IDEAS home Printed from https://ideas.repec.org/a/eee/jbfina/v146y2023ics0378426622002825.html
   My bibliography  Save this article

Fund flow-induced volatility and the cost of debt

Author

Listed:
  • Cook, Douglas O.
  • Luo, Shikong (Scott)

Abstract

Uninformative stock price fluctuations induced by volatile mutual fund flows generate unintended consequences for corporate debt financing. We propose a measure of stock-level passive equity mutual fund flow-induced volatility pressure and find that it positively affects the bond yield spread at issuance through higher perceived risks revealed by increased equity volatility. Although flow-induced volatility is costly to the borrowing firm, in contrast to equity volatility, it has no significant association with future firm fundamental risk. Our study reveals a dark side of passive investing.

Suggested Citation

  • Cook, Douglas O. & Luo, Shikong (Scott), 2023. "Fund flow-induced volatility and the cost of debt," Journal of Banking & Finance, Elsevier, vol. 146(C).
  • Handle: RePEc:eee:jbfina:v:146:y:2023:i:c:s0378426622002825
    DOI: 10.1016/j.jbankfin.2022.106702
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378426622002825
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbankfin.2022.106702?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. Greenwood, Robin & Thesmar, David, 2011. "Stock price fragility," Journal of Financial Economics, Elsevier, vol. 102(3), pages 471-490.
    2. Malcolm Baker & Jeremy C. Stein & Jeffrey Wurgler, 2003. "When Does the Market Matter? Stock Prices and the Investment of Equity-Dependent Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 969-1005.
    3. Harrison Hong & Jeremy C. Stein, 1999. "A Unified Theory of Underreaction, Momentum Trading, and Overreaction in Asset Markets," Journal of Finance, American Finance Association, vol. 54(6), pages 2143-2184, December.
    4. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    5. King, Mervyn A & Wadhwani, Sushil, 1990. "Transmission of Volatility between Stock Markets," The Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 5-33.
    6. Paolo Pasquariello, 2007. "Imperfect Competition, Information Heterogeneity, and Financial Contagion," The Review of Financial Studies, Society for Financial Studies, vol. 20(2), pages 391-426.
    7. John Y. Campbell & Tuomo Vuolteenaho, 2004. "Inflation Illusion and Stock Prices," American Economic Review, American Economic Association, vol. 94(2), pages 19-23, May.
    8. João A. C. Santos, 2011. "Bank Corporate Loan Pricing Following the Subprime Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1916-1943.
    9. Laura E. Kodres & Matthew Pritsker, 2002. "A Rational Expectations Model of Financial Contagion," Journal of Finance, American Finance Association, vol. 57(2), pages 769-799, April.
    10. Randall Morck & Andrei Shleifer & Robert W. Vishny, 1990. "The Stock Market and Investment: Is the Market a Sideshow?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 21(2), pages 157-216.
    11. Itzhak Ben‐David & Francesco Franzoni & Rabih Moussawi, 2018. "Do ETFs Increase Volatility?," Journal of Finance, American Finance Association, vol. 73(6), pages 2471-2535, December.
    12. repec:zbw:bofrdp:2014_003 is not listed on IDEAS
    13. repec:bla:jfinan:v:55:y:2000:i:4:p:1655-1703 is not listed on IDEAS
    14. Steven Chong Xiao, 2020. "Do Noisy Stock Prices Impede Real Efficiency?," Management Science, INFORMS, vol. 66(12), pages 5990-6014, December.
    15. Francis, Bill & Hasan, Iftekhar & Shen, Yinjie (Victor) & Ye, Pengfei, 2021. "Stock price fragility and the cost of bank loans," Journal of Empirical Finance, Elsevier, vol. 63(C), pages 118-135.
    16. Jae Sim & Egon Zakrajsek & Simon Gilchrist, 2010. "Uncertainty, Financial Frictions, and Investment Dynamics," 2010 Meeting Papers 1285, Society for Economic Dynamics.
    17. Chordia, Tarun & Roll, Richard & Subrahmanyam, Avanidhar, 2011. "Recent trends in trading activity and market quality," Journal of Financial Economics, Elsevier, vol. 101(2), pages 243-263, August.
    18. Mozaffar Khan & Leonid Kogan & George Serafeim, 2012. "Mutual Fund Trading Pressure: Firm-Level Stock Price Impact and Timing of SEOs," Journal of Finance, American Finance Association, vol. 67(4), pages 1371-1395, August.
    19. Cipriani Marco & Guarino Antonio, 2008. "Herd Behavior and Contagion in Financial Markets," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 8(1), pages 1-56, October.
    20. Stijn Claessens & Yishay Yafeh, 2013. "Comovement of Newly Added Stocks with National Market Indices: Evidence from Around the World," Review of Finance, European Finance Association, vol. 17(1), pages 203-227.
    21. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    22. Russ Wermers, 2000. "Mutual Fund Performance: An Empirical Decomposition into Stock‐Picking Talent, Style, Transactions Costs, and Expenses," Journal of Finance, American Finance Association, vol. 55(4), pages 1655-1695, August.
    23. Giovanni Cespa & Thierry Foucault, 2014. "Illiquidity Contagion and Liquidity Crashes," The Review of Financial Studies, Society for Financial Studies, vol. 27(6), pages 1615-1660.
    24. John Y. Campbell & Glen B. Taksler, 2003. "Equity Volatility and Corporate Bond Yields," Journal of Finance, American Finance Association, vol. 58(6), pages 2321-2350, December.
    25. Coles, Jeffrey L. & Daniel, Naveen D. & Naveen, Lalitha, 2006. "Managerial incentives and risk-taking," Journal of Financial Economics, Elsevier, vol. 79(2), pages 431-468, February.
    26. Mark Carey & Greg Nini, 2007. "Is the Corporate Loan Market Globally Integrated? A Pricing Puzzle," Journal of Finance, American Finance Association, vol. 62(6), pages 2969-3007, December.
    27. Kim, Kyonghee & Patro, Sukesh & Pereira, Raynolde, 2017. "Option incentives, leverage, and risk-taking," Journal of Corporate Finance, Elsevier, vol. 43(C), pages 1-18.
    28. Bulan, Laarni T., 2005. "Real options, irreversible investment and firm uncertainty: New evidence from U.S. firms," Review of Financial Economics, Elsevier, vol. 14(3-4), pages 255-279.
    29. Lou, Xiaoxia & Wang, Albert Y., 2018. "Flow-Induced Trading Pressure and Corporate Investment," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(1), pages 171-201, February.
    30. Vasia Panousi & Dimitris Papanikolaou, 2012. "Investment, Idiosyncratic Risk, and Ownership," Journal of Finance, American Finance Association, vol. 67(3), pages 1113-1148, June.
    31. De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990. "Noise Trader Risk in Financial Markets," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-738, August.
    32. Hasan, Iftekhar & Wu, Qiang & Zhang, Hao & Hoi, Chun-Keung (Stan), 2014. "Beauty is in the eye of the beholder: The effect of corporate tax avoidance on the cost of bank loans," Bank of Finland Research Discussion Papers 3/2014, Bank of Finland.
    33. Qi Chen & Itay Goldstein & Wei Jiang, 2007. "Price Informativeness and Investment Sensitivity to Stock Price," The Review of Financial Studies, Society for Financial Studies, vol. 20(3), pages 619-650.
    34. Armstrong, Christopher S. & Vashishtha, Rahul, 2012. "Executive stock options, differential risk-taking incentives, and firm value," Journal of Financial Economics, Elsevier, vol. 104(1), pages 70-88.
    35. Coval, Joshua & Stafford, Erik, 2007. "Asset fire sales (and purchases) in equity markets," Journal of Financial Economics, Elsevier, vol. 86(2), pages 479-512, November.
    36. Low, Angie, 2009. "Managerial risk-taking behavior and equity-based compensation," Journal of Financial Economics, Elsevier, vol. 92(3), pages 470-490, June.
    37. Philip Bond & Alex Edmans & Itay Goldstein, 2012. "The Real Effects of Financial Markets," Annual Review of Financial Economics, Annual Reviews, vol. 4(1), pages 339-360, October.
    38. Laarni T. Bulan, 2005. "Real options, irreversible investment and firm uncertainty: New evidence from U.S. firms," Review of Financial Economics, John Wiley & Sons, vol. 14(3-4), pages 255-279.
    39. Alex Edmans & Itay Goldstein & Wei Jiang, 2012. "The Real Effects of Financial Markets: The Impact of Prices on Takeovers," Journal of Finance, American Finance Association, vol. 67(3), pages 933-971, June.
    40. Morck, Randall & Shleifer, Andrei & Vishny, Robert W, 1990. "The Stock Market Investments: Is the Market a Sideshow?," Scholarly Articles 30747157, Harvard University Department of Economics.
    41. Diamond, Douglas W. & Verrecchia, Robert E., 1981. "Information aggregation in a noisy rational expectations economy," Journal of Financial Economics, Elsevier, vol. 9(3), pages 221-235, September.
    42. Biais, Bruno & Hillion, Pierre, 1994. "Insider and Liquidity Trading in Stock and Options Markets," The Review of Financial Studies, Society for Financial Studies, vol. 7(4), pages 743-780.
    43. Boone, Audra L. & White, Joshua T., 2015. "The effect of institutional ownership on firm transparency and information production," Journal of Financial Economics, Elsevier, vol. 117(3), pages 508-533.
    44. Nan Qin & Vijay Singal, 2015. "Indexing and Stock Price Efficiency," Financial Management, Financial Management Association International, vol. 44(4), pages 875-904, October.
    45. Bartram, Söhnke M. & Brown, Gregory W. & Conrad, Jennifer, 2011. "The Effects of Derivatives on Firm Risk and Value," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(4), pages 967-999, August.
    46. Sumit Agarwal, 2010. "Distance and Private Information in Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2757-2788, July.
    47. Albert S. Kyle & Wei Xiong, 2001. "Contagion as a Wealth Effect," Journal of Finance, American Finance Association, vol. 56(4), pages 1401-1440, August.
    48. Hasan, Iftekhar & Hoi, Chun Keung (Stan) & Wu, Qiang & Zhang, Hao, 2014. "Beauty is in the eye of the beholder: The effect of corporate tax avoidance on the cost of bank loans," Journal of Financial Economics, Elsevier, vol. 113(1), pages 109-130.
    49. Lewis Gaul & Pinar Uysal, 2013. "Can Equity Volatility Explain the Global Loan Pricing Puzzle?," The Review of Financial Studies, Society for Financial Studies, vol. 26(12), pages 3225-3265.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Liu, Xiaotong & Wang, Jingda & Cao, Chang, 2024. "Mutual fund cliques, fund flow-performance sensitivity, and stock price crash risk," International Review of Financial Analysis, Elsevier, vol. 91(C).

    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. Li, Frank Weikai & Sun, Chengzhu, 2022. "Information acquisition and expected returns: Evidence from EDGAR search traffic," Journal of Economic Dynamics and Control, Elsevier, vol. 141(C).
    2. Jiang, Jinglin & Nanda, Vikram & Xiao, Steven Chong, 2021. "Stock-market disruptions and corporate disclosure policies," Journal of Corporate Finance, Elsevier, vol. 66(C).
    3. Steven Chong Xiao, 2020. "Do Noisy Stock Prices Impede Real Efficiency?," Management Science, INFORMS, vol. 66(12), pages 5990-6014, December.
    4. Pereira da Silva, Paulo, 2021. "Do managers pay attention to the market? A review of the relationship between stock price informativeness and investment," Journal of Multinational Financial Management, Elsevier, vol. 59(C).
    5. Broman, Markus S., 2020. "Local demand shocks, excess comovement and return predictability," Journal of Banking & Finance, Elsevier, vol. 119(C).
    6. Alex Edmans & Itay Goldstein & Wei Jiang, 2012. "The Real Effects of Financial Markets: The Impact of Prices on Takeovers," Journal of Finance, American Finance Association, vol. 67(3), pages 933-971, June.
    7. Rösch, Dominik M. & Subrahmanyam, Avanidhar & van Dijk, Mathijs A., 2022. "Investor short-termism and real investment," Journal of Financial Markets, Elsevier, vol. 59(PB).
    8. Itay Goldstein, 2023. "Information in Financial Markets and Its Real Effects," Review of Finance, European Finance Association, vol. 27(1), pages 1-32.
    9. Aliyev, Nihad & Huseynov, Fariz & Rzayev, Khaladdin, 2022. "Algorithmic trading and investment-to-price sensitivity," LSE Research Online Documents on Economics 118844, London School of Economics and Political Science, LSE Library.
    10. Hau, Harald & Lai, Sandy, 2013. "Real effects of stock underpricing," Journal of Financial Economics, Elsevier, vol. 108(2), pages 392-408.
    11. Jang, In Ji & Kang, Namho & Yezegel, Ari, 2022. "Common ownership, price informativeness, and corporate investment," Journal of Banking & Finance, Elsevier, vol. 135(C).
    12. Wei Xiong, 2013. "Bubbles, Crises, and Heterogeneous Beliefs," NBER Working Papers 18905, National Bureau of Economic Research, Inc.
    13. Doron Israeli & Ron Kaniel & Suhas A. Sridharan, 2022. "The Real Side of the High-Volume Return Premium," Management Science, INFORMS, vol. 68(2), pages 1426-1449, February.
    14. Thanh Huong Nguyen, 2019. "Information and Noise in Stock Markets: Evidence on the Determinants and Effects Using New Empirical Measures," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 7-2019, January-A.
    15. Jinyong Kim & Yongsik Kim, 2022. "Market‐wide shocks and the predictive power for the real economy in the Korean stock market," Pacific Economic Review, Wiley Blackwell, vol. 27(4), pages 380-399, October.
    16. Jan Schneemeier, 2019. "Shock Propagation Through Cross-Learning in Opaque Networks," 2019 Meeting Papers 329, Society for Economic Dynamics.
    17. Benjamin Bennett & René M. Stulz & Zexi Wang, 2020. "Does Joining the S&P 500 Index Hurt Firms?," NBER Working Papers 27593, National Bureau of Economic Research, Inc.
    18. JULES H. van BINSBERGEN & CHRISTIAN C. OPP, 2019. "Real Anomalies," Journal of Finance, American Finance Association, vol. 74(4), pages 1659-1706, August.
    19. Haoyi Yang & Shikong Luo, 2023. "A dark side to options trading? Evidence from corporate default risk," Review of Quantitative Finance and Accounting, Springer, vol. 60(2), pages 531-564, February.
    20. Peress, Joel & Schmidt, Daniel, 2021. "Noise traders incarnate: Describing a realistic noise trading process," Journal of Financial Markets, Elsevier, vol. 54(C).

    More about this item

    Keywords

    Non-fundamental risk; Cost of debt; Mutual fund flow volatility; Passive investments;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G40 - Financial Economics - - Behavioral Finance - - - General

    Statistics

    Access and download statistics

    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:jbfina:v:146:y:2023:i:c:s0378426622002825. 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/jbf .

    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.