IDEAS home Printed from https://ideas.repec.org/a/eee/finana/v90y2023ics1057521923004519.html
   My bibliography  Save this article

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

Author

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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1057521923004519
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.irfa.2023.102935?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Im, Hyun Joong & Faff, Robert & Ha, Chang Yong, 2022. "Uncertainty, investment spikes, and corporate leverage adjustments," Journal of Banking & Finance, Elsevier, vol. 145(C).
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Sean Cleary, 1999. "The Relationship between Firm Investment and Financial Status," Journal of Finance, American Finance Association, vol. 54(2), pages 673-692, April.
    11. Stulz, ReneM., 1990. "Managerial discretion and optimal financing policies," Journal of Financial Economics, Elsevier, vol. 26(1), pages 3-27, July.
    12. Nguyen, Justin Hung & Phan, Hieu V., 2020. "Carbon risk and corporate capital structure," Journal of Corporate Finance, Elsevier, vol. 64(C).
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    20. Pan, Yue & Shroff, Nemit & Zhang, Pengdong, 2023. "The dark side of audit market competition," Journal of Accounting and Economics, Elsevier, vol. 75(1).
    21. Nickell, Stephen J, 1996. "Competition and Corporate Performance," Journal of Political Economy, University of Chicago Press, vol. 104(4), pages 724-746, August.
    22. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    23. 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).
    24. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Marian Rizov, 2008. "Corporate Capital Structure And How Soft Budget Constraints May Affect It," Journal of Economic Surveys, Wiley Blackwell, vol. 22(4), pages 648-684, September.
    2. Tatiana Didier & Ross Levine & Sergio L. Schmukler, 2015. "Capital Market Financing, Firm Growth, and Firm Size Distribution," Working Papers 172015, Hong Kong Institute for Monetary Research.
    3. Huang, Guihai & Song, Frank M., 2006. "The determinants of capital structure: Evidence from China," China Economic Review, Elsevier, vol. 17(1), pages 14-36.
    4. Hirota, Shinichi, 1999. "Are Corporate Financing Decisions Different in Japan? An Empirical Study on Capital Structure," Journal of the Japanese and International Economies, Elsevier, vol. 13(3), pages 201-229, September.
    5. Antonczyk, Ron Christian & Salzmann, Astrid Juliane, 2014. "Overconfidence and optimism: The effect of national culture on capital structure," Research in International Business and Finance, Elsevier, vol. 31(C), pages 132-151.
    6. Sanjiva Prasad & Christopher J. Green & Victor Murinde, 2001. "Company Financing, Captial Structure, and Ownership: A Survey, and Implications for Developing Economies," SUERF Studies, SUERF - The European Money and Finance Forum, number 12 edited by Morten Balling, May.
    7. Didier Brandao,Tatiana & Levine,Ross Eric & Schmukler,Sergio L., 2015. "Capital market financing, firm growth, and firm size distribution," Policy Research Working Paper Series 7353, The World Bank.
    8. Drobetz, Wolfgang & Gounopoulos, Dimitrios & Merikas, Andreas & Schröder, Henning, 2013. "Capital structure decisions of globally-listed shipping companies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 52(C), pages 49-76.
    9. Kim, Sang-Joon & Bae, John & Oh, Hannah, 2019. "Financing strategically: The moderation effect of marketing activities on the bifurcated relationship between debt level and firm valuation of small and medium enterprises," The North American Journal of Economics and Finance, Elsevier, vol. 48(C), pages 663-681.
    10. Drobetz, Wolfgang & Pensa, Pascal & Wöhle, Claudia B., 2004. "Kapitalstrukturtheorie in Theorie und Praxis: Ergebnisse einer Fragebogenuntersuchung," Working papers 2004/09, Faculty of Business and Economics - University of Basel.
    11. Rana El Bahsh & Ali Alattar & Aziz N. Yusuf, 2018. "Firm, Industry and Country Level Determinants of Capital Structure: Evidence from Jordan," International Journal of Economics and Financial Issues, Econjournals, vol. 8(2), pages 175-190.
    12. Sanjiva Prasad & Christopher J. Green & Victor Murinde, 2005. "Company Financial Structure: A Survey and Implications for Developing Economies," Chapters, in: Christopher J. Green & Colin Kirkpatrick & Victor Murinde (ed.), Finance and Development, chapter 12, Edward Elgar Publishing.
    13. Muhammad Yusuf Amin & Amanat Ali & Bashir Khan, 2019. "Capital Structure of Chinese Firms Across different Sectors: Does Ownership Structure Matter?," Global Economics Review, Humanity Only, vol. 4(2), pages 70-82, June.
    14. Wu, Xueping & Au Yeung, Chau Kin, 2012. "Firm growth type and capital structure persistence," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3427-3443.
    15. Nikolaos Daskalakis & Eleni Tsota, 2023. "Reintroducing Industry Effects in Capital Structure Determination of SMEs," Business & Entrepreneurship Journal, SCIENPRESS Ltd, vol. 12(2), pages 1-4.
    16. Le, Thi Phuong Vy & Phan, Thi Bich Nguyet, 2017. "Capital structure and firm performance: Empirical evidence from a small transition country," Research in International Business and Finance, Elsevier, vol. 42(C), pages 710-726.
    17. Zhao, Lei & Li, Na & Wu, Yanjun, 2023. "Institutional investors' site visits, information asymmetry, and investment efficiency," International Review of Financial Analysis, Elsevier, vol. 88(C).
    18. Geoffroy Enjolras & Gilles Sanfilippo, 2018. "The role of debt in financing French farm investments," Post-Print hal-02048362, HAL.
    19. Namryoung Lee & Jaehong Lee, 2019. "External Financing, R&D Intensity, and Firm Value in Biotechnology Companies," Sustainability, MDPI, vol. 11(15), pages 1-18, July.
    20. Morais, Flávio & Serrasqueiro, Zélia & Ramalho, Joaquim J.S., 2020. "The zero-leverage phenomenon: A bivariate probit with partial observability approach," Research in International Business and Finance, Elsevier, vol. 53(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:finana:v:90:y:2023:i:c:s1057521923004519. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620166 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.