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Green credit policy and labor investment efficiency: evidence from China

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Abstract

Green finance plays a crucial role in driving green development. By leveraging the implementation of the “Green Credit Guidelines” as a quasi-natural experiment in 2012, our study provides compelling evidence that this green credit policy enhances the efficient investment in labor. Our mechanism analysis indicates that the positive impact primarily stems from the upgrading of human capital and the mitigation of agency conflicts. Moreover, we find that the effect of the green credit policy on the efficient investment in labor by green credit-restricted firms is more pronounced when these firms face robust environmental law enforcement and operate with low labor intensity. Additionally, the enhanced investment in labor demonstrates a significant positive influence on future enterprise value. Overall, our findings underscore the significant improvement in corporate labor investment efficiency resulting from the successful implementation of the Green Credit Guidelines.

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References

  • Atanassov J, Kim EH (2009) Labor and corporate governance: international evidence from restructuring decisions. J Financ 64(1):341–374

    Google Scholar 

  • Bauer AM, Fang J, Pittman J, Zhang Y, Zhao Y (2020) How aggressive tax planning facilitates the diversion of corporate resources: Evidence from path analysis. Contemp Account Res 37(3):1882–1913

    Google Scholar 

  • Beck T, Levine R, Levkov A (2010) Big bad banks? The winners and losers from bank deregulation in the United States. J Financ 65(5):1637–1667

    Google Scholar 

  • Benmelech E, Bergman N, Seru A (2011) Financing labor. Working paper,. Harvard University and National Bureau of Economic Research

    Google Scholar 

  • Ben-Nasr H, Alshwer AA (2016) Does stock price informativeness affect labor investment efficiency? J Corp Finan 38:249–271

    Google Scholar 

  • Campello M, Graham JR, Harvey CR (2010) The real effects of financial constraints: evidence from a financial crisis. J Financ Econ 97(3):470–487

    Google Scholar 

  • Cantor R (1990) Effects of leverage on corporate investment and hiring decisions. Federal Res Bank of New York Quarterly Rev 15(2):31–41

    Google Scholar 

  • Cao Z, Rees W (2020) Do employee-friendly firms invest more efficiently? Evidence from labor investment efficiency. J Corp Finan 65:101–744

    Google Scholar 

  • Chang S, Jo H (2019) Employee-friendly practices, product market competition and firm value. J Bus Financ Acc 46(1-2):200–224

    Google Scholar 

  • Chen C, Jiang D, Lan M, Li W, Ye L (2022) Does environmental regulation affect labor investment efficiency? Evidence from a quasi-natural experiment in China. Int Rev Econ Finan 80:82–95

    Google Scholar 

  • Chen CX, Lu H, Sougiannis T (2012) The agency problem, corporate governance, and the asymmetrical behavior of selling, general, and administrative costs. Contemp Account Res 29(1):252–282

    CAS  Google Scholar 

  • Cronqvist H, Heyman F, Nilsson M, Svaleryd H, Vlachos J (2009) Do entrenched managers pay their workers more?. the. J Financ 64(1):309–339

    Google Scholar 

  • Cui Y, Wang G, Irfan M, Wu D, Cao J (2022) The effect of green finance and unemployment rate on carbon emissions in China. Front Environ Sci 10:887341

    Google Scholar 

  • Diamond DW (1984) Financial intermediation and delegated monitoring. Rev Econ Stud 51(3):393–414

    Google Scholar 

  • Do TK, Le AT (2022) Shareholder litigation rights and labor investment efficiency. Financ Res Lett 46:102–296

    Google Scholar 

  • Dolfin S (2006) An examination of firms’ employment costs. Appl Econ 38(8):861–878

    Google Scholar 

  • Farmer R (1985) Implicit contracts with asymmetric information and bankruptcy: the effect of interest rates on layoffs. Rev Econ Stud 52(3):427–442

    Google Scholar 

  • Gao D, Mo X, Duan K, Li Y (2022) Can green credit policy promote firms’ green innovation? Evidence from China Sustain 14(7):1–15

    Google Scholar 

  • Ghaly M, Dang VA, Stathopoulos K (2015) Institutional investment horizons and labor investment efficiency. Manchester Business School Working paper

    Google Scholar 

  • Ghaly M, Dang VA, Stathopoulos K (2020) Institutional investors’ horizons and corporate employment decisions. J Corp Finan 64:101–634

    Google Scholar 

  • Ha J, Feng M (2018) Conditional conservatism and labor investment efficiency. J Contemp Account Econ 14(2):143–163

    Google Scholar 

  • Hamermesh D (1993) Labor demand. Princeton University Press, Princeton, NJ

    Google Scholar 

  • Hu G, Wang X, Wang Y (2021) Can the green credit policy stimulate green innovation in heavily polluting enterprises? Evidence from a quasi-natural experiment in China. Energy Econ 98:105–134

    Google Scholar 

  • Hubbard RG (1998) Capital-market imperfections and investment. J Econ Lit 36(1):193–225

    Google Scholar 

  • Jiang P, Jiang H (2023) Green finance policy and labor demand. Econ Lett 225:111065

    Google Scholar 

  • Jung B, Lee WJ, Weber DP (2014) Financial reporting quality and labor investment efficiency. Contemp Account Res 31(4):1047–1076

    Google Scholar 

  • Khedmati M, Sualihu MA, Yawson A (2020) CEO-director ties and labor investment efficiency. J Corp Finan 65:101492

    Google Scholar 

  • Kong D, Liu S, Xiang J (2018) Political promotion and labor investment efficiency. China Econ Rev 50:273–293

    Google Scholar 

  • Li F (2011) Earnings quality based on corporate investment decisions. J Account Res 49(3):721–752

    CAS  Google Scholar 

  • Li Z, Liao G, Wang Z, Huang Z (2018) Green loan and subsidy for promoting clean production innovation. J Clean Prod 187:421–431

    Google Scholar 

  • Liu X, Wang E, Cai D (2019) Green credit policy, property rights and debt financing: quasi-natural experimental evidence from China. Financ Res Lett 29:129–135

    Google Scholar 

  • Ma J, Xiang Y, Bai X (2023) Carbon emission trading scheme and corporate labor investment efficiency: evidence from China. Environ Sci Pollut Res:1–14

  • Nickell S, Nicolitsas D (1999) How does financial pressure affect firms? Eur Econ Rev 43(8):1435–1456

    Google Scholar 

  • Oi W (1962) Labor as a quasi-fixed factor. J Polit Econ 70(6):538–555

    Google Scholar 

  • Pinnuck M, Lillis AM (2007) Profits versus losses: does reporting an accounting loss act as a heuristic trigger to exercise the abandonment option and divest employees? Acc Rev 82(4):1031–1053

    Google Scholar 

  • Sharpe SA (1994) Financial market imperfections, firm leverage, and the cyclicality of employment. The Am Econ Rev 84(4):1060–1074

    Google Scholar 

  • Su CW, Li W, Umar M, Lobonţ OR (2022) Can green credit reduce the emissions of pollutants? Econ Anal Policy 74:205–219

    Google Scholar 

  • Thompson P, Cowton CJ (2004) Bringing the environment into bank lending: implications for environmental reporting. Br Account Rev 36(2):197–218

    Google Scholar 

  • Wang F, Yang S, Reisner A, Liu N (2019) Does green credit policy work in China? The correlation between green credit and corporate environmental information disclosure quality. Sustain 11(3):733

    CAS  Google Scholar 

  • Wang H, Qi S, Zhou C, Zhou J, Huang X (2022) Green credit policy, government behavior and green innovation quality of enterprises. J Clean Prod 331:129–834

    Google Scholar 

  • Xiao Z, Yu L, Liu Y, Bu X, Yin Z (2022) Does green credit policy move the industrial firms toward a greener future? Evidence from a quasi-natural experiment in China. Front Environ Sci 719

  • Xu J, Li J, Nie D, Shen X (2023) To green or to work: the labor demand reduction effect of green finance. Environ Sci Pollut Res:1–16

  • Xu X, Li J (2020) Asymmetric impacts of the policy and development of green credit on the debt financing cost and maturity of different types of enterprises in China. J Clean Prod 264:121–574

    Google Scholar 

  • Yao S, Pan Y, Sensoy A, Uddin GS, Cheng F (2021) Green credit policy and firm performance: what we learn from China. Energy Econ 101:105–415

    Google Scholar 

  • Zhang D (2021) Green credit regulation, induced R&D and green productivity: revisiting the Porter hypothesis. Int Rev Financ Anal 75:101–723

    Google Scholar 

  • Zhang S, Wu Z, He Y, Hao Y (2022) How does the green credit policy affect the technological innovation of enterprises? Evidence from China. Energy Econ 113:106–236

    Google Scholar 

Download references

Funding

This work was supported by the National Natural Science Foundation of China (Grant numbers [No. 72302088]), the Postdoctoral Science Foundation of China (Grant numbers [No. 2021M701194]), the Shanghai Soft Science Projects (Grant numbers [No. 23692121000]), and the Fundamental Research Funds for the Central Universities of China (Grant numbers [No. JKN02232204, JKN02222203]).

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All authors contributed to the study conception and design. Material preparation, data collection, and analysis were performed by Ying Liu, Junqiu Wang, and Canyu Xu. The first draft of the manuscript was written by Ying Liu, and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

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Correspondence to Canyu Xu.

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Appendix

Appendix

Table 11 Definitions of variables

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Liu, ., Wang, J. & Xu, C. Green credit policy and labor investment efficiency: evidence from China. Environ Sci Pollut Res 30, 110461–110480 (2023). https://doi.org/10.1007/s11356-023-30058-x

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