IDEAS home Printed from https://ideas.repec.org/p/upf/upfgen/934.html
   My bibliography  Save this paper

Risk aversion and embedding bias

Author

Abstract

In Selten (1967) “Strategy Method,” the second mover in the game submits a complete strategy. This basic idea has been exported to nonstrategic experiments, where a participant reports a complete list of contingent decisions, one for each situation or state in a given sequence, out of which one and only one state, randomly selected, will be implemented. In general, the method raises the following concern. If S0 and S1 are two different sequences of states, and state s is in both S0 and S1, would the participant make the same decision in state s when confronted with S0 as when confronted with S1? If not, the experimental results are suspect of suffering from an “embedding bias.” We check for embedding biases in elicitation methods of Charles Holt and Susan Laury (Laury and Holt, 2000, and Holt and Laury, 2002), and of the present authors (Bosch-Domènech and Silvestre, 1999, 2002, 2006a, b) by appropriately chosen replications of the original experiments. We find no evidence of embedding bias in our work. But in Holt and Laury’s method participants tend to switch earlier to the riskier option when later pairs of lotteries are eliminated from the sequence, suggesting the presence of some embedding bias.

Suggested Citation

  • Antoni Bosch-Domènech & Joaquim Silvestre, 2006. "Risk aversion and embedding bias," Economics Working Papers 934, Department of Economics and Business, Universitat Pompeu Fabra.
  • Handle: RePEc:upf:upfgen:934
    as

    Download full text from publisher

    File URL: https://econ-papers.upf.edu/papers/934.pdf
    File Function: Whole Paper
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Antoni Bosch-Domènech & Joaquim Silvestre, 2002. "Reflections on gains and losses: A 2x2x7 experiment," Economics Working Papers 640, Department of Economics and Business, Universitat Pompeu Fabra, revised Feb 2005.
    2. Guth, Werner & Huck, Steffen & Muller, Wieland, 2001. "The Relevance of Equal Splits in Ultimatum Games," Games and Economic Behavior, Elsevier, vol. 37(1), pages 161-169, October.
    3. Schotter Andrew & Weigelt Keith & Wilson Charles, 1994. "A Laboratory Investigation of Multiperson Rationality and Presentation Effects," Games and Economic Behavior, Elsevier, vol. 6(3), pages 445-468, May.
    4. Bosch-Domènech, Antoni & Silvestre, Joaquim, 2010. "Averting risk in the face of large losses: Bernoulli vs. Tversky and Kahneman," Economics Letters, Elsevier, vol. 107(2), pages 180-182, May.
    5. Steffen Anderson & Glenn Harrison & Morten Lau & Rutstrom Elisabet, 2007. "Valuation using multiple price list formats," Applied Economics, Taylor & Francis Journals, vol. 39(6), pages 675-682.
    6. Charles A. Holt & Susan K. Laury, 2005. "Risk Aversion and Incentive Effects: New Data without Order Effects," American Economic Review, American Economic Association, vol. 95(3), pages 902-912, June.
    7. Jordi Brandts & Gary Charness, 2000. "Hot vs. Cold: Sequential Responses and Preference Stability in Experimental Games," Experimental Economics, Springer;Economic Science Association, vol. 2(3), pages 227-238, March.
    8. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    9. Bosch-Domenech, Antoni & Silvestre, Joaquim, 1999. "Does risk aversion or attraction depend on income? An experiment," Economics Letters, Elsevier, vol. 65(3), pages 265-273, December.
    10. Steffen Andersen & Glenn Harrison & Morten Lau & E. Rutström, 2009. "Elicitation using multiple price list formats," Experimental Economics, Springer;Economic Science Association, vol. 12(3), pages 365-366, September.
    11. John Hey & Jinkwon Lee, 2005. "Do Subjects Separate (or Are They Sophisticated)?," Experimental Economics, Springer;Economic Science Association, vol. 8(3), pages 233-265, September.
    12. Susan K. Laury & Charles A. Holt, 2005. "Further Reflections on Prospect Theory," Experimental Economics Center Working Paper Series 2006-23, Experimental Economics Center, Andrew Young School of Policy Studies, Georgia State University.
    13. Antoni Bosch & Joaquim Silvestre, 2003. "Do the Wealthy Risk More Money? An Experimental Comparison," Working Papers 10, Barcelona School of Economics.
    14. Oxoby, Robert J. & McLeish, Kendra N., 2004. "Sequential decision and strategy vector methods in ultimatum bargaining: evidence on the strength of other-regarding behavior," Economics Letters, Elsevier, vol. 84(3), pages 399-405, September.
    15. Timothy N. Cason & Vai-Lam Mui, 1998. "Social Influence in the Sequential Dictator Game," Monash Economics Working Papers archive-37, Monash University, Department of Economics.
    16. Glenn W. Harrison & Eric Johnson & Melayne M. McInnes & E. Elisabet Rutström, 2005. "Risk Aversion and Incentive Effects: Comment," American Economic Review, American Economic Association, vol. 95(3), pages 897-901, June.
    17. Jeannette Brosig & Joachim Weimann & Chun-Lei Yang, 2003. "The Hot Versus Cold Effect in a Simple Bargaining Experiment," Experimental Economics, Springer;Economic Science Association, vol. 6(1), pages 75-90, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mohammed Abdellaoui & Ahmed Driouchi & Olivier L’Haridon, 2011. "Risk aversion elicitation: reconciling tractability and bias minimization," Theory and Decision, Springer, vol. 71(1), pages 63-80, July.
    2. Jordi Brandts & Gary Charness, 2011. "The strategy versus the direct-response method: a first survey of experimental comparisons," Experimental Economics, Springer;Economic Science Association, vol. 14(3), pages 375-398, September.
    3. Aurora García-Gallego & Nikolaos Georgantzís & Ainhoa Jaramillo-Gutiérrez & Melanie Parravano, 2010. "The SGG risk elicitation task:Implementation and results," ThE Papers 10/07, Department of Economic Theory and Economic History of the University of Granada..
    4. Jacquemet, Nicolas & Rullière, Jean-Louis & Vialle, Isabelle, 2008. "Monitoring optimistic agents," Journal of Economic Psychology, Elsevier, vol. 29(5), pages 698-714, November.
    5. Antoni Bosch-Domènech & Joaquim Silvestre, 2006. "Reflections on gains and losses: A 2 × 2 × 7 experiment," Journal of Risk and Uncertainty, Springer, vol. 33(3), pages 217-235, December.
    6. Chen, Daniel L. & Schonger, Martin, 2016. "A Theory of Experiments: Invariance of Equilibrium to the Strategy Method of Elicitation and Implications for Social Preferences," IAST Working Papers 16-54, Institute for Advanced Study in Toulouse (IAST), revised Feb 2020.
    7. Aurora García-Gallego & Nikolaos Georgantzís & Ainhoa Jaramillo-Gutiérrez & Melanie Parravano, 2010. "The lottery-panel task for bi-dimensional parameter-free elicitation of risk attitudes," ThE Papers 10/12, Department of Economic Theory and Economic History of the University of Granada..

    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. Antoni Bosch-Domènech & Joaquim Silvestre, 2013. "Measuring risk aversion with lists: a new bias," Theory and Decision, Springer, vol. 75(4), pages 465-496, October.
    2. Antoni Bosch-Domènech & Joaquim Silvestre, 2013. "Measuring risk aversion with lists: a new bias," Theory and Decision, Springer, vol. 75(4), pages 465-496, October.
    3. Chakravarty, Sugato & Jain, Pankaj & Upson, James & Wood, Robert, 2012. "Clean Sweep: Informed Trading through Intermarket Sweep Orders," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(2), pages 415-435, April.
    4. Mikhail Drugov & John Hamman & Danila Serra, 2014. "Intermediaries in corruption: an experiment," Experimental Economics, Springer;Economic Science Association, vol. 17(1), pages 78-99, March.
    5. Nagore Iriberri & Pedro Rey-Biel, 2011. "The role of role uncertainty in modified dictator games," Experimental Economics, Springer;Economic Science Association, vol. 14(2), pages 160-180, May.
    6. Jordi Brandts & Gary Charness, 2011. "The strategy versus the direct-response method: a first survey of experimental comparisons," Experimental Economics, Springer;Economic Science Association, vol. 14(3), pages 375-398, September.
    7. Bosch-Domènech, Antoni & Silvestre, Joaquim, 2010. "Averting risk in the face of large losses: Bernoulli vs. Tversky and Kahneman," Economics Letters, Elsevier, vol. 107(2), pages 180-182, May.
    8. Kerri Brick & Martine Visser & Justine Burns, 2012. "Risk Aversion: Experimental Evidence from South African Fishing Communities," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(1), pages 133-152.
    9. Maximiano, Sandra & Sloof, Randolph & Sonnemans, Joep, 2013. "Gift exchange and the separation of ownership and control," Games and Economic Behavior, Elsevier, vol. 77(1), pages 41-60.
    10. Danila Serra, 2012. "Combining Top-Down and Bottom-Up Accountability: Evidence from a Bribery Experiment," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 28(3), pages 569-587, August.
    11. David Bruner, 2009. "Changing the probability versus changing the reward," Experimental Economics, Springer;Economic Science Association, vol. 12(4), pages 367-385, December.
    12. Sandra Maximiano & Randolph Sloof & Joep Sonnemans, 2007. "Gift Exchange in a Multi-Worker Firm," Economic Journal, Royal Economic Society, vol. 117(522), pages 1025-1050, July.
    13. Hennig-Schmidt, Heike & Li, Zhu-yu & Yang, Chaoliang, 2004. "Why People Reject Advantageous Offers – Non-monotone Strategies in Ultimatum Bargaining," Bonn Econ Discussion Papers 22/2004, University of Bonn, Bonn Graduate School of Economics (BGSE).
    14. Hennig-Schmidt, Heike & Li, Zhu-Yu & Yang, Chaoliang, 2008. "Why people reject advantageous offers--Non-monotonic strategies in ultimatum bargaining: Evaluating a video experiment run in PR China," Journal of Economic Behavior & Organization, Elsevier, vol. 65(2), pages 373-384, February.
    15. Chen, Daniel L. & Schonger, Martin, 2016. "A Theory of Experiments: Invariance of Equilibrium to the Strategy Method of Elicitation and Implications for Social Preferences," TSE Working Papers 16-724, Toulouse School of Economics (TSE), revised Feb 2020.
    16. Verena Utikal & Urs Fischbacher, 2009. "On the attribution of externalities," TWI Research Paper Series 46, Thurgauer Wirtschaftsinstitut, Universität Konstanz.
    17. Daniel L. Chen & Martin Schonger, 2023. "Invariance of equilibrium to the strategy method I: theory," Post-Print hal-04550734, HAL.
    18. Antoni Bosch-Domènech & Joaquim Silvestre, 2006. "Reflections on gains and losses: A 2 × 2 × 7 experiment," Journal of Risk and Uncertainty, Springer, vol. 33(3), pages 217-235, December.
    19. Wenjie Tang & J. Neil Bearden & Ilia Tsetlin, 2009. "Ultimatum Deadlines," Management Science, INFORMS, vol. 55(8), pages 1423-1437, August.
    20. Marco Cipriani & Antonio Guarino, 2009. "Herd Behavior in Financial Markets: An Experiment with Financial Market Professionals," Journal of the European Economic Association, MIT Press, vol. 7(1), pages 206-233, March.

    More about this item

    Keywords

    Embedding bias; strategy method; Holt; Laury; Risk Attraction; Risk Aversion; Experiments; Leex;
    All these keywords.

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

    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:upf:upfgen:934. 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: the person in charge (email available below). General contact details of provider: http://www.econ.upf.edu/ .

    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.