Who lies? A large-scale reanalysis linking basic personality traits to unethical decision making

Previous research has established that higher levels of trait Honesty-Humility (HH) are associated with less dishonest behavior in cheating paradigms. However, only imprecise effect size estimates of this HH-cheating link are available. Moreover, evidence is inconclusive on whether other basic personality traits from the HEXACO or Big Five models are associated with unethical decision making and whether such effects have incremental validity beyond HH. We address these issues in a highly powered reanalysis of 16 studies assessing dishonest behavior in an incentivized, one-shot cheating paradigm ($N$ = 5,002). For this purpose, we rely on a newly developed logistic regression approach for the analysis of nested data in cheating paradigms. We also test theoretically derived interactions of HH with other basic personality traits (i.e., Emotionality and Conscientiousness) and situational factors (i.e., the baseline probability of observing a favorable outcome) as well as the incremental validity of HH over demographic characteristics. The results show a medium to large effect of HH (odds ratio = 0.53), which was independent of other personality, situational, or demographic variables. Only one other trait (Big Five Agreeableness) was associated with unethical decision making, although it failed to show any incremental validity beyond HH.

[1]  Sina A. Klein,et al.  Between me and we: The importance of self-profit versus social justifiability for ethical decision making , 2017, Judgment and Decision Making.

[2]  Daniel W Heck,et al.  A caveat on the Savage–Dickey density ratio: The case of computing Bayes factors for regression parameters , 2018, The British journal of mathematical and statistical psychology.

[3]  The statistical analysis of cheating paradigms , 2017, Behavior research methods.

[4]  Dora Matzke,et al.  A Simple Method for Comparing Complex Models: Bayesian Model Comparison for Hierarchical Multinomial Processing Tree Models Using Warp-III Bridge Sampling , 2018, Psychometrika.

[5]  Morten Moshagen,et al.  True Virtue, Self-Presentation, or Both?: A Behavioral Test of Impression Management and Overclaiming , 2019, Psychological assessment.

[6]  Francesca Gino,et al.  Polluted Morality: Air Pollution Predicts Criminal Activity and Unethical Behavior , 2018, Psychological science.

[7]  D. Paulhus,et al.  The Dark Triad of personality: Narcissism, Machiavellianism, and psychopathy , 2002 .

[8]  B. Hilbig,et al.  Dishonest responding or true virtue? A behavioral test of impression management , 2015 .

[9]  Delroy L. Paulhus,et al.  Duplicity Among the Dark Triad: Three Faces of Deceit , 2017, Journal of personality and social psychology.

[10]  B. Hilbig,et al.  Prediction Consistency: A Test of the Equivalence Assumption across Different Indicators of the Same Construct , 2016 .

[11]  M. Ashton,et al.  Psychometric Properties of the HEXACO-100 , 2018, Assessment.

[12]  M. Clyde,et al.  Mixtures of g Priors for Bayesian Variable Selection , 2008 .

[13]  M. Ashton,et al.  Honesty-humility, the big five, and the five-factor model. , 2005, Journal of personality.

[14]  L. M. M.-T. Theory of Probability , 1929, Nature.

[15]  B. Hilbig,et al.  Faktorenstruktur, psychometrische Eigenschaften und Messinvarianz der deutschsprachigen Version des 60- Item HEXACO Persönlichkeitsinventars , 2014 .

[16]  P. Meehl Why Summaries of Research on Psychological Theories are Often Uninterpretable , 1990 .

[17]  Edgar Erdfelder,et al.  An experimental validation method for questioning techniques that assess sensitive issues. , 2014, Experimental psychology.

[18]  D. Paulhus,et al.  Identifying and profiling scholastic cheaters: their personality, cognitive ability, and motivation. , 2010, Journal of experimental psychology. Applied.

[19]  M. Ashton,et al.  Empirical, Theoretical, and Practical Advantages of the HEXACO Model of Personality Structure , 2007, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.

[20]  Marco Piovesan,et al.  Unethical behavior in the field: Demographic characteristics and beliefs of the cheater , 2013 .

[21]  M. Ashton,et al.  The HEXACO–60: A Short Measure of the Major Dimensions of Personality , 2009, Journal of personality assessment.

[22]  Morten Moshagen,et al.  RRreg: An R package for correlation and regression analyses of randomized response data , 2018 .

[23]  Edgar Erdfelder,et al.  A New Strategy for Testing Structural Equation Models , 2016 .

[24]  Rolf Ulrich,et al.  Asking sensitive questions: a statistical power analysis of randomized response models. , 2012, Psychological methods.

[25]  Simon Schindler,et al.  The frame of the game: Loss-framing increases dishonest behavior , 2017 .

[26]  Michel J. J. Handgraaf,et al.  Ethical Manoeuvring: Why People Avoid Both Major and Minor Lies , 2010 .

[27]  Agne Kajackaite,et al.  Incentives and cheating , 2017, Games Econ. Behav..

[28]  Stefan Pfattheicher,et al.  On the impact of Honesty-Humility and a cue of being watched on cheating behavior , 2019, Journal of Economic Psychology.

[29]  M. Ashton,et al.  The HEXACO Model of Personality Structure and the Importance of the H Factor , 2008 .

[30]  Roberto A. Weber,et al.  Exploiting moral wiggle room: experiments demonstrating an illusory preference for fairness , 2007 .

[31]  Marco Piovesan,et al.  Luck or Cheating? A Field Experiment on Honesty with Children , 2008 .

[32]  U. Fischbacher,et al.  Lies in Disguise. An experimental study on cheating , 2013 .

[33]  E. Wagenmakers,et al.  Why psychologists must change the way they analyze their data: the case of psi: comment on Bem (2011). , 2011, Journal of personality and social psychology.

[34]  Yoella Bereby-Meyer,et al.  Honesty Requires Time (and Lack of Justifications) , 2012, Psychological science.

[35]  Leigh Thompson,et al.  Short Horizons and Tempting Situations: Lack of Continuity to Our Future Selves Leads to Unethical Decision Making and Behavior , 2012 .

[36]  G. Cumming,et al.  The New Statistics , 2014, Psychological science.

[37]  M. Ashton,et al.  A South Korean study of age trends in HEXACO-PI-R self-reports , 2016, Journal of Research in Personality.

[38]  Daniel W. Heck,et al.  TreeBUGS: An R package for hierarchical multinomial-processing-tree modeling , 2017, Behavior Research Methods.

[39]  Dan Ariely,et al.  Dishonesty in Everyday Life and Its Policy Implications , 2006 .

[40]  Jeffrey N. Rouder,et al.  Robust misinterpretation of confidence intervals , 2013, Psychonomic bulletin & review.

[41]  Nina Mazar,et al.  The Dishonesty of Honest People: A Theory of Self-Concept Maintenance , 2008 .

[42]  M. Ashton,et al.  The prediction of Honesty–Humility-related criteria by the HEXACO and Five-Factor Models of personality , 2008 .

[43]  Michael T Brannick,et al.  Integrity, Conscientiousness, and Honesty , 2004, Psychological reports.

[44]  Morten Moshagen,et al.  On Measuring the Sixth Basic Personality Dimension: A Comparison Between HEXACO Honesty-Humility and Big Six Honesty-Propriety , 2017, Assessment.

[45]  B. Hilbig,et al.  When the cat’s away, some mice will play: A basic trait account of dishonest behavior , 2015 .

[46]  M. Ashton,et al.  Psychometric Properties of the HEXACO Personality Inventory , 2004, Multivariate behavioral research.

[47]  J. Rouder,et al.  Default Bayes Factors for Model Selection in Regression , 2012, Multivariate behavioral research.

[48]  J. Antonakis,et al.  Lucky, Competent, or Just a Cheat? Interactive Effects of Honesty-Humility and Moral Cues on Cheating Behavior , 2018, Personality & social psychology bulletin.

[49]  B. Hilbig,et al.  What lies beneath: How the distance between truth and lie drives dishonesty , 2013 .

[50]  P. Lachenbruch Statistical Power Analysis for the Behavioral Sciences (2nd ed.) , 1989 .

[51]  Benjamin E. Hilbig,et al.  Truth Will Out , 2015 .

[52]  E. Wagenmakers A practical solution to the pervasive problems ofp values , 2007, Psychonomic bulletin & review.

[53]  U. Fischbacher,et al.  Disadvantageous lies in individual decisions , 2013 .

[54]  M. Ashton,et al.  The Dark Triad, the Big Five, and the HEXACO model , 2014 .

[55]  M. Ashton,et al.  The H Factor of Personality: Why Some People Are Manipulative, Self-Entitled, Materialistic, and Exploitive—And Why It Matters for Everyone , 2012 .

[56]  A. Gelman,et al.  Stan , 2015 .

[57]  B. Hilbig,et al.  No gain without pain: The psychological costs of dishonesty , 2019, Journal of Economic Psychology.

[58]  L. Wasserman,et al.  Computing Bayes Factors Using a Generalization of the Savage-Dickey Density Ratio , 1995 .

[59]  M. Perugini,et al.  Implicit self-concept and moral action , 2009 .

[60]  B. Hilbig,et al.  Does everyone have a price? On the role of payoff magnitude for ethical decision making , 2017, Cognition.

[61]  K. Vohs,et al.  Psychology as the Science of Self-reports and Finger Movements Whatever Happened to Actual Behavior? , 2022 .

[62]  M. Ashton,et al.  Psychopathy, Machiavellianism, and Narcissism in the Five-Factor Model and the HEXACO model of personality structure , 2005 .

[63]  B. Hilbig,et al.  The Dark Core of Personality , 2018, Psychological review.