Illusory Correlation in the Remuneration of Chief Executive Officers: It Pays to Play Golf, and Well

Illusory correlation refers to the use of information in decisions that is uncorrelated with the relevant criterion. We document illusory correlation in CEO compensation decisions by demonstrating that information, that is uncorrelated with corporate performance, is related to CEO compensation. We use publicly available data from the USA for the years 1998, 2000, 2002, and 2004 to examine the relations between golf handicaps of CEOs and corporate performance, on the one hand, and CEO compensation and golf handicaps, on the other hand. Although we find no relation between handicap and corporate performance, we do find a relation between handicap and CEO compensation. In short, golfers earn more than non-golfers and pay increases with golfing ability. We relate these findings to the difficulties of judging compensation for CEOs. To overcome this – and possibly other illusory correlations – in these kinds of decisions, we recommend the use of explicit, mechanical decision rules.

[1]  M. C. Jensen The Performance of Mutual Funds in the Period 1945-1964 , 1967 .

[2]  V. A. Harris,et al.  The Attribution of Attitudes , 1967 .

[3]  E. Fama,et al.  Common risk factors in the returns on stocks and bonds , 1993 .

[4]  E. L. Kelly Clinical versus statistical prediction: A theoretical analysis and review of the evidence. , 1955 .

[5]  Kenneth R. Hammond,et al.  Human Judgment and Social Policy: Irreducible Uncertainty, Inevitable Error, Unavoidable Injustice , 2000 .

[6]  K Fiedler Beware of samples! A cognitive-ecological sampling approach to judgment biases. , 2000, Psychological review.

[7]  Gueorgui I. Kolev Behavioural Biases and Chief Executive Officers Compensation , 2009 .

[8]  R. Hogarth,et al.  Confidence in judgment: Persistence of the illusion of validity. , 1978 .

[9]  Roberto A. Weber,et al.  The Illusion of Leadership , 1996 .

[10]  F. Black,et al.  The Capital Asset Pricing Model: Some Empirical Tests , 2006 .

[11]  Jerker Denrell,et al.  Why most people disapprove of me: experience sampling in impression formation. , 2005, Psychological review.

[12]  T. Judge,et al.  The effect of physical height on workplace success and income: preliminary test of a theoretical model. , 2004, The Journal of applied psychology.

[13]  Marco Celentani,et al.  A simple explanation of the relative performance evaluation puzzle , 2006 .

[14]  A. Wald The Fitting of Straight Lines if Both Variables are Subject to Error , 1940 .

[15]  E. Brunswik,et al.  The Conceptual Framework of Psychology , 1954 .

[16]  Jeffrey M. Woodbridge Econometric Analysis of Cross Section and Panel Data , 2002 .

[17]  Teresa M. Amabile,et al.  Social Roles, Social Control and Biases in Social Perception , 1977 .

[18]  D. Kahneman,et al.  Heuristics and Biases: The Psychology of Intuitive Judgment , 2002 .

[19]  W. Grove,et al.  Clinical versus mechanical prediction: a meta-analysis. , 2000, Psychological assessment.

[20]  G. Imbens Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review , 2004 .

[21]  Paul Oyer,et al.  Why Do Firms Use Incentives that Have No Incentive Effects? , 2000 .

[22]  R. Hogarth,et al.  Determinants of Linear Judgment: A Meta-Analysis of Lens Model Studies , 2007, Psychological bulletin.

[23]  A. Shleifer,et al.  What Do Firms Do with Cash Windfalls? , 1993 .

[24]  G. Imbens,et al.  Implementing Matching Estimators for Average Treatment Effects in Stata , 2004 .

[25]  Roberto A. Weber,et al.  The Illusion of Leadership: Misattribution of Cause in Coordination Games , 2001 .

[26]  E. Fama,et al.  The Adjustment of Stock Prices to New Information , 1969 .

[27]  L. J. Chapman,et al.  Genesis of popular but erroneous psychodiagnostic observations. , 1967, Journal of abnormal psychology.

[28]  Gueorgui I. Kolev,et al.  The Stock Market Bubble, Shareholders' Attribution Bias and Excessive Top CEOS Pay , 2005 .

[29]  Sendhil Mullainathan,et al.  Are CEOs Rewarded for Luck? The Ones Without Principals Are , 2001 .

[30]  A. Durell Attribution in Performance Evaluation , 2001 .

[31]  A. Mackinlay,et al.  Event Studies in Economics and Finance , 1997 .

[32]  A. Tversky,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.

[33]  Narasimhan Jegadeesh,et al.  Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency , 1993 .

[34]  Todd T. Milbourn,et al.  Asymmetric benchmarking in compensation: Executives are rewarded for good luck but not penalized for bad , 2006 .

[35]  E. Fama EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* , 1970 .

[36]  E. Fama,et al.  Dissecting Anomalies , 2007 .

[37]  Lynn Hasher,et al.  Frequency processing: A twenty-five year perspective. , 2002 .

[38]  R. Hubbard,et al.  Incentive Pay and the Market for CEOS: An Analysis of Pay-for-Performance Sensitivity , 2000 .

[39]  Sheridan Titman,et al.  On Persistence in Mutual Fund Performance , 1997 .