Using earnings conference calls to identify analysts with superior private information

We examine the extent to which analysts who participate in earnings conference calls by asking questions possess superior private information relative to analysts who do not ask questions. Using a large sample of earnings conference call transcripts over the period 2002–2005, we find that annual earnings forecasts issued immediately after a conference call are both more accurate and timelier for participating analysts relative to nonparticipating analysts. These results hold after controlling for observable analyst characteristics, suggesting conference call participation can serve as a mechanism to identify analysts possessing superior private information. The economic magnitude of the superior private information contained in participating analyst forecasts is small but comparable with magnitudes reported in prior studies with respect to other analyst characteristics. Our mediation analysis does not support the notion that the superior private information stems exclusively from the information received during the call. Therefore, from a regulatory stand point, our results suggest that regulatory intervention to allow for equal participation during conference calls may be unwarranted.

[1]  Michael B. Clement Analyst Forecast Accuracy: Do Ability, Resources and Portfolio Complexity Matter? , 1999 .

[2]  Maarten Pronk,et al.  Does Silence Speak? An Empirical Analysis of Disclosure Choices during Conference Calls , 2010 .

[3]  Orie E. Barron,et al.  Changes in Analysts' Information around Earnings Announcements , 2002 .

[4]  P. Healy,et al.  What Drives Sell-Side Analyst Compensation at High-Status Investment Banks? , 2011 .

[5]  Dawn Matsumoto,et al.  What Makes Conference Calls Useful? The Information Content of Managers' Presentations and Analysts' Discussion Sessions , 2011 .

[6]  Maureen F. McNichols,et al.  Self-selection and Analyst Coverage , 1997 .

[7]  M. Sobel,et al.  Sociological Methodology - 2001 , 2001 .

[8]  Orie E. Barron,et al.  Using Analysts' Forecasts to Measure Properties of Analysts' Information Environment , 1998 .

[9]  S. Sunder,et al.  How Has Regulation Fair Disclosure Affected the Functioning ofFinancial Analysts , 2004 .

[10]  J. Hunton,et al.  Retracted: Relationship Incentives and the Optimistic/Pessimistic Pattern in Analysts' Forecasts , 2008 .

[11]  Scott A. Richardson,et al.  The Walk-down to Beatable Analyst Forecasts: The Role of Equity Issuance and Insider Trading Incentives* , 2004 .

[12]  Douglas W. Diamond Optimal Release of Information By Firms , 1985 .

[13]  Gregory S. Miller,et al.  Managerial and Investor Responses to Disclosure Regulation: The Case of Reg Fd and Conference Calls , 2004 .

[14]  Christopher J. Malloy,et al.  Hiring Cheerleaders: Board Appointments of "Independent" Directors , 2008, Manag. Sci..

[15]  James D. Westphal,et al.  Sociopolitical Dynamics In Relations Between Top Managers and Security Analysts: Favor Rendering, Reciprocity, and Analyst Stock Recommendations , 2008 .

[16]  P. J. Huber The behavior of maximum likelihood estimates under nonstandard conditions , 1967 .

[17]  William J. Mayew Evidence of Management Discrimination Among Analysts during Earnings Conference Calls , 2008 .

[18]  Douglas J. Skinner Should firms disclose everything to everybody? A discussion of "Open vs. closed conference calls: the determinants and effects of broadening access to disclosure" , 2003 .

[19]  Susan G. Watts,et al.  Reg Fd and the Competitiveness of All-Star Analysts , 2006 .

[20]  M. Sobel Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models , 1982 .

[21]  Marilyn F. Johnson,et al.  An Empirical Examination of Conference Calls as a Voluntary Disclosure Medium , 1997 .

[22]  Senyo Tse,et al.  Do Investors Respond to Analysts' Forecast Revisions as if Forecast Accuracy Is All That Matters? , 2003 .

[23]  Pervin K. Shroff,et al.  Using forecasts of earnings to simultaneously estimate growth and the rate of return on equity investment , 2002 .

[24]  Bin Ke,et al.  The Effect of Issuing Biased Earnings Forecasts on Analysts' Access to Management and Survival , 2006 .

[25]  D. Rubin,et al.  The central role of the propensity score in observational studies for causal effects , 1983 .

[26]  Senyo Tse,et al.  Financial Analyst Characteristics and Herding Behavior in Forecasting , 2005 .

[27]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[28]  Sundaresh Ramnath,et al.  The Financial Analyst Forecasting Literature: A Taxonomy with Suggestions for Further Research , 2008 .

[29]  H. White A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity , 1980 .

[30]  How Important Is Past Analyst Forecast Accuracy , 2006 .

[31]  Kristopher J Preacher,et al.  SPSS and SAS procedures for estimating indirect effects in simple mediation models , 2004, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[32]  Shuping Chen,et al.  Favorable versus Unfavorable Recommendations: The Impact on Analyst Access to Management-Provided Information , 2006 .

[33]  S. Sunder,et al.  How Has Regulation FD Affected the Operations of Financial Analysts , 2006 .

[34]  Christopher J. Malloy,et al.  Hiring Cheerleaders: Board Appointments of , 2008 .

[35]  Mohan Venkatachalam,et al.  The Power of Voice: Managerial Affective States and Future Firm Performance , 2011 .

[36]  Robert E. Verrecchia Information Acquisition in a Noisy Rational Expectations Economy , 1982 .

[37]  M. Sobel Some New Results on Indirect Effects and Their Standard Errors in Covariance Structure Models , 1986 .

[38]  Robert E. Verrecchia,et al.  Pre-announcement and event-period private information , 1997 .

[39]  Lawrence D. Brown,et al.  The Predictive Value of Analyst Characteristics , 2003 .

[40]  D. Mackinnon,et al.  A Simulation Study of Mediated Effect Measures. , 1995, Multivariate behavioral research.

[41]  D. Mackinnon,et al.  Estimating Mediated Effects in Prevention Studies , 1993 .

[42]  Lawrence D. Brown,et al.  How Important Is Past Analyst Forecast Accuracy? , 2001 .