Testosterone and Cortisol Jointly Predict the Ambiguity Premium in an Ellsberg-Urns Experiment

Previous literature has tried to establish whether and how steroid hormones are related to economic risk-taking. In this study, we investigate the relationship between testosterone (T) and cortisol (C) on one side and attitudes toward risk and ambiguity on the other. We asked 78 male undergraduate students to complete several tasks and provide two saliva samples. In the task “Reveal the Bag,” participants expressed their beliefs on an ambiguous situation in an incentivized framework. In the task “Ellsberg Bags,” we elicited from the participants through an incentive-compatible mechanism the reservation prices for a risky bet and an ambiguous bet. We used the difference between the two prices to calculate each participant's ambiguity premium. We found that participants' salivary T and C levels jointly predicted the ambiguity premium. Participants featuring comparatively lower levels of T and C showed the highest levels of ambiguity aversion. The beliefs expressed by a subset of participants in the “Reveal the Bag” task rationalize (in a revealed preference sense) their choices in the “Ellsberg Bags” task.

[1]  F. Knight The economic nature of the firm: From Risk, Uncertainty, and Profit , 2009 .

[2]  D. Ellsberg Decision, probability, and utility: Risk, ambiguity, and the Savage axioms , 1961 .

[3]  M. Degroot,et al.  Measuring utility by a single-response sequential method. , 1964, Behavioral science.

[4]  J. Rotter Generalized expectancies for internal versus external control of reinforcement. , 1966, Psychological monographs.

[5]  I. Gilboa,et al.  Maxmin Expected Utility with Non-Unique Prior , 1989 .

[6]  G. Jurkovic,et al.  Salivary testosterone and cortisol among late adolescent male offenders , 1991, Journal of abnormal child psychology.

[7]  D. Kahneman,et al.  Anomalies: The Endowment Effect, Loss Aversion, and Status Quo Bias , 1991 .

[8]  Joseph B. Kadane,et al.  Healthy Scepticism as an Expected-Utility Explanation of the Phenomena of Allais and Ellsberg , 1992 .

[9]  C. Carver,et al.  Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: The BIS/BAS Scales , 1994 .

[10]  Larry E. Toothaker,et al.  Multiple Regression: Testing and Interpreting Interactions , 1991 .

[11]  K A Kiehl,et al.  Assessing psychopathic attributes in a noninstitutionalized population. , 1995, Journal of personality and social psychology.

[12]  N. Kalin,et al.  Individual differences in repressive-defensiveness predict basal salivary cortisol levels. , 1996, Journal of personality and social psychology.

[13]  Margo I. Wilson,et al.  Crime and Conflict: Homicide in Evolutionary Psychological Perspective , 1997, Crime and Justice.

[14]  A. Booth,et al.  Primacy of organising effects of testosterone , 1998, Behavioral and Brain Sciences.

[15]  Erno J. Hermans,et al.  Low cortisol levels and the balance between punishment sensitivity and reward dependency , 2003, Neuroreport.

[16]  M. Marinacci,et al.  A Smooth Model of Decision Making Under Ambiguity , 2003 .

[17]  Josef Perner,et al.  The role of competition and knowledge in the Ellsberg task , 2003 .

[18]  Colin Camerer,et al.  Neural Systems Responding to Degrees of Uncertainty in Human Decision-Making , 2005, Science.

[19]  Yoram Halevy Ellsberg Revisited: An Experimental Study , 2005 .

[20]  Sang Joon Kim,et al.  A Mathematical Theory of Communication , 2006 .

[21]  H. Engeland,et al.  Cortisol Moderates the Relationship between Testosterone and Aggression in Delinquent Male Adolescents , 2007, Biological Psychiatry.

[22]  J. Herbert,et al.  Endogenous steroids and financial risk taking on a London trading floor , 2008, Proceedings of the National Academy of Sciences.

[23]  C. Apicella,et al.  Testosterone and financial risk preferences , 2008 .

[24]  Briony D. Pulford,et al.  Is Luck on My Side? Optimism, Pessimism, and Ambiguity Aversion , 2009, Quarterly journal of experimental psychology.

[25]  Lex Borghans,et al.  Gender Differences in Risk Aversion and Ambiguity Aversion , 2009, SSRN Electronic Journal.

[26]  M. Johannesson,et al.  A randomized trial of the effect of estrogen and testosterone on economic behavior , 2009, Proceedings of the National Academy of Sciences.

[27]  Kyoungwon Seo,et al.  AMBIGUITY AND SECOND-ORDER BELIEF , 2009 .

[28]  Paola Sapienza,et al.  Gender differences in financial risk aversion and career choices are affected by testosterone , 2009, Proceedings of the National Academy of Sciences.

[29]  I. Gilboa Theory Of Decision Under Uncertainty , 2009 .

[30]  Jens C. Pruessner,et al.  The brain and the stress axis: The neural correlates of cortisol regulation in response to stress , 2009, NeuroImage.

[31]  Marissa A. Gorlick,et al.  Acute Stress Increases Sex Differences in Risk Seeking in the Balloon Analogue Risk Task , 2009, PloS one.

[32]  Pranjal H. Mehta,et al.  Testosterone and cortisol jointly regulate dominance: Evidence for a dual-hormone hypothesis , 2010, Hormones and Behavior.

[33]  P. Glimcher,et al.  Title: the Neural Representation of Subjective Value under Risk and Ambiguity 1 2 , 2009 .

[34]  Antonio Rangel,et al.  MAOA-L carriers are better at making optimal financial decisions under risk , 2011, Proceedings of the Royal Society B: Biological Sciences.

[35]  Sarah R. Heilbronner,et al.  Ambiguity Aversion in Rhesus Macaques , 2010, Front. Neurosci..

[36]  Steven J. Stanton,et al.  Low- and High-Testosterone Individuals Exhibit Decreased Aversion to Economic Risk , 2011, Psychological science.

[37]  R. Poldrack,et al.  Mind the gap: bridging economic and naturalistic risk-taking with cognitive neuroscience , 2011, Trends in Cognitive Sciences.

[38]  Aldo Rustichini,et al.  Organizing Effects of Testosterone and Economic Behavior: Not Just Risk Taking , 2011, PloS one.

[39]  M. Del Giudice,et al.  The evolutionary basis of risky adolescent behavior: implications for science, policy, and practice. , 2012, Developmental psychology.

[40]  S. Zilioli,et al.  The hidden dimensions of the competition effect: Basal cortisol and basal testosterone jointly predict changes in salivary testosterone after social victory in men , 2012, Psychoneuroendocrinology.

[41]  Ale Smidts,et al.  Testosterone Inhibits Trust but Promotes Reciprocity , 2013, Psychological science.

[42]  Rui F. Oliveira,et al.  Androgen responsiveness to competition in humans: the role of cognitive variables , 2014 .

[43]  S. Zilioli,et al.  Testosterone across successive competitions: Evidence for a ‘winner effect’ in humans? , 2014, Psychoneuroendocrinology.

[44]  A. Gelman,et al.  The statistical crisis in science , 2014 .

[45]  Andrew Gelman,et al.  Data-dependent analysis—a "garden of forking paths"— explains why many statistically significant comparisons don't hold up. , 2014 .

[46]  D. Stahl Heterogeneity of Ambiguity Preferences , 2014, Review of Economics and Statistics.

[47]  Paul C. Fletcher,et al.  Cortisol shifts financial risk preferences , 2014, Proceedings of the National Academy of Sciences.

[48]  E. Page‐Gould,et al.  Personality × hormone interactions in adolescent externalizing psychopathology. , 2014, Personality disorders.

[49]  C. Fiebach,et al.  Acute stress affects risk taking but not ambiguity aversion , 2014, Front. Neurosci..

[50]  C. Neumann,et al.  Testosterone, cortisol, and psychopathic traits in men and women , 2014, Physiology & Behavior.

[51]  Burkhard C. Schipper Sex Hormones and Competitive Bidding , 2014, Manag. Sci..

[52]  Smrithi Prasad,et al.  The dual-hormone hypothesis: a brief review and future research agenda , 2015, Current Opinion in Behavioral Sciences.

[53]  S. Bode,et al.  Single-Trial Event-Related Potential Correlates of Belief Updating , 2015, eNeuro.

[54]  Aldo Rustichini,et al.  Cortisol and testosterone increase financial risk taking and may destabilize markets , 2015, Scientific Reports.

[55]  Pranjal H. Mehta,et al.  Testosterone and cortisol jointly modulate risk-taking , 2015, Psychoneuroendocrinology.

[56]  J. Schreiber Foundations Of Statistics , 2016 .

[57]  K. Casto,et al.  Testosterone, cortisol, and human competition , 2016, Hormones and Behavior.

[58]  J. Wingfield The challenge hypothesis: Where it began and relevance to humans , 2017, Hormones and Behavior.

[59]  Stefan Pfattheicher Illuminating the dual-hormone hypothesis: About chronic dominance and the interaction of cortisol and testosterone. , 2017, Aggressive behavior.