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Preventing Agricultural Non-Point Source Pollution in China: The Effect of Environmental Regulation with Digitization

Author

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  • Weikun Zhang

    (School of Social and Public Administration, Lingnan Normal University, Zhanjiang 524088, China
    School of Management, Guangdong Ocean University, Zhanjiang 524088, China
    These authors contributed equally to this work.)

  • Peng Gao

    (School of Management, Guangdong Ocean University, Zhanjiang 524088, China
    These authors contributed equally to this work.)

  • Zhe Chen

    (School of Economics & Finance, Zhanjiang University of Science and Technology, Zhanjiang 524088, China)

  • Hailan Qiu

    (School of Economics and Management, Jiangxi Agricultural University, Nanchang 330044, China)

Abstract

Environmental regulation (ER) is essential to preventing agricultural non-point source pollution (ANSP). Prior research has focused on the effect of ER on agricultural pollution (AP), but little is known about the impact of ER following digitization on preventing AP, particularly ANSP. Based on the spatial heterogeneity, the effect of ER was examined using a geographic detector tool with provincial panel data from 2010 to 2020 in rural China. The results show that ER is a driver in preventing ANSP, primarily because of the constraint on farmers’ behavior. Digitization positively affects the prevention of ANSP, as the new impetus for the infrastructure, technology, and capital is supported. The interaction between ER and digitalization forms a driving effect on the prevention of ANSP, indicating that digitalization constitutes the path dependence of farmers’ rule acquisition and perception and addresses the “free riding” dilemma of farmers’ participation, thereby enabling the incentive of ER to make agricultural production green and efficient. These findings indicate that the endogenous factor of digitization allowing ER is essential to preventing ANSP.

Suggested Citation

  • Weikun Zhang & Peng Gao & Zhe Chen & Hailan Qiu, 2023. "Preventing Agricultural Non-Point Source Pollution in China: The Effect of Environmental Regulation with Digitization," IJERPH, MDPI, vol. 20(5), pages 1-17, March.
    • Handle: RePEc:gam:jijerp:v:20:y:2023:i:5:p:4396-:d:1084497
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    1. Coria, Jessica & Hennlock, Magnus & Sterner, Thomas, 2021. "Interjurisdictional externalities, overlapping policies and NOx pollution control in Sweden," Journal of Environmental Economics and Management, Elsevier, vol. 107(C).
    2. Samuel Egbetokun & Evans S. Osabuohien & Temidayo Akinbobola & Olaronke Onanuga & Obindah Gershon & Victoria Okafor, 2019. "Environmental Pollution, Economic Growth and Institutional Quality: Exploring the Nexus in Nigeria," Research Africa Network Working Papers 19/059, Research Africa Network (RAN).
    3. Keith H Coble & Ashok K Mishra & Shannon Ferrell & Terry Griffin, 2018. "Big Data in Agriculture: A Challenge for the Future," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 40(1), pages 79-96.
    4. Christos Polykretis & Manolis G. Grillakis & Athanasios V. Argyriou & Nikos Papadopoulos & Dimitrios D. Alexakis, 2021. "Integrating Multivariate (GeoDetector) and Bivariate (IV) Statistics for Hybrid Landslide Susceptibility Modeling: A Case of the Vicinity of Pinios Artificial Lake, Ilia, Greece," Land, MDPI, vol. 10(9), pages 1-23, September.
    5. Hrabrin Bachev, 2018. "The impact of the institutional environment on agrarian sustainability in Bulgaria," Economic Thought journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 4, pages 3-32,33-60.
    6. Alotaibi, Bader Alhafi & Kassem, Hazem S. & AL-Zaidi, Abdullah & Alyafrsi, Mohamad A., 2020. "Farmers’ awareness of agri-environmental legislation in Saudi Arabia," Land Use Policy, Elsevier, vol. 99(C).
    7. Marco Springmann & Michael Clark & Daniel Mason-D’Croz & Keith Wiebe & Benjamin Leon Bodirsky & Luis Lassaletta & Wim Vries & Sonja J. Vermeulen & Mario Herrero & Kimberly M. Carlson & Malin Jonell & , 2018. "Options for keeping the food system within environmental limits," Nature, Nature, vol. 562(7728), pages 519-525, October.
    8. Elahi, Ehsan & Zhang, Hongxia & Lirong, Xing & Khalid, Zainab & Xu, Haiyun, 2021. "Understanding cognitive and socio-psychological factors determining farmers’ intentions to use improved grassland: Implications of land use policy for sustainable pasture production," Land Use Policy, Elsevier, vol. 102(C).
    9. Beatrice Garske & Antonia Bau & Felix Ekardt, 2021. "Digitalization and AI in European Agriculture: A Strategy for Achieving Climate and Biodiversity Targets?," Sustainability, MDPI, vol. 13(9), pages 1-21, April.
    10. Shuxing Xiao & Zuxin He & Weikun Zhang & Xiaoming Qin, 2022. "The Agricultural Green Production following the Technological Progress: Evidence from China," IJERPH, MDPI, vol. 19(16), pages 1-16, August.
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