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Who Deserves the Credit for Lower Unemployment? Structural Monetary Policy Tools and Corporate Labour Employment in China

Author

Listed:
  • Xue Li
  • Hexiang Yang
  • Jenny Jing Wang

Abstract

This study examines the employment effects of China's structural monetary policy using a firm‐level DID model from 2007 to 2022. We found that the policy significantly boosts corporate employment and compensation. In addition, this study uses a dual channel: a standard funding supply effect, and a novel, policy‐signalling effect operating through local governments. The impact is greatest for SMEs, labour‐intensive, and financially dependent firms, confirming the policy's targeted nature. Finally, our results show that in state‐influenced economies, targeted policies amplified by government coordination can be powerful tools for achieving macroeconomic stability.

Suggested Citation

  • Xue Li & Hexiang Yang & Jenny Jing Wang, 2025. "Who Deserves the Credit for Lower Unemployment? Structural Monetary Policy Tools and Corporate Labour Employment in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 65(4), pages 3829-3843, December.
    • Handle: RePEc:bla:acctfi:v:65:y:2025:i:4:p:3829-3843
    DOI: 10.1111/acfi.70132
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    1. Alan S. Blinder & Michael Ehrmann & Marcel Fratzscher & Jakob De Haan & David-Jan Jansen, 2008. "Central Bank Communication and Monetary Policy: A Survey of Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 46(4), pages 910-945, December.
    2. 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.
    3. Liu, Xiaoling & Wu, Yuhui & Zhang, Huan, 2023. "Collateral-based monetary policy and corporate employment: Evidence from Medium-term Lending Facility in China," Journal of Corporate Finance, Elsevier, vol. 78(C).
    4. Ma, Yue & Tang, Heiwai & Zhang, Yifan, 2014. "Factor Intensity, product switching, and productivity: Evidence from Chinese exporters," Journal of International Economics, Elsevier, vol. 92(2), pages 349-362.
    5. repec:pri:cepsud:161blinder is not listed on IDEAS
    6. Jeremy C. Stein & Anil K. Kashyap, 2000. "What Do a Million Observations on Banks Say about the Transmission of Monetary Policy?," American Economic Review, American Economic Association, vol. 90(3), pages 407-428, June.
    7. Gang Wang & Yi Shen, 2023. "Did quantitative easing reduce the borrowing costs of firms? The risk‐taking channel," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(1), pages 507-536, March.
    8. Das, Sonali & Song, Wenting, 2023. "Monetary policy transmission and policy coordination in China," China Economic Review, Elsevier, vol. 82(C).
    9. Kaiji Chen & Jue Ren & Tao Zha, 2018. "The Nexus of Monetary Policy and Shadow Banking in China," American Economic Review, American Economic Association, vol. 108(12), pages 3891-3936, December.
    10. Kenneth N. Kuttner, 2018. "Outside the Box: Unconventional Monetary Policy in the Great Recession and Beyond," Journal of Economic Perspectives, American Economic Association, vol. 32(4), pages 121-146, Fall.
    11. Acharya, Viral & Xu, Zhaoxia, 2017. "Financial dependence and innovation: The case of public versus private firms," Journal of Financial Economics, Elsevier, vol. 124(2), pages 223-243.
    12. Feng Lu, Susan & Yao, Yang, 2009. "The Effectiveness of Law, Financial Development, and Economic Growth in an Economy of Financial Repression: Evidence from China," World Development, Elsevier, vol. 37(4), pages 763-777, April.
    13. Viral Acharya & Sergei A. Davydenko & Ilya A. Strebulaev, 2012. "Cash Holdings and Credit Risk," The Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3572-3609.
    14. Neely, Christopher J., 2015. "Unconventional monetary policy had large international effects," Journal of Banking & Finance, Elsevier, vol. 52(C), pages 101-111.
    15. Sabrina T. Howell, 2017. "Financing Innovation: Evidence from R&D Grants," American Economic Review, American Economic Association, vol. 107(4), pages 1136-1164, April.
    16. Marco Di Maggio & Amir Kermani & Christopher J Palmer, 2020. "How Quantitative Easing Works: Evidence on the Refinancing Channel," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(3), pages 1498-1528.
    17. Luck, Stephan & Zimmermann, Tom, 2020. "Employment effects of unconventional monetary policy: Evidence from QE," Journal of Financial Economics, Elsevier, vol. 135(3), pages 678-703.
    18. 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.
    19. Ben S. Bernanke & Mark Gertler, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 27-48, Fall.
    20. Zixuan Dai & Lei Xu, 2025. "Negative interest rates, bank capital and lending behaviours," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 65(3), pages 2487-2516, September.
    21. Kenneth N. Kuttner, 2018. "Outside the Box: Unconventional Monetary Policy in the Great Recession and Beyond," Department of Economics Working Papers 2018-04, Department of Economics, Williams College.
    22. Alan S. Blinder & Michael Ehrmann & Marcel Fratzscher & Jakob De Haan & David-Jan Jansen, 2008. "Central Bank Communication and Monetary Policy: A Survey of Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 46(4), pages 910-945, December.
    23. Gnewuch, Matthias & Zhang, Donghai, 2025. "Monetary policy, firm heterogeneity, and the distribution of investment rates," Journal of Monetary Economics, Elsevier, vol. 149(C).
    24. Neuenkirch, Matthias, 2013. "Monetary policy transmission in vector autoregressions: A new approach using central bank communication," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4278-4285.
    25. Berger, Allen N. & Black, Lamont K. & Bouwman, Christa H.S. & Dlugosz, Jennifer, 2017. "Bank loan supply responses to Federal Reserve emergency liquidity facilities," Journal of Financial Intermediation, Elsevier, vol. 32(C), pages 1-15.
    26. Philipp Schnabl, 2012. "The International Transmission of Bank Liquidity Shocks: Evidence from an Emerging Market," Journal of Finance, American Finance Association, vol. 67(3), pages 897-932, June.
    27. C. Edward Fee & Charles J. Hadlock & Joshua R. Pierce, 2009. "Investment, Financing Constraints, and Internal Capital Markets: Evidence from the Advertising Expenditures of Multinational Firms," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2361-2392, June.
    28. John (Jianqiu) Bai & Daniel Carvalho & Gordon M. Phillips, 2018. "The Impact of Bank Credit on Labor Reallocation and Aggregate Industry Productivity," Journal of Finance, American Finance Association, vol. 73(6), pages 2787-2836, December.
    29. Federico Cingano & Francesco Manaresi & Enrico Sette, 2016. "Does Credit Crunch Investment Down? New Evidence on the Real Effects of the Bank-Lending Channel," The Review of Financial Studies, Society for Financial Studies, vol. 29(10), pages 2737-2773.
    30. Jens H. E. Christensen & Jose A. Lopez & Glenn D. Rudebusch, 2014. "Do Central Bank Liquidity Facilities Affect Interbank Lending Rates?," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 32(1), pages 136-151, January.
    31. Carpinelli, Luisa & Crosignani, Matteo, 2021. "The design and transmission of central bank liquidity provisions," Journal of Financial Economics, Elsevier, vol. 141(1), pages 27-47.
    32. Paludkiewicz, Karol, 2021. "Unconventional Monetary Policy, Bank Lending, and Security Holdings: The Yield-Induced Portfolio-Rebalancing Channel," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(2), pages 531-568, March.
    33. Alexander Rodnyansky & Olivier M. Darmouni, 2017. "The Effects of Quantitative Easing on Bank Lending Behavior," The Review of Financial Studies, Society for Financial Studies, vol. 30(11), pages 3858-3887.
    34. Barbiero, Francesca & Burlon, Lorenzo & Dimou, Maria & Toczynski, Jan, 2024. "Targeted monetary policy, dual rates, and bank risk-taking," European Economic Review, Elsevier, vol. 170(C).
    35. Chenggang Xu, 2011. "The Fundamental Institutions of China's Reforms and Development," Journal of Economic Literature, American Economic Association, vol. 49(4), pages 1076-1151, December.
    36. Braggion, Fabio & Manconi, Alberto & Zhu, Haikun, 2020. "Credit and social unrest: Evidence from 1930s China," Journal of Financial Economics, Elsevier, vol. 138(2), pages 295-315.
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