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Environmental regulation and corporate employment revisited: New quasi-natural experimental evidence from China's new environmental protection law

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  • Liao, Tianlong
  • Liu, Guanchun
  • Liu, Yuanyuan
  • Lu, Rui

Abstract

This paper investigates how environmental regulation affects corporate hiring decisions. Using the enactment of China's New Environmental Protection Law in 2015 as an exogenously regulatory shock, we run a difference-in-differences regression to identify causality. The results show that stricter environmental regulation significantly reduces corporate employment by approximately 5.1% on average. This negative effect is stronger for firms with greater liquidity constraints, worse environmental performance, higher labor intensity, more severe labor market frictions, and regions under stricter law enforcement. In addition, the mechanism tests reveal that stricter environmental regulation conduces to higher environmental risks, less debt financing, and higher liquidity constraints, which is consistent with the financial constraints channel. Overall, the government should take the employment destruction effect of environmental regulation seriously, especially during periods of climate warming and the coronavirus disease pandemic.

Suggested Citation

  • Liao, Tianlong & Liu, Guanchun & Liu, Yuanyuan & Lu, Rui, 2023. "Environmental regulation and corporate employment revisited: New quasi-natural experimental evidence from China's new environmental protection law," Energy Economics, Elsevier, vol. 124(C).
  • Handle: RePEc:eee:eneeco:v:124:y:2023:i:c:s0140988323003006
    DOI: 10.1016/j.eneco.2023.106802
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    as
    1. Michael Greenstone & Rema Hanna, 2014. "Environmental Regulations, Air and Water Pollution, and Infant Mortality in India," American Economic Review, American Economic Association, vol. 104(10), pages 3038-3072, October.
    2. Blacconiere, Walter G. & Patten, Dennis M., 1994. "Environmental disclosures, regulatory costs, and changes in firm value," Journal of Accounting and Economics, Elsevier, vol. 18(3), pages 357-377, November.
    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. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
    5. Matthew Serfling, 2016. "Firing Costs and Capital Structure Decisions," Journal of Finance, American Finance Association, vol. 71(5), pages 2239-2286, October.
    6. Juhyun Jung & Kathleen Herbohn & Peter Clarkson, 2018. "Carbon Risk, Carbon Risk Awareness and the Cost of Debt Financing," Journal of Business Ethics, Springer, vol. 150(4), pages 1151-1171, July.
    7. 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.
    8. 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.
    9. Abadie, Alberto & Imbens, Guido W., 2011. "Bias-Corrected Matching Estimators for Average Treatment Effects," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 1-11.
    10. Olivier Deschenes, 2018. "Environmental regulations and labor markets," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-22, November.
    11. Li, Hongbin & Zhou, Li-An, 2005. "Political turnover and economic performance: the incentive role of personnel control in China," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1743-1762, September.
    12. Guojun He & Shaoda Wang & Bing Zhang, 2020. "Watering Down Environmental Regulation in China," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 2135-2185.
    13. Carl M. Campbell III & Kunal S. Kamlani, 1997. "The Reasons for Wage Rigidity: Evidence from a Survey of Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 759-789.
    14. Liu, Guanchun & Liu, Yuanyuan & Zhang, Chengsi, 2022. "Tax enforcement and corporate employment: Evidence from a quasi-natural experiment in China," China Economic Review, Elsevier, vol. 73(C).
    15. Sebouh Aintablian & Patricia A. Mcgraw & Gordon S. Roberts, 2007. "Bank Monitoring and Environmental Risk," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(1‐2), pages 389-401, January.
    16. Sebouh Aintablian & Patricia A. Mcgraw & Gordon S. Roberts, 2007. "Bank Monitoring and Environmental Risk," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(1-2), pages 389-401.
    17. Joseph E. Stiglitz, 1984. "Theories of Wage Rigidity," NBER Working Papers 1442, National Bureau of Economic Research, Inc.
    18. Tanaka, Shinsuke, 2015. "Environmental regulations on air pollution in China and their impact on infant mortality," Journal of Health Economics, Elsevier, vol. 42(C), pages 90-103.
    19. 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.
    20. Olaf Weber, 2012. "Environmental Credit Risk Management in Banks and Financial Service Institutions," Business Strategy and the Environment, Wiley Blackwell, vol. 21(4), pages 248-263, May.
    21. Benmelech, Efraim & Frydman, Carola & Papanikolaou, Dimitris, 2019. "Financial frictions and employment during the Great Depression," Journal of Financial Economics, Elsevier, vol. 133(3), pages 541-563.
    22. Patten, Dennis M., 2005. "The accuracy of financial report projections of future environmental capital expenditures: a research note," Accounting, Organizations and Society, Elsevier, vol. 30(5), pages 457-468, July.
    23. Froot, Kenneth A & Scharfstein, David S & Stein, Jeremy C, 1993. "Risk Management: Coordinating Corporate Investment and Financing Policies," Journal of Finance, American Finance Association, vol. 48(5), pages 1629-1658, December.
    24. Leora Klapper & Luc Laeven & Raghuram Rajan, 2012. "Trade Credit Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 25(3), pages 838-867.
    25. Liu, Xinghe & Xu, Huifeng & Lu, Meiting, 2021. "Do auditors respond to stringent environmental regulation? Evidence from China’s new environmental protection law," Economic Modelling, Elsevier, vol. 96(C), pages 54-67.
    26. Pratima Bansal, 2005. "Evolving sustainably: a longitudinal study of corporate sustainable development," Strategic Management Journal, Wiley Blackwell, vol. 26(3), pages 197-218, March.
    27. Walter Y. Oi, 1962. "Labor as a Quasi-Fixed Factor," Journal of Political Economy, University of Chicago Press, vol. 70, pages 538-538.
    28. Liu, Mengdi & Tan, Ruipeng & Zhang, Bing, 2021. "The costs of “blue sky”: Environmental regulation, technology upgrading, and labor demand in China," Journal of Development Economics, Elsevier, vol. 150(C).
    29. Xinghe Liu & Enxian Wang & Danting Cai, 2018. "Environmental Regulation and Corporate Financing—Quasi-Natural Experiment Evidence from China," Sustainability, MDPI, vol. 10(11), pages 1-22, November.
    30. Mark P. Sharfman & Chitru S. Fernando, 2008. "Environmental risk management and the cost of capital," Strategic Management Journal, Wiley Blackwell, vol. 29(6), pages 569-592, June.
    31. Mateut, Simona, 2014. "Reverse trade credit or default risk? Explaining the use of prepayments by firms," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 303-326.
    32. Frederico Belo & Jun Li & Xiaoji Lin & Xiaofei Zhao, 2017. "Labor-Force Heterogeneity and Asset Prices: The Importance of Skilled Labor," The Review of Financial Studies, Society for Financial Studies, vol. 30(10), pages 3669-3709.
    33. 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.
    34. Nuri Ersahin & Rustom M Irani, 2020. "Collateral Shocks and Corporate Employment [House prices, collateral, and self-employment]," Review of Finance, European Finance Association, vol. 24(1), pages 163-187.
    35. Liu, Mengdi & Shadbegian, Ronald & Zhang, Bing, 2017. "Does environmental regulation affect labor demand in China? Evidence from the textile printing and dyeing industry," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 277-294.
    36. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    37. Zhou, Di & Qiu, Yuan & Wang, Mingzhe, 2021. "Does environmental regulation promote enterprise profitability? Evidence from the implementation of China's newly revised Environmental Protection Law," Economic Modelling, Elsevier, vol. 102(C).
    38. 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.
    39. Cedric Dawkins & John Fraas, 2011. "Coming Clean: The Impact of Environmental Performance and Visibility on Corporate Climate Change Disclosure," Journal of Business Ethics, Springer, vol. 100(2), pages 303-322, May.
    40. Murillo Campello & Mauricio Larrain, 2016. "Enlarging the Contracting Space: Collateral Menus, Access to Credit, and Economic Activity," Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 349-383.
    41. Carraro, Carlo & Galeotti, Marzio & Gallo, Massimo, 1996. "Environmental taxation and unemployment: Some evidence on the 'double dividend hypothesis' in Europe," Journal of Public Economics, Elsevier, vol. 62(1-2), pages 141-181, October.
    42. Yang, Jingyi & Shi, Daqian & Yang, Wenbo, 2022. "Stringent environmental regulation and capital structure: The effect of NEPL on deleveraging the high polluting firms," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 643-656.
    43. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
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    More about this item

    Keywords

    Environmental regulation; Corporate employment; Liquidity constraints; China;
    All these keywords.

    JEL classification:

    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • K32 - Law and Economics - - Other Substantive Areas of Law - - - Energy, Environmental, Health, and Safety Law

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