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Do Financial Analysts Restrain Insiders’ Informational Advantage?

Published online by Cambridge University Press:  11 January 2018

Abstract

By collecting and disseminating price-sensitive information, financial analysts should reduce firm insiders’ informational advantage with a consequent impact on trading dynamics and market quality. We empirically examine the impact of complete analysts’ coverage termination on stocks’ liquidity, price discovery, and insider trading profitability. Termination leads to deteriorating liquidity and price efficiency, more informed trading, and higher profitability of insider trades. The magnitude of these effects depends on the strength of insiders’ ownership and on management’s decision whether to improve the firm’s information environment after coverage termination. Institutional investors alleviate, but do not eliminate, the negative effects of termination.

Type
Research Article
Copyright
Copyright © Michael G. Foster School of Business, University of Washington 2018 

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Footnotes

1

We are grateful for comments and suggestions made by Leonce Bargeron, Robert Battalio, Utpal Bhattacharya, Ekkehart Boehmer, Shane Corwin, Mike Fishman, Neil Galpin, Jarrad Harford (the editor), Craig Holden, Paul Irvine, Tullio Jappelli, Robert Korajczyk, Bruce Lehmann, Michael Lemmon, Alexander Ljungqvist, Leonardo Madureira, Nandu Nagarajan, Maureen O’Hara, Marco Pagano, P. Raghavendra Rau, Ailsa Roell, Darren Roulstone (the referee), Andriy Shkilko (discussant), Avanidhar Subrahmanyam, Erik Theissen (discussant), Shawn Thomas, Vish S. Viswanathan, participants at the 2008 National Bureau of Economic Research Market Microstructure meeting, the 2009 Financial Intermediation Research Society Conference, the 2009 Western Finance Association Annual Meeting, the 2009 European Finance Association Meeting, and the 2009 Financial Management Association Conference, and seminar participants at Indiana University, London School of Economics, University of Notre Dame, University of Pittsburgh, and University of Naples Federico II. We thank Roger White for excellent research assistance.

References

Agrawal, A.; Chadha, S.; and Chen, M.. “Who Is Afraid of FD? The Behavior and Performance of Sell-Side Analysts Following the SEC’s Fair Disclosure Rules.” Journal of Business, 79 (2006), 28112834.CrossRefGoogle Scholar
Agrawal, A., and Chen, M.. “Do Analyst Conflicts Matter? Evidence from Stock Recommendations.” Journal of Law and Economics, 51 (2008), 503537.Google Scholar
Akins, B.; Ng, J.; and Verdi, R.. “Investor Competition over Information and the Pricing of Information Asymmetry.” Accounting Review, 87 (2012), 3558.CrossRefGoogle Scholar
Amihud, Y., and Li, K.. “The Declining Information Content of Dividend Announcements and the Effects of Institutional Investors.” Journal of Financial and Quantitative Analysis, 41 (2006), 637660.Google Scholar
Anantharaman, D., and Zhang, Y.. “Cover Me: Managers’ Responses to Changes in Analyst Coverage in the Post-Regulation FD Period.” Accounting Review, 86 (2011), 18511885.CrossRefGoogle Scholar
Balakrishnan, K.; Billings, M.; Kelly, B.; and Ljungqvist, A.. “Shaping Liquidity: On the Causal Effects of Voluntary Disclosure.” Journal of Finance, 69 (2014), 22372278.Google Scholar
Bettis, J. C.; Coles, J.; and Lemmon, M.. “Corporate Policies Restricting Trading by Insiders.” Journal of Financial Economics, 57 (2000), 191220.Google Scholar
Blume, E. M., and Stambaugh, R. F.. “Biases in Computing Returns: An Application to the Size Effects.” Journal of Financial Economics, 12 (1983), 387404.CrossRefGoogle Scholar
Boehmer, E., and Kelley, E. K.. “Institutional Investors and the Informational Efficiency of Prices.” Review of Financial Studies, 9 (2009), 35633594.CrossRefGoogle Scholar
Brennan, M. J., and Subrahmanyam, A.. “Investment Analysis and Price Information in Securities Markets.” Journal of Financial Economics, 38 (1995), 361381.Google Scholar
Bushee, B. J.Do Institutional Investors Prefer Near Term Earnings to Long Time Value?Contemporary Accounting Research, 18 (2001), 207246.Google Scholar
Bushee, B. J.; Core, J. E.; Guay, W.; and Hamm, S. J. W.. “The Role of the Business Press as an Information Intermediary.” Journal of Accounting Research, 48 (2010), 120.Google Scholar
Bushman, R.; Piotroski, J.; and Smith, A. J.. “Insider Trading Restrictions and Analysts’ Incentives to Follow Firms.” Journal of Finance, 50 (2005), 3566.Google Scholar
Carhart, M. M.On Persistence of Mutual Fund Performance.” Journal of Finance, 52 (1997), 5782.CrossRefGoogle Scholar
Chan, L. K. C., and Lakonishok, J.. “The Behavior of Stock Prices around Institutional Trades.” Journal of Finance, 50 (1995), 11471174.CrossRefGoogle Scholar
Chen, X.; Harford, J.; and Li, K.. “Monitoring: Which Institutions Matter?Journal of Financial Economics, 86 (2007), 279305.CrossRefGoogle Scholar
Cohen, L.; Frazzini, A.; and Malloy, C.. “Sell-Side School Ties.” Journal of Finance, 65 (2010), 14091437.CrossRefGoogle Scholar
Cohen, L.; Malloy, C.; and Pomorski, L.. “Decoding Inside Information.” Journal of Finance, 67 (2012), 10091043.CrossRefGoogle Scholar
Easley, D.; Kiefer, N. M.; O’Hara, M.; and Paperman, J. B.. “Liquidity, Information, and Infrequently Traded Stocks.” Journal of Finance, 51 (1996), 14051436.Google Scholar
Easley, D.; O’Hara, M.; and Paperman, J.. “Financial Analysts and Information-Based Trade.” Journal of Financial Markets, 1 (1998), 175201.CrossRefGoogle Scholar
Elliott, J.; Morse, D.; and Richardson, G.. “The Association between Insider Trading and Information Announcements.” Rand Journal of Economics, 15 (1984), 521536.Google Scholar
Fishman, M., and Hagerty, K.. “Insider Trading and the Efficiency of Stock Prices.” Rand Journal of Economics, 23 (1992), 106122.CrossRefGoogle Scholar
Frankel, R., and Li, X.. “Characteristics of a Firm’s Information Environment and the Information Asymmetry between Insiders and Outsiders.” Journal of Accounting and Economics, 37 (2004), 229259.CrossRefGoogle Scholar
Gaspar, J.; Massa, M.; and Matos, P.. “Shareholder Investment Horizons and the Market for Corporate Control.” Journal of Financial Economics, 76 (2005), 135165.CrossRefGoogle Scholar
Graham, J.; Harvey, C.; and Rajgopal, S.. “The Economic Implications of Corporate Financial Reporting.” Journal of Accounting and Economics, 40 (2005), 373.CrossRefGoogle Scholar
Green, T. C.; Jame, R.; Markov, S.; and Subasi, M.. “Access to Management and the Informativeness of Analyst Research.” Journal of Financial Economics, 114 (2014), 239255.CrossRefGoogle Scholar
Hasbrouck, J.Assessing the Quality of a Security Market: A New Approach to Transaction-Cost Measurement.” Review of Financial Studies, 6 (1993), 191212.Google Scholar
Healy, M., and Palepu, K.. “Information Asymmetry, Corporate Disclosure, and the Capital Markets: A Review of the Empirical Disclosure Literature.” Journal of Accounting and Economics, 31 (2001), 405440.CrossRefGoogle Scholar
Heckman, J.; Ichimura, H.; and Todd, P.. “Matching as an Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Program.” Review of Economic Studies, 64 (1997), 605654.Google Scholar
Holden, C. W., and Subrahmanyam, A.. “Long-Lived Private Information and Imperfect Competition.” Journal of Finance, 47 (1992), 247270.Google Scholar
Irvine, P. A.Do Analysts Generate Trade for Their Firms? Evidence from the Toronto Stock Exchange.” Journal of Accounting and Economics, 30 (2001), 209226.Google Scholar
Irvine, P. A.The Incremental Impact of Analysts Initiation of Coverage.” Journal of Corporate Finance, 9 (2003), 431451.CrossRefGoogle Scholar
Jackson, A. R.Trade Generation, Reputation, and Sell-Side Analysts.” Journal of Finance, 60 (2005), 673717.Google Scholar
Jeng, L. A.; Metrick, A.; and Zeckhauser, R. J.. “Estimating the Returns to Insider Trading: A Performance-Evaluation Perspective.” Review of Economics and Statistics, 85 (2003), 453471.Google Scholar
Kadan, O.; Madureira, L.; Wang, R.; and Zach, T.. “Conflicts of Interest and Stock Recommendations: The Effects of the Global Settlement and Relations Regulations.” Review of Financial Studies, 22 (2009), 41894217.Google Scholar
Ke, B.; Huddart, S.; and Petroni, K.. “What Insiders Know about Future Earnings and How They Use It: Evidence from Insider Trades.” Journal of Accounting and Economics, 35 (2003), 315346.CrossRefGoogle Scholar
Ke, B., and Ramalingegowda, S.. “Do Institutional Investors Exploit the Post-Earnings Announcement Drift?Journal of Accounting and Economics, 39 (2005), 2553.Google Scholar
Kelly, B., and Ljungqvist, A.. “Testing Asymmetric-Information Asset Pricing Models.” Review of Financial Studies, 25 (2012), 13661413.Google Scholar
Khanna, N.; Slezak, S.; and Bradley, M.. “Insider Trading, Outside Search and Resource Allocation: Why Firms and Society May Disagree on Insider Trading Restrictions.” Review of Financial Studies, 7 (1994), 575608.CrossRefGoogle Scholar
Kim, Y., and Park, M. S.. “Pricing of Seasoned Equity Offers and Earnings Management.” Journal of Financial and Quantitative Analysis, 40 (2005), 435463.CrossRefGoogle Scholar
Koch, S. A.; Lefanowicz, C. E.; and Robinson, J. R.. “Regulation FD: A Review and Synthesis of the Academic Literature.” Accounting Horizons, 27 (2013), 619646.Google Scholar
Lakonishok, J., and Lee, I.. “Are Insider Trades Informative? Review of Financial Studies, 14 (2001), 79111.CrossRefGoogle Scholar
Lee, C., and Ready, M.. “Inferring Trade Direction from Intraday Data.” Journal of Finance, 46 (1991), 733746.Google Scholar
Lintner, J.The Valuation of Risk Assets and the Selection of Risky Investments in Stock Portfolios and Capital Budgets.” Review of Economics and Statistics, 47 (1965), 1337.Google Scholar
Michaely, R., and Womack, K. L.. “Conflict of Interest and the Credibility of Underwriter Analyst Recommendations.” Review of Financial Studies, 12 (1999), 653686.Google Scholar
Mola, S.; Rau, P. R.; and Khorana, A.. “Is There Life after Loss of Analyst Coverage?Accounting Review, (2013), 667705.CrossRefGoogle Scholar
Mola, S., and Loughran, T.. “Discounting and Clustering in Seasoned Equity Offering Prices.” Journal of Financial and Quantitative Analysis, 39 (2004), 123.Google Scholar
Piotroski, J., and Roulstone, D.. “The Influence of Analysts, Institutional Investors and Insiders on the Incorporation of Market, Industry and Firm-Specific Information into Stock Prices.” Accounting Review, 79 (2004), 11191151.Google Scholar
Roberts, M., and Whited, T.. “Endogeneity in Empirical Corporate Finance.” In Handbook of the Economics of Finance, Vol. II.B, Constantinides, G., Harris, M., and Stulz, R., eds. Oxford, UK: North Holland (2013).Google Scholar
Rosenbaum, P., and Rubin, D.. “Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score.” American Statistician, 39 (1985), 3338.Google Scholar
Roulstone, D.Analyst Following and Market Liquidity.” Contemporary Accounting Research, 20 (2003), 551578.Google Scholar
Sharpe, W. F.Capital Asset Prices: A Theory of Market Equilibrium under Conditions of Risk.” Journal of Finance, 19 (1964), 425442.Google Scholar
Yu, F.Analyst Coverage and Earnings Management.” Journal of Financial Economics, 88 (2008), 245271.CrossRefGoogle Scholar
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