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The Digital Economy, Green Technology Innovation, and Agricultural Green Total Factor Productivity

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  • Yunsi Chen

    (Food Economics Research Center, Wuhan Polytechnic University, Wuhan 430023, China
    School of Economics, Wuhan Polytechnic University, Wuhan 430048, China)

  • Sumin Hu

    (Business School, Suzhou University of Science and Technology, Suzhou 215009, China)

  • Haoqiang Wu

    (Food Economics Research Center, Wuhan Polytechnic University, Wuhan 430023, China
    School of Economics, Wuhan Polytechnic University, Wuhan 430048, China)

Abstract

The digital economy is a key driver of greener agriculture and sustainable development. This paper focuses on the impact of the digital economy on green agricultural development and the mediating role of green technology innovation. Using provincial panel data from China from 2011 to 2020, we test hypotheses using fixed effects models. The results indicate that: (a) the digital economy boosts agricultural total factor productivity (AGTFP); (b) green technology innovation positively moderates the relationship between the digital economy and AGTFP; and (c) the positive impact of the digital economy on green agriculture varies across regions, favoring eastern areas.

Suggested Citation

  • Yunsi Chen & Sumin Hu & Haoqiang Wu, 2023. "The Digital Economy, Green Technology Innovation, and Agricultural Green Total Factor Productivity," Agriculture, MDPI, vol. 13(10), pages 1-15, October.
  • Handle: RePEc:gam:jagris:v:13:y:2023:i:10:p:1961-:d:1255578
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    References listed on IDEAS

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    1. Quan Xiao & Yu Wang & Haojie Liao & Gang Han & Yunjie Liu, 2023. "The Impact of Digital Inclusive Finance on Agricultural Green Total Factor Productivity: A Study Based on China’s Provinces," Sustainability, MDPI, vol. 15(2), pages 1-19, January.
    2. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    3. Tingting Huang & Bin Xiong, 2022. "Space Comparison of Agricultural Green Growth in Agricultural Modernization: Scale and Quality," Agriculture, MDPI, vol. 12(7), pages 1-17, July.
    4. Yang Liu & Yanlin Yang & Huihui Li & Kaiyang Zhong, 2022. "Digital Economy Development, Industrial Structure Upgrading and Green Total Factor Productivity: Empirical Evidence from China’s Cities," IJERPH, MDPI, vol. 19(4), pages 1-23, February.
    5. Xiaowei Xing & Qingfeng Zhang & Azhong Ye & Guanghui Zeng, 2023. "Mechanism and Empirical Test of the Impact of Consumption Upgrading on Agricultural Green Total Factor Productivity in China," Agriculture, MDPI, vol. 13(1), pages 1-17, January.
    6. Mahmood Hajli & Julian M. Sims & Valisher Ibragimov, 2015. "Information technology (IT) productivity paradox in the 21st century," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 64(4), pages 457-478, April.
    7. Saarikko, Ted & Westergren, Ulrika H. & Blomquist, Tomas, 2020. "Digital transformation: Five recommendations for the digitally conscious firm," Business Horizons, Elsevier, vol. 63(6), pages 825-839.
    8. Mahmood Hajli & Julian M. Sims & Valisher Ibragimov, 2015. "Information technology (IT) productivity paradox in the 21st century," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 64(4), pages 457-478, April.
    9. Abayomi Baiyere & Hannu Salmela & Tommi Tapanainen, 2020. "Digital transformation and the new logics of business process management," European Journal of Information Systems, Taylor & Francis Journals, vol. 29(3), pages 238-259, May.
    10. Oliveira, Fabio & Kakabadse, Nada & Khan, Nadeem, 2022. "Board engagement with digital technologies: A resource dependence framework," Journal of Business Research, Elsevier, vol. 139(C), pages 804-818.
    11. Dixit, Avinash K & Stiglitz, Joseph E, 1993. "Monopolistic Competition and Optimum Product Diversity: Reply," American Economic Review, American Economic Association, vol. 83(1), pages 302-304, March.
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    Cited by:

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