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Earnings Management and Analyst Following: A Simultaneous Equations Analysis

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  • Yongtao Hong
  • Fariz Huseynov
  • Wei Zhang

Abstract

type="main"> We use a simultaneous equations system to examine the relationship between earnings management and analyst following. We find that analysts’ decisions to follow firms and managerial decisions to manage earnings are jointly determined. Firms with lower levels of accrual-based earnings management offer a better information environment to attract analyst following. Analyst following, in turn, has important monitoring effects on managerial behavior and results in lower levels of both accrual-based and real earnings management. The information intermediary effect on analyst following is much weaker for expected “suspect firms” that manage their earnings continuously.

Suggested Citation

  • Yongtao Hong & Fariz Huseynov & Wei Zhang, 2014. "Earnings Management and Analyst Following: A Simultaneous Equations Analysis," Financial Management, Financial Management Association International, vol. 43(2), pages 355-390, June.
  • Handle: RePEc:bla:finmgt:v:43:y:2014:i:2:p:355-390
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    1. Francis, Jennifer & LaFond, Ryan & Olsson, Per & Schipper, Katherine, 2005. "The market pricing of accruals quality," Journal of Accounting and Economics, Elsevier, vol. 39(2), pages 295-327, June.
    2. Gomes, Armando & Gorton, Gary & Madureira, Leonardo, 2007. "SEC Regulation Fair Disclosure, information, and the cost of capital," Journal of Corporate Finance, Elsevier, vol. 13(2-3), pages 300-334, June.
    3. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    4. Larcker, David F. & Rusticus, Tjomme O., 2010. "On the use of instrumental variables in accounting research," Journal of Accounting and Economics, Elsevier, vol. 49(3), pages 186-205, April.
    5. Jennifer Francis & Dhananjay Nanda & Per Olsson, 2008. "Voluntary Disclosure, Earnings Quality, and Cost of Capital," Journal of Accounting Research, Wiley Blackwell, vol. 46(1), pages 53-99, March.
    6. Francis, Jennifer & Douglas Hanna, J. & Philbrick, Donna R., 1997. "Management communications with securities analysts," Journal of Accounting and Economics, Elsevier, vol. 24(3), pages 363-394, December.
    7. Karthik Balakrishnan & Mary Brooke Billings & Bryan Kelly & Alexander Ljungqvist, 2014. "Shaping Liquidity: On the Causal Effects of Voluntary Disclosure," Journal of Finance, American Finance Association, vol. 69(5), pages 2237-2278, October.
    8. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    9. Michael J. Fishman & Kathleen M. Hagerty, 1989. "Disclosure Decisions by Firms and the Competition for Price Efficiency," Journal of Finance, American Finance Association, vol. 44(3), pages 633-646, July.
    10. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    11. Alexander Dyck & Adair Morse & Luigi Zingales, 2010. "Who Blows the Whistle on Corporate Fraud?," Journal of Finance, American Finance Association, vol. 65(6), pages 2213-2253, December.
    12. Bhushan, Ravi, 1989. "Firm characteristics and analyst following," Journal of Accounting and Economics, Elsevier, vol. 11(2-3), pages 255-274, July.
    13. DeAngelo, Harry & DeAngelo, Linda & Skinner, Douglas J., 1994. "Accounting choice in troubled companies," Journal of Accounting and Economics, Elsevier, vol. 17(1-2), pages 113-143, January.
    14. Khanna, Naveen & Slezak, Steve L & Bradley, Michael, 1994. "Insider Trading, Outside Search, and Resource Allocation: Why Firms and Society May Disagree on Insider Trading Restrictions," The Review of Financial Studies, Society for Financial Studies, vol. 7(3), pages 575-608.
    15. Kothari, S.P. & Leone, Andrew J. & Wasley, Charles E., 2005. "Performance matched discretionary accrual measures," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 163-197, February.
    16. Zmijewski, Mark E. & Hagerman, Robert L., 1981. "An income strategy approach to the positive theory of accounting standard setting/choice," Journal of Accounting and Economics, Elsevier, vol. 3(2), pages 129-149, August.
    17. Burgstahler, David & Dichev, Ilia, 1997. "Earnings management to avoid earnings decreases and losses," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 99-126, December.
    18. Cohen, Daniel A. & Zarowin, Paul, 2010. "Accrual-based and real earnings management activities around seasoned equity offerings," Journal of Accounting and Economics, Elsevier, vol. 50(1), pages 2-19, May.
    19. Piotroski, JD, 2000. "Value investing: The use of historical financial statement information to separate winners from losers," Journal of Accounting Research, Wiley Blackwell, vol. 38, pages 1-41.
    20. Lobo, Gj & Mahmoud, Aaw, 1989. "Relationship Between Differential Amounts Of Prior Information And Security Return Variability," Journal of Accounting Research, Wiley Blackwell, vol. 27(1), pages 116-134.
    21. Degeorge, Francois & Patel, Jayendu & Zeckhauser, Richard, 1999. "Earnings Management to Exceed Thresholds," The Journal of Business, University of Chicago Press, vol. 72(1), pages 1-33, January.
    22. repec:bla:jfinan:v:44:y:1989:i:3:p:633-46 is not listed on IDEAS
    23. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    24. Ohad Kadan & Leonardo Madureira & Rong Wang & Tzachi Zach, 2009. "Conflicts of Interest and Stock Recommendations: The Effects of the Global Settlement and Related Regulations," The Review of Financial Studies, Society for Financial Studies, vol. 22(10), pages 4189-4217, October.
    25. Irvine, Paul J., 2003. "The incremental impact of analyst initiation of coverage," Journal of Corporate Finance, Elsevier, vol. 9(4), pages 431-451, September.
    26. Robert M. Bushman & Joseph D. Piotroski & Abbie J. Smith, 2005. "Insider Trading Restrictions and Analysts' Incentives to Follow Firms," Journal of Finance, American Finance Association, vol. 60(1), pages 35-66, February.
    27. Warfield, Terry D. & Wild, John J. & Wild, Kenneth L., 1995. "Managerial ownership, accounting choices, and informativeness of earnings," Journal of Accounting and Economics, Elsevier, vol. 20(1), pages 61-91, July.
    28. Lang, M & Lundholm, R, 1993. "Cross-Sectional Determinants Of Analyst Ratings Of Corporate Disclosures," Journal of Accounting Research, Wiley Blackwell, vol. 31(2), pages 246-271.
    29. Chung, Kee H. & Jo, Hoje, 1996. "The Impact of Security Analysts' Monitoring and Marketing Functions on the Market Value of Firms," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(4), pages 493-512, December.
    30. McNichols, Maureen F., 2000. "Research design issues in earnings management studies," Journal of Accounting and Public Policy, Elsevier, vol. 19(4-5), pages 313-345.
    31. Finger, Ca, 1994. "The Ability Of Earnings To Predict Future Earnings And Cash Flow," Journal of Accounting Research, Wiley Blackwell, vol. 32(2), pages 210-223.
    32. Anchada Charoenrook & Craig M. Lewis, 2009. "Information, Selective Disclosure, and Analyst Behavior," Financial Management, Financial Management Association International, vol. 38(1), pages 39-57, March.
    33. 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.
    34. Yu, Fang (Frank), 2008. "Analyst coverage and earnings management," Journal of Financial Economics, Elsevier, vol. 88(2), pages 245-271, May.
    35. Stickel, Scott E, 1992. "Reputation and Performance among Security Analysts," Journal of Finance, American Finance Association, vol. 47(5), pages 1811-1836, December.
    36. Maria Boutchkova & Hitesh Doshi & Art Durnev & Alexander Molchanov, 2012. "Precarious Politics and Return Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 25(4), pages 1111-1154.
    37. Brennan, Michael J & Jegadeesh, Narasimhan & Swaminathan, Bhaskaran, 1993. "Investment Analysis and the Adjustment of Stock Prices to Common Information," The Review of Financial Studies, Society for Financial Studies, vol. 6(4), pages 799-824.
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