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The invisible burden

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  • Liu, Xin
  • Yin, Chengxi
  • Zheng, Weinan

Abstract

We study the role of goodwill, an important form of intangible assets arising from merger and acquisitions (M&As), on asset pricing. We find that goodwill-to-sales strongly and negatively predicts the cross-section of U.S. stock returns, especially among firms with cross-industry M&As and firms with overconfident CEOs. It remains an economically and statistically significant predictor of stock returns after adjustment for common factors. Our results suggest that goodwill-to-sales subsumes information on firm value, and stock markets underreact to this information because the fair value of goodwill is unobservable and hard to evaluate.

Suggested Citation

  • Liu, Xin & Yin, Chengxi & Zheng, Weinan, 2021. "The invisible burden," Journal of Financial Markets, Elsevier, vol. 52(C).
  • Handle: RePEc:eee:finmar:v:52:y:2021:i:c:s1386418120300306
    DOI: 10.1016/j.finmar.2020.100561
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    as
    1. Mitchell, Mark L & Stafford, Erik, 2000. "Managerial Decisions and Long-Term Stock Price Performance," The Journal of Business, University of Chicago Press, vol. 73(3), pages 287-329, July.
    2. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    3. Anwer S. Ahmed & Scott Duellman, 2013. "Managerial Overconfidence and Accounting Conservatism," Journal of Accounting Research, Wiley Blackwell, vol. 51(1), pages 1-30, March.
    4. Louis, Henock, 2004. "Earnings management and the market performance of acquiring firms," Journal of Financial Economics, Elsevier, vol. 74(1), pages 121-148, October.
    5. Malmendier, Ulrike & Tate, Geoffrey, 2008. "Who makes acquisitions? CEO overconfidence and the market's reaction," Journal of Financial Economics, Elsevier, vol. 89(1), pages 20-43, July.
    6. Gu, Lifeng, 2016. "Product market competition, R&D investment, and stock returns," Journal of Financial Economics, Elsevier, vol. 119(2), pages 441-455.
    7. Ramanna, Karthik, 2008. "The implications of unverifiable fair-value accounting: Evidence from the political economy of goodwill accounting," Journal of Accounting and Economics, Elsevier, vol. 45(2-3), pages 253-281, August.
    8. Sara B. Moeller & Frederik P. Schlingemann & René M. Stulz, 2005. "Wealth Destruction on a Massive Scale? A Study of Acquiring‐Firm Returns in the Recent Merger Wave," Journal of Finance, American Finance Association, vol. 60(2), pages 757-782, April.
    9. Wang, Baolian, 2019. "The cash conversion cycle spread," Journal of Financial Economics, Elsevier, vol. 133(2), pages 472-497.
    10. Hirshleifer, David & Hsu, Po-Hsuan & Li, Dongmei, 2013. "Innovative efficiency and stock returns," Journal of Financial Economics, Elsevier, vol. 107(3), pages 632-654.
    11. Shleifer, Andrei & Vishny, Robert W., 2003. "Stock market driven acquisitions," Journal of Financial Economics, Elsevier, vol. 70(3), pages 295-311, December.
    12. Ming Dong & David Hirshleifer & Scott Richardson & Siew Hong Teoh, 2006. "Does Investor Misvaluation Drive the Takeover Market?," Journal of Finance, American Finance Association, vol. 61(2), pages 725-762, April.
    13. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    14. Fu, Fangjian & Lin, Leming & Officer, Micah S., 2013. "Acquisitions driven by stock overvaluation: Are they good deals?," Journal of Financial Economics, Elsevier, vol. 109(1), pages 24-39.
    15. Daniel, Kent, et al, 1997. "Measuring Mutual Fund Performance with Characteristic-Based Benchmarks," Journal of Finance, American Finance Association, vol. 52(3), pages 1035-1058, July.
    16. Edmans, Alex, 2011. "Does the stock market fully value intangibles? Employee satisfaction and equity prices," Journal of Financial Economics, Elsevier, vol. 101(3), pages 621-640, September.
    17. Peters, Ryan H. & Taylor, Lucian A., 2017. "Intangible capital and the investment-q relation," Journal of Financial Economics, Elsevier, vol. 123(2), pages 251-272.
    18. David Hirshleifer & Po-Hsuan Hsu & Dongmei Li, 2018. "Innovative Originality, Profitability, and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 31(7), pages 2553-2605.
    19. Gregor Andrade & Mark Mitchell & Erik Stafford, 2001. "New Evidence and Perspectives on Mergers," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 103-120, Spring.
    20. Loughran, Tim & Vijh, Anand M, 1997. "Do Long-Term Shareholders Benefit from Corporate Acquisitions?," Journal of Finance, American Finance Association, vol. 52(5), pages 1765-1790, December.
    21. Paul Hribar & Holly Yang, 2016. "CEO Overconfidence and Management Forecasting," Contemporary Accounting Research, John Wiley & Sons, vol. 33(1), pages 204-227, March.
    22. Banerjee, Suman & Humphery-Jenner, Mark & Nanda, Vikram & Tham, Mandy, 2018. "Executive Overconfidence and Securities Class Actions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(6), pages 2685-2719, December.
    23. Pavel G. Savor & Qi Lu, 2009. "Do Stock Mergers Create Value for Acquirers?," Journal of Finance, American Finance Association, vol. 64(3), pages 1061-1097, June.
    24. Travlos, Nickolaos G, 1987. "Corporate Takeover Bids, Methods of Payment, and Bidding Firms' Stock Returns," Journal of Finance, American Finance Association, vol. 42(4), pages 943-963, September.
    25. Jensen, Michael C. & Ruback, Richard S., 1983. "The market for corporate control : The scientific evidence," Journal of Financial Economics, Elsevier, vol. 11(1-4), pages 5-50, April.
    26. Andrea L. Eisfeldt & Dimitris Papanikolaou, 2013. "Organization Capital and the Cross-Section of Expected Returns," Journal of Finance, American Finance Association, vol. 68(4), pages 1365-1406, August.
    27. Henning, SL & Lewis, BL & Shaw, WH, 2000. "Valuation of the components of purchased goodwill," Journal of Accounting Research, Wiley Blackwell, vol. 38(2), pages 375-386.
    28. Frederico Belo & Xiaoji Lin & Maria Ana Vitorino, 2014. "Brand Capital and Firm Value," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(1), pages 150-169, January.
    29. Kewei Hou & Chen Xue & Lu Zhang, 2015. "Editor's Choice Digesting Anomalies: An Investment Approach," Review of Financial Studies, Society for Financial Studies, vol. 28(3), pages 650-705.
    30. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    31. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    32. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    33. Louis K. C. Chan & Josef Lakonishok & Theodore Sougiannis, 2001. "The Stock Market Valuation of Research and Development Expenditures," Journal of Finance, American Finance Association, vol. 56(6), pages 2431-2456, December.
    34. Gong, Guojin & Louis, Henock & Sun, Amy X., 2008. "Earnings management, lawsuits, and stock-for-stock acquirers' market performance," Journal of Accounting and Economics, Elsevier, vol. 46(1), pages 62-77, September.
    35. Bouwman, Christa H.S., 2014. "Managerial optimism and earnings smoothing," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 283-303.
    36. Jeffrey Pontiff & Artemiza Woodgate, 2008. "Share Issuance and Cross‐sectional Returns," Journal of Finance, American Finance Association, vol. 63(2), pages 921-945, April.
    37. Robert Libby & Kristina Rennekamp, 2012. "Self‐Serving Attribution Bias, Overconfidence, and the Issuance of Management Forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 50(1), pages 197-231, March.
    38. Kevin K. Li & Richard G. Sloan, 2017. "Has goodwill accounting gone bad?," Review of Accounting Studies, Springer, vol. 22(2), pages 964-1003, June.
    39. Schrand, Catherine M. & Zechman, Sarah L.C., 2012. "Executive overconfidence and the slippery slope to financial misreporting," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 311-329.
    40. Xing Huang, 2015. "Thinking Outside the Borders: Investors' Underreaction to Foreign Operations Information," Review of Financial Studies, Society for Financial Studies, vol. 28(11), pages 3109-3152.
    41. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    42. Dong Lou, 2014. "Attracting Investor Attention through Advertising," Review of Financial Studies, Society for Financial Studies, vol. 27(6), pages 1797-1829.
    43. Kathleen Fuller & Jeffry Netter & Mike Stegemoller, 2002. "What Do Returns to Acquiring Firms Tell Us? Evidence from Firms That Make Many Acquisitions," Journal of Finance, American Finance Association, vol. 57(4), pages 1763-1793, August.
    44. Raghavendra Rau, P. & Vermaelen, Theo, 1998. "Glamour, value and the post-acquisition performance of acquiring firms," Journal of Financial Economics, Elsevier, vol. 49(2), pages 223-253, August.
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    More about this item

    Keywords

    Goodwill; Return predictability; Cash flows; Underreaction; Market inefficiency;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • 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
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

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