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The role of debt contracts in analyst earnings forecasts

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  • BC, Bishal
  • Esfahani, Sharif

Abstract

Financial analysts evaluate a firm’s performance and provide earnings forecasts for future periods. Analysts have limited access to firm financial information, particularly following the enactment of Regulation Fair Disclosure (Reg FD) on October 23, 2000, which may result in information asymmetry between analysts and firm insiders. However, banks are exempt from the Reg FD, and they can still access private information to qualify borrowing firms for better terms on loans. Analysts may accordingly use loan contracts as a source of information to reduce information asymmetry and improve their earnings forecasts. We find that during the quarters wherein companies sign loan contracts, analysts provide more accurate earnings forecasts with lower forecast errors. More importantly, we find that analysts revise their earnings forecasts upward following the issuance of loans with low interest rates, while they revise them downward following the issuance of loans with high interest rates. Overall, these results are consistent with financial analysts using the information provided in debt contracts to better evaluate a firm’s performance and provide more precise earnings forecasts.

Suggested Citation

  • BC, Bishal & Esfahani, Sharif, 2020. "The role of debt contracts in analyst earnings forecasts," Journal of Economics and Business, Elsevier, vol. 111(C).
    • Handle: RePEc:eee:jebusi:v:111:y:2020:i:c:s0148619519304126
    DOI: 10.1016/j.jeconbus.2020.105929
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    as
    1. Anup Agrawal & Sahiba Chadha & Mark A. Chen, 2006. "Who Is Afraid of Reg FD? The Behavior and Performance of Sell-Side Analysts Following the SEC's Fair Disclosure Rules," The Journal of Business, University of Chicago Press, vol. 79(6), pages 2811-2834, November.
    2. Warren Bailey & Haitao Li & Connie X. Mao & Rui Zhong, 2003. "Regulation Fair Disclosure and Earnings Information: Market, Analyst, and Corporate Responses," Journal of Finance, American Finance Association, vol. 58(6), pages 2487-2514, December.
    3. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    4. Kim, Yongtae & Lobo, Gerald J. & Song, Minsup, 2011. "Analyst characteristics, timing of forecast revisions, and analyst forecasting ability," Journal of Banking & Finance, Elsevier, vol. 35(8), pages 2158-2168, August.
    5. Alex Frino & Stewart Jones & Andrew Lepone & Jin Boon Wong, 2014. "Market Behavior of Institutional Investors around Bankruptcy Announcements," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 41(1-2), pages 270-295, January.
    6. Iftekhar Hasan & Jong Chool Park & Qiang Wu, 2012. "The Impact of Earnings Predictability on Bank Loan Contracting," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 39(7-8), pages 1068-1101, September.
    7. Partha S. Mohanram & Shyam V. Sunder, 2006. "How Has Regulation FD Affected the Operations of Financial Analysts?," Contemporary Accounting Research, John Wiley & Sons, vol. 23(2), pages 491-525, June.
    8. AltInkIlIç, Oya & Hansen, Robert S., 2009. "On the information role of stock recommendation revisions," Journal of Accounting and Economics, Elsevier, vol. 48(1), pages 17-36, October.
    9. Clement, Michael B., 1999. "Analyst forecast accuracy: Do ability, resources, and portfolio complexity matter?," Journal of Accounting and Economics, Elsevier, vol. 27(3), pages 285-303, July.
    10. Cowen, Amanda & Groysberg, Boris & Healy, Paul, 2006. "Which types of analyst firms are more optimistic?," Journal of Accounting and Economics, Elsevier, vol. 41(1-2), pages 119-146, April.
    11. Harrison Hong & Jeffrey D. Kubik, 2003. "Analyzing the Analysts: Career Concerns and Biased Earnings Forecasts," Journal of Finance, American Finance Association, vol. 58(1), pages 313-351, February.
    12. Yezegel, Ari, 2015. "Why do analysts revise their stock recommendations after earnings announcements?," Journal of Accounting and Economics, Elsevier, vol. 59(2), pages 163-181.
    13. Prilmeier, Robert, 2017. "Why do loans contain covenants? Evidence from lending relationships," Journal of Financial Economics, Elsevier, vol. 123(3), pages 558-579.
    14. Dechow, Patricia M. & Kothari, S. P. & L. Watts, Ross, 1998. "The relation between earnings and cash flows," Journal of Accounting and Economics, Elsevier, vol. 25(2), pages 133-168, May.
    15. Michael Bradley & Michael R. Roberts, 2015. "The Structure and Pricing of Corporate Debt Covenants," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 5(02), pages 1-37.
    16. Christopher J. Malloy, 2005. "The Geography of Equity Analysis," Journal of Finance, American Finance Association, vol. 60(2), pages 719-755, April.
    17. Brown, Philip, 1993. "Comments on 'Earnings forecasting research: its implications for capital markets research' by L. Brown," International Journal of Forecasting, Elsevier, vol. 9(3), pages 331-335, November.
    18. Joshua Coyne & Derrald Stice, 2018. "Do banks care about analysts' forecasts when designing loan contracts?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 45(5-6), pages 625-650, May.
    19. Mikhail, MB & Walther, BR & Willis, RH, 1997. "Do security analysts improve their performance with experience?," Journal of Accounting Research, Wiley Blackwell, vol. 35, pages 131-157.
    20. Asquith, Paul & Beatty, Anne & Weber, Joseph, 2005. "Performance pricing in bank debt contracts," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 101-128, December.
    21. Kross, William J. & Suk, Inho, 2012. "Does Regulation FD work? Evidence from analysts' reliance on public disclosure," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 225-248.
    22. Brown, Lawrence D., 1993. "Reply to commentaries on "Earnings forecasting research: its implications for capital markets research"," International Journal of Forecasting, Elsevier, vol. 9(3), pages 343-344, November.
    23. Gintschel, Andreas & Markov, Stanimir, 2004. "The effectiveness of Regulation FD," Journal of Accounting and Economics, Elsevier, vol. 37(3), pages 293-314, September.
    24. Best, Ronald & Zhang, Hang, 1993. "Alternative Information," Journal of Finance, American Finance Association, vol. 48(4), pages 1507-1522, September.
    25. Brown, Lawrence D., 1993. "Earnings forecasting research: its implications for capital markets research," International Journal of Forecasting, Elsevier, vol. 9(3), pages 295-320, November.
    26. Bharath, Sreedhar & Dahiya, Sandeep & Saunders, Anthony & Srinivasan, Anand, 2007. "So what do I get? The bank's view of lending relationships," Journal of Financial Economics, Elsevier, vol. 85(2), pages 368-419, August.
    27. Steven Drucker & Manju Puri, 2005. "On the Benefits of Concurrent Lending and Underwriting," Journal of Finance, American Finance Association, vol. 60(6), pages 2763-2799, December.
    28. Alex Frino & Stewart Jones & Jin Boon Wong, 2007. "Market behaviour around bankruptcy announcements: evidence from the Australian Stock Exchange," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 47(4), pages 713-730, December.
    29. Hickox, Chet & Lin, Bing-Xuan & Oppenheimer, Henry & Zhang, Ting, 2016. "How do analysts react to shareholder class action lawsuits?," Journal of Economics and Business, Elsevier, vol. 85(C), pages 29-48.
    30. Jacob, John & Lys, Thomas Z. & Neale, Margaret A., 1999. "Expertise in forecasting performance of security analysts," Journal of Accounting and Economics, Elsevier, vol. 28(1), pages 51-82, November.
    31. Yu, Susana & Webb, Gwendolyn, 2017. "Market adaptation to Regulation Fair Disclosure: The use of industry information to enhance the informational environment," Journal of Economics and Business, Elsevier, vol. 89(C), pages 1-12.
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