Attracting Attention in a Limited Attention World: Exploring the Causes and Consequences of Extreme Positive Earnings Surprises

We investigate why extreme positive earnings surprises occur and the consequences of these events. We posit that managers know before analysts when extremely good earnings news is developing, but can have incentives to allow the earnings news to surprise the market at the earnings announcement. In particular, managers can use an extreme positive earnings surprise to attract investor attention when they believe their stock is neglected and future performance is expected to be strong. Analysts, who must allocate scarce resources across many firms, can also be inattentive and miss signals that suggest good performance is going to be announced. Using various proxies for extreme positive earnings surprises, management expectations for future performance and desire for attention, and analyst neglect, we find evidence that an extreme positive earnings surprise is a predictable event. These findings are incremental to controlling for a firm's information environment, earnings volatility, and operating leverage. Finally, we show that extreme positive earnings surprises are a successful method for attracting attention, with significant increases in the number of institutional owners, the number of analysts, and trading volume during the subsequent three years. This paper was accepted by Mary Barth, accounting.

[1]  Mark H. Lang,et al.  Corporate Disclosure Policy and Analyst Behavior , 1998 .

[2]  Peter D. Wysocki,et al.  Do Managers Withhold Bad News? , 2005 .

[3]  B. Ke,et al.  Information Asymmetry and Cross-Sectional Determinants of Insider Trading , 2006 .

[4]  Russell J. Lundholm,et al.  CROSS- SECTIONAL DETERMINANTS OF ANALYST RATINGS OF CORPORATE DISCLOSURES , 1993 .

[5]  William R. Baber,et al.  The Impact of Split Adjusting and Rounding on Analysts' Forecast Error Calculations , 2002 .

[6]  William R. Kinney,et al.  Earnings Surprise “Materiality” as Measured by Stock Returns , 2002 .

[7]  Paul J. Irvine,et al.  The Incremental Impact of Analyst Initiation of Coverage , 2003 .

[8]  R. C. Merton,et al.  Presidential Address: A simple model of capital market equilibrium with incomplete information , 1987 .

[9]  Terrance Odean Do Investors Trade Too Much? , 1998 .

[10]  Jing Liu,et al.  Equity Valuation Using Multiples , 2000 .

[11]  P. Sengupta Disclosure Timing: Determinants of Quarterly Earnings Release Dates , 2004 .

[12]  Ross L. Watts,et al.  Towards A Positive Theory of the Determination of Accounting Standards , 2006 .

[13]  B. Lev,et al.  To Guide or Not to Guide? Causes and Consequences of Stopping Quarterly Earnings Guidance*: Causes and Consequences of Stopping Quarterly Earnings Guidance , 2010 .

[14]  G. Mueller Earnings Precision and the Relations Between Earnings and Returns * , 2010 .

[15]  Joshua Livnat,et al.  Comparing the Post–Earnings Announcement Drift for Surprises Calculated from Analyst and Time Series Forecasts , 2006 .

[16]  Keith H. Black The Extreme Future Stock Returns Following I/B/E/S Earnings Surprises , 2007 .

[17]  Patricia M. Dechow,et al.  Predicting Material Accounting Misstatements , 2010 .

[18]  Brad M. Barber,et al.  All that Glitters: The Effect of Attention and News on the Buying Behavior of Individual and Institutional Investors , 2006 .

[19]  W. Thomas,et al.  The Implications of Using Stock-Split Adjusted I/B/E/S Data in Empirical Research , 2003 .

[20]  Sarah E. McVay,et al.  Earnings Management Using Classification Shifting: an Examination of Core Earnings and Special Items , 2006 .

[21]  Stephen A. Hillegeist,et al.  The Effect of Earnings Surprises on Information Asymmetry , 2008 .

[22]  L. Effron,et al.  Earnings Management to Avoid Earnings Decreases and Losses , 1998 .

[23]  Douglas J. Skinner WHY FIRMS VOLUNTARILY DISCLOSE BAD-NEWS , 1994 .

[24]  A. F. Darrat,et al.  Inter-industry differences and the impact of operating and financial leverages on equity risk , 1995 .

[25]  Amy P. Hutton,et al.  The Role of Supplementary Statements with Management Earnings Forecasts , 2003 .

[26]  Mei Feng,et al.  Does Earnings Guidance Affect Market Returns? The Nature and Information Content of Aggregate Earnings Guidance , 2006 .

[27]  V. Bernard,et al.  Evidence that stock prices do not fully reflect the implications of current earnings for future earnings , 1990 .

[28]  Alastair Lawrence,et al.  Can Big 4 versus Non-Big 4 Differences in Audit-Quality Proxies Be Attributed to Client Characteristics? , 2011 .

[29]  Bin Ke,et al.  What Insiders Know About Future Earnings and How They Use it: Evidence from Insider Trades , 2002 .

[30]  Y. Amihud,et al.  Asset pricing and the bid-ask spread , 1986 .

[31]  Shuping Chen,et al.  Is silence golden? An empirical analysis of firms that stop giving quarterly earnings guidance , 2005 .

[32]  Mark T. Soliman,et al.  Do Managers Define Non-GAAP Earnings to Meet or Beat Analyst Forecasts? , 2013 .

[33]  J. Tucker Selection Bias and Econometric Remedies in Accounting and Finance Research , 2011 .

[34]  Patricia M. Dechow,et al.  Predicting Material Accounting Misstatements*: Predicting Material Accounting Misstatements , 2011 .

[35]  George Foster,et al.  Earnings Releases, Anomalies, and the Behavior of Security Returns , 2016 .

[36]  Baruch Lev,et al.  To warn or not to warn: Management disclosures in the face of an earnings surprise , 1995 .

[37]  Andrew W. Alford,et al.  A Simultaneous Equations Analysis of Forecast Accuracy, Analyst Following, and Trading Volume , 1999 .

[38]  Jeffrey A. Busse,et al.  Market Efficiency in Real-Time , 2001 .

[39]  Gregory S. Miller,et al.  Assessing Methods of Identifying Management Forecasts: CIG vs. Researcher Collected , 2012 .

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

[41]  E. Fama,et al.  Industry costs of equity , 1997 .

[42]  D. Burgstahler,et al.  Management of Earnings and Analysts' Forecasts to Achieve Zero and Small Positive Earnings Surprises , 2006 .

[43]  Alan D. Jagolinzer,et al.  Chief Executive Officer Equity Incentives and Accounting Irregularities , 2009 .

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

[45]  Douglas J. Skinner Earnings Disclosures and Stockholder Lawsuits , 1995 .

[46]  Bin Ke,et al.  Information Asymmetry and Cross-sectional Variation in Insider Trading* , 2007 .

[47]  Ross L. Watts,et al.  Positive Accounting Theory , 2006 .

[48]  Feng Gu,et al.  The Credibility of Voluntary Disclosure and Insider Stock Transactions , 2007 .

[49]  B. Lev,et al.  To Guide Or Not to Guide? Causes and Consequences of Stopping Quarterly Earnings Guidance , 2008 .

[50]  Gregory S. Miller,et al.  Investor Relations, Firm Visibility, and Investor Following , 2007 .

[51]  R. Freeman,et al.  A NONLINEAR MODEL OF SECURITY PRICE RESPONSES TO UNEXPECTED EARNINGS , 1992 .

[52]  Victor L. Bernard,et al.  POST-EARNINGS-ANNOUNCEMENT DRIFT - DELAYED PRICE RESPONSE OR RISK PREMIUM , 1989 .