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Do Professionals Get It Right? Limited Attention and Risk‐taking Behaviour

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  • Reto Foellmi
  • Stefan Legge
  • Lukas Schmid

Abstract

Does information processing affect individual risk-taking behavior? In this paper, we provide evidence that professional athletes suffer from a left-digit bias when dealing with signals about differences in performance. Using data from the highly competitive field of World Cup alpine skiing for the period of 1992-2014, we show that athletes misinterpret actual differences in race times by focusing on the leftmost digit, resulting in increased risk-taking behavior. For the estimation of causal effects, we exploit the fact that tiny time differences can be attributed to random shocks. We link our findings to prior research in psychology and economics, suggesting that different ways of information processing can explain our results. In contrast to recent studies in the field of behavioral economics, we then argue that high stakes and individual experience can magnify behavioral biases.
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  • Reto Foellmi & Stefan Legge & Lukas Schmid, 2016. "Do Professionals Get It Right? Limited Attention and Risk‐taking Behaviour," Economic Journal, Royal Economic Society, vol. 0(592), pages 724-755, May.
  • Handle: RePEc:wly:econjl:v::y:2016:i:592:p:724-755
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    File URL: https://hdl.handle.net/10.1111/ecoj.2016.126.issue-592
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    1. Jennifer Brown, 2011. "Quitters Never Win: The (Adverse) Incentive Effects of Competing with Superstars," Journal of Political Economy, University of Chicago Press, vol. 119(5), pages 982-1013.
    2. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    3. John A. List, 2011. "Does Market Experience Eliminate Market Anomalies? The Case of Exogenous Market Experience," American Economic Review, American Economic Association, vol. 101(3), pages 313-317, May.
    4. Raj Chetty & Adam Looney & Kory Kroft, 2009. "Salience and Taxation: Theory and Evidence," American Economic Review, American Economic Association, vol. 99(4), pages 1145-1177, September.
    5. Victor Stango & Jonathan Zinman, 2014. "Limited and Varying Consumer Attention: Evidence from Shocks to the Salience of Bank Overdraft Fees," The Review of Financial Studies, Society for Financial Studies, vol. 27(4), pages 990-1030.
    6. Nicola Lacetera & Devin G. Pope & Justin R. Sydnor, 2012. "Heuristic Thinking and Limited Attention in the Car Market," American Economic Review, American Economic Association, vol. 102(5), pages 2206-2236, August.
    7. Dohmen, Thomas J., 2008. "Do professionals choke under pressure?," Journal of Economic Behavior & Organization, Elsevier, vol. 65(3-4), pages 636-653, March.
    8. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2011. "Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences," Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 522-550, June.
    9. Lei Feng & Mark Seasholes, 2005. "Do Investor Sophistication and Trading Experience Eliminate Behavioral Biases in Financial Markets?," Review of Finance, Springer, vol. 9(3), pages 305-351, September.
    10. Alison L. Booth & Patrick Nolen, 2012. "Gender differences in risk behaviour: does nurture matter?," Economic Journal, Royal Economic Society, vol. 122(558), pages 56-78, February.
    11. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    12. David Gill & Victoria Prowse, 2012. "A Structural Analysis of Disappointment Aversion in a Real Effort Competition," American Economic Review, American Economic Association, vol. 102(1), pages 469-503, February.
    13. Sendhil Mullainathan & Joshua Schwartzstein & Andrei Shleifer, 2008. "Coarse Thinking and Persuasion," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 577-619.
    14. Frölich, Markus, 2007. "Regression Discontinuity Design with Covariates," IZA Discussion Papers 3024, Institute of Labor Economics (IZA).
    15. Xavier Gabaix & David Laibson, 2018. "Shrouded attributes, consumer myopia and information suppression in competitive markets," Chapters, in: Victor J. Tremblay & Elizabeth Schroeder & Carol Horton Tremblay (ed.), Handbook of Behavioral Industrial Organization, chapter 3, pages 40-74, Edward Elgar Publishing.
    16. Devin G. Pope & Maurice E. Schweitzer, 2011. "Is Tiger Woods Loss Averse? Persistent Bias in the Face of Experience, Competition, and High Stakes," American Economic Review, American Economic Association, vol. 101(1), pages 129-157, February.
    17. Eric Anderson & Duncan Simester, 2003. "Effects of $9 Price Endings on Retail Sales: Evidence from Field Experiments," Quantitative Marketing and Economics (QME), Springer, vol. 1(1), pages 93-110, March.
    18. Barnea, Amir & Cronqvist, Henrik & Siegel, Stephan, 2010. "Nature or nurture: What determines investor behavior?," Journal of Financial Economics, Elsevier, vol. 98(3), pages 583-604, December.
    19. Meghan R. Busse & Nicola Lacetera & Devin G. Pope & Jorge Silva-Risso & Justin R. Sydnor, 2013. "Estimating the Effect of Salience in Wholesale and Retail Car Markets," American Economic Review, American Economic Association, vol. 103(3), pages 575-579, May.
    20. Amy Finkelstein, 2009. "E-ztax: Tax Salience and Tax Rates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 969-1010.
    21. Lei Feng & Mark S. Seasholes, 2005. "Do Investor Sophistication and Trading Experience Eliminate Behavioral Biases in Financial Markets?," Review of Finance, European Finance Association, vol. 9(3), pages 305-351.
    22. Ulrike Malmendier & Stefan Nagel, 2011. "Depression Babies: Do Macroeconomic Experiences Affect Risk Taking?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 373-416.
    23. John A. List, 2004. "Neoclassical Theory Versus Prospect Theory: Evidence from the Marketplace," Econometrica, Econometric Society, vol. 72(2), pages 615-625, March.
    24. Englmaier, Florian & Schmöller, Arno & Stowasser, Till, 2013. "Price Discontinuities in an online used Car Market," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79982, Verein für Socialpolitik / German Economic Association.
    25. Ehrenberg, Ronald G & Bognanno, Michael L, 1990. "Do Tournaments Have Incentive Effects?," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1307-1324, December.
    26. David C. Wyld, 2010. "ASecond Lifefor organizations?: managing in the new, virtual world," Management Research Review, Emerald Group Publishing Limited, vol. 33(6), pages 529-562, May.
    27. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    28. Matthew Backus & Tom Blake & Steven Tadelis, 2015. "Cheap Talk, Round Numbers, and the Economics of Negotiation," NBER Working Papers 21285, National Bureau of Economic Research, Inc.
    29. David Cesarini & Christopher T. Dawes & Magnus Johannesson & Paul Lichtenstein & Björn Wallace, 2009. "Genetic Variation in Preferences for Giving and Risk Taking," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 809-842.
    30. Legge, Stefan & Schmid, Lukas, 2013. "Rankings, Random Successes, and Individual Performance," Economics Working Paper Series 1340, University of St. Gallen, School of Economics and Political Science.
    31. Basu, Kaushik, 1997. "Why are so many goods priced to end in nine? And why this practice hurts the producers," Economics Letters, Elsevier, vol. 54(1), pages 41-44, January.
    32. Jennifer Brown & Tanjim Hossain & John Morgan, 2010. "Shrouded Attributes and Information Suppression: Evidence from the Field," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 859-876.
    33. Schindler, Robert M & Kirby, Patrick N, 1997. "Patterns of Rightmost Digits Used in Advertised Prices: Implications for Nine-Ending Effects," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(2), pages 192-201, September.
    34. Steven D. Levitt & John A. List, 2007. "What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World?," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 153-174, Spring.
    35. Lawrence M. Kahn, 2000. "The Sports Business as a Labor Market Laboratory," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 75-94, Summer.
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    Cited by:

    1. Joshua Goodman & Oded Gurantz & Jonathan Smith, 2020. "Take Two! SAT Retaking and College Enrollment Gaps," American Economic Journal: Economic Policy, American Economic Association, vol. 12(2), pages 115-158, May.
    2. Armando N. Meier, 2021. "Emotions and Risk Attitudes," SOEPpapers on Multidisciplinary Panel Data Research 1118, DIW Berlin, The German Socio-Economic Panel (SOEP).
    3. Armando N. Meier, 2019. "Emotions, Risk Attitudes, and Patience," SOEPpapers on Multidisciplinary Panel Data Research 1041, DIW Berlin, The German Socio-Economic Panel (SOEP).
    4. Dainis Zegners & Uwe Sunde & Anthony Strittmatter, 2020. "Decisions and Performance Under Bounded Rationality: A Computational Benchmarking Approach," Papers 2005.12638, arXiv.org, revised Dec 2020.
    5. Christoph Buehren & Martin Gschwend & Alex Krumer, 2022. "Feedback, Gender, and Choking under Pressure: Evidence from Alpine Skiing," MAGKS Papers on Economics 202237, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    6. Bühren, Christoph & Gschwend, Martin & Krumer, Alex, 2024. "Expectations, gender, and choking under pressure: Evidence from alpine skiing," Journal of Economic Psychology, Elsevier, vol. 100(C).
    7. Legge, Stefan & Schmid, Lukas, 2016. "Media attention and betting markets," European Economic Review, Elsevier, vol. 87(C), pages 304-333.
    8. Matthew Gould & Matthew D. Rablen, 2019. "Are World Leaders Loss Averse?," CESifo Working Paper Series 7763, CESifo.
    9. Czibor, Eszter & Claussen, Jörg & van Praag, Mirjam, 2019. "Women in a men’s world: Risk taking in an online card game community," Journal of Economic Behavior & Organization, Elsevier, vol. 158(C), pages 62-89.
    10. Thomas Cyron & Marcel Garz & Norbert Steigenberger, 2024. "Beware the community type: engagement and growth in core vs. open online communities," Small Business Economics, Springer, vol. 62(4), pages 1383-1407, April.
    11. Garz, Marcel, 2018. "Effects of unemployment news on economic perceptions – Evidence from German Federal States," Regional Science and Urban Economics, Elsevier, vol. 68(C), pages 172-190.
    12. Marta Boczoń & Alistair J. Wilson, 2023. "Goals, Constraints, and Transparently Fair Assignments: A Field Study of Randomization Design in the UEFA Champions League," Management Science, INFORMS, vol. 69(6), pages 3474-3491, June.

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    More about this item

    JEL classification:

    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism

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