Causal Reasoning in Financial Reporting and Voluntary Disclosure

Causal reasoning involves understanding the cause of events that have already happened (i.e., diagnosis) as well as predicting which future events will occur (i.e., prediction). Although this type of reasoning is an important part of financial reporting and voluntary disclosure, very little research has relied on it as a basis for developing and interpreting testable research ideas. The purpose of this paper is twofold: First, we review key theories from psychology that pertain to causal reasoning. Second, we identify how these theories can be successfully used by behavioral researchers interested in financial reporting and voluntary disclosure.

[1]  Michael D. Shields,et al.  Effects of Accounting‐Method Choices on Subjective Performance‐Measure Weighting Decisions: Experimental Evidence on Precision and Error Covariance , 2005 .

[2]  N. Roese,et al.  The Functional Theory of Counterfactual Thinking , 2008, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.

[3]  P. M. Fairfield,et al.  Accrued Earnings and Growth: Implications for Future Profitability and Market Mispricing , 2003 .

[4]  H. Giles,et al.  Handbook of language and social psychology , 1992 .

[5]  D. M. Boynton,et al.  Superstitious responding and frequency matching in the positive bias and gambler’s fallacy effects , 2003 .

[6]  J. Kagan,et al.  Rational choice in an uncertain world , 1988 .

[7]  Richard H. Thaler,et al.  Anomalies: A Mean-Reverting Walk Down Wall Street , 1989 .

[8]  D. R. Lehman,et al.  Integration of contingency information in judgments of cause, covariation, and probability. , 1998 .

[9]  Daniel T. Gilbert,et al.  Unbelieving the Unbelievable: Some problems in the rejection of false information , 1990 .

[10]  P. Meehl,et al.  Clinical versus Statistical Prediction. , 1955 .

[11]  D. Kahneman,et al.  Timid choices and bold forecasts: a cognitive perspective on risk taking , 1993 .

[12]  Leonard C. Soffer,et al.  Financial Statement Analysis: A Valuation Approach , 2002 .

[13]  E. E. Jones,et al.  From Acts To Dispositions The Attribution Process In Person Perception1 , 1965 .

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

[15]  R. Schank,et al.  Knowledge and Memory: The Real Story , 1995 .

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

[17]  Lisa Koonce,et al.  Evaluating the Sufficiency of Causes in Audit Analytical Procedures , 1998 .

[18]  Brian Mullen,et al.  In-group-out-group differences in social projection , 1992 .

[19]  Walter Aerts,et al.  Picking up the pieces: impression management in the retrospective attributional framing of accounting outcomes , 2005 .

[20]  A. Tversky,et al.  Subjective Probability: A Judgment of Representativeness , 1972 .

[21]  D. Gilbert Speeding with Ned: A personal view of the correspondence bias. , 1998 .

[22]  S. Read,et al.  Self-verification processes: How we sustain our self-conceptions , 1981 .

[23]  Gregory S. Miller,et al.  Earnings Performance and Discretionary Disclosures , 1999 .

[24]  Ilia D. Dichev,et al.  Earnings Management to Avoid Earnings Decreases and Losses , 1997 .

[25]  F. T. Magiera Do Stock Prices Fully Reflect Information in Accruals and Cash Flows about Future Earnings , 1997 .

[26]  T. Gilovich,et al.  How We Know What Isn't So: The Fallibility of Human Reason in Everyday Life , 1991 .

[27]  Robert Libby,et al.  Availability And The Generation Of Hypotheses In Analytical Review , 1985 .

[28]  Nicholas Seybert,et al.  Contagion of Wishful Thinking in Markets , 2008, Manag. Sci..

[29]  Michael J. Cooper,et al.  A Rose.Com by Any Other Name , 2000 .

[30]  Clifton E. Brown Diagnostic inference in performance evaluation: effects of cause and event covariation and similarity* , 1987 .

[31]  M. Lipe,et al.  Investor reactions to derivative use and outcomes , 2008 .

[32]  Richard G. Sloan,et al.  Do Analysts and Auditors Use Information in Accruals , 2001 .

[33]  A. Tversky,et al.  Prospect theory: an analysis of decision under risk — Source link , 2007 .

[34]  Detlof von Winterfeldt,et al.  Advances in decision analysis : from foundations to applications , 2007 .

[35]  Christopher Peterson,et al.  Mea Culpa: Predicting Stock Prices From Organizational Attributions , 2004, Personality & social psychology bulletin.

[36]  J. Klayman,et al.  Confirmation, Disconfirmation, and Informa-tion in Hypothesis Testing , 1987 .

[37]  M. Buehner,et al.  Accountants' Usage of Causal Business Models in the Presence of Benchmark Data: A Note* , 2007 .

[38]  A. Tversky,et al.  Prospect theory: analysis of decision under risk , 1979 .

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

[40]  L. Ross,et al.  The “false consensus effect”: An egocentric bias in social perception and attribution processes , 1977 .

[41]  R. Hogarth,et al.  Prediction, Diagnosis, and Causal Thinking in Forecasting , 1982 .

[42]  Douglas H. Wedell,et al.  Probabilistic reasoning in prediction and diagnosis: Effects of problem type, response mode, and individual differences , 2011 .

[43]  Yaacov Trope,et al.  Time-dependent gambling: odds now, money later. , 2002, Journal of experimental psychology. General.

[44]  M. Lipe COUNTERFACTUAL REASONING AS A FRAMEWORK FOR ATTRIBUTION THEORIES , 1991 .

[45]  Sudipto Bhattacharya,et al.  Innovation and Communication: Signalling with Partial Disclosure , 1983 .

[46]  Baruch Fischhoff,et al.  Strategies of information search in causal analysis , 1982 .

[47]  Harriet Shaklee,et al.  Human covariation judgment: Accuracy and strategy , 1983 .

[48]  Khim Kelly,et al.  Feedback and Incentives on Nonfinancial Value Drivers: Effects on Managerial Decision Making* , 2007 .

[49]  A. Tversky,et al.  The simulation heuristic , 1982 .

[50]  M. Buehner,et al.  The influence of temporal distributions on causal induction from tabular data , 2007, Memory & cognition.

[51]  D. Gilbert,et al.  The correspondence bias. , 1995, Psychological bulletin.

[52]  Z. Kunda,et al.  The case for motivated reasoning. , 1990, Psychological bulletin.

[53]  Robert B. Welker,et al.  The Effects of Organizational Structure on Communication within Audit Teams , 1998 .

[54]  Justin T. Buckingham,et al.  Culpable Control and Counterfactual Reasoning in the Psychology of Blame , 2008, Personality & social psychology bulletin.

[55]  Hillel J. Einhorn,et al.  Judgment under uncertainty: Learning from experience and suboptimal rules in decision making , 1982 .

[56]  R. Hogarth,et al.  Judging probable cause. , 1986 .

[57]  Philip M. Fernbach,et al.  Neglect of Alternative Causes in Predictive but Not Diagnostic Reasoning , 2010, Psychological science.

[58]  H. J. Einhorn,et al.  Cognitive processes in choice and decision behavior , 1979 .

[59]  Andrew Jackson,et al.  Trade Generation, Reputation and Sell-Side Analysts , 2003 .

[60]  Robert L. Winkler,et al.  An Introduction to Bayesian Inference and Decision , 1972 .

[61]  Dennis V. Lindley,et al.  An Introduction to Bayesian Inference and Decision , 1974 .

[62]  Jonathan Baron,et al.  Reference Points and Omission Bias , 1994 .

[63]  Robert Libby,et al.  Expertise And Auditors Judgments Of Conjunctive Events , 1986 .

[64]  Hillel J. Einhorn,et al.  Expert measurement and mechanical combination , 1972 .

[65]  Jonathan Baron,et al.  Behavioral Law and Economics: Reluctance to Vaccinate: Omission Bias and Ambiguity , 1990 .

[66]  E. E. Jones,et al.  The actor and the observer: Divergent perceptions of the causes of behavior. , 1972 .

[67]  M. Bradshaw How Do Analysts Use Their Earnings Forecasts in Generating Stock Recommendations? , 2000 .

[68]  B. Newell Judgment Under Uncertainty , 2013 .

[69]  R. Dawes Judgment under uncertainty: The robust beauty of improper linear models in decision making , 1979 .

[70]  P. Todd,et al.  Simple Heuristics That Make Us Smart , 1999 .

[71]  Edward J. Joyce,et al.  Are Auditors' Judgments Sufficiently Regressive? , 1981 .

[72]  H. Kelley Attribution theory in social psychology , 1967 .

[73]  B. Malle,et al.  The actor-observer asymmetry in attribution: a (surprising) meta-analysis. , 2006, Psychological bulletin.

[74]  J. Hassell,et al.  Why Do Managers Explain Their Earnings Forecasts , 2004 .

[75]  B. Fischhoff,et al.  Attribution Theory and Judgment under Uncertainty , 1975 .

[76]  T. Gilovich,et al.  Differential construal and the false consensus effect. , 1990, Journal of personality and social psychology.

[77]  J. Harvey,et al.  New Directions in Attribution Research , 2018 .

[78]  Clifton E. Brown Causal reasoning in performance assessment: Effects of cause and effect temporal order and covariation , 1985 .

[79]  Zhiyong Zhang,et al.  Cultural Differences in the Representativeness Heuristic: Expecting a Correspondence in Magnitude Between Cause and Effect , 2010, Personality & social psychology bulletin.

[80]  Patricia M. Dechow,et al.  Implied Equity Duration: A New Measure of Equity Risk , 2004 .

[81]  L. Ross The Intuitive Psychologist And His Shortcomings: Distortions in the Attribution Process1 , 1977 .

[82]  N. Sanders,et al.  Journal of behavioral decision making: "The need for contextual and technical knowledge in judgmental forecasting", 5 (1992) 39-52 , 1992 .

[83]  Yaacov Trope,et al.  Temporal construal. , 2003, Psychological review.

[84]  Lisa Koonce,et al.  Using Psychology Theories in Archival Financial Accounting Research , 2005 .

[85]  Barbara A. Spellman,et al.  On the relation between counterfactual and causal reasoning , 2007, Behavioral and Brain Sciences.

[86]  Boris Groysberg,et al.  Which Types of Analyst Firms Are More Optimistic , 2006 .

[87]  Feng Li Annual Report Readability, Current Earnings, and Earnings Persistence , 2008 .

[88]  William R. Kinney,et al.  Expectation-Formation Guidance in the Auditor's Review of Interim Financial Information , 1995 .

[89]  Lisa M. Sedor An Explanation for Unintentional Optimism in Analysts' Earnings Forecasts , 2002 .

[90]  Harold Hotelling,et al.  The Triumph of Mediocrity in Business. , 1933 .

[91]  Richard L. Sawyer,et al.  Decision Theory Models for Validating Course Placement Tests , 1996 .

[92]  D. Medin,et al.  The role of covariation versus mechanism information in causal attribution , 1995, Cognition.

[93]  R. Byrne,et al.  Spontaneous counterfactual thoughts and causal explanations , 2006 .

[94]  James M. Olson,et al.  Outcome Controllability and Counterfactual Thinking , 1995 .

[95]  Peter McGeorge,et al.  Understanding pretrial publicity: predecisional distortion of evidence by mock jurors. , 2004, Journal of experimental psychology. Applied.

[96]  Barton A. Weitz,et al.  Attributions in the Board Room: Causal Reasoning in Corporate Annual Reports , 1983 .

[97]  D. Medin,et al.  A relevance theory of induction , 2003, Psychonomic bulletin & review.

[98]  Kathryn Kadous,et al.  Using Counter-Explanation to Limit Analysts' Forecast Optimism , 2005 .

[99]  Zlatan Krizan,et al.  Wishful Thinking in the 2008 U.S. Presidential Election , 2010, Psychological science.

[100]  P. Cheng,et al.  Assessing interactive causal influence. , 2004, Psychological review.

[101]  Baruch Fischhoff,et al.  Judgment under uncertainty: Facts versus fears: Understanding perceived risk , 1982 .

[102]  N. Weinstein Unrealistic optimism about future life events , 1980 .