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Economic policy uncertainty and the demand for labor: Evidence from the online job postings of Chinese firms

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  • Li, Mingyan
  • Tang, Xuepeng
  • Yu, Linhui

Abstract

This paper examines the impact of economic policy uncertainty (EPU) on labor demand. Using data from a Chinese online job posting site, this study empirically investigates how EPU affects firms' hiring behavior. The results suggest that EPU has overall negative effects. Firms tend to reduce job postings in times of increasing policy uncertainty. More particularly, the demand for skills such as teamwork, personnel management, project management, and customer service declines, while individual qualities become more important to enterprises. The study also reveals that there is a positive relationship between EPU and the educational background required in firms' job ads. Further analysis indicates that non-state-owned enterprises, those with poor internal control quality, smaller scale, greater industry competitiveness, and those in non-high-tech industries are more significantly affected by EPU in hiring. This research provides empirical support and policy recommendations for the government to maintain employment stability and stimulate enterprise labor demand.

Suggested Citation

  • Li, Mingyan & Tang, Xuepeng & Yu, Linhui, 2024. "Economic policy uncertainty and the demand for labor: Evidence from the online job postings of Chinese firms," International Review of Economics & Finance, Elsevier, vol. 96(PA).
  • Handle: RePEc:eee:reveco:v:96:y:2024:i:pa:s1059056024005409
    DOI: 10.1016/j.iref.2024.103548
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    as
    1. Duygan-Bump, Burcu & Levkov, Alexey & Montoriol-Garriga, Judit, 2015. "Financing constraints and unemployment: Evidence from the Great Recession," Journal of Monetary Economics, Elsevier, vol. 75(C), pages 89-105.
    2. Huang, Yun & Luk, Paul, 2020. "Measuring economic policy uncertainty in China," China Economic Review, Elsevier, vol. 59(C).
    3. Ufuk Akcigit & Salomé Baslandze & Francesca Lotti, 2023. "Connecting to Power: Political Connections, Innovation, and Firm Dynamics," Econometrica, Econometric Society, vol. 91(2), pages 529-564, March.
    4. Cull, Robert & Xu, Lixin Colin, 2000. "Bureaucrats, State Banks, and the Efficiency of Credit Allocation: The Experience of Chinese State-Owned Enterprises," Journal of Comparative Economics, Elsevier, vol. 28(1), pages 1-31, March.
    5. Cull, Robert & Xu, Lixin Colin, 2005. "Institutions, ownership, and finance: the determinants of profit reinvestment among Chinese firms," Journal of Financial Economics, Elsevier, vol. 77(1), pages 117-146, July.
    6. Anderson, Ronald C. & Fraser, Donald R., 2000. "Corporate control, bank risk taking, and the health of the banking industry," Journal of Banking & Finance, Elsevier, vol. 24(8), pages 1383-1398, August.
    7. Jacob Mincer & Solomon Polachek, 1974. "Family Investments in Human Capital: Earnings of Women," NBER Chapters, in: Marriage, Family, Human Capital, and Fertility, pages 76-110, National Bureau of Economic Research, Inc.
    8. Cheng, Louis T.W. & Leung, T.Y., 2016. "Government protection, political connection and management turnover in China," International Review of Economics & Finance, Elsevier, vol. 45(C), pages 160-176.
    9. Yu, Linhui & Tang, Xuepeng & Huang, Xianhai, 2023. "Does the business environment promote entrepreneurship?——Evidence from the China Household Finance Survey," China Economic Review, Elsevier, vol. 79(C).
    10. Cao, Yuqiang & Hu, Yong & Liu, Qian & Lu, Meiting & Shan, Yaowen, 2023. "Job creation or disruption? Unraveling the effects of smart city construction on corporate employment in China," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    11. Wang, Yizhong & Wei, Yueling & Song, Frank M., 2017. "Uncertainty and corporate R&D investment: Evidence from Chinese listed firms," International Review of Economics & Finance, Elsevier, vol. 47(C), pages 176-200.
    12. Samuel Bentolila & Marcel Jansen & Gabriel Jiménez, 2018. "Erratum: When Credit Dries Up: Job Losses in the Great Recession," Journal of the European Economic Association, European Economic Association, vol. 16(2), pages 560-560.
    13. Chen, Suyun & Li, Zongze & Han, Binbin & Ma, Hengyun, 2021. "Managerial ability, internal control and investment efficiency," Journal of Behavioral and Experimental Finance, Elsevier, vol. 31(C).
    14. Poncet, Sandra & Steingress, Walter & Vandenbussche, Hylke, 2010. "Financial constraints in China: Firm-level evidence," China Economic Review, Elsevier, vol. 21(3), pages 411-422, September.
    15. O'Hara, Maureen & Shaw, Wayne, 1990. "Deposit Insurance and Wealth Effects: The Value of Being "Too Big to Fail."," Journal of Finance, American Finance Association, vol. 45(5), pages 1587-1600, December.
    16. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    17. Wang, Yizhong & Chen, Carl R. & Huang, Ying Sophie, 2014. "Economic policy uncertainty and corporate investment: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 26(C), pages 227-243.
    18. Cheng, Feiyang & Wang, Chunfeng & Cui, Xin & Wu, Ji & He, Feng, 2021. "Economic policy uncertainty exposure and stock price bubbles: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 78(C).
    19. Daniel S. Hamermesh & Gerard A. Pfann, 1996. "Adjustment Costs in Factor Demand," Journal of Economic Literature, American Economic Association, vol. 34(3), pages 1264-1292, September.
    20. Ting Chen & James Kai-sing Kung, 2019. "Busting the “Princelings”: The Campaign Against Corruption in China’s Primary Land Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 185-226.
    21. He, Feng & Ma, Yaming & Zhang, Xiaojie, 2020. "How does economic policy uncertainty affect corporate Innovation?–Evidence from China listed companies," International Review of Economics & Finance, Elsevier, vol. 67(C), pages 225-239.
    22. Zhangkai Huang & Lixing Li & Guangrong Ma & Lixin Colin Xu, 2017. "Hayek, Local Information, and Commanding Heights: Decentralizing State-Owned Enterprises in China," American Economic Review, American Economic Association, vol. 107(8), pages 2455-2478, August.
    23. Cull, Robert & Xu, Lixin Colin & Zhu, Tian, 2009. "Formal finance and trade credit during China's transition," Journal of Financial Intermediation, Elsevier, vol. 18(2), pages 173-192, April.
    24. Yu, Jian & Shi, Xunpeng & Guo, Dongmei & Yang, Longjian, 2021. "Economic policy uncertainty (EPU) and firm carbon emissions: Evidence using a China provincial EPU index," Energy Economics, Elsevier, vol. 94(C).
    25. Cui, Xin & Wang, Chunfeng & Liao, Jing & Fang, Zhenming & Cheng, Feiyang, 2021. "Economic policy uncertainty exposure and corporate innovation investment: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
    26. Lyu, Wenjing & Liu, Jin, 2021. "Soft skills, hard skills: What matters most? Evidence from job postings," Applied Energy, Elsevier, vol. 300(C).
    27. Cull, Robert & Li, Wei & Sun, Bo & Xu, Lixin Colin, 2015. "Government connections and financial constraints: Evidence from a large representative sample of Chinese firms," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 271-294.
    28. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    29. Elizabeth Gutiérrez & Ben Lourie & Alexander Nekrasov & Terry Shevlin, 2020. "Are Online Job Postings Informative to Investors?," Management Science, INFORMS, vol. 66(7), pages 3133-3141, July.
    30. Kewei Hou & David T. Robinson, 2006. "Industry Concentration and Average Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1927-1956, August.
    31. Xin Cui & Shouyu Yao & Zhenming Fang & Hua Wang, 2021. "Economic policy uncertainty exposure and earnings management: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(3), pages 3937-3976, September.
    32. Campello, Murillo & Gao, Janet, 2017. "Customer concentration and loan contract terms," Journal of Financial Economics, Elsevier, vol. 123(1), pages 108-136.
    33. David Deming & Lisa B. Kahn, 2018. "Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 337-369.
    34. Jean‐Noël Barrot & Ramana Nanda, 2020. "The Employment Effects of Faster Payment: Evidence from the Federal Quickpay Reform," Journal of Finance, American Finance Association, vol. 75(6), pages 3139-3173, December.
    35. Kaufman, George G., 2014. "Too big to fail in banking: What does it mean?," Journal of Financial Stability, Elsevier, vol. 13(C), pages 214-223.
    36. Amihud, Yakov & Lev, Baruch & Travlos, Nickolaos G, 1990. "Corporate Control and the Choice of Investment Financing: The Case of Corporate Acquisitions," Journal of Finance, American Finance Association, vol. 45(2), pages 603-616, June.
    37. Wu, Yan & Heerink, Nico, 2016. "Foreign direct investment, fiscal decentralization and land conflicts in China," China Economic Review, Elsevier, vol. 38(C), pages 92-107.
    38. 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).
    39. Wu, Yan & Heerink, Nico & Yu, Linhui, 2020. "Real estate boom and resource misallocation in manufacturing industries: Evidence from China," China Economic Review, Elsevier, vol. 60(C).
    40. James Dow & Gary Gorton & Arvind Krishnamurthy, 2005. "Equilibrium Investment and Asset Prices under Imperfect Corporate Control," American Economic Review, American Economic Association, vol. 95(3), pages 659-681, June.
    41. Huseyin Gulen & Mihai Ion, 2016. "Editor's Choice Policy Uncertainty and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 29(3), pages 523-564.
    42. Shen, Chung-Hua & Lin, Chih-Yung & Wang, Yu-Chun, 2015. "Do strong corporate governance firms still require political connection, and vice versa?," International Review of Economics & Finance, Elsevier, vol. 39(C), pages 107-120.
    43. Xu, Zhaoxia, 2020. "Economic policy uncertainty, cost of capital, and corporate innovation," Journal of Banking & Finance, Elsevier, vol. 111(C).
    44. Walter Y. Oi, 1962. "Labor as a Quasi-Fixed Factor," Journal of Political Economy, University of Chicago Press, vol. 70(6), pages 538-538.
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    Keywords

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    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • E60 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - General
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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