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Does Environmental Regulation Have an Employment Dividend? Evidence from China

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  • Chao Wu

    (School of Finance and Economics, Jiangsu University, Zhenjiang 212013, China
    School of Economics, Fudan University, Shanghai 200433, China)

  • Yu Hua

    (School of Finance and Economics, Jiangsu University, Zhenjiang 212013, China)

Abstract

Environmental regulations not only benefit environmental improvement but may also have a potential employment dividend, which is important for sustainable economic development. Based on the provincial panel data of China from 1997 to 2019, the spatial Dubin model is used to analyze the spatial spillover effects of environmental regulation on employment. From the findings, there is a significant spatial agglomeration characteristic in the employment scale. The environmental regulation positively influences the local employment scale, while there is a negative spatial effect on employment in neighboring regions. With regards to the regional heterogeneity analysis, environmental regulation has a spatial negative correlation with employment in coastal areas and less polluted areas. Additionally, in inland areas and less polluted areas, environmental regulation has a significant positive impact on the employment scale. Meanwhile, market-based environmental regulation has the potential to expand the employment scale in local and neighboring areas, while command-and-control environmental regulation impacts negatively on employment in neighboring areas. This study found that environmental regulation has an employment dividend. These findings reveal the spatial dependence between environmental regulation and employment, which will help policy makers consider the environmental and employment effects of environmental regulation more comprehensively. Therefore, the government should formulate targeted policies under regional differences to promote high-quality employment and construct a multiple governance environmental regulatory system.

Suggested Citation

  • Chao Wu & Yu Hua, 2023. "Does Environmental Regulation Have an Employment Dividend? Evidence from China," Sustainability, MDPI, vol. 15(7), pages 1-20, April.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:7:p:6307-:d:1117458
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    as
    1. Li, Mengna & Pan, Xiongfeng & Yuan, Sai, 2022. "Do the national industrial relocation demonstration zones have higher regional energy efficiency?," Applied Energy, Elsevier, vol. 306(PA).
    2. Brian Aitken & Ann Harrison & Robert E. Lipsey, 2022. "Wages and foreign ownership A comparative study of Mexico, Venezuela, and the United States," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 4, pages 61-87, World Scientific Publishing Co. Pte. Ltd..
    3. Chen, Chunhua & Jiang, Dequan & Lan, Meng & Li, Weiping & Ye, Ling, 2022. "Does environmental regulation affect labor investment Efficiency?Evidence from a quasi-natural experiment in China," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 82-95.
    4. Philippe Aghion & Antoine Dechezleprêtre & David Hémous & Ralf Martin & John Van Reenen, 2016. "Carbon Taxes, Path Dependency, and Directed Technical Change: Evidence from the Auto Industry," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 1-51.
    5. Yang, Xinyu & Jiang, Ping & Pan, Yao, 2020. "Does China's carbon emission trading policy have an employment double dividend and a Porter effect?," Energy Policy, Elsevier, vol. 142(C).
    6. Daron Acemoglu, 2003. "Labor- And Capital-Augmenting Technical Change," Journal of the European Economic Association, MIT Press, vol. 1(1), pages 1-37, March.
    7. Rong, Shu & Liu, Kai & Huang, Si & Zhang, Qi, 2020. "FDI, labor market flexibility and employment in China," China Economic Review, Elsevier, vol. 61(C).
    8. 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).
    9. Zhou, Di & Zhong, Zhuoxi & Chen, Lubin & Gao, Weixin & Wang, Mingzhe, 2022. "Can the joint regional air pollution control policy achieve a win-win outcome for the environment and economy? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 13-33.
    10. Jones, Derek C. & Li, Cheng & Owen, Ann L., 2003. "Growth and regional inequality in China during the reform era," China Economic Review, Elsevier, vol. 14(2), pages 186-200.
    11. Naval, Joaquín & Silva, José I. & Vázquez-Grenno, Javier, 2020. "Employment effects of on-the-job human capital acquisition," Labour Economics, Elsevier, vol. 67(C).
    12. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    13. Zhao, Xiaomeng & Liu, Chuanjiang & Sun, Chuanwang & Yang, Mian, 2020. "Does stringent environmental regulation lead to a carbon haven effect? Evidence from carbon-intensive industries in China," Energy Economics, Elsevier, vol. 86(C).
    14. Adam B. Jaffe et al., 1995. "Environmental Regulation and the Competitiveness of U.S. Manufacturing: What Does the Evidence Tell Us?," Journal of Economic Literature, American Economic Association, vol. 33(1), pages 132-163, March.
    15. 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.
    16. Gollop, Frank M & Roberts, Mark J, 1983. "Environmental Regulations and Productivity Growth: The Case of Fossil-Fueled Electric Power Generation," Journal of Political Economy, University of Chicago Press, vol. 91(4), pages 654-674, August.
    17. Ghosh, Sajal, 2009. "Electricity supply, employment and real GDP in India: evidence from cointegration and Granger-causality tests," Energy Policy, Elsevier, vol. 37(8), pages 2926-2929, August.
    18. R. Kelley Pace & James P. Lesage & Shuang Zhu, 2013. "Interpretation and Computation of Estimates from Regression Models using Spatial Filtering," Spatial Economic Analysis, Taylor & Francis Journals, vol. 8(3), pages 352-369, September.
    19. Zhu, Chen & Qiu, Zhiyi & Liu, Fengjun, 2021. "Does innovation stimulate employment? Evidence from China," Economic Modelling, Elsevier, vol. 94(C), pages 1007-1017.
    20. Wang, Ke-Liang & Sun, Ting-Ting & Xu, Ru-Yu & Miao, Zhuang & Cheng, Yun-He, 2022. "How does internet development promote urban green innovation efficiency? Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    21. Glenn Sheriff & Ann E. Ferris & Ronald J. Shadbegian, 2019. "How Did Air Quality Standards Affect Employment at US Power Plants? The Importance of Timing, Geography, and Stringency," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 6(1), pages 111-149.
    22. Klinger, Sabine & Weber, Enzo, 2020. "GDP-employment decoupling in Germany," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 82-98.
    23. Matthias Buerger & Tom Broekel & Alex Coad, 2012. "Regional Dynamics of Innovation: Investigating the Co-evolution of Patents, Research and Development (R&D), and Employment," Regional Studies, Taylor & Francis Journals, vol. 46(5), pages 565-582, August.
    24. Wu, Haitao & Hao, Yu & Ren, Siyu & Yang, Xiaodong & Xie, Guo, 2021. "Does internet development improve green total factor energy efficiency? Evidence from China," Energy Policy, Elsevier, vol. 153(C).
    25. Downey, Mitch, 2021. "Partial automation and the technology-enabled deskilling of routine jobs," Labour Economics, Elsevier, vol. 69(C).
    26. J. Paul Elhorst, 2014. "Spatial Panel Data Models," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 37-93, Springer.
    27. Duan, Yuwan & Jiang, Xuemei, 2021. "Pollution haven or pollution halo? A Re-evaluation on the role of multinational enterprises in global CO2 emissions," Energy Economics, Elsevier, vol. 97(C).
    28. Die Li & Jinsheng Zhu, 2019. "The Role of Environmental Regulation and Technological Innovation in the Employment of Manufacturing Enterprises: Evidence from China," Sustainability, MDPI, vol. 11(10), pages 1-23, May.
    29. Van Roy, Vincent & Vértesy, Dániel & Vivarelli, Marco, 2018. "Technology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firms," Research Policy, Elsevier, vol. 47(9), pages 1762-1776.
    30. Feng Liu & Kangning Xu & Meina Zheng, 2018. "The Effect of Environmental Regulation on Employment in China: Empirical Research Based on Individual-Level Data," Sustainability, MDPI, vol. 10(7), pages 1-23, July.
    31. Appel, Ian & Farre-Mensa, Joan & Simintzi, Elena, 2019. "Patent trolls and startup employment," Journal of Financial Economics, Elsevier, vol. 133(3), pages 708-725.
    32. E. Mark Curtis, 2018. "Who Loses under Cap-and-Trade Programs? The Labor Market Effects of the NOx Budget Trading Program," The Review of Economics and Statistics, MIT Press, vol. 100(1), pages 151-166, March.
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    1. Chocholatá Michaela & Furková Andrea, 2023. "Spatial Heterogeneity and Spillovers of Employment in the EU Regions," Zagreb International Review of Economics and Business, Sciendo, vol. 26(2), pages 163-182.

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