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Environmental Regulation on Employment: Creation or Destruction?—Measurement and Calculation Based on Two-Tier Stochastic Frontier Model

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  • Lu Tang
  • Chao Liu
  • Chenhui Ding
  • Othman Mohamed

Abstract

This research breaks away from the existing literature that focuses only on the relationship between environmental regulations and employment size and employment structure, and focuses on the employment creation effect, destruction effect and the net effect of environmental regulations on employment. Accordingly, employing a two-tier stochastic frontier model, this research will answer whether the bilateral effects of environmental regulation on employment exist, which is larger or smaller, the net effect using provincial panel data in China from 2011 to 2020. Research results show that the creation effect makes employment higher than the frontier level by 3.18%, while the destruction effect makes employment lower than the frontier level by 4.58%, and finally the destruction effect dominates with the two-tier effects making employment lower than the frontier level by 1.40%. Furthermore, it was found that the lower the level of environmental regulation implementation, the greater its destruction effect. Moreover, from different human capital perspectives, environmental regulations have the least damaging effect on the low-skilled group, followed by the high-skilled group, and the most significant effect on the medium-skilled group. The destruction effect exhibits regional heterogeneity, sequentially weakening from the east to the central and western regions. The findings of this study hold particular significance for governmental entities in determining the stringency of environmental regulatory measures. It effectively promotes the government’s enforcement of environmental regulation policies, and has significant implications for achieving the dual advantages of “environmental protection†and “full employment†in society.

Suggested Citation

  • Lu Tang & Chao Liu & Chenhui Ding & Othman Mohamed, 2024. "Environmental Regulation on Employment: Creation or Destruction?—Measurement and Calculation Based on Two-Tier Stochastic Frontier Model," SAGE Open, , vol. 14(3), pages 21582440241, September.
  • Handle: RePEc:sae:sagope:v:14:y:2024:i:3:p:21582440241281225
    DOI: 10.1177/21582440241281225
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    1. Sato, Yasuhiro & Zenou, Yves, 2015. "How urbanization affect employment and social interactions," European Economic Review, Elsevier, vol. 75(C), pages 131-155.
    2. Huan Liu, 2021. "Formal and Informal Care: Complementary or Substitutes in Care for Elderly People? Empirical Evidence From China," SAGE Open, , vol. 11(2), pages 21582440211, May.
    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. Song, Malin & Xie, Qianjiao & Wang, Shuhong & Zhou, Li, 2021. "Intensity of environmental regulation and environmentally biased technology in the employment market," Omega, Elsevier, vol. 100(C).
    5. Morgenstern, Richard D. & Pizer, William A. & Shih, Jhih-Shyang, 2002. "Jobs Versus the Environment: An Industry-Level Perspective," Journal of Environmental Economics and Management, Elsevier, vol. 43(3), pages 412-436, May.
    6. Don Fullerton & Garth Heutel, 2010. "The General Equilibrium Incidence of Environmental Mandates," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 64-89, August.
    7. Shelton, Cameron A., 2007. "The size and composition of government expenditure," Journal of Public Economics, Elsevier, vol. 91(11-12), pages 2230-2260, December.
    8. Yasuhiro Sato & Yves Zenou, 2015. "How urbanization affect employment and social interactions," Post-Print hal-04329664, HAL.
    9. Mark Cohen & V. Santhakumar, 2007. "Information Disclosure as Environmental Regulation: A Theoretical Analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 37(3), pages 599-620, July.
    10. W. Reed Walker, 2011. "Environmental Regulation and Labor Reallocation: Evidence from the Clean Air Act," American Economic Review, American Economic Association, vol. 101(3), pages 442-447, May.
    11. Gentian Qejvanaj, 2021. "New Trends in Sustainable Environmental Governance in Mainland China. The Zhejiang Case," SAGE Open, , vol. 11(2), pages 21582440211, June.
    12. Michael Greenstone, 2002. "The Impacts of Environmental Regulations on Industrial Activity: Evidence from the 1970 and 1977 Clean Air Act Amendments and the Census of Manufactures," Journal of Political Economy, University of Chicago Press, vol. 110(6), pages 1175-1219, December.
    13. Liang Ding & Yingna Wu & Yuetong Ma & Li Zhang, 2022. "Environmental Regulation and the Innovation Performance of Chinese Export Firms: A Quasi-Natural Experiment based on the Law of Promoting Cleaner Production," SAGE Open, , vol. 12(4), pages 21582440221, October.
    14. Allsopp, Christopher, 1995. "Macroeconomic Control and Reform in China," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 11(4), pages 43-53, Winter.
    15. Kahn, Matthew E. & Mansur, Erin T., 2013. "Do local energy prices and regulation affect the geographic concentration of employment?," Journal of Public Economics, Elsevier, vol. 101(C), pages 105-114.
    16. Yazid Dissou & Qian Sun, 2013. "GHG Mitigation Policies and Employment: A CGE Analysis with Wage Rigidity and Application to Canada," Canadian Public Policy, University of Toronto Press, vol. 39(s2), pages 53-66, August.
    17. Shuai Shao & Zhigao Hu & Jianhua Cao & Lili Yang & Dabo Guan, 2020. "Environmental Regulation and Enterprise Innovation: A Review," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1465-1478, March.
    18. Yu, Qiao, 1997. "Economic Fluctuation, Macro Control, and Monetary Policy in the Transitional Chinese Economy," Journal of Comparative Economics, Elsevier, vol. 25(2), pages 180-195, October.
    19. Subal Kumbhakar & Christopher Parmeter, 2009. "The effects of match uncertainty and bargaining on labor market outcomes: evidence from firm and worker specific estimates," Journal of Productivity Analysis, Springer, vol. 31(1), pages 1-14, February.
    20. Belova, Anna & Gray, Wayne B. & Linn, Joshua & Morgenstern, Richard D. & Pizer, William, 2015. "Estimating the Job Impacts of Environmental Regulation," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 6(2), pages 325-340, July.
    21. Francesca Sgobbi, 2015. "Wage policy models: what implications for vulnerable employees?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 36(6), pages 912-930, September.
    22. Liu, Yang & Yao, Xilong & Wei, Taoyuan, 2019. "Energy efficiency gap and target setting: A study of information asymmetry between governments and industries in China," China Economic Review, Elsevier, vol. 57(C).
    23. Kneller, Richard & Manderson, Edward, 2012. "Environmental regulations and innovation activity in UK manufacturing industries," Resource and Energy Economics, Elsevier, vol. 34(2), pages 211-235.
    24. Giuseppe Folloni & Giorgio Vittadini, 2010. "Human Capital Measurement: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 24(2), pages 248-279, April.
    25. Alecos Papadopoulos, 2021. "Measuring the effect of management on production: a two-tier stochastic frontier approach," Empirical Economics, Springer, vol. 60(6), pages 3011-3041, June.
    26. Zach Raff & Dietrich Earnhart, 2020. "The effect of environmental enforcement on labor: environmental workers and production workers," Journal of Regulatory Economics, Springer, vol. 57(2), pages 118-133, April.
    27. Yamazaki, Akio, 2017. "Jobs and climate policy: Evidence from British Columbia's revenue-neutral carbon tax," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 197-216.
    28. Cole, Matthew A. & Elliott, Robert J.R. & Wu, Shanshan, 2008. "Industrial activity and the environment in China: An industry-level analysis," China Economic Review, Elsevier, vol. 19(3), pages 393-408, September.
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