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The Mechanisms and Empirical Analysis of the Impact of Environmental Regulations on Employment Levels in Specific Industries in China

Author

Listed:
  • Lan Lu

    (School of Economics, Qingdao University, Qingdao 266071, China)

  • Weiran Huang

    (School of Economics, Qingdao University, Qingdao 266071, China)

  • Kexin Fang

    (School of Economics, Qingdao University, Qingdao 266071, China)

Abstract

As environmental regulations in China have become more stringent, balancing these regulations with employment growth represents a major concern for policymakers and researchers striving for sustainable economic development. Although several studies have investigated the influence of environmental regulations on labor demand, most focus on corporate or regional levels, with limited exploration of industry-specific dynamics. Given the external and interconnected nature of environmental challenges, regulatory policies not only significantly impact the targeted industry but also generate spillover effects across interrelated sectors, thereby shaping broader sustainability transitions. This paper examines the mechanisms through which environmental regulations affect industry employment, incorporating the role of industrial linkages in sustainable labor market adjustments. Using panel data from 34 Chinese industries (2009–2018), this study empirically analyzes how stringent regulations influence employment dynamics, considering variations in technology and pollution intensity. The findings reveal a U-shaped relationship between environmental regulations and employment, accompanied by downward network spillover effects. Furthermore, threshold regressions demonstrate industry-specific effects, wherein clean and high-tech industries experience minimal short-term disruptions but benefit from regulatory intensity in the long run. In contrast, low-tech and pollution-intensive industries face notable direct and spillover effects, with low-tech sectors exhibiting job creation effects and pollution-intensive sectors experiencing displacement effects. To achieve sustainable employment structures while maintaining environmental integrity, policymakers must recognize inter-industry linkages and implement targeted policies that support sectoral transitions toward green and high-tech advancements. Encouraging upstream improvements to enhance downstream sustainability will be essential for balancing regulatory enforcement with long-term employment stability.

Suggested Citation

  • Lan Lu & Weiran Huang & Kexin Fang, 2025. "The Mechanisms and Empirical Analysis of the Impact of Environmental Regulations on Employment Levels in Specific Industries in China," Sustainability, MDPI, vol. 17(7), pages 1-27, March.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:7:p:2938-:d:1621010
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    References listed on IDEAS

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    1. Hille, Erik & Möbius, Patrick, 2019. "Do energy prices affect employment? Decomposed international evidence," Journal of Environmental Economics and Management, Elsevier, vol. 96(C), pages 1-21.
    2. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    3. Berman, Eli & Bui, Linda T. M., 2001. "Environmental regulation and labor demand: evidence from the South Coast Air Basin," Journal of Public Economics, Elsevier, vol. 79(2), pages 265-295, February.
    4. Helsley, Robert W. & Strange, William C., 1990. "Matching and agglomeration economies in a system of cities," Regional Science and Urban Economics, Elsevier, vol. 20(2), pages 189-212, September.
    5. Wenbin Cao & Hui Wang & Huihui Ying, 2017. "The Effect of Environmental Regulation on Employment in Resource-Based Areas of China—An Empirical Research Based on the Mediating Effect Model," IJERPH, MDPI, vol. 14(12), pages 1-11, December.
    6. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    7. Shaowen Luo, 2020. "Propagation of Financial Shocks in an Input-Output Economy with Trade and Financial Linkages of Firms," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 36, pages 246-269, April.
    8. Song, Yan & Zhang, Xiao & Zhang, Ming, 2021. "The influence of environmental regulation on industrial structure upgrading: Based on the strategic interaction behavior of environmental regulation among local governments," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    9. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    10. Yongqiang Chu & Xuan Tian & Wenyu Wang, 2019. "Corporate Innovation Along the Supply Chain," Management Science, INFORMS, vol. 67(6), pages 2445-2466, June.
    11. Philipp R. Steinbrunner, 2022. "Boon or bane? On productivity and environmental regulation," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 24(3), pages 365-396, July.
    12. Dai, Rui & Liang, Hao & Ng, Lilian, 2021. "Socially responsible corporate customers," Journal of Financial Economics, Elsevier, vol. 142(2), pages 598-626.
    13. Chiara Franco & Giovanni Marin, 2017. "The Effect of Within-Sector, Upstream and Downstream Environmental Taxes on Innovation and Productivity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 66(2), pages 261-291, February.
    14. Chakraborty, Pavel & Chatterjee, Chirantan, 2017. "Does environmental regulation indirectly induce upstream innovation? New evidence from India," Research Policy, Elsevier, vol. 46(5), pages 939-955.
    15. Chali Nondo & Peter V Schaeffer, 2012. "Economic Growth and Environmental Regulations: A Simultaneous Equation Estimation," The IUP Journal of Applied Economics, IUP Publications, vol. 0(4), pages 28-49, October.
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