Organizing Effects of Testosterone and Economic Behavior: Not Just Risk Taking

Recent literature emphasizes the role that testosterone, as well as markers indicating early exposure to T and its organizing effect on the brain (such as the ratio of second to fourth finger, ), have on performance in financial markets. These results may suggest that the main effect of T, either circulating or in fetal exposure, on economic behavior occurs through the increased willingness to take risks. However, these findings indicate that traders with a low digit ratio are not only more profitable, but more able to survive in the long run, thus the effect might consist of more than just lower risk aversion. In addition, recent literature suggests a positive correlation between abstract reasoning ability and higher willingness to take risks. To test the two hypotheses of testosterone on performance in financial activities (effect on risk attitude versus a complex effect involving risk attitude and reasoning ability), we gather data on the three variables in a sample of 188 ethnically homogeneous college students (Caucasians). We measure a digit ratio, abstract reasoning ability with the Raven Progressive Matrices task, and risk attitude with choice among lotteries. Low digit ratio in men is associated with higher risk taking and higher scores in abstract reasoning ability when a combined measure of risk aversion over different tasks is used. This explains both the higher performance and higher survival rate observed in traders, as well as the observed correlation between abstract reasoning ability and risk taking. We also analyze how much of the total effect of digit ratio on risk attitude is direct, and how much is mediated. Mediation analysis shows that a substantial part of the effect of T on attitude to risk is mediated by abstract reasoning ability.

[1]  Pablo Brañas-Garza,et al.  Math skills and risk attitudes , 2008 .

[2]  B. Fink,et al.  Digit ratio (2D:4D) and aggregate personality scores across nations: Data from the BBC internet study , 2011 .

[3]  P. Shrout,et al.  Mediation in experimental and nonexperimental studies: new procedures and recommendations. , 2002, Psychological methods.

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

[5]  Justin R. Sydnor,et al.  Digit ratios (2D:4D) as predictors of risky decision making for both sexes , 2011 .

[6]  A. Falk,et al.  Are Risk Aversion and Impatience Related to Cognitive Ability? , 2007, SSRN Electronic Journal.

[7]  D. Mackinnon,et al.  A Simulation Study of Mediated Effect Measures. , 1995, Multivariate behavioral research.

[8]  P. Benson,et al.  Digit ratio (2D:4D) and the spatial representation of magnitude , 2006, Hormones and Behavior.

[9]  D. Mackinnon,et al.  Estimating Mediated Effects in Prevention Studies , 1993 .

[10]  S. Donn Second-to-fourth digit ratio predicts success among high-frequency financial traders , 2009 .

[11]  E. Hampson,et al.  Testing the prenatal androgen hypothesis: measuring digit ratios, sexual orientation, and spatial abilities in adults , 2005, Hormones and Behavior.

[12]  Charles A. Holt,et al.  Risk Aversion and Incentive Effects: New Data without Order Effects , 2005 .

[13]  K. Bollen,et al.  DIRECT AND INDIRECT EFFECTS: CLASSICAL AND BOOTSTRAP ESTIMATES OF VARIABILITY , 1990 .

[14]  J. Money,et al.  Adult erotosexual status and fetal hormonal masculinization and demasculinization: 46,XX congenital virilizing adrenal hyperplasia and 46,XY androgen-insensitivity syndrome compared , 1984, Psychoneuroendocrinology.

[15]  Jonathan W. Roberti,et al.  A review of behavioral and biological correlates of sensation seeking , 2004 .

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

[17]  P. Shrout,et al.  Mediation in experimental and nonexperimental studies: new procedures and recommendations. , 2002, Psychological methods.

[18]  S. Frederick Journal of Economic Perspectives—Volume 19, Number 4—Fall 2005—Pages 25–42 Cognitive Reflection and Decision Making , 2022 .

[19]  Scott D. Moffat,et al.  A curvilinear relationship between testosterone and spatial cognition in humans: Possible influence of hand preference , 1996, Psychoneuroendocrinology.

[20]  L. Blume,et al.  Evolution and market behavior , 1992 .

[21]  Burkhard C. Schipper,et al.  The Visible Hand: Finger ratio (2D:4D) and competitive behavior , 2009 .

[22]  R. Trivers,et al.  Sex and ethnic differences in 2nd to 4th digit ratio of children. , 2004, Early human development.

[23]  E. Austin,et al.  A preliminary investigation of the associations between personality, cognitive ability and digit ratio , 2002 .

[24]  Kristopher J Preacher,et al.  Addressing Moderated Mediation Hypotheses: Theory, Methods, and Prescriptions , 2007, Multivariate behavioral research.

[25]  John T. Manning,et al.  Second to fourth digit ratio in elite musicians: Evidence for musical ability as an honest signal of male fitness , 2000 .

[26]  L. Blume,et al.  If You're so Smart, Why Aren't You Rich? Belief Selection in Complete and Incomplete Markets , 2001 .

[27]  Bram P. Buunk,et al.  Second-to-fourth digit ratio related to verbal and numerical intelligence and the big five , 2005 .

[28]  M. Poulin,et al.  Picture recall skills correlate with 2D:4D ratio in women but not men , 2004 .

[29]  J. Manning,et al.  A Comparison of Finger 2D:4D by Self-Report Direct Measurement and Experimenter Measurement from Photocopy: Methodological Issues , 2009, Archives of sexual behavior.

[30]  U. Fischbacher z-Tree: Zurich toolbox for ready-made economic experiments , 1999 .

[31]  M. S. Singh,et al.  The 2nd:4th digit ratio, sexual dimorphism, population differences, and reproductive success. evidence for sexually antagonistic genes? , 2000, Evolution and human behavior : official journal of the Human Behavior and Evolution Society.

[32]  L. Hedges,et al.  Sex differences in mental test scores, variability, and numbers of high-scoring individuals. , 1995, Science.

[33]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[34]  Burkhard C. Schipper,et al.  The visible hand: finger ratio (2D:4D) and competitive bidding , 2011, Experimental Economics.

[35]  Rachel T. A. Croson,et al.  Gender Differences in Preferences , 2009 .

[36]  Daniel J. Bauer,et al.  Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: new procedures and recommendations. , 2006, Psychological methods.

[37]  V. Johnston,et al.  Individual differences in women's facial preferences as a function of digit ratio and mental rotation ability , 2005 .

[38]  Lionel Page,et al.  A Note on Trader Sharpe Ratios , 2009, PloS one.

[39]  S. Resnick,et al.  Early hormonal influences on cognitive functioning in congenital adrenal hyperplasia. , 1986 .

[40]  Catherine C. Eckel,et al.  Forecasting Risk Attitudes: An Experimental Study Using Actual and Forecast Gamble Choices , 2008 .

[41]  V. Phelps Relative index finger length as a sex-influenced trait in man. , 1952, American journal of human genetics.

[42]  Aldo Rustichini,et al.  Cognitive skills affect economic preferences, strategic behavior, and job attachment , 2009, Proceedings of the National Academy of Sciences.

[43]  Marcia C. Linn,et al.  Gender Similarities Characterize Math Performance , 2008, Science.

[44]  Charles A. Holt,et al.  Risk Aversion and Incentive Effects , 2002 .

[45]  L. A. Goodman On the Exact Variance of Products , 1960 .

[46]  Martin Reuter,et al.  Second-to-fourth digit length, testosterone and spatial ability , 2005 .

[47]  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.

[48]  M. Sobel Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models , 1982 .

[49]  J. Swaddle,et al.  Digit Ratio: A Pointer to Fertility, Behavior, and Health , 2002, Heredity.

[50]  V. Smith,et al.  Monetary rewards and decision cost in experimental economics , 2000 .

[51]  János Kállai,et al.  Spatial navigation related to the ratio of second to fourth digit length in women , 2003 .

[52]  R. Cattell,et al.  Refinement and test of the theory of fluid and crystallized general intelligences. , 1966, Journal of educational psychology.