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The deleveraging puzzle of investment opportunity shock: A quasi-natural experiments on drug marketing authorization holder

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Listed:
  • Long, Houyin
  • Wu, Zhifeng
  • Huang, Xiang
  • Wang, Jiaxin
  • Zhang, Qihao

Abstract

Investment opportunity shocks may either force firms to reduce financial leverage to alleviate external debt constraints and maintain a flexible financial structure, or increase financial leverage due to the need to send positive signals to the market. We analyze this deleveraging puzzle using the reform of the Drug Marketing Authorization Holder (DMAH) in China as an exogenous shock. We find that DMAH has a deleveraging effect on drug firms, and that the agency cost and the market competition are the two key paths through which DMAH affects firms' financial leverage. Further tests show that the deleveraging effect mainly exists in non-SOEs, firms with higher financing constraints and stronger R&D willingness. Finally, drug firms have a better future performance by reducing their financial leverage. This paper provides insights for understanding corporate capital structure decisions under investment opportunity shocks.

Suggested Citation

  • Long, Houyin & Wu, Zhifeng & Huang, Xiang & Wang, Jiaxin & Zhang, Qihao, 2023. "The deleveraging puzzle of investment opportunity shock: A quasi-natural experiments on drug marketing authorization holder," International Review of Financial Analysis, Elsevier, vol. 90(C).
    • Handle: RePEc:eee:finana:v:90:y:2023:i:c:s1057521923004519
    DOI: 10.1016/j.irfa.2023.102935
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    as
    1. Kovenock, Dan & Phillips, Gordon M, 1997. "Capital Structure and Product Market Behavior: An Examination of Plant Exit and Investment Decisions," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 767-803.
    2. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    3. Dedman, Elisabeth & Lennox, Clive, 2009. "Perceived competition, profitability and the withholding of information about sales and the cost of sales," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 210-230, December.
    4. Sean Cleary, 1999. "The Relationship between Firm Investment and Financial Status," Journal of Finance, American Finance Association, vol. 54(2), pages 673-692, April.
    5. Stulz, ReneM., 1990. "Managerial discretion and optimal financing policies," Journal of Financial Economics, Elsevier, vol. 26(1), pages 3-27, July.
    6. David J. Denis & Valeriy Sibilkov, 2010. "Financial Constraints, Investment, and the Value of Cash Holdings," The Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 247-269, January.
    7. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    8. Cook, Douglas O. & Tang, Tian, 2010. "Macroeconomic conditions and capital structure adjustment speed," Journal of Corporate Finance, Elsevier, vol. 16(1), pages 73-87, February.
    9. Stephen A. Ross, 1977. "The Determination of Financial Structure: The Incentive-Signalling Approach," Bell Journal of Economics, The RAND Corporation, vol. 8(1), pages 23-40, Spring.
    10. Agrawal, Ashwini K. & Matsa, David A., 2013. "Labor unemployment risk and corporate financing decisions," Journal of Financial Economics, Elsevier, vol. 108(2), pages 449-470.
    11. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    12. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    13. Lin, Nan & Liu, Chengyi & Chen, Sicen & Pan, Jianping & Zhang, Pengdong, 2022. "The monitoring role of venture capital on controllers' tunneling: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 82(C).
    14. Maksimovic, Vojislav & Titman, Sheridan, 1991. "Financial Policy and Reputation for Product Quality," The Review of Financial Studies, Society for Financial Studies, vol. 4(1), pages 175-200.
    15. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    16. Im, Hyun Joong & Faff, Robert & Ha, Chang Yong, 2022. "Uncertainty, investment spikes, and corporate leverage adjustments," Journal of Banking & Finance, Elsevier, vol. 145(C).
    17. Eugene F. Fama, 2002. "Testing Trade-Off and Pecking Order Predictions About Dividends and Debt," The Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 1-33, March.
    18. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    19. Nguyen, Justin Hung & Phan, Hieu V., 2020. "Carbon risk and corporate capital structure," Journal of Corporate Finance, Elsevier, vol. 64(C).
    20. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-458, February.
    21. Heinkel, Robert & Zechner, Josef, 1990. "The Role of Debt and Perferred Stock as a Solution to Adverse Investment Incentives," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 25(1), pages 1-24, March.
    22. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    23. Pan, Yue & Shroff, Nemit & Zhang, Pengdong, 2023. "The dark side of audit market competition," Journal of Accounting and Economics, Elsevier, vol. 75(1).
    24. Nickell, Stephen J, 1996. "Competition and Corporate Performance," Journal of Political Economy, University of Chicago Press, vol. 104(4), pages 724-746, August.
    25. DeAngelo, Harry & DeAngelo, Linda & Whited, Toni M., 2011. "Capital structure dynamics and transitory debt," Journal of Financial Economics, Elsevier, vol. 99(2), pages 235-261, February.
    26. Titman, Sheridan & Wei, K. C. John & Xie, Feixue, 2004. "Capital Investments and Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(4), pages 677-700, December.
    27. Sicen Chen & Shuping Lin & Jinli Xiao & Pengdong Zhang, 2022. "Do managers learn from stock prices in emerging markets? Evidence from China," The European Journal of Finance, Taylor & Francis Journals, vol. 28(4-5), pages 377-396, March.
    28. Zhang, Jinjin & Chen, Huili & Zhang, Pengdong & Jiang, Min, 2022. "Product market competition and the value of corporate cash: An agency theory explanation," International Review of Financial Analysis, Elsevier, vol. 84(C).
    29. McConnell, John J. & Servaes, Henri, 1995. "Equity ownership and the two faces of debt," Journal of Financial Economics, Elsevier, vol. 39(1), pages 131-157, September.
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