Do security analysts improve their performance with experience

In this paper, we examine whether sell-side security analysts generate more accurate quarterly earnings forecasts and more profitable stock recommendations as their experience with a specific firm increases. We also examine whether the market relies more on forecasts made by analysts who have more firm-specific experience. Consistent with the "Learning By Doing" model, we find that the accuracy of quarterly earnings forecasts improves with the number of prior quarters the analyst has followed the firm, controlling for both the functional form of the learning phenomenon and other factors previously shown to affect analyst forecasting performance. Moreover, we find that the market incorporates the analyst's experience level in forming expected earnings; the weight placed on the analyst forecast increases with the experience level of the analyst. Our results suggest knowledge of an analyst's experience can be used to improve the accuracy of consensus earnings forecasts.

[1]  Jennifer Francis,et al.  ANALYSTS DECISIONS AS PRODUCTS OF A MULTITASK ENVIRONMENT , 1993 .

[2]  John A. Elliott,et al.  Write-Offs as Accounting Procedures to Manage Perceptions , 1988 .

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

[4]  John R. Anderson Development of expertise , 1993 .

[5]  J. H. Collins,et al.  BANK DIFFERENCES IN THE COORDINATION OF REGULATORY CAPITAL, EARNINGS, AND TAXES , 1995 .

[6]  L. Brown,et al.  A Re-Examination of Financial Analysts' Differential Earnings Forecast Accuracy , 1997 .

[7]  L. Brown,et al.  Security Analyst Superiority Relative to Univariate Time-Series Models in Forecasting Quarterly Earnings , 1987 .

[8]  Paul L. Walker,et al.  The effects of instruction and experience on the acquisition of auditing knowledge , 1994 .

[9]  Christine I Wiedman The Relevance of Characteristics of the Information Environment in the Selection of a Proxy for the Market's Expectations for Earnings -- An Extension of Brown, Richardson and Schwager [1987] , 1996 .

[10]  Kent L. Womack Do Brokerage Analysts' Recommendations Have Investment Value? , 1996 .

[11]  Maureen F. McNichols,et al.  Underwriting relationships, analysts' earnings forecasts and investment recommendations , 1998 .

[12]  Linda S. McDaniel,et al.  Implications of Proposed Segment Reporting Standards for Financial Analysts? Investment Judgments , 1997 .

[13]  Ira Solomon,et al.  Experience, expertise and expert-performance research in public accounting , 1989 .

[14]  Scott E. Stickel The Anatomy of the Performance of Buy and Sell Recommendations , 1995 .

[15]  Thomas Z. Lys,et al.  Analysts' Forecast Precision as a Response to Competition , 1995 .

[16]  Siva Nathan,et al.  The Effect of Investment Banking Relationships on Financial Analysts' Earnings Forecasts and Investment Recommendations* , 1995 .

[17]  Rowland K. Atiase,et al.  Predisclosure Information, Firm Capitalization, And Security Price Behavior Around Earnings Announcements , 1985 .

[18]  Allen and Rosenbloom Paul S. Newell,et al.  Mechanisms of Skill Acquisition and the Law of Practice , 1993 .

[19]  Mary E. Barth FAIR VALUE ACCOUNTING: EVIDENCE FROM INVESTMENT SECURITIES AND THE MARKET VALUATION OF BANKS , 1994 .

[20]  Beverly R. Walther,et al.  Investor Sophistication and Market Earnings Expectations , 1997 .

[21]  L. Brown,et al.  An Information Interpretation of Financial Analyst Superiority in Forecasting Earnings , 1987 .

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

[23]  P. C. O'brien Forecast accuracy of individual analysts in nine industries , 1990 .

[24]  H. White Asymptotic theory for econometricians , 1985 .

[25]  Francis A. Lees Public disclosure of corporate earnings forecasts , 1981 .

[26]  Shlomo Globerson,et al.  The Influence of Job Related Variables on the Predictability Power of Three Learning Curve Models , 1980 .

[27]  Ahmed Riahi-Belkaoui The learning curve : a management accounting tool , 1986 .

[28]  Experience, Expertise and the Forecasting Performance of Security Analysts , 1997 .

[29]  Robert Libby,et al.  Judgment and decision-making research in accounting and auditing: The role of knowledge and memory in audit judgment , 1995 .

[30]  M. Zmijewski,et al.  Cross-sectional variation in the stock market response to accounting earnings announcements☆ , 1989 .

[31]  Barry L. Lewis,et al.  Determinants of Auditor Expertise , 1990 .

[32]  B. Lev ON THE USEFULNESS OF EARNINGS AND EARNINGS RESEARCH: LESSONS AND DIRECTIONS FROM TWO DECADES OF EMPIRICAL RESEARCH , 1989 .

[33]  Kirt C. Butler,et al.  THE FORECAST ACCURACY OF INDIVIDUAL ANALYSTS - EVIDENCE OF SYSTEMATIC OPTIMISM AND PESSIMISM , 1991 .