IDEAS home Printed from https://ideas.repec.org/a/eee/reecon/v63y2009i4p225-241.html
   My bibliography  Save this article

Positional learning with noise

Author

Listed:
  • Ponti, Giovanni
  • Carbone, Enrica

Abstract

We propose (and test experimentally) a model of observational learning in which players have social preferences. To this end, we design an experiment-based on a classic parlor game known as the Chinos Game-in which we vary (by way of an exogenous iid stochastic process) the probability of getting the prize in the event of a correct guess. By this design, we are able to estimate more efficiently players' sensitivity to difference in payoffs (and how this sensitivity affects information decoding along the sequence). We also condition our estimates upon additional information on subjects' socio-demographics, risk attitudes and cognitive reflection by way of a questionnaire that we collect at the end of each session.

Suggested Citation

  • Ponti, Giovanni & Carbone, Enrica, 2009. "Positional learning with noise," Research in Economics, Elsevier, vol. 63(4), pages 225-241, December.
    • Handle: RePEc:eee:reecon:v:63:y:2009:i:4:p:225-241
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1090-9443(09)00038-6
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ernst Fehr & Klaus M. Schmidt, 1999. "A Theory of Fairness, Competition, and Cooperation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 817-868.
    2. Stahl Dale O. & Wilson Paul W., 1995. "On Players' Models of Other Players: Theory and Experimental Evidence," Games and Economic Behavior, Elsevier, vol. 10(1), pages 218-254, July.
    3. Glenn Harrison & E. Rutström, 2009. "Expected utility theory and prospect theory: one wedding and a decent funeral," Experimental Economics, Springer;Economic Science Association, vol. 12(2), pages 133-158, June.
    4. Celen, Bogachan & Kariv, Shachar, 2004. "Observational learning under imperfect information," Games and Economic Behavior, Elsevier, vol. 47(1), pages 72-86, April.
    5. Ernst Fehr & Klaus M. Schmidt, "undated". "Theories of Fairness and Reciprocity - Evidence and Economic Applications," IEW - Working Papers 075, Institute for Empirical Research in Economics - University of Zurich.
    6. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    7. Uri Gneezy, 2005. "Deception: The Role of Consequences," American Economic Review, American Economic Association, vol. 95(1), pages 384-394, March.
    8. Bogaçhan Çelen & Shachar Kariv, 2004. "Distinguishing Informational Cascades from Herd Behavior in the Laboratory," American Economic Review, American Economic Association, vol. 94(3), pages 484-498, June.
    9. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521818728, November.
    10. Louise Allsopp & John D. Hey, 2000. "Two Experiments to Test a Model of Herd Behaviour," Experimental Economics, Springer;Economic Science Association, vol. 3(2), pages 121-136, October.
    11. Feri, Francesco & Meléndez-Jiménez, Miguel A. & Ponti, Giovanni & Vega-Redondo, Fernando, 2011. "Error cascades in observational learning: An experiment on the Chinos game," Games and Economic Behavior, Elsevier, vol. 73(1), pages 136-146, September.
    12. McKelvey Richard D. & Palfrey Thomas R., 1995. "Quantal Response Equilibria for Normal Form Games," Games and Economic Behavior, Elsevier, vol. 10(1), pages 6-38, July.
    13. Dan Ariely & Uri Gneezy & George Loewenstein & Nina Mazar, 2009. "Large Stakes and Big Mistakes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(2), pages 451-469.
    14. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521524131, November.
    15. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521818735, November.
    16. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521524124, November.
    17. 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.
    18. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
    19. Anderson, Lisa R & Holt, Charles A, 1997. "Information Cascades in the Laboratory," American Economic Review, American Economic Association, vol. 87(5), pages 847-862, December.
    20. Mathias Dewatripont & Lars Peter Hansen & Stephen Turnovsky, 2003. "Advances in economics and econometrics :theory and applications," ULB Institutional Repository 2013/9557, ULB -- Universite Libre de Bruxelles.
    21. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521818742, November.
    22. Sopher, B. & Zapater, I., 1993. "Communication and Coordination in Signalling Games: An Experimental Study," Working Papers 93-26, C.V. Starr Center for Applied Economics, New York University.
    23. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
    24. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521524117, January.
    25. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, 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. Filippin, Antonio & Crosetto, Paolo, 2014. "A Reconsideration of Gender Differences in Risk Attitudes," IZA Discussion Papers 8184, Institute of Labor Economics (IZA).
    2. Cueva, Carlos & Iturbe-Ormaetxe, Iñigo & Mata-Pérez, Esther & Ponti, Giovanni & Sartarelli, Marcello & Yu, Haihan & Zhukova, Vita, 2016. "Cognitive (ir)reflection: New experimental evidence," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 64(C), pages 81-93.
    3. Paolo Crosetto & Antonio Filippin & Janna Heider, 2015. "A Study of Outcome Reporting Bias Using Gender Differences in Risk Attitudes," CESifo Economic Studies, CESifo Group, vol. 61(1), pages 239-262.
    4. Feri, Francesco & Meléndez-Jiménez, Miguel A. & Ponti, Giovanni & Vega-Redondo, Fernando & Yu, Haihan, 2020. "Pooling or fooling? An experiment on signaling," Journal of Economic Behavior & Organization, Elsevier, vol. 176(C), pages 582-596.
    5. Feri, Francesco & Meléndez-Jiménez, Miguel A. & Ponti, Giovanni & Vega-Redondo, Fernando, 2011. "Error cascades in observational learning: An experiment on the Chinos game," Games and Economic Behavior, Elsevier, vol. 73(1), pages 136-146, September.
    6. Muñoz-Murillo, Melisa & Álvarez-Franco, Pilar B. & Restrepo-Tobón, Diego A., 2020. "The role of cognitive abilities on financial literacy: New experimental evidence," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 84(C).
    7. Antonio Filippin & Paolo Crosetto, 2016. "A Reconsideration of Gender Differences in Risk Attitudes," Management Science, INFORMS, vol. 62(11), pages 3138-3160, November.

    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. Eva I. Hoppe & Patrick W. Schmitz, 2013. "Contracting under Incomplete Information and Social Preferences: An Experimental Study," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1516-1544.
    2. Casal, Sandro & Fallucchi, Francesco & Quercia, Simone, 2019. "The role of morals in three-player ultimatum games," Journal of Economic Psychology, Elsevier, vol. 70(C), pages 67-79.
    3. Fischbacher, Urs & Fong, Christina M. & Fehr, Ernst, 2009. "Fairness, errors and the power of competition," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 527-545, October.
    4. Claudia Cerrone & Francesco Feri & Philip R. Neary, 2019. "Ignorance is bliss: a game of regret," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2019_10, Max Planck Institute for Research on Collective Goods.
    5. Hoppe, Eva I. & Schmitz, Patrick W., 2011. "Can contracts solve the hold-up problem? Experimental evidence," Games and Economic Behavior, Elsevier, vol. 73(1), pages 186-199, September.
    6. Ennis, Huberto M. & Keister, Todd, 2005. "Government policy and the probability of coordination failures," European Economic Review, Elsevier, vol. 49(4), pages 939-973, May.
    7. Helland, Leif & Iachan, Felipe S. & Juelsrud, Ragnar E. & Nenov, Plamen T., 2021. "Information quality and regime change: Evidence from the lab," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 538-554.
    8. Nobuyuki Hanaki & Nicolas Jacquemet & Stéphane Luchini & Adam Zylbersztejn, 2016. "Cognitive ability and the effect of strategic uncertainty," Theory and Decision, Springer, vol. 81(1), pages 101-121, June.
    9. Pedro FrancŽs-G—mez & Lorenzo Sacconi & Marco Faillo, 2012. "Behavioral Business Ethics as a Method for Normative Business Ethics," Econometica Working Papers wp42, Econometica.
    10. Hoppe, Eva I. & Schmitz, Patrick W., 2015. "Do sellers offer menus of contracts to separate buyer types? An experimental test of adverse selection theory," Games and Economic Behavior, Elsevier, vol. 89(C), pages 17-33.
    11. Stefan T. Trautmann & Gijs Kuilen, 2015. "Belief Elicitation: A Horse Race among Truth Serums," Economic Journal, Royal Economic Society, vol. 125(589), pages 2116-2135, December.
    12. repec:hal:pseose:halshs-01261036 is not listed on IDEAS
    13. Gavriilidis, Konstantinos & Kallinterakis, Vasileios & Tsalavoutas, Ioannis, 2016. "Investor mood, herding and the Ramadan effect," Journal of Economic Behavior & Organization, Elsevier, vol. 132(S), pages 23-38.
    14. Martin Beckenkamp & Heike Hennig-Schmidt & Frank P. Maier-Rigaud, 2007. "Cooperation in Symmetric and Asymmetric Prisoner's Dilemma Games," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2006_25, Max Planck Institute for Research on Collective Goods.
    15. Christian Grund & Judith Przemeck, 2012. "Subjective performance appraisal and inequality aversion," Applied Economics, Taylor & Francis Journals, vol. 44(17), pages 2149-2155, June.
    16. Dominique Demougin & Claude Fluet & Carsten Helm, 2006. "Output and wages with inequality averse agents," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 39(2), pages 399-413, May.
    17. Feri, Francesco & Meléndez-Jiménez, Miguel A. & Ponti, Giovanni & Vega-Redondo, Fernando, 2011. "Error cascades in observational learning: An experiment on the Chinos game," Games and Economic Behavior, Elsevier, vol. 73(1), pages 136-146, September.
    18. Jacquemet Nicolas & Zylbersztejn Adam, 2013. "Learning, Words and Actions: Experimental Evidence on Coordination-Improving Information," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 13(1), pages 215-247, July.
    19. Schmitz, Patrick W. & Hoppe-Fischer, Eva, 2009. "Gathering Information before Signing a Contract: Experimental Evidence," CEPR Discussion Papers 7252, C.E.P.R. Discussion Papers.
    20. Stephan Meier & Alois Stutzer, 2008. "Is Volunteering Rewarding in Itself?," Economica, London School of Economics and Political Science, vol. 75(297), pages 39-59, February.
    21. Germán Reyes & Leonardo Gasparini, 2017. "Perceptions of Distributive Justice in Latin America During a Period of Falling Inequality," CEDLAS, Working Papers 0209, CEDLAS, Universidad Nacional de La Plata.

    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:eee:reecon:v:63:y:2009:i:4:p:225-241. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622941 .

    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.