IDEAS home Printed from https://ideas.repec.org/p/inn/wpaper/2021-24.html
   My bibliography  Save this paper

The formation of risk preferences through small-scale events

Author

Listed:
  • Silvia Angerer
  • E. Glenn Dutcher
  • Daniela Glätzle-Rützler
  • Philipp Lergetporer
  • Matthias Sutter

Abstract

Large, macroeconomic shocks in the past have been shown to influence economic decisions in the present. We study in an experiment with 743 subjects whether small-scale, seemingly negligible, events also affect the formation of risk preferences. In line with a reinforcement learning model, we find that subjects who won a random lottery took significantly more risk in a second lottery almost a year later. The same pattern emerges in another experiment with 136 subjects where the second lottery was played more than three years after the first lottery. So, small-scale, random, events affect the formation of risk preferences significantly.

Suggested Citation

  • Silvia Angerer & E. Glenn Dutcher & Daniela Glätzle-Rützler & Philipp Lergetporer & Matthias Sutter, 2021. "The formation of risk preferences through small-scale events," Working Papers 2021-24, Faculty of Economics and Statistics, Universität Innsbruck.
  • Handle: RePEc:inn:wpaper:2021-24
    as

    Download full text from publisher

    File URL: https://www2.uibk.ac.at/downloads/c9821000/wpaper/2021-24.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Bart H.H. Golsteyn & Hans Grönqvist & Lena Lindahl, 2014. "Adolescent Time Preferences Predict Lifetime Outcomes," Economic Journal, Royal Economic Society, vol. 124(580), pages 739-761, November.
    2. John A. List & Ragan Petrie & Anya Samek, 2023. "How Experiments with Children Inform Economics," Journal of Economic Literature, American Economic Association, vol. 61(2), pages 504-564, June.
    3. Fabian Kosse & Thomas Deckers & Pia Pinger & Hannah Schildberg-Hörisch & Armin Falk, 2020. "The Formation of Prosociality: Causal Evidence on the Role of Social Environment," Journal of Political Economy, University of Chicago Press, vol. 128(2), pages 434-467.
    4. Necker, Sarah & Ziegelmeyer, Michael, 2016. "Household risk taking after the financial crisis," The Quarterly Review of Economics and Finance, Elsevier, vol. 59(C), pages 141-160.
    5. Allcott, Hunt & Boxell, Levi & Conway, Jacob & Gentzkow, Matthew & Thaler, Michael & Yang, David, 2020. "Polarization and public health: Partisan differences in social distancing during the coronavirus pandemic," Journal of Public Economics, Elsevier, vol. 191(C).
    6. Matthias Sutter & Martin G. Kocher & Daniela Glätzle-Rützler & Stefan T. Trautmann, 2013. "Impatience and Uncertainty: Experimental Decisions Predict Adolescents' Field Behavior," American Economic Review, American Economic Association, vol. 103(1), pages 510-531, February.
    7. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    8. Benjamin Enke & Frederik Schwerter & Florian Zimmermann, 2019. "Associative Memory and Belief Formation," CESifo Working Paper Series 7916, CESifo.
    9. Armin Falk & Fabian Kosse & Pia Pinger & Hannah Schildberg-Hörisch & Thomas Deckers, 2021. "Socioeconomic Status and Inequalities in Children’s IQ and Economic Preferences," Journal of Political Economy, University of Chicago Press, vol. 129(9), pages 2504-2545.
    10. Soo Hong Chew & Wei Huang & Xiaojian Zhao, 2020. "Motivated False Memory," Journal of Political Economy, University of Chicago Press, vol. 128(10), pages 3913-3939.
    11. Florian Zimmermann, 2020. "The Dynamics of Motivated Beliefs," American Economic Review, American Economic Association, vol. 110(2), pages 337-361, February.
    12. Ido Erev & Eyal Ert & Alvin E. Roth, 2010. "Erev, I. et al . A Choice Prediction Competition for Market Entry Games: An Introduction. Games 2010, 1 , 117-136," Games, MDPI, vol. 1(3), pages 1-5, July.
    13. Guiso, Luigi & Sapienza, Paola & Zingales, Luigi, 2018. "Time varying risk aversion," Journal of Financial Economics, Elsevier, vol. 128(3), pages 403-421.
    14. 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.
    15. Marco Castillo & John A. List & Ragan Petrie & Anya Samek, 2020. "Detecting Drivers of Behavior at an Early Age: Evidence from a Longitudinal Field Experiment," NBER Working Papers 28288, National Bureau of Economic Research, Inc.
    16. Roland Bénabou & Jean Tirole, 2005. "Self-Confidence and Personal Motivation," International Economic Association Series, in: Bina Agarwal & Alessandro Vercelli (ed.), Psychology, Rationality and Economic Behaviour, chapter 2, pages 19-57, Palgrave Macmillan.
    17. Loomes, Graham & Sugden, Robert, 1982. "Regret Theory: An Alternative Theory of Rational Choice under Uncertainty," Economic Journal, Royal Economic Society, vol. 92(368), pages 805-824, December.
    18. James J. Heckman, 2008. "Schools, Skills, And Synapses," Economic Inquiry, Western Economic Association International, vol. 46(3), pages 289-324, July.
    19. Dohmen, Thomas & Lehmann, Hartmut & Pignatti, Norberto, 2016. "Time-varying individual risk attitudes over the Great Recession: A comparison of Germany and Ukraine," Journal of Comparative Economics, Elsevier, vol. 44(1), pages 182-200.
    20. Gary Charness & Uri Gneezy, 2010. "Portfolio Choice And Risk Attitudes: An Experiment," Economic Inquiry, Western Economic Association International, vol. 48(1), pages 133-146, January.
    21. Roth, Alvin E. & Erev, Ido, 1995. "Learning in extensive-form games: Experimental data and simple dynamic models in the intermediate term," Games and Economic Behavior, Elsevier, vol. 8(1), pages 164-212.
    22. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    23. Peter Schwardmann & Joël van der Weele, 2016. "Deception and Self-Deception," Tinbergen Institute Discussion Papers 16-012/I, Tinbergen Institute.
    24. Camille Terrier & Daniel L. Chen & Matthias Sutter, 2021. "COVID-19 within families amplifies the prosociality gap between adolescents of high and low socioeconomic status," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(46), pages 2110891118-, November.
    25. David J. Cooper & John H. Kagel, 2005. "Are Two Heads Better Than One? Team versus Individual Play in Signaling Games," American Economic Review, American Economic Association, vol. 95(3), pages 477-509, June.
    26. Alexander Cappelen & John List & Anya Samek & Bertil Tungodden, 2020. "The Effect of Early-Childhood Education on Social Preferences," Journal of Political Economy, University of Chicago Press, vol. 128(7), pages 2739-2758.
    27. Schneider, Sebastian O. & Sutter, Matthias, 2020. "Higher Order Risk Preferences: Experimental Measures, Determinants and Related Field Behavior," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224643, Verein für Socialpolitik / German Economic Association.
    28. Bonin, Holger & Dohmen, Thomas & Falk, Armin & Huffman, David & Sunde, Uwe, 2007. "Cross-sectional earnings risk and occupational sorting: The role of risk attitudes," Labour Economics, Elsevier, vol. 14(6), pages 926-937, December.
    29. 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.
    30. Saucet, Charlotte & Villeval, Marie Claire, 2019. "Motivated memory in dictator games," Games and Economic Behavior, Elsevier, vol. 117(C), pages 250-275.
    31. Schneider, Sebastian O. & Sutter, Matthias, 2020. "Higher Order Risk Preferences: New Experimental Measures, Determinants and Field Behavior," IZA Discussion Papers 13646, Institute of Labor Economics (IZA).
    32. Marco Caliendo & Frank Fossen & Alexander Kritikos, 2009. "Risk attitudes of nascent entrepreneurs–new evidence from an experimentally validated survey," Small Business Economics, Springer, vol. 32(2), pages 153-167, February.
    33. Gary Charness & Thomas Garcia & Theo Offerman & Marie Claire Villeval, 2020. "Do measures of risk attitude in the laboratory predict behavior under risk in and outside of the laboratory?," Journal of Risk and Uncertainty, Springer, vol. 60(2), pages 99-123, April.
    34. Daniel Ellsberg, 1961. "Risk, Ambiguity, and the Savage Axioms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 75(4), pages 643-669.
    35. Steven D Levitt, 2021. "Heads or Tails: The Impact of a Coin Toss on Major Life Decisions and Subsequent Happiness," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(1), pages 378-405.
    36. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2012. "The Intergenerational Transmission of Risk and Trust Attitudes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(2), pages 645-677.
    37. Ido Erev & Eyal Ert & Alvin E. Roth, 2010. "A Choice Prediction Competition for Market Entry Games: An Introduction," Games, MDPI, vol. 1(2), pages 1-20, May.
    38. Gilboa, Itzhak & Postlewaite, Andrew & Samuelson, Larry, 2016. "Memorable consumption," Journal of Economic Theory, Elsevier, vol. 165(C), pages 414-455.
    39. Sutter, Matthias & Zoller, Claudia & Glätzle-Rützler, Daniela, 2019. "Economic behavior of children and adolescents – A first survey of experimental economics results," European Economic Review, Elsevier, vol. 111(C), pages 98-121.
    40. David Cooper & John H. Kagel, 2003. "Lessons Learned: Generalizing Learning Across Games," American Economic Review, American Economic Association, vol. 93(2), pages 202-207, May.
    41. Ted O'Donoghue & Jason Somerville, 2018. "Modeling Risk Aversion in Economics," Journal of Economic Perspectives, American Economic Association, vol. 32(2), pages 91-114, Spring.
    42. Loewenstein, George, 1987. "Anticipation and the Valuation of Delayed Consumption," Economic Journal, Royal Economic Society, vol. 97(387), pages 666-684, September.
    43. Roland Bénabou & Jean Tirole, 2016. "Mindful Economics: The Production, Consumption, and Value of Beliefs," Journal of Economic Perspectives, American Economic Association, vol. 30(3), pages 141-164, Summer.
    44. Alan, Sule & Baydar, Nazli & Boneva, Teodora & Crossley, Thomas F. & Ertac, Seda, 2017. "Transmission of risk preferences from mothers to daughters," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 60-77.
    45. Charlotte Saucet & Marie Claire Villeval, 2019. "Motivated memory in dictator games," Post-Print halshs-02193604, HAL.
    46. Castillo, Marco & Jordan, Jeffrey L. & Petrie, Ragan, 2018. "Children’s rationality, risk attitudes and field behavior," European Economic Review, Elsevier, vol. 102(C), pages 62-81.
    47. Samek, Anya & Gray, Andre & Datar, Ashlesha & Nicosia, Nancy, 2021. "Adolescent time and risk preferences: Measurement, determinants and field consequences," Journal of Economic Behavior & Organization, Elsevier, vol. 184(C), pages 460-488.
    48. Weber, Roberto A., 2003. "'Learning' with no feedback in a competitive guessing game," Games and Economic Behavior, Elsevier, vol. 44(1), pages 134-144, July.
    49. Sule Alan & Seda Ertac, 2018. "Fostering Patience in the Classroom: Results from Randomized Educational Intervention," Journal of Political Economy, University of Chicago Press, vol. 126(5), pages 1865-1911.
    50. Charlotte Saucet & Marie Claire Villeval, 2019. "Motivated Memory in Dictator Games," Working Papers halshs-01981626, HAL.
    51. Richard Karlsson Linnér & Pietro Biroli & Edward Kong & S. Fleur W. Meddens & Robee Wedow & Mark Alan Fontana & Maël Lebreton & Abdel Abdellaoui & Anke R. Hammerschlag & Michel G. Nivard & Aysu Okba, 2018. "Genome-wide association analyses of risk tolerance and risky behaviors in over one million individuals identify hundreds of loci and shared genetic influences," Working Papers 2018-087, Human Capital and Economic Opportunity Working Group.
    52. Peter Schwardmann & Joël van der Weele, 2019. "Deception and self-deception," Nature Human Behaviour, Nature, vol. 3(10), pages 1055-1061, October.
    53. Ernst Fehr & Helen Bernhard & Bettina Rockenbach, 2008. "Egalitarianism in young children," Nature, Nature, vol. 454(7208), pages 1079-1083, August.
    54. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Breitkopf, Laura & Chowdhury, Shyamal K. & Priyam, Shambhavi & Schildberg-Hörisch, Hannah & Sutter, Matthias, 2020. "Do economic preferences of children predict behavior?," DICE Discussion Papers 342, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    2. Breitkopf, Laura & Chowdhury, Shyamal & Priyam, Shambhavi & Schildberg-Hörisch, Hannah & Sutter, Matthias, 2024. "Do Economic Preferences of Children Predict Behavior?," IZA Discussion Papers 16834, Institute of Labor Economics (IZA).
    3. Laura Breitkopf & Shyamal Chowdhury & Shambhavi Priyam & Hannah Schildberg-Hörisch & Matthias Sutter, 2024. "Do economic preferences of children predict behavior?," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2024_09, Max Planck Institute for Research on Collective Goods.
    4. Laura Breitkopf & Shyamal Chowdhury & Shambhavi Priyam & Hannah Schildberg-Hörisch & Matthias Sutter, 2024. "Do Economic Preferences of Children Predict Behavior?," CESifo Working Paper Series 10988, CESifo.
    5. Zimmermann, Klaus F. & Chowdhury, Shyamal & Sutter, Matthias, 2020. "Economic preferences across generations and family clusters: A large-scale experiment," CEPR Discussion Papers 14998, C.E.P.R. Discussion Papers.
    6. Sutter, Matthias & Zoller, Claudia & Glätzle-Rützler, Daniela, 2019. "Economic behavior of children and adolescents – A first survey of experimental economics results," European Economic Review, Elsevier, vol. 111(C), pages 98-121.
    7. Chowdhury, Shyamal & Sutter, Matthias & Zimmermann, Klaus F., 2018. "Evaluating intergenerational persistence of economic preferences: A large scale experiment with families in Bangladesh," Discussion Papers 270848, University of Bonn, Center for Development Research (ZEF).
    8. Matthias Sutter & Michael Weyland & Anna Untertrifaller & Manuel Froitzheim & Sebastian O. Schneider, 2020. "Financial literacy, risk and time preferences – Results from a randomized educational intervention," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2023_03, Max Planck Institute for Research on Collective Goods.
    9. Matthias Sutter & Michael Weyland & Anna Untertrifaller & Manuel Froitzheim, 2020. "Financial Literacy, Risk and Time Preferences - Results from a Randomized Educational Intervention," CESifo Working Paper Series 8489, CESifo.
    10. Matthias Sutter & Michael Weyland & Anna Untertrifaller & Manuel Froitzheim & Sebastian O. Schneider, 2023. "Financial Literacy, Experimental Preference Measures and Field Behavior – A Randomized Educational Intervention," ECONtribute Discussion Papers Series 229, University of Bonn and University of Cologne, Germany.
    11. Falk, Armin & Kosse, Fabian & Schildberg-Hörisch, Hannah & Zimmermann, Florian, 2023. "Self-assessment: The role of the social environment," Journal of Public Economics, Elsevier, vol. 223(C).
    12. Etienne Dagorn & David Masclet & Thierry Penard, 2022. "The Behavioral Determinants of School Achievement: A Lab in the Field Experiment in Middle School," Economics Working Paper Archive (University of Rennes & University of Caen) 2022-05, Center for Research in Economics and Management (CREM), University of Rennes, University of Caen and CNRS.
    13. Tim Friehe & Markus Pannenberg, 2020. "Time preferences and political regimes: evidence from reunified Germany," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 349-387, January.
    14. Horn, Dániel & Kiss, Hubert János & Lénárd, Tünde, 2022. "Gender differences in preferences of adolescents: Evidence from a large-scale classroom experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 478-522.
    15. Siddique, Abu, 2024. "Behavioral consequences of religious schooling," Journal of Development Economics, Elsevier, vol. 167(C).
    16. Bašić, Zvonimir & Bortolotti, Stefania & Salicath, Daniel & Schmidt, Stefan & Schneider, Sebastian O. & Sutter, Matthias, 2024. "One Size Fits All? The Interplay of Incentives, Effort Provision, and Personality," IZA Discussion Papers 17287, Institute of Labor Economics (IZA).
    17. Fabian Kosse & Thomas Deckers & Pia Pinger & Hannah Schildberg-Hörisch & Armin Falk, 2020. "The Formation of Prosociality: Causal Evidence on the Role of Social Environment," Journal of Political Economy, University of Chicago Press, vol. 128(2), pages 434-467.
    18. Ester Faia & Andreas Fuster & Vincenzo Pezone & Basit Zafar, 2024. "Biases in Information Selection and Processing: Survey Evidence from the Pandemic," The Review of Economics and Statistics, MIT Press, vol. 106(3), pages 829-847, May.
    19. Banerjee, Ritwik & Gupta, Nabanita Datta & Villeval, Marie Claire, 2020. "Feedback spillovers across tasks, self-confidence and competitiveness," Games and Economic Behavior, Elsevier, vol. 123(C), pages 127-170.
    20. Lena Detlefsen & Andreas Friedl & Katharina Lima de Miranda & Ulrich Schmidt & Matthias Sutter, 2018. "Are economic preferences shaped by the family context? The impact of birth order and siblings’ sex composition on economic preferences," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2018_12, Max Planck Institute for Research on Collective Goods.

    More about this item

    Keywords

    Reinforcement learning; risk preferences; preference formation; experiment;
    All these keywords.

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inn:wpaper:2021-24. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Janette Walde (email available below). General contact details of provider: https://edirc.repec.org/data/fuibkat.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.