Misclassifications in financial risk tolerance

References

• Bechara, A., and H. Damasio. 2002. “Decision-making and Addiction (Part I): Impaired Activation of Somatic States in Substance Dependent Individuals When Pondering Decisions with Negative Future Consequences.” Neuropsychologia 40: 1675–1689.10.1016/S0028-3932(02)00015-5
   PubMed Web of Science ®Google Scholar
• Bechara, A., and A. R. Damasio. 2005. “The Somatic Marker Hypothesis: A Neural Theory of Economic Decision.” Games and Economic Behavior 52: 336–372.10.1016/j.geb.2004.06.010
   Web of Science ®Google Scholar
• Bechara, A., H. Damasio, D. Tranel, and A. R. Damasio. 1997. “Deciding Advantageously before Knowing the Advantageous Strategy.” Science 275: 1293–1295.10.1126/science.275.5304.1293
   PubMed Web of Science ®Google Scholar
• Bechara, A., H. Damasio, D. Tranel, and A. R. Damasio. 2005. “The Iowa Gambling Task and the Somatic Marker Hypothesis: Some Questions and Answers.” Trends in Cognitive Sciences 9: 159–162.10.1016/j.tics.2005.02.002
   PubMed Web of Science ®Google Scholar
• Bradley, A. P. 1997. “The Use of the Area under the ROC Curve in the Evaluation of Machine Learning Algorithms.” Pattern Recognition 30 (7): 1145–1159.10.1016/S0031-3203(96)00142-2
   Web of Science ®Google Scholar
• Breiman, L., J. Friedman, R. Olshen, and C. Stone. 1984. Classification and Regression Trees. Belmont, CA: Wadsworth International Group.
   Google Scholar
• Brighetti, G., and C. Lucarelli. 2013. “Does Gender Influence Risk Attitude and Ambiguity Aversion? When Psycho-physiological Measurements Contradict Social Beliefs.” http://ssrn.com/abstract=2265502 or http://dx.doi.org/10.2139/ssrn.2265502.
   Google Scholar
• Brockett, P. L., and Y. Kahane. 1992. “Risk, Return, Skewness and Preference.” Management Science 38: 854–860.
   Web of Science ®Google Scholar
• Callam, A. 2010. “Drone Wars: Armed Unmanned Aerial Vehicles.” International Affairs Review XVIII (3). http://www.iar-gwu.org/node/144.
   Google Scholar
• Damasio, A. R. 1994. Descartes Error: Emotion, Reason and the Human Brain. New York: Avon Books.
   Google Scholar
• Davey, G., and P. Resnik. 2008. Risk Tolerance, Risk Profiling and the Financial Planning Process. FinaMetrica. http://www.riskprofiling.com.
   Google Scholar
• Dunn, B. D., T. Dalgleish, and A. D. Lawrence. 2006. “The Somatic Marker Hypothesis: A Critical Evaluation.” Neuroscience and Biobehavioral Reviews 30: 239–271.10.1016/j.neubiorev.2005.07.001
   PubMed Web of Science ®Google Scholar
• Egan, J. P. 1975. Signal Detection Theory and ROC Analysis. New York: Academic Press.
   Google Scholar
• Eiser, J. R., and M. P. White. 2006. A Psychological Approach to Understanding How Trust is Built and Lost in the Context of Risk. SCARR Working Paper, No. 12.
   Google Scholar
• ESMA. 2012. Guidelines on Certain Aspects of the MiFID Suitability Requirements. Final Report.
   Google Scholar
• Figner, B., and R. O. Murphy. 2011. “Using Skin Conductance in Judgment and Decision Making Research.” In A Handbook of Process Tracing Methods for Decision Research, edited by M. Schulte-Mecklenbeck, A. Kuehberger, and R. Ranyard, 163–184. New York: Psychology Press.
   Google Scholar
• Gooding, A. E. 1975. “Quantification of Investors’ Perceptions of Common Stocks: Risk and Return Dimensions.” The Journal of Finance 30: 1301–1316.10.1111/j.1540-6261.1975.tb01057.x
   Web of Science ®Google Scholar
• Grable, J. E., and R. H. Lytton. 1999. “Financial Risk Tolerance Revisited: The Development of a Risk Assessment Instrument.” Financial Services Review 8: 163–181.10.1016/S1057-0810(99)00041-4
   Google Scholar
• Grable, J. E., and R. H. Lytton. 2003. “The Development of a Risk Assessment Instrument: A Follow-up Study.” Financial Services Review 12: 257–274.
   Google Scholar
• Green, D. M., and J. A. Swets. 1966. Signal Detection Theory and Psychophysics. New York: Wiley.
   Google Scholar
• Grossberg, S., and W. Gutowski. 1987. “Neural Dynamics of Decision Making under Risk: Affective Balance and Cognitive-emotional Interactions.” Psychological Review 94: 300–318.10.1037/0033-295X.94.3.300
   PubMed Web of Science ®Google Scholar
• Han, S., J. S. Lerner, and D. Keltner. 2007. “Feelings and Consumer Decision Making: The Appraisal-tendency Framework.” Journal of Consumer Psychology 17 (3): 158–168.10.1016/S1057-7408(07)70023-2
   Web of Science ®Google Scholar
• Hessl, D., S. Rivera, K. Koldewyn, L. Cordeiro, J. Adams, F. Tassone, P. J. Hagerman, and R. J. Hagerman. 2007. “Amygdala Dysfunction in Men with the Fragile X Premutation.” Brain 130: 404–416.10.1093/brain/awl338
   PubMed Web of Science ®Google Scholar
• Kahneman, D., and A. Tversky. 1979. “Prospect Theory: An Analysis of Decision under Risk.” Econometrica 47: 263–291.10.2307/1914185
   Web of Science ®Google Scholar
• Kinnear, N., S. W. Kelly, S. Stradling, and J. Thomson. 2013. “Understanding How Drivers Learn to Anticipate Risk on the Road: A Laboratory Experiment of Affective Anticipation of Road Hazards.” Accident Analysis and Prevention 50: 1025–1033.10.1016/j.aap.2012.08.008
   PubMed Web of Science ®Google Scholar
• Lerner, J. S., and D. Keltner. 2001. “Fear, Anger, and Risk.” Journal of Personality and Social Psychology 81: 146–159.10.1037/0022-3514.81.1.146
   PubMed Web of Science ®Google Scholar
• Levy, I., J. Snell, A. J. Nelson, A. Rustichini, and P. W. Glimcher. 2010. “Neural Representation of Subjective Value under Risk and Ambiguity.” Journal of Neurophysiology 103 (2): 1036–1047.10.1152/jn.00853.2009
   PubMed Web of Science ®Google Scholar
• Linciano, N., and P. Soccorso. 2012. Assessing Investors’ Risk Tolerance through a Questionnaire. CONSOB Discussion Paper No. 4. SSRN: http://dx.doi.org/10.2139/ssrn.2207958.
   Google Scholar
• Lo, A. W., and D. V. Repin. 2002. “The Psychophysiology of Real-time Financial Risk Processing.” Journal of Cognitive Neuroscience 14: 323–339.10.1162/089892902317361877
   PubMed Web of Science ®Google Scholar
• Lo, A. W., D. V. Repin, and B. N. Steenbarger. 2005. “Fear and Greed in Financial Markets: A Clinical Study of Day-traders.” American Economic Review 95: 352–359.10.1257/000282805774670095
   Web of Science ®Google Scholar
• Loewenstein, G. 2000. “Emotions in Economic Theory and Economic Behavior.” American Economic Review 90: 426–432.10.1257/aer.90.2.426
   Web of Science ®Google Scholar
• Loewenstein, G., and J. S. Lerner. 2003. “The Role of Affect in Decision Making.” In Handbook of Affective Science, edited by R. Davidson, K. Scherer, and H. Goldsmith, 619–642. New York: Oxford University Press.
   Google Scholar
• Loewenstein, G. F., E. U. Weber, C. K. Hsee, and N. Welch. 2001. “Risk as Feelings.” Psychological Bulletin 127: 267–286.10.1037/0033-2909.127.2.267
   PubMed Web of Science ®Google Scholar
• Loftedt, R. E. 2010. “Risk Communication Guidelines for Europe: A Modest Proposition.” Journal of Risk Research 13 (1): 87–109.
   Web of Science ®Google Scholar
• Marinelli, N., and C. Mazzoli. 2012. Risk Profiling and Current Suitability Practices: What Can Be Learned from a Sample of Italian Householders. SSRN: http://dx.doi.org/10.2139/ssrn.2169877.
   Google Scholar
• Markowitz, H. 1952. “Portfolio Selection.” The Journal of Finance 7: 77–91.
   Web of Science ®Google Scholar
• Mason, M. F., M. I. Norton, J. D. Van Horn, D. M. Wegner, S. T. Grafton, and C. N. Macrae. 2007. “Wandering Minds: The Default Network and Stimulus-independent Thought.” Science 315: 393–395.10.1126/science.1131295
   PubMed Web of Science ®Google Scholar
• McInish, T. H. 1982. “Individual Investors and Risk-taking.” Journal of Economic Psychology 2: 125–136.10.1016/0167-4870(82)90030-7
   Web of Science ®Google Scholar
• Nandrino, J.-L., G. Berna, P. Hot, V. Dodin, J. Latrée, S. Decharles, and H. Sequeira. 2012. “Cognitive and Physiological Dissociations in Response to Emotional Pictures in Patients with Anorexia.” Journal of Psychosomatic Research 72: 58–64.10.1016/j.jpsychores.2011.11.003
   PubMed Web of Science ®Google Scholar
• Nicholson, N., E. Soane, M. Fenton-O’Creevy, and P. Willman. 2005. “Personality and Domain-specific Risk Taking.” Journal of Risk Research 8: 157–176.10.1080/1366987032000123856
   Web of Science ®Google Scholar
• Olsen, R. A. 2001. “Behavioral Finance as Science: Implications from the Research of Paul Slovic.” The Journal of Behavioral Finance 2: 157–159.
   Google Scholar
• Peters, E., and P. Slovic. 2000. “The Springs of Action: Affective and Analytical Information Processing in Choice.” Personality and Social Psychology Bulletin 26: 1465–1475.10.1177/01461672002612002
   Web of Science ®Google Scholar
• Riley, W. B., and K. V. Chow. 1992. “Asset Allocation and Individual Risk Aversion.” Financial Analysts Journal 48: 32–37.10.2469/faj.v48.n6.32
   Google Scholar
• Scott, R. C., and P. A. Horvath. 1980. “On the Direction of Preference for Moments of Higher Order than the Variance.” The Journal of Finance 35: 915–919.10.1111/j.1540-6261.1980.tb03509.x
   Web of Science ®Google Scholar
• Shefrin, H., and M. Statman. 2000. “Behavioral Portfolio Theory.” The Journal of Financial and Quantitative Analysis 35: 127–151.10.2307/2676187
   Web of Science ®Google Scholar
• Shiv, B., G. Loewenstein, A. Bechara, and H. Damasio. 2005. “Investment Behavior and the Negative Side of Emotion.” Psychological Science 16: 435–439.
   PubMed Web of Science ®Google Scholar
• Starcke, K., B. Tuschen-Caffier, H.-J. Markowitsch, and M. Brand. 2009. “Skin Conductance Responses during Decisions in Ambiguous and Risky Situations in Obsessive-compulsive Disorder.” Cognitive Neuropsychiatry 14 (3): 199–216.10.1080/13546800902996831
   PubMedGoogle Scholar
• St. John, M., D. A. Kobus, J. G. Morrison, and D. D. Schmorrow. 2007. Overview of the DARPA Augmented Cognition Technical Integration Experiment. Report Documentation Page. San Diego, CA: Pacific Science & Engineering Group.
   Google Scholar
• Von Neumann, J., and O. Morgenstern. 1944. Theory of Games and Economic Behaviour. Princeton, NJ: Princeton University Press.
   Google Scholar
• Weber, E. U., A. Blais, and N. E. Betz. 2002. “A Domain-specific Risk-attitude Scale: Measuring Risk Perceptions and Risk Behaviors.” Journal of Behavioral Decision Making 15: 263–290.10.1002/(ISSN)1099-0771
   Web of Science ®Google Scholar
• Weber, E. U., and E. J. Johnson. 2009. “Mindful Judgment and Decision Making.” Annual Review of Psychology 60: 53–85.10.1146/annurev.psych.60.110707.163633
   PubMed Web of Science ®Google Scholar
• Zuckerman, M. 1994. Behavioural Expressions and Biosocial Bases of Sensation Seeking. Cambridge: Cambridge University Press.
   Google Scholar