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Does the Development of Digital Economy Affect Environmental Pollution?

Author

Listed:
  • Xing Zhang

    (School of Economics, Shenzhen University, Shenzhen 518055, China
    China Center for Special Economic Zone Research, Shenzhen University, Shenzhen 518060, China)

  • Jian Zhong

    (School of Economics, Shenzhen University, Shenzhen 518055, China)

  • Huanfang Wang

    (School of Business, Hunan University of Technology, Zhuzhou 412007, China)

Abstract

The development of digital economy (Dig) promotes the development of green economy and the progress of ecological civilization. Based on the panel data of China from 2010 to 2020, this paper constructs the relevant index system and analyzes the impact of the Dig on environmental pollution (EP) by using a variety of econometric models. Subsequently, combined with the transmission effect to discuss its influence mechanism, the spatial quantile regression was used to explore spatial effects. The Dig is conducive to reducing EP, and there is an inverted U-shaped relationship between the two. Meanwhile, its influence has obvious regional heterogeneity, and the inhibition effect of Dig on EP is better in technology-intensive areas. Dig can alleviate EP by promoting technological innovation and optimizing industrial structure, but resource allocation has not played a role. In addition, the Dig has a significant impact on the distribution of EP in the middle quantile, and there is a negative spatial spillover effect on EP. Consequently, the study puts forward some suggestions to alleviate pollution from the aspects of promoting technological innovation and improving resource allocation efficiency.

Suggested Citation

  • Xing Zhang & Jian Zhong & Huanfang Wang, 2023. "Does the Development of Digital Economy Affect Environmental Pollution?," Sustainability, MDPI, vol. 15(12), pages 1-18, June.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:12:p:9162-:d:1164942
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    1. Jalil, Abdul & Feridun, Mete, 2011. "The impact of growth, energy and financial development on the environment in China: A cointegration analysis," Energy Economics, Elsevier, vol. 33(2), pages 284-291, March.
    2. Kenneth Løvold Rødseth, 2017. "Environmental regulations and allocative efficiency: application to coal-to-gas substitution in the U.S. electricity sector," Journal of Productivity Analysis, Springer, vol. 47(2), pages 129-142, April.
    3. Zihanxin Li & Nuoyan Li & Huwei Wen, 2021. "Digital Economy and Environmental Quality: Evidence from 217 Cities in China," Sustainability, MDPI, vol. 13(14), pages 1-20, July.
    4. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    5. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    6. Ouyang, Xiaoling & Li, Qiong & Du, Kerui, 2020. "How does environmental regulation promote technological innovations in the industrial sector? Evidence from Chinese provincial panel data," Energy Policy, Elsevier, vol. 139(C).
    7. Hering, Laura & Poncet, Sandra, 2014. "Environmental policy and exports: Evidence from Chinese cities," Journal of Environmental Economics and Management, Elsevier, vol. 68(2), pages 296-318.
    8. Sa Xu & Cunyi Yang & Zhehao Huang & Pierre Failler, 2022. "Interaction between Digital Economy and Environmental Pollution: New Evidence from a Spatial Perspective," IJERPH, MDPI, vol. 19(9), pages 1-23, April.
    9. Joseph S. Shapiro & Reed Walker, 2018. "Why Is Pollution from US Manufacturing Declining? The Roles of Environmental Regulation, Productivity, and Trade," American Economic Review, American Economic Association, vol. 108(12), pages 3814-3854, December.
    10. Ma, Dan & Zhu, Qing, 2022. "Innovation in emerging economies: Research on the digital economy driving high-quality green development," Journal of Business Research, Elsevier, vol. 145(C), pages 801-813.
    11. Wang, Kai-Hua & Zhao, Yan-Xin & Jiang, Cui-Feng & Li, Zheng-Zheng, 2022. "Does green finance inspire sustainable development? Evidence from a global perspective," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 412-426.
    12. Sahar Milani, 2017. "The Impact of Environmental Policy Stringency on Industrial R&D Conditional on Pollution Intensity and Relocation Costs," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(3), pages 595-620, November.
    13. Lijiang Jia & Xiaoli Hu & Zhongwei Zhao & Bin He & Weiming Liu, 2022. "How Environmental Regulation, Digital Development and Technological Innovation Affect China’s Green Economy Performance: Evidence from Dynamic Thresholds and System GMM Panel Data Approaches," Energies, MDPI, vol. 15(3), pages 1-25, January.
    14. Li Cui & Ying Hou & Yang Liu & Lu Zhang, 2021. "Text mining to explore the influencing factors of sharing economy driven digital platforms to promote social and economic development," Information Technology for Development, Taylor & Francis Journals, vol. 27(4), pages 779-801, October.
    15. Rosenberg, Nathan, 1963. "Technological Change in the Machine Tool Industry, 1840–1910," The Journal of Economic History, Cambridge University Press, vol. 23(4), pages 414-443, December.
    16. Arik Levinson, 2009. "Technology, International Trade, and Pollution from US Manufacturing," American Economic Review, American Economic Association, vol. 99(5), pages 2177-2192, December.
    17. Wu, Jie & Wu, Zefu & Si, Steven, 2016. "The influences of Internet-based collaboration and intimate interactions in buyer–supplier relationship on product innovation," Journal of Business Research, Elsevier, vol. 69(9), pages 3780-3787.
    18. Anderson, Dennis, 2001. "Technical progress and pollution abatement: an economic view of selected technologies and practices," Environment and Development Economics, Cambridge University Press, vol. 6(3), pages 283-311, July.
    19. Lingming Chen & Wenzhong Ye & Congjia Huo & Kieran James, 2020. "Environmental Regulations, the Industrial Structure, and High-Quality Regional Economic Development: Evidence from China," Land, MDPI, vol. 9(12), pages 1-22, December.
    20. Shen, Yuchen & Ren, Xiaoping, 2023. "Digital finance and upgrading of industrial structure: Prefecture-level evidence from China," Finance Research Letters, Elsevier, vol. 55(PB).
    21. Qianqian Wan & Daqian Shi, 2022. "Smarter and Cleaner: The Digital Economy and Environmental Pollution," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 30(6), pages 59-85, November.
    22. Luigi Aldieri & Concetto Paolo Vinci, 2017. "The Role of Technology Spillovers in the Process of Water Pollution Abatement for Large International Firms," Sustainability, MDPI, vol. 9(5), pages 1-8, May.
    23. Nathan Nunn & Nancy Qian, 2014. "US Food Aid and Civil Conflict," American Economic Review, American Economic Association, vol. 104(6), pages 1630-1666, June.
    24. Chen, Zhao & Kahn, Matthew E. & Liu, Yu & Wang, Zhi, 2018. "The consequences of spatially differentiated water pollution regulation in China," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 468-485.
    25. Yunis, Manal & Tarhini, Abbas & Kassar, Abdulnasser, 2018. "The role of ICT and innovation in enhancing organizational performance: The catalysing effect of corporate entrepreneurship," Journal of Business Research, Elsevier, vol. 88(C), pages 344-356.
    26. Wen, Shiyan & Lin, Boqiang & Zhou, Yicheng, 2021. "Does financial structure promote energy conservation and emission reduction? Evidence from China," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 755-766.
    27. Chenggang Wang & Tiansen Liu & Yue Zhu & Meng Lin & Wenhao Chang & Xinyu Wang & Dongrong Li & He Wang & Jinsol Yoo, 2022. "Digital Economy, Environmental Regulation and Corporate Green Technology Innovation: Evidence from China," IJERPH, MDPI, vol. 19(21), pages 1-18, October.
    28. Serdar Yilmaz & Kingley E. Haynes & Mustafa Dinc, 2002. "Geographic and Network Neighbors: Spillover Effects of Telecommunications Infrastructure," Journal of Regional Science, Wiley Blackwell, vol. 42(2), pages 339-360, May.
    29. Sjak Smulders & Lucas Bretschger & Hannes Egli, 2011. "Economic Growth and the Diffusion of Clean Technologies: Explaining Environmental Kuznets Curves," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 49(1), pages 79-99, May.
    30. Chuanyu Zhao & Zhongquan Liu & Xianfeng Yan, 2023. "Does the Digital Economy Increase Green TFP in Cities?," IJERPH, MDPI, vol. 20(2), pages 1-22, January.
    31. Guoxiang Li & Rong Zhang & Suling Feng & Yuqing Wang, 2022. "Digital finance and sustainable development: Evidence from environmental inequality in China," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 3574-3594, November.
    32. Li, Pei & Lu, Yi & Wang, Jin, 2016. "Does flattening government improve economic performance? Evidence from China," Journal of Development Economics, Elsevier, vol. 123(C), pages 18-37.
    33. Moyer, Jonathan D. & Hughes, Barry B., 2012. "ICTs: Do they contribute to increased carbon emissions?," Technological Forecasting and Social Change, Elsevier, vol. 79(5), pages 919-931.
    34. Jianing Pang & Fangyi Jiao & Yimeng Zhang, 2022. "An Analysis of the Impact of the Digital Economy on High-Quality Economic Development in China—A Study Based on the Effects of Supply and Demand," Sustainability, MDPI, vol. 14(24), pages 1-21, December.
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