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Credit stimulus and corporate excess employees

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  • Ma, Guangyuan
  • Kong, Dongmin
  • Liu, Shasha

Abstract

This study examines how the large and unexpected Chinese credit stimulus in 2008 affects firms' labor decision. Using a large sample of industrial firms, we find that state-owned enterprises tend to hire more employment than their counterparts after the credit stimulus. Mechanism analysis shows that the credit stimulus package is followed by lower financing costs and more bank loans for the state-owned enterprises, enhancing the degree of their excess employment compared with their counterparts. Moderating effect tests suggest that the overemployment effect is stronger in provinces with a high unemployment level, where the political leaders have stronger promotion incentives, in industries that are selected as the key stimulating industry, and in provinces with higher bank competition level, but weaker in provinces with higher marketization level. Finally, we find that the firm's overemployment caused by the credit stimulus plans decreases firm labor productivity. Overall, our findings shed light on how credit policy influence firms' labor decision and offer important implications for regulators.

Suggested Citation

  • Ma, Guangyuan & Kong, Dongmin & Liu, Shasha, 2023. "Credit stimulus and corporate excess employees," International Review of Financial Analysis, Elsevier, vol. 89(C).
  • Handle: RePEc:eee:finana:v:89:y:2023:i:c:s1057521923003459
    DOI: 10.1016/j.irfa.2023.102829
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    as
    1. Chen, Zhuo & He, Zhiguo & Liu, Chun, 2020. "The financing of local government in China: Stimulus loan wanes and shadow banking waxes," Journal of Financial Economics, Elsevier, vol. 137(1), pages 42-71.
    2. Fan, Haichao & Lai, Edwin L.-C. & Li, Yao Amber, 2015. "Credit constraints, quality, and export prices: Theory and evidence from China," Journal of Comparative Economics, Elsevier, vol. 43(2), pages 390-416.
    3. Jeff L. McMullin & Bryce Schonberger, 2020. "Entropy-balanced accruals," Review of Accounting Studies, Springer, vol. 25(1), pages 84-119, March.
    4. Xiang, Junyi & Zhu, Ling & Kong, Dongmin, 2023. "Labor cost and corporate tax avoidance," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 338-358.
    5. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    6. Piotroski, Joseph D. & Zhang, Tianyu, 2014. "Politicians and the IPO decision: The impact of impending political promotions on IPO activity in China," Journal of Financial Economics, Elsevier, vol. 111(1), pages 111-136.
    7. Lin William Cong & Haoyu Gao & Jacopo Ponticelli & Xiaoguang Yang, 2019. "Credit Allocation Under Economic Stimulus: Evidence from China," The Review of Financial Studies, Society for Financial Studies, vol. 32(9), pages 3412-3460.
    8. Stefan Bender & Nicholas Bloom & David Card & John Van Reenen & Stefanie Wolter, 2018. "Management Practices, Workforce Selection, and Productivity," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 371-409.
    9. Huang, Zhangkai & Li, Lixing & Ma, Guangrong & Qian, Jun, 2021. "The reversal of privatization in China: A political economy perspective," Journal of Corporate Finance, Elsevier, vol. 71(C).
    10. Hongbin Cai & Qiao Liu, 2009. "Competition and Corporate Tax Avoidance: Evidence from Chinese Industrial Firms," Economic Journal, Royal Economic Society, vol. 119(537), pages 764-795, April.
    11. Liao, Guanmin & Chen, Xin & Jing, Xin & Sun, Jianfei, 2009. "Policy burdens, firm performance, and management turnover," China Economic Review, Elsevier, vol. 20(1), pages 15-28, March.
    12. Glaeser, Stephen & Guay, Wayne R., 2017. "Identification and generalizability in accounting research: A discussion of Christensen, Floyd, Liu, and Maffett (2017)," Journal of Accounting and Economics, Elsevier, vol. 64(2), pages 305-312.
    13. 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.
    14. Cull, Robert & Xu, Lixin Colin, 2003. "Who gets credit? The behavior of bureaucrats and state banks in allocating credit to Chinese state-owned enterprises," Journal of Development Economics, Elsevier, vol. 71(2), pages 533-559, August.
    15. Ghaly, Mohamed & Dang, Viet Anh & Stathopoulos, Konstantinos, 2020. "Institutional investors' horizons and corporate employment decisions," Journal of Corporate Finance, Elsevier, vol. 64(C).
    16. Chen, Shiyi, 2015. "Environmental pollution emissions, regional productivity growth and ecological economic development in China," China Economic Review, Elsevier, vol. 35(C), pages 171-182.
    17. Hornstein, Abigail S., 2011. "Where a contract is signed determines its value: Chinese provincial variation in utilized vs. contracted FDI flows," Journal of Comparative Economics, Elsevier, vol. 39(1), pages 92-107, March.
    18. Blau, Benjamin M. & Brough, Tyler J. & Thomas, Diana W., 2013. "Corporate lobbying, political connections, and the bailout of banks," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 3007-3017.
    19. Duchin, Ran & Ozbas, Oguzhan & Sensoy, Berk A., 2010. "Costly external finance, corporate investment, and the subprime mortgage credit crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 418-435, September.
    20. Chong-En Bai & Jiangyong Lu & Zhigang Tao, 2006. "The Multitask Theory of State Enterprise Reform: Empirical Evidence from China," American Economic Review, American Economic Association, vol. 96(2), pages 353-357, May.
    21. Ajai S Gaur & Xufei Ma & Zhujun Ding, 2018. "Home country supportiveness/unfavorableness and outward foreign direct investment from China," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(3), pages 324-345, April.
    22. 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.
    23. Deng, Lu & Jiang, Ping & Li, Sifei & Liao, Mingqing, 2020. "Government intervention and firm investment," Journal of Corporate Finance, Elsevier, vol. 63(C).
    24. Kale, Jayant R. & Ryan, Harley E. & Wang, Lingling, 2019. "Outside employment opportunities, employee productivity, and debt discipline," Journal of Corporate Finance, Elsevier, vol. 59(C), pages 142-161.
    25. Johansson, Anders C. & Luo, Danglun & Rickne, Johanna & Zheng, Wei, 2017. "Government intervention in the capital allocation process: Excess employment as an IPO selection rule in China," China Economic Review, Elsevier, vol. 44(C), pages 271-281.
    26. Ha, Joohyung & Feng, Mingming, 2018. "Conditional conservatism and labor investment efficiency," Journal of Contemporary Accounting and Economics, Elsevier, vol. 14(2), pages 143-163.
    27. Liu, Qigui & Pan, Xiaofei & Tian, Gary Gang, 2018. "To what extent did the economic stimulus package influence bank lending and corporate investment decisions? Evidence from China," Journal of Banking & Finance, Elsevier, vol. 86(C), pages 177-193.
    28. Kong, Dongmin & Liu, Shasha & Xiang, Junyi, 2018. "Political promotion and labor investment efficiency," China Economic Review, Elsevier, vol. 50(C), pages 273-293.
    29. Andrei Shleifer & Robert W. Vishny, 1994. "Politicians and Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 995-1025.
    30. Cao, Zhangfan & Rees, William, 2020. "Do employee-friendly firms invest more efficiently? Evidence from labor investment efficiency," Journal of Corporate Finance, Elsevier, vol. 65(C).
    31. Salim Chahine & Gonul Colak & Iftekhar Hasan & Mohamad Mazboudi, 2020. "Investor relations and IPO performance," Review of Accounting Studies, Springer, vol. 25(2), pages 474-512, June.
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