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Financial leverage and stock return comovement

Author

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  • Do, Hung X.
  • Nguyen, Nhut H.
  • Nguyen, Quan M.P.
Abstract
Leverage-initiating stocks experience an increase in return comovement with leveraged stocks and a decrease in return comovement with zero-leverage stocks in the year after the leverage initiation event. Conversely, stocks that fully deleverage comove more with their new peers of zero-leverage stocks and less with their old peers of leveraged stocks. These findings are robust after controlling for common factors and firm characteristics and using various time series and events as exogenous shocks to corporate leverage decisions. Our findings can be explained by investor clienteles for financial leverage and are not driven by omitted variables and other characteristic-induced comovements.

Suggested Citation

  • Do, Hung X. & Nguyen, Nhut H. & Nguyen, Quan M.P., 2022. "Financial leverage and stock return comovement," Journal of Financial Markets, Elsevier, vol. 60(C).
  • Handle: RePEc:eee:finmar:v:60:y:2022:i:c:s1386418121000720
    DOI: 10.1016/j.finmar.2021.100699
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    as
    1. Lown, Cara & Morgan, Donald P., 2006. "The Credit Cycle and the Business Cycle: New Findings Using the Loan Officer Opinion Survey," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(6), pages 1575-1597, September.
    2. Ulf Axelson & Tim Jenkinson & Per Strömberg & Michael S. Weisbach, 2013. "Borrow Cheap, Buy High? The Determinants of Leverage and Pricing in Buyouts," Journal of Finance, American Finance Association, vol. 68(6), pages 2223-2267, December.
    3. Grullon, Gustavo & Underwood, Shane & Weston, James P., 2014. "Comovement and investment banking networks," Journal of Financial Economics, Elsevier, vol. 113(1), pages 73-89.
    4. Harris, John M, Jr & Roenfeldt, Rodney L & Cooley, Philip L, 1983. "Evidence of Financial Leverage Clienteles," Journal of Finance, American Finance Association, vol. 38(4), pages 1125-1132, September.
    5. Petri Jylhä, 2018. "Margin Requirements and the Security Market Line," Journal of Finance, American Finance Association, vol. 73(3), pages 1281-1321, June.
    6. Nicolae Gârleanu & Lasse Heje Pedersen, 2011. "Margin-based Asset Pricing and Deviations from the Law of One Price," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1980-2022.
    7. Frazzini, Andrea & Pedersen, Lasse Heje, 2014. "Betting against beta," Journal of Financial Economics, Elsevier, vol. 111(1), pages 1-25.
    8. Tobias Adrian & Erkko Etula & Tyler Muir, 2014. "Financial Intermediaries and the Cross-Section of Asset Returns," Journal of Finance, American Finance Association, vol. 69(6), pages 2557-2596, December.
    9. Cara S. Lown & Donald P. Morgan & Sonali Rohatgi, 2000. "Listening to loan officers: the impact of commercial credit standards on lending and output," Economic Policy Review, Federal Reserve Bank of New York, issue Jul, pages 1-16.
    10. Colombo, Jéfferson A. & Caldeira, João F., 2018. "The role of taxes and the interdependence among corporate financial policies: Evidence from a natural experiment," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 402-423.
    11. Green, T. Clifton & Hwang, Byoung-Hyoun, 2009. "Price-based return comovement," Journal of Financial Economics, Elsevier, vol. 93(1), pages 37-50, July.
    12. Lo, Andrew W & Wang, Jiang, 2000. "Trading Volume: Definitions, Data Analysis, and Implications of Portfolio Theory," The Review of Financial Studies, Society for Financial Studies, vol. 13(2), pages 257-300.
    13. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    14. Karolyi, G. Andrew & Lee, Kuan-Hui & van Dijk, Mathijs A., 2012. "Understanding commonality in liquidity around the world," Journal of Financial Economics, Elsevier, vol. 105(1), pages 82-112.
    15. de Bondt, Gabe & Maddaloni, Angela & Peydró, José-Luis & Scopel, Silvia, 2010. "The euro area Bank Lending Survey matters: empirical evidence for credit and output growth," Working Paper Series 1160, European Central Bank.
    16. Amir Sufi, 2009. "The Real Effects of Debt Certification: Evidence from the Introduction of Bank Loan Ratings," The Review of Financial Studies, Society for Financial Studies, vol. 22(4), pages 1659-1691, April.
    17. Clifford S. Asness & Tobias J. Moskowitz & Lasse Heje Pedersen, 2013. "Value and Momentum Everywhere," Journal of Finance, American Finance Association, vol. 68(3), pages 929-985, June.
    18. Cornett, Marcia Millon & McNutt, Jamie John & Strahan, Philip E. & Tehranian, Hassan, 2011. "Liquidity risk management and credit supply in the financial crisis," Journal of Financial Economics, Elsevier, vol. 101(2), pages 297-312, August.
    19. Michael L. Lemmon & Michael R. Roberts & Jaime F. Zender, 2008. "Back to the Beginning: Persistence and the Cross‐Section of Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 63(4), pages 1575-1608, August.
    20. Strebulaev, Ilya A. & Yang, Baozhong, 2013. "The mystery of zero-leverage firms," Journal of Financial Economics, Elsevier, vol. 109(1), pages 1-23.
    21. Gong, Rong, 2020. "Short selling threat and corporate financing decisions," Journal of Banking & Finance, Elsevier, vol. 118(C).
    22. Susan E. K. Christoffersen & Mikhail Simutin, 2017. "On the Demand for High-Beta Stocks: Evidence from Mutual Funds," The Review of Financial Studies, Society for Financial Studies, vol. 30(8), pages 2596-2620.
    23. Heider, Florian & Ljungqvist, Alexander, 2015. "As certain as debt and taxes: Estimating the tax sensitivity of leverage from state tax changes," Journal of Financial Economics, Elsevier, vol. 118(3), pages 684-712.
    24. Givoly, Dan, et al, 1992. "Taxes and Capital Structure: Evidence from Firms' Response to the Tax Reform Act of 1986," The Review of Financial Studies, Society for Financial Studies, vol. 5(2), pages 331-355.
    25. Robin Greenwood, 2008. "Excess Comovement of Stock Returns: Evidence from Cross-Sectional Variation in Nikkei 225 Weights," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1153-1186, May.
    26. Faccio, Mara & Xu, Jin, 2018. "Taxes, Capital Structure Choices, and Equity Value," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(3), pages 967-995, June.
    27. Hameed, Allaudeen & Xie, Jing, 2019. "Preference for dividends and return comovement," Journal of Financial Economics, Elsevier, vol. 132(1), pages 103-125.
    28. Bassett, William F. & Chosak, Mary Beth & Driscoll, John C. & Zakrajšek, Egon, 2014. "Changes in bank lending standards and the macroeconomy," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 23-40.
    29. Liu, Jianan & Stambaugh, Robert F. & Yuan, Yu, 2018. "Absolving beta of volatility’s effects," Journal of Financial Economics, Elsevier, vol. 128(1), pages 1-15.
    30. Alok Kumar & Jeremy K. Page & Oliver G. Spalt, 2013. "Investor Sentiment and Return Comovements: Evidence from Stock Splits and Headquarters Changes," Review of Finance, European Finance Association, vol. 17(3), pages 921-953.
    31. Dewally, Michaël & Shao, Yingying, 2014. "Liquidity crisis, relationship lending and corporate finance," Journal of Banking & Finance, Elsevier, vol. 39(C), pages 223-239.
    32. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    33. He, Zhiguo & Kelly, Bryan & Manela, Asaf, 2017. "Intermediary asset pricing: New evidence from many asset classes," Journal of Financial Economics, Elsevier, vol. 126(1), pages 1-35.
    34. Cem Demiroglu & Christopher James & Atay Kizilaslan, 2012. "Bank Lending Standards and Access to Lines of Credit," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(6), pages 1063-1089, September.
    35. Jame, Russell & Tong, Qing, 2014. "Industry-based style investing," Journal of Financial Markets, Elsevier, vol. 19(C), pages 110-130.
    36. Chen, Honghui & Singal, Vijay & Whitelaw, Robert F., 2016. "Comovement revisited," Journal of Financial Economics, Elsevier, vol. 121(3), pages 624-644.
    37. Han Kim, E. & Lewellen, Wilbur G. & McConnell, John J., 1979. "Financial leverage clienteles : Theory and evidence," Journal of Financial Economics, Elsevier, vol. 7(1), pages 83-109, March.
    38. DeAngelo, Harry & Masulis, Ronald W., 1980. "Optimal capital structure under corporate and personal taxation," Journal of Financial Economics, Elsevier, vol. 8(1), pages 3-29, March.
    39. Graham, John R., 1999. "Do personal taxes affect corporate financing decisions?," Journal of Public Economics, Elsevier, vol. 73(2), pages 147-185, August.
    40. Mark T. Leary, 2009. "Bank Loan Supply, Lender Choice, and Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 64(3), pages 1143-1185, June.
    41. Kumar, Alok, 2009. "Dynamic Style Preferences of Individual Investors and Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(3), pages 607-640, June.
    42. Boguth, Oliver & Simutin, Mikhail, 2018. "Leverage constraints and asset prices: Insights from mutual fund risk taking," Journal of Financial Economics, Elsevier, vol. 127(2), pages 325-341.
    43. Christo Pirinsky & Qinghai Wang, 2006. "Does Corporate Headquarters Location Matter for Stock Returns?," Journal of Finance, American Finance Association, vol. 61(4), pages 1991-2015, August.
    44. Miller, Merton H, 1977. "Debt and Taxes," Journal of Finance, American Finance Association, vol. 32(2), pages 261-275, May.
    45. Lemmon, Michael & Roberts, Michael R., 2010. "The Response of Corporate Financing and Investment to Changes in the Supply of Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 555-587, June.
    46. Alessio Saretto & Heather E. Tookes, 2013. "Corporate Leverage, Debt Maturity, and Credit Supply: The Role of Credit Default Swaps," The Review of Financial Studies, Society for Financial Studies, vol. 26(5), pages 1190-1247.
    47. Agyei-Ampomah, Sam & Mazouz, Khelifa, 2011. "The comovement of option listed stocks," Journal of Banking & Finance, Elsevier, vol. 35(8), pages 2056-2069, August.
    48. van der Veer, Koen J.M. & Hoeberichts, Marco M., 2016. "The level effect of bank lending standards on business lending," Journal of Banking & Finance, Elsevier, vol. 66(C), pages 79-88.
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    Cited by:

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    More about this item

    Keywords

    Leverage; Comovement; Clientele;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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