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Fund flow-induced volatility and the cost of debt

Author

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  • 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
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    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. repec:bla:jfinan:v:55:y:2000:i:4:p:1655-1703 is not listed on IDEAS
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. John Y. Campbell & Tuomo Vuolteenaho, 2004. "Inflation Illusion and Stock Prices," American Economic Review, American Economic Association, vol. 94(2), pages 19-23, May.
    9. Vasia Panousi & Dimitris Papanikolaou, 2012. "Investment, Idiosyncratic Risk, and Ownership," Journal of Finance, American Finance Association, vol. 67(3), pages 1113-1148, June.
    10. 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.
    11. 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.
    12. 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.
    13. Low, Angie, 2009. "Managerial risk-taking behavior and equity-based compensation," Journal of Financial Economics, Elsevier, vol. 92(3), pages 470-490, June.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. Steven Chong Xiao, 2020. "Do Noisy Stock Prices Impede Real Efficiency?," Management Science, INFORMS, vol. 66(12), pages 5990-6014, December.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    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. 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.
    31. 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.
    32. Jae Sim & Egon Zakrajsek & Simon Gilchrist, 2010. "Uncertainty, Financial Frictions, and Investment Dynamics," 2010 Meeting Papers 1285, Society for Economic Dynamics.
    33. 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.
    34. 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.
    35. repec:zbw:bofrdp:2014_003 is not listed on IDEAS
    36. 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.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. 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.
    43. 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.
    44. Kim, Kyonghee & Patro, Sukesh & Pereira, Raynolde, 2017. "Option incentives, leverage, and risk-taking," Journal of Corporate Finance, Elsevier, vol. 43(C), pages 1-18.
    45. 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.
    46. 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.
    47. 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.
    48. Nan Qin & Vijay Singal, 2015. "Indexing and Stock Price Efficiency," Financial Management, Financial Management Association International, vol. 44(4), pages 875-904, October.
    49. Albert S. Kyle & Wei Xiong, 2001. "Contagion as a Wealth Effect," Journal of Finance, American Finance Association, vol. 56(4), pages 1401-1440, August.
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    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).

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    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

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