S., 2019. "Crop advisers as conservation intermediaries: Perceptions and policy implications for relying on nontraditional partners to increase U.S. farmers’ adoption of soil and water conservation practices," Land Use Policy, Elsevier, vol. 81(C), pages 360-370.
    27. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    28. Mulu Debela Ofolsha & Fekadu Beyene Kenee & Dawit Alemu Bimirew & Tesfaye Lemma Tefera & Aseffa Seyoum Wedajo, 2022. "The Effect of Social Networks on Smallholder Farmers’ Decision to Join Farmer-Base Seed Producer Cooperatives (FBSc): The Case of Hararghe, Oromia, Ethiopia," Sustainability, MDPI, vol. 14(10), pages 1-19, May.
    29. Mao, Hui & Zhou, Li & Ying, RuiYao & Pan, Dan, 2021. "Time Preferences and green agricultural technology adoption: Field evidence from rice farmers in China," Land Use Policy, Elsevier, vol. 109(C).
    30. François J Dessart & Jesús Barreiro-Hurlé & René van Bavel, 2019. "Behavioural factors affecting the adoption of sustainable farming practices: a policy-oriented review," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 46(3), pages 417-471.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chengmin Li & Haoyu Deng & Guoxin Yu & Rong Kong & Jian Liu, 2024. "Impact Effects of Cooperative Participation on the Adoption Behavior of Green Production Technologies by Cotton Farmers and the Driving Mechanisms," Agriculture, MDPI, vol. 14(2), pages 1-25, January.
    2. Fikriye Yazar & Arzu Secer, 2023. "Why Farmers Prefer to Use Warehouse Receipt System in Turkey: An Integrated Model Approach," Sustainability, MDPI, vol. 15(21), pages 1-12, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mao, Hui & Zhou, Li & Ying, RuiYao & Pan, Dan, 2021. "Time Preferences and green agricultural technology adoption: Field evidence from rice farmers in China," Land Use Policy, Elsevier, vol. 109(C).
    2. Guo, Zhangdong & Chen, Xiaoqi & Zhang, Yongwang, 2022. "Impact of environmental regulation perception on farmers' agricultural green production technology adoption: A new perspective of social capital," Technology in Society, Elsevier, vol. 71(C).
    3. Jutao Zeng & Jie Lyu, 2023. "Simultaneous Decisions to Undertake Off-Farm Work and Straw Return: The Role of Cognitive Ability," Land, MDPI, vol. 12(8), pages 1-21, August.
    4. Chunfang Yang & Hengyuan Zeng & Yifeng Zhang, 2022. "Are Socialized Services of Agricultural Green Production Conducive to the Reduction in Fertilizer Input? Empirical Evidence from Rural China," IJERPH, MDPI, vol. 19(22), pages 1-16, November.
    5. Laura Moritz & Lena Kuhn & Ihtiyor Bobojonov, 2023. "The role of peer imitation in agricultural index insurance adoption: Findings from lab‐in‐the‐field experiments in Kyrgyzstan," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1649-1672, August.
    6. Kazushi Takahashi & Rie Muraoka & Keijiro Otsuka, 2020. "Technology adoption, impact, and extension in developing countries’ agriculture: A review of the recent literature," Agricultural Economics, International Association of Agricultural Economists, vol. 51(1), pages 31-45, January.
    7. Giuseppe Maggio & Marina Mastrorillo & Nicholas J. Sitko, 2022. "Adapting to High Temperatures: Effect of Farm Practices and Their Adoption Duration on Total Value of Crop Production in Uganda," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(1), pages 385-403, January.
    8. Khushbu Mishra & Abdoul G. Sam & Gracious M. Diiro & Mario J. Miranda, 2020. "Gender and the dynamics of technology adoption: Empirical evidence from a household‐level panel data," Agricultural Economics, International Association of Agricultural Economists, vol. 51(6), pages 857-870, November.
    9. Wu, Haixia & Ge, Yan & Li, Jianping, 2023. "Uncertainty, time preference and households’ adoption of rooftop photovoltaic technology," Energy, Elsevier, vol. 276(C).
    10. Stephane, Victor, 2021. "Hiding behind the veil of ashes: Social capital in the wake of natural disasters," World Development, Elsevier, vol. 145(C).
    11. Singha, C., 2018. "Analysing adoption of soil conservation measures by farmers in Darjeeling district, India," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277549, International Association of Agricultural Economists.
    12. Chandan Singha, 2017. "Analyzing Adoption of soil Conservation Measures by Farmers in Darjeeling District, India," Working Papers id:12204, eSocialSciences.
    13. Yanbing Wang & Niklas Möhring & Robert Finger, 2023. "When my neighbors matter: Spillover effects in the adoption of large‐scale pesticide‐free wheat production," Agricultural Economics, International Association of Agricultural Economists, vol. 54(2), pages 256-273, March.
    14. Kibrom A. Abay & Goytom A. Kahsay & Guush Berhane, 2018. "Social Networks and Factor Markets: Panel Data Evidence from Ethiopia," Journal of Development Studies, Taylor & Francis Journals, vol. 54(1), pages 174-190, January.
    15. D’Exelle, Ben & Verschoor, Arjan, 2023. "Village networks and entrepreneurial farming in Uganda," World Development, Elsevier, vol. 167(C).
    16. Massfeller, Anna & Meraner, Manuela & Hüttel, Silke & Uehleke, Reinhard, 2022. "Farmers' acceptance of results-based agri-environmental schemes: A German perspective," Land Use Policy, Elsevier, vol. 120(C).
    17. Dsouza, Alwin & Mishra, Ashok. K., 2016. "Adoption and Abandonment of Conservation Technologies in Developing Economies: The Case of South Asia," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235243, Agricultural and Applied Economics Association.
    18. Di Falco, Salvatore & Feri, Francesco & Pin, Paolo & Vollenweider, Xavier, 2018. "Ties that bind: Network redistributive pressure and economic decisions in village economies," Journal of Development Economics, Elsevier, vol. 131(C), pages 123-131.
    19. Mingyue Li & Yu Liu & Yuhe Huang & Lianbei Wu & Kai Chen, 2022. "Impacts of Risk Perception and Environmental Regulation on Farmers’ Sustainable Behaviors of Agricultural Green Production in China," Agriculture, MDPI, vol. 12(6), pages 1-20, June.
    20. Mukasa Adamon N., 2016. "Working Paper 233 - Technology Adoption and Risk Exposure among Smallholder Farmers: Panel Data Evidence from Tanzania and Uganda," Working Paper Series 2328, African Development Bank.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:21:p:14457-:d:962715. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.