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Do Financial Analysts Restrain Insiders’ Informational Advantage?

  • Andrew Ellul and Marios Panayides
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.

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Corresponding author
* Ellul (corresponding author), anellul@indiana.edu, Indiana University Kelley School of Business, University of Naples Federico II Center for Studies in Economics and Finance (CSEF), and European Corporate Governance Institute (ECGI); Panayides, mpanayides@katz.pitt.edu, University of Pittsburgh Katz Graduate School of Business.
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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.

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References
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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.
Agrawal, A., and Chen, M.. “Do Analyst Conflicts Matter? Evidence from Stock Recommendations.” Journal of Law and Economics, 51 (2008), 503537.
Akins, B.; Ng, J.; and Verdi, R.. “Investor Competition over Information and the Pricing of Information Asymmetry.” Accounting Review, 87 (2012), 3558.
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.
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.
Balakrishnan, K.; Billings, M.; Kelly, B.; and Ljungqvist, A.. “Shaping Liquidity: On the Causal Effects of Voluntary Disclosure.” Journal of Finance, 69 (2014), 22372278.
Bettis, J. C.; Coles, J.; and Lemmon, M.. “Corporate Policies Restricting Trading by Insiders.” Journal of Financial Economics, 57 (2000), 191220.
Blume, E. M., and Stambaugh, R. F.. “Biases in Computing Returns: An Application to the Size Effects.” Journal of Financial Economics, 12 (1983), 387404.
Boehmer, E., and Kelley, E. K.. “Institutional Investors and the Informational Efficiency of Prices.” Review of Financial Studies, 9 (2009), 35633594.
Brennan, M. J., and Subrahmanyam, A.. “Investment Analysis and Price Information in Securities Markets.” Journal of Financial Economics, 38 (1995), 361381.
Bushee, B. J.Do Institutional Investors Prefer Near Term Earnings to Long Time Value?Contemporary Accounting Research, 18 (2001), 207246.
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.
Bushman, R.; Piotroski, J.; and Smith, A. J.. “Insider Trading Restrictions and Analysts’ Incentives to Follow Firms.” Journal of Finance, 50 (2005), 3566.
Carhart, M. M.On Persistence of Mutual Fund Performance.” Journal of Finance, 52 (1997), 5782.
Chan, L. K. C., and Lakonishok, J.. “The Behavior of Stock Prices around Institutional Trades.” Journal of Finance, 50 (1995), 11471174.
Chen, X.; Harford, J.; and Li, K.. “Monitoring: Which Institutions Matter?Journal of Financial Economics, 86 (2007), 279305.
Cohen, L.; Frazzini, A.; and Malloy, C.. “Sell-Side School Ties.” Journal of Finance, 65 (2010), 14091437.
Cohen, L.; Malloy, C.; and Pomorski, L.. “Decoding Inside Information.” Journal of Finance, 67 (2012), 10091043.
Easley, D.; Kiefer, N. M.; O’Hara, M.; and Paperman, J. B.. “Liquidity, Information, and Infrequently Traded Stocks.” Journal of Finance, 51 (1996), 14051436.
Easley, D.; O’Hara, M.; and Paperman, J.. “Financial Analysts and Information-Based Trade.” Journal of Financial Markets, 1 (1998), 175201.
Elliott, J.; Morse, D.; and Richardson, G.. “The Association between Insider Trading and Information Announcements.” Rand Journal of Economics, 15 (1984), 521536.
Fishman, M., and Hagerty, K.. “Insider Trading and the Efficiency of Stock Prices.” Rand Journal of Economics, 23 (1992), 106122.
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.
Gaspar, J.; Massa, M.; and Matos, P.. “Shareholder Investment Horizons and the Market for Corporate Control.” Journal of Financial Economics, 76 (2005), 135165.
Graham, J.; Harvey, C.; and Rajgopal, S.. “The Economic Implications of Corporate Financial Reporting.” Journal of Accounting and Economics, 40 (2005), 373.
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.
Hasbrouck, J.Assessing the Quality of a Security Market: A New Approach to Transaction-Cost Measurement.” Review of Financial Studies, 6 (1993), 191212.
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.
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.
Holden, C. W., and Subrahmanyam, A.. “Long-Lived Private Information and Imperfect Competition.” Journal of Finance, 47 (1992), 247270.
Irvine, P. A.Do Analysts Generate Trade for Their Firms? Evidence from the Toronto Stock Exchange.” Journal of Accounting and Economics, 30 (2001), 209226.
Irvine, P. A.The Incremental Impact of Analysts Initiation of Coverage.” Journal of Corporate Finance, 9 (2003), 431451.
Jackson, A. R.Trade Generation, Reputation, and Sell-Side Analysts.” Journal of Finance, 60 (2005), 673717.
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.
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.
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.
Ke, B., and Ramalingegowda, S.. “Do Institutional Investors Exploit the Post-Earnings Announcement Drift?Journal of Accounting and Economics, 39 (2005), 2553.
Kelly, B., and Ljungqvist, A.. “Testing Asymmetric-Information Asset Pricing Models.” Review of Financial Studies, 25 (2012), 13661413.
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.
Kim, Y., and Park, M. S.. “Pricing of Seasoned Equity Offers and Earnings Management.” Journal of Financial and Quantitative Analysis, 40 (2005), 435463.
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.
Lakonishok, J., and Lee, I.. “Are Insider Trades Informative? Review of Financial Studies, 14 (2001), 79111.
Lee, C., and Ready, M.. “Inferring Trade Direction from Intraday Data.” Journal of Finance, 46 (1991), 733746.
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.
Michaely, R., and Womack, K. L.. “Conflict of Interest and the Credibility of Underwriter Analyst Recommendations.” Review of Financial Studies, 12 (1999), 653686.
Mola, S.; Rau, P. R.; and Khorana, A.. “Is There Life after Loss of Analyst Coverage?Accounting Review, (2013), 667705.
Mola, S., and Loughran, T.. “Discounting and Clustering in Seasoned Equity Offering Prices.” Journal of Financial and Quantitative Analysis, 39 (2004), 123.
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.
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).
Rosenbaum, P., and Rubin, D.. “Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score.” American Statistician, 39 (1985), 3338.
Roulstone, D.Analyst Following and Market Liquidity.” Contemporary Accounting Research, 20 (2003), 551578.
Sharpe, W. F.Capital Asset Prices: A Theory of Market Equilibrium under Conditions of Risk.” Journal of Finance, 19 (1964), 425442.
Yu, F.Analyst Coverage and Earnings Management.” Journal of Financial Economics, 88 (2008), 245271.
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