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How does climate regulatory risk influence labor employment decisions? Evidence from a quasi-natural experiment

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  • Mbanyele, William
  • Huang, Hongyun
  • Muchenje, Linda T.
  • Zhao, Jun

Abstract

We exploit a green lending mandate as a quasi-natural experiment and estimate its effect on labor investment inefficiency of firms with high carbon risk. We document that heightened climate regulatory risk through mandatory green lending requirements motivates firms with higher carbon risk to adjust their labor investments to levels supported by economic fundamentals. We especially show that climate regulatory risk lowers labor investment inefficiency by curbing overinvestment in labor. This impact is more concentrated among firms that are more dependent on banks for liquidity, firms with severe financial constraints, and those with more institutional investors. After the green credit policy, we also observe an increase in bank lending costs and a reduction in loan maturities for carbon-intensive firms. Overall, our findings suggest that climate bank lending regulation is one of the major channels through which climate risks get embedded in labor employment decisions. In particular, green lending regulatory costs can have significant effects on corporate labor investment efficiency.

Suggested Citation

  • Mbanyele, William & Huang, Hongyun & Muchenje, Linda T. & Zhao, Jun, 2024. "How does climate regulatory risk influence labor employment decisions? Evidence from a quasi-natural experiment," China Economic Review, Elsevier, vol. 87(C).
    • Handle: RePEc:eee:chieco:v:87:y:2024:i:c:s1043951x24001251
    DOI: 10.1016/j.chieco.2024.102236
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    as
    1. Biddle, Gary C. & Hilary, Gilles & Verdi, Rodrigo S., 2009. "How does financial reporting quality relate to investment efficiency?," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 112-131, December.
    2. Fabio Berton & Sauro Mocetti & Andrea F. Presbitero & Matteo Richiardi, 2018. "Banks, Firms, and Jobs," The Review of Financial Studies, Society for Financial Studies, vol. 31(6), pages 2113-2156.
    3. Ben-Nasr, Hamdi & Alshwer, Abdullah A., 2016. "Does stock price informativeness affect labor investment efficiency?," Journal of Corporate Finance, Elsevier, vol. 38(C), pages 249-271.
    4. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
    5. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    6. James R Brown & Gustav Martinsson & Christian Thomann, 2022. "Can Environmental Policy Encourage Technical Change? Emissions Taxes and R&D Investment in Polluting Firms," The Review of Financial Studies, Society for Financial Studies, vol. 35(10), pages 4518-4560.
    7. Stefano Carattini & Garth Heutel & Givi Melkadze, 2023. "Climate Policy, Financial Frictions, and Transition Risk," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 778-794, December.
    8. Roberts, Michael R. & Whited, Toni M., 2013. "Endogeneity in Empirical Corporate Finance1," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 493-572, Elsevier.
    9. Inessa Love, 2003. "Financial Development and Financing Constraints: International Evidence from the Structural Investment Model," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 765-791, July.
    10. Mbanyele, William, 2023. "Foreign institutional investors and carbon emissions along the supply chain," Economics Letters, Elsevier, vol. 232(C).
    11. Ghaly, Mohamed & Dang, Viet Anh & Stathopoulos, Konstantinos, 2020. "Institutional investors' horizons and corporate employment decisions," Journal of Corporate Finance, Elsevier, vol. 64(C).
    12. Sualihu, Mohammed Aminu & Rankin, Michaela & Haman, Janto, 2021. "The role of equity compensation in reducing inefficient investment in labor," Journal of Corporate Finance, Elsevier, vol. 66(C).
    13. Mbanyele, William & Huang, Hongyun & Li, Yafei & Muchenje, Linda T. & Wang, Fengrong, 2022. "Corporate social responsibility and green innovation: Evidence from mandatory CSR disclosure laws," Economics Letters, Elsevier, vol. 212(C).
    14. Painter, Marcus, 2020. "An inconvenient cost: The effects of climate change on municipal bonds," Journal of Financial Economics, Elsevier, vol. 135(2), pages 468-482.
    15. Ströbel, Johannes & Wurgler, Jeffrey, 2021. "What do you think about climate finance?," CEPR Discussion Papers 16622, C.E.P.R. Discussion Papers.
    16. Fan, Haichao & Peng, Yuchao & Wang, Huanhuan & Xu, Zhiwei, 2021. "Greening through finance?," Journal of Development Economics, Elsevier, vol. 152(C).
    17. Huang, Hongyun & Mbanyele, William & Wang, Fengrong & Song, Malin & Wang, Yuzhang, 2022. "Climbing the quality ladder of green innovation: Does green finance matter?," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    18. Huang, Hongyun & Mbanyele, William & Wang, Fengrong & Zhang, Chenxi & Zhao, Xin, 2023. "Nudging corporate environmental responsibility through green finance? Quasi-natural experimental evidence from China," Journal of Business Research, Elsevier, vol. 167(C).
    19. Caggese, Andrea & Cuñat, Vicente & Metzger, Daniel, 2019. "Firing the wrong workers: Financing constraints and labor misallocation," Journal of Financial Economics, Elsevier, vol. 133(3), pages 589-607.
    20. Boochun Jung & Woo†Jong Lee & David P. Weber, 2014. "Financial Reporting Quality and Labor Investment Efficiency," Contemporary Accounting Research, John Wiley & Sons, vol. 31(4), pages 1047-1076, December.
    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. Stefano Carattini & Garth Heutel & Givi Melkadze, 2023. "Climate Policy, Financial Frictions, and Transition Risk," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 778-794, December.
    23. Mbanyele, William & Muchenje, Linda Tinofirei, 2022. "Climate change exposure, risk management and corporate social responsibility: Cross-country evidence," Journal of Multinational Financial Management, Elsevier, vol. 66(C).
    24. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    25. Mbanyele, William & Muchenje, Linda T, 2022. "The dark side of weakening shareholder litigation rights: Evidence from green patenting activities," Finance Research Letters, Elsevier, vol. 47(PB).
    26. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    27. Mark A. Cohen & Adeline Tubb, 2018. "The Impact of Environmental Regulation on Firm and Country Competitiveness: A Meta-analysis of the Porter Hypothesis," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(2), pages 371-399.
    28. Ee, Mong Shan & Hasan, Iftekhar & Huang, He, 2022. "Stock liquidity and corporate labor investment," Journal of Corporate Finance, Elsevier, vol. 72(C).
    29. Javadi, Siamak & Masum, Abdullah-Al, 2021. "The impact of climate change on the cost of bank loans," Journal of Corporate Finance, Elsevier, vol. 69(C).
    30. Darwin Choi & Zhenyu Gao & Wenxi Jiang, 2020. "Attention to Global Warming," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1112-1145.
    31. Naeem, Kashif & Li, Matthew C., 2019. "Corporate investment efficiency: The role of financial development in firms with financing constraints and agency issues in OECD non-financial firms," International Review of Financial Analysis, Elsevier, vol. 62(C), pages 53-68.
    32. Chowdhury, Hasibul & Hossain, Ashrafee & Tan, Kelvin & Zheng, Jiayi, 2022. "Do external labor market incentives improve labor investment efficiency?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 34(C).
    33. Yao, Shouyu & Pan, Yuying & Sensoy, Ahmet & Uddin, Gazi Salah & Cheng, Feiyang, 2021. "Green credit policy and firm performance: What we learn from China," Energy Economics, Elsevier, vol. 101(C).
    34. Lee H. Seltzer & Laura Starks & Qifei Zhu, 2022. "Climate Regulatory Risk and Corporate Bonds," NBER Working Papers 29994, National Bureau of Economic Research, Inc.
    35. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    36. Gabriel Chodorow-Reich, 2014. "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-9 Financial Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 1-59.
    37. Khedmati, Mehdi & Sualihu, Mohammed Aminu & Yawson, Alfred, 2020. "CEO-director ties and labor investment efficiency," Journal of Corporate Finance, Elsevier, vol. 65(C).
    38. Philipp Krueger & Zacharias Sautner & Laura T Starks, 2020. "The Importance of Climate Risks for Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1067-1111.
    39. Wang, Fengrong & Mbanyele, William & Muchenje, Linda, 2022. "Economic policy uncertainty and stock liquidity: The mitigating effect of information disclosure," Research in International Business and Finance, Elsevier, vol. 59(C).
    40. Fuxiu Jiang & Kenneth A Kim, 2020. "Corporate Governance in China: A Survey [The role of boards of directors in corporate governance: a conceptual framework and survey]," Review of Finance, European Finance Association, vol. 24(4), pages 733-772.
    41. Wang, Ying & Li, Mingsheng, 2022. "Credit policy and its heterogeneous effects on green innovations," Journal of Financial Stability, Elsevier, vol. 58(C).
    42. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
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