IDEAS home Printed from https://ideas.repec.org/p/rco/dpaper/81.html
   My bibliography  Save this paper

Unleashing Animal Spirits - Self-Control and Overpricing in Experimental Asset Markets

Author

Listed:
  • Kocher, Martin

    (University of Vienna)

  • Lucks, Konstantin

    (LMU Munich)

  • Schindler, David

    (Tilburg University)

Abstract

One explanation for overpricing on asset markets is a lack of traders\' self-control. Self-control is the individual capacity to override or inhibit undesired impulses that may drive prices. We implement the first experiment to address the causal relationship between self-control abilities and systematic overpricing on financial markets. Our setup can detect some of the channels through which individual self-control restrictions could transmit into irrational exuberance in markets. Our data indicate a large direct effect of restricted self-control abilities on market overpricing. Low self-control traders report stronger emotions after the market.

Suggested Citation

  • Kocher, Martin & Lucks, Konstantin & Schindler, David, 2018. "Unleashing Animal Spirits - Self-Control and Overpricing in Experimental Asset Markets," Rationality and Competition Discussion Paper Series 81, CRC TRR 190 Rationality and Competition.
  • Handle: RePEc:rco:dpaper:81
    as

    Download full text from publisher

    File URL: https://rationality-and-competition.de/wp-content/uploads/discussion_paper/81.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Emre Ozdenoren & Stephen W. Salant & Dan Silverman, 2012. "Willpower And The Optimal Control Of Visceral Urges," Journal of the European Economic Association, European Economic Association, vol. 10(2), pages 342-368, April.
    2. Martin G. Kocher & Peter Martinsson & Kristian Ove R. Myrseth & Conny E. Wollbrant, 2017. "Strong, bold, and kind: self-control and cooperation in social dilemmas," Experimental Economics, Springer;Economic Science Association, vol. 20(1), pages 44-69, March.
    3. John Ameriks & Andrew Caplin & John Leahy & Tom Tyler, 2007. "Measuring Self-Control Problems," American Economic Review, American Economic Association, vol. 97(3), pages 966-972, June.
    4. Brañas-Garza, Pablo & García-Muñoz, Teresa & González, Roberto Hernán, 2012. "Cognitive effort in the Beauty Contest Game," Journal of Economic Behavior & Organization, Elsevier, vol. 83(2), pages 254-260.
    5. Buckert, Magdalena & Oechssler, Jörg & Schwieren, Christiane, 2017. "Imitation under stress," Journal of Economic Behavior & Organization, Elsevier, vol. 139(C), pages 252-266.
    6. David K. Levine & Drew Fudenberg, 2006. "A Dual-Self Model of Impulse Control," American Economic Review, American Economic Association, vol. 96(5), pages 1449-1476, December.
    7. Ben Greiner, 2015. "Subject pool recruitment procedures: organizing experiments with ORSEE," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 114-125, July.
    8. Brice Corgnet & Roberto Hernán-González & Praveen Kujal & David Porter, 2015. "The Effect of Earned Versus House Money on Price Bubble Formation in Experimental Asset Markets," Review of Finance, European Finance Association, vol. 19(4), pages 1455-1488.
    9. Andrew W. Lo & Dmitry V. Repin & Brett N. Steenbarger, 2005. "Fear and Greed in Financial Markets: A Clinical Study of Day-Traders," American Economic Review, American Economic Association, vol. 95(2), pages 352-359, May.
    10. Barberis, Nicholas & Thaler, Richard, 2003. "A survey of behavioral finance," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 18, pages 1053-1128, Elsevier.
    11. Stoll, Hans R, 1978. "The Supply of Dealer Services in Securities Markets," Journal of Finance, American Finance Association, vol. 33(4), pages 1133-1151, September.
    12. 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.
    13. de Haan, Thomas & van Veldhuizen, Roel, 2015. "Willpower depletion and framing effects," Journal of Economic Behavior & Organization, Elsevier, vol. 117(C), pages 47-61.
    14. Ross M. Miller, 2002. "Can Markets Learn to Avoid Bubbles?," Experimental 0201001, University Library of Munich, Germany, revised 07 Jan 2002.
    15. Eduardo B. Andrade & Terrance Odean & Shengle Lin, 2016. "Bubbling with Excitement: An Experiment," Review of Finance, European Finance Association, vol. 20(2), pages 447-466.
    16. Adriana Breaban & Charles N Noussair, 2018. "Emotional State and Market Behavior [Bubbling with excitement: en experiment]," Review of Finance, European Finance Association, vol. 22(1), pages 279-309.
    17. Noussair, C.N. & Tucker, S. & Xu, Yilong, 2014. "A Future Market Reduces Bubbles but Allows Greater Profit for More Sophisticated Traders," Discussion Paper 2014-051, Tilburg University, Center for Economic Research.
    18. Radner, Roy, 1979. "Rational Expectations Equilibrium: Generic Existence and the Information Revealed by Prices," Econometrica, Econometric Society, vol. 47(3), pages 655-678, May.
    19. Michailova, Julija, 2010. "Overconfidence and bubbles in experimental asset markets," MPRA Paper 26388, University Library of Munich, Germany.
    20. Gerhardt, Holger & Schildberg-Hörisch, Hannah & Willrodt, Jana, 2017. "Does self-control depletion affect risk attitudes?," European Economic Review, Elsevier, vol. 100(C), pages 463-487.
    21. Julija Michailova & Ulrich Schmidt, 2016. "Overconfidence and Bubbles in Experimental Asset Markets," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 17(3), pages 280-292, July.
    22. Bucciol, Alessandro & Houser, Daniel & Piovesan, Marco, 2011. "Temptation and productivity: A field experiment with children," Journal of Economic Behavior & Organization, Elsevier, vol. 78(1), pages 126-136.
    23. Friehe, Tim & Schildberg-Hörisch, Hannah, 2017. "Self-control and crime revisited: Disentangling the effect of self-control on risk taking and antisocial behavior," International Review of Law and Economics, Elsevier, vol. 49(C), pages 23-32.
    24. John Ameriks & Andrew Caplin & John Leahy, 2003. "Wealth Accumulation and the Propensity to Plan," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1007-1047.
    25. Thaler, Richard H & Shefrin, H M, 1981. "An Economic Theory of Self-Control," Journal of Political Economy, University of Chicago Press, vol. 89(2), pages 392-406, April.
    26. 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.
    27. Shaun Hargreaves Heap & Daniel John Zizzo, 2011. "Emotions and chat in a financial markets experiment," Working Paper series, University of East Anglia, Centre for Behavioural and Experimental Social Science (CBESS) 11-11, School of Economics, University of East Anglia, Norwich, UK..
    28. Ciril Bosch-Rosa & Thomas Meissner & Antoni Bosch-Domènech, 2018. "Cognitive bubbles," Experimental Economics, Springer;Economic Science Association, vol. 21(1), pages 132-153, March.
    29. Beshears, John & Choi, James J. & Harris, Christopher & Laibson, David & Madrian, Brigitte C. & Sakong, Jung, 2015. "Self Control and Commitment: Can Decreasing the Liquidity of a Savings Account Increase Deposits?," Working Paper Series 15-048, Harvard University, John F. Kennedy School of Government.
    30. Andreas Hefti & Steve Heinke & Frédéric Schneider, 2016. "Mental capabilities, trading styles, and asset market bubbles: theory and experiment," ECON - Working Papers 234, Department of Economics - University of Zurich.
    31. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    32. Porter, David P & Smith, Vernon L, 1995. "Futures Contracting and Dividend Uncertainty in Experimental Asset Markets," The Journal of Business, University of Chicago Press, vol. 68(4), pages 509-541, October.
    33. Noussair, Charles N. & Tucker, Steven & Xu, Yilong, 2016. "Futures markets, cognitive ability, and mispricing in experimental asset markets," Journal of Economic Behavior & Organization, Elsevier, vol. 130(C), pages 166-179.
    34. Asher Wolinsky, 1983. "Prices as Signals of Product Quality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 50(4), pages 647-658.
    35. Michael Kirchler & Jurgen Huber & Thomas Stockl, 2012. "Thar She Bursts: Reducing Confusion Reduces Bubbles," American Economic Review, American Economic Association, vol. 102(2), pages 865-883, April.
    36. Alessandro Bucciol & Daniel Houser & Marco Piovesan, 2013. "Temptation at Work," PLOS ONE, Public Library of Science, vol. 8(1), pages 1-5, January.
    37. Jürgen Huber & Michael Kirchler, 2012. "The impact of instructions and procedure on reducing confusion and bubbles in experimental asset markets," Experimental Economics, Springer;Economic Science Association, vol. 15(1), pages 89-105, March.
    38. Catherine C. Eckel & Sascha C. Füllbrunn, 2015. "Thar SHE Blows? Gender, Competition, and Bubbles in Experimental Asset Markets," American Economic Review, American Economic Association, vol. 105(2), pages 906-920, February.
    39. Stefan Palan, 2013. "A Review Of Bubbles And Crashes In Experimental Asset Markets," Journal of Economic Surveys, Wiley Blackwell, vol. 27(3), pages 570-588, July.
    40. Chordia, Tarun & Subrahmanyam, Avanidhar & Anshuman, V. Ravi, 2001. "Trading activity and expected stock returns," Journal of Financial Economics, Elsevier, vol. 59(1), pages 3-32, January.
    41. Martin Dufwenberg & Tobias Lindqvist & Evan Moore, 2005. "Bubbles and Experience: An Experiment," American Economic Review, American Economic Association, vol. 95(5), pages 1731-1737, December.
    42. Charles N. Noussair & Steven Tucker, 2013. "Experimental Research On Asset Pricing," Journal of Economic Surveys, Wiley Blackwell, vol. 27(3), pages 554-569, July.
    43. Fellner, Gerlinde & Maciejovsky, Boris, 2007. "Risk attitude and market behavior: Evidence from experimental asset markets," Journal of Economic Psychology, Elsevier, vol. 28(3), pages 338-350, June.
    44. David L. Dickinson & Ananish Chaudhuri & Ryan Greenaway-McGrevy, 2017. "Trading while sleepy? Circadian mismatch and excess volatility in a global experimental asset market," Working Papers 17-06, Department of Economics, Appalachian State University.
    45. Gathergood, John, 2012. "Self-control, financial literacy and consumer over-indebtedness," Journal of Economic Psychology, Elsevier, vol. 33(3), pages 590-602.
    46. Achtziger, Anja & Alós-Ferrer, Carlos & Wagner, Alexander K., 2016. "The impact of self-control depletion on social preferences in the ultimatum game," Journal of Economic Psychology, Elsevier, vol. 53(C), pages 1-16.
    47. Amos Nadler & Peiran Jiao & Cameron J. Johnson & Veronika Alexander & Paul J. Zak, 2019. "The Bull of Wall Street: Experimental Analysis of Testosterone and Asset Trading," Management Science, INFORMS, vol. 64(9), pages 4032-4051, September.
    48. Smith, Vernon L & Suchanek, Gerry L & Williams, Arlington W, 1988. "Bubbles, Crashes, and Endogenous Expectations in Experimental Spot Asset Markets," Econometrica, Econometric Society, vol. 56(5), pages 1119-1151, September.
    49. Friehe, Tim & Schildberg-Hörisch, Hannah, 2014. "Crime and Self-Control Revisited: Disentangling the Effect of Self-Control on Risk and Social Preferences," IZA Discussion Papers 8109, Institute of Labor Economics (IZA).
    50. Grossman, Sanford J, 1976. "On the Efficiency of Competitive Stock Markets Where Trades Have Diverse Information," Journal of Finance, American Finance Association, vol. 31(2), pages 573-585, May.
    51. Thomas Stöckl & Jürgen Huber & Michael Kirchler, 2010. "Bubble measures in experimental asset markets," Experimental Economics, Springer;Economic Science Association, vol. 13(3), pages 284-298, September.
    52. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    53. Martinsson, Peter & Myrseth, Kristian Ove R. & Wollbrant, Conny, 2014. "Social dilemmas: When self-control benefits cooperation," Journal of Economic Psychology, Elsevier, vol. 45(C), pages 213-236.
    54. Brennan, Michael J. & Subrahmanyam, Avanidhar, 1995. "Investment analysis and price formation in securities markets," Journal of Financial Economics, Elsevier, vol. 38(3), pages 361-381, July.
    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. Giovanni Ferri & Matteo Ploner & Matteo Rizzolli, 2016. "Count To Ten Before Trading: Evidence On The Role Of Deliberation In Experimental Financial Markets," CERBE Working Papers wpC07, CERBE Center for Relationship Banking and Economics.
    2. Houser, Daniel & Liu, Jia & Reiley, David H. & Urbancic, Michael B., 2021. "Checking out temptation: A natural experiment with purchases at the grocery register," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 39-50.
    3. Lau Lilleholt, 2019. "Cognitive ability and risk aversion: A systematic review and meta analysis," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 14(3), pages 234-279, May.
    4. Corgnet, Brice & Hernán-González, Roberto & Kujal, Praveen, 2020. "On booms that never bust: Ambiguity in experimental asset markets with bubbles," Journal of Economic Dynamics and Control, Elsevier, vol. 110(C).
    5. Kocher, Martin G. & Martinsson, Peter & Schindler, David, 2017. "Overpricing and stake size: On the robustness of results from experimental asset markets," Economics Letters, Elsevier, vol. 154(C), pages 101-104.
    6. Butler, David & Cheung, Stephen L., 2018. "Mind, Body, Bubble! Psychological and Biophysical Dimensions of Behavior in Experimental Asset Markets," IZA Discussion Papers 11563, Institute of Labor Economics (IZA).
    7. Sascha Füllbrunn & Tibor Neugebauer & Andreas Nicklisch, 2020. "Underpricing of initial public offerings in experimental asset markets," Experimental Economics, Springer;Economic Science Association, vol. 23(4), pages 1002-1029, December.
    8. Huber, Christoph & Kirchler, Michael, 2023. "Experiments in finance: A survey of historical trends," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
    9. Li, Jianbiao & Niu, Xiaofei & Li, Dahui & Cao, Qian, 2018. "Using Non-Invasive Brain Stimulation to Test the Role of Self-Control in Investor Behavior," EconStor Preprints 177890, ZBW - Leibniz Information Centre for Economics.
    10. repec:cup:judgdm:v:14:y:2019:i:3:p:234-279 is not listed on IDEAS
    11. Hoyer, Karlijn & Zeisberger, Stefan & Breugelmans, Seger M. & Zeelenberg, Marcel, 2023. "A culture of greed: Bubble formation in experimental asset markets with greedy and non-greedy traders," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 32-52.
    12. Füllbrunn, Sascha & Neugebauer, Tibor, 2022. "Testing market regulations in experimental asset markets – The case of margin purchases," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 1160-1183.
    13. Hubert J. Kiss & Laszlo A. Koczy & Agnes Pinter & Balazs R. Sziklai, 2019. "Does risk sorting explain bubbles?," CERS-IE WORKING PAPERS 1905, Institute of Economics, Centre for Economic and Regional Studies.
    14. Lindner, Florian & Rose, Julia, 2017. "No need for more time: Intertemporal allocation decisions under time pressure," Journal of Economic Psychology, Elsevier, vol. 60(C), pages 53-70.
    15. Amos Nadler & Peiran Jiao & Cameron J. Johnson & Veronika Alexander & Paul J. Zak, 2019. "The Bull of Wall Street: Experimental Analysis of Testosterone and Asset Trading," Management Science, INFORMS, vol. 64(9), pages 4032-4051, September.
    16. Sekścińska, Katarzyna & Rudzinska-Wojciechowska, Joanna & Jaworska, Diana, 2021. "Self-control and financial risk taking," Journal of Economic Psychology, Elsevier, vol. 85(C).
    17. Duffy, John & Rabanal, Jean Paul & Rud, Olga A., 2023. "Market reactions to stock splits: Experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 325-345.
    18. Corgnet, Brice & DeSantis, Mark & Porter, David, 2021. "Information aggregation and the cognitive make-up of market participants," European Economic Review, Elsevier, vol. 133(C).
    19. Ferri, Giovanni & Ploner, Matteo & Rizzolli, Matteo, 2021. "Trading fast and slow: The role of deliberation in experimental financial markets," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).
    20. Lucks, Konstantin, 2016. "The Impact of Self-Control on Investment Decisions," MPRA Paper 73099, University Library of Munich, Germany.
    21. Kiss, Hubert J. & Kóczy, László Á. & Pintér, Ágnes & Sziklai, Balázs R., 2022. "Does risk sorting explain overpricing in experimental asset markets?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 99(C).

    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. Kocher, Martin G. & Lucks, Konstantin E. & Schindler, David, 2016. "Unleashing Animal Spirits - Self-Control and Overpricing in Experimental Asset Markets," Discussion Papers in Economics 27572, University of Munich, Department of Economics.
    2. Lucks, Konstantin, 2016. "The Impact of Self-Control on Investment Decisions," MPRA Paper 73099, University Library of Munich, Germany.
    3. Utz Weitzel & Christoph Huber & Jürgen Huber & Michael Kirchler & Florian Lindner & Julia Rose & Lauren Cohen, 2020. "Bubbles and Financial Professionals," The Review of Financial Studies, Society for Financial Studies, vol. 33(6), pages 2659-2696.
    4. Butler, David & Cheung, Stephen L., 2018. "Mind, Body, Bubble! Psychological and Biophysical Dimensions of Behavior in Experimental Asset Markets," IZA Discussion Papers 11563, Institute of Labor Economics (IZA).
    5. Amos Nadler & Peiran Jiao & Cameron J. Johnson & Veronika Alexander & Paul J. Zak, 2019. "The Bull of Wall Street: Experimental Analysis of Testosterone and Asset Trading," Management Science, INFORMS, vol. 64(9), pages 4032-4051, September.
    6. Kiss, Hubert J. & Kóczy, László Á. & Pintér, Ágnes & Sziklai, Balázs R., 2022. "Does risk sorting explain overpricing in experimental asset markets?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 99(C).
    7. Ciril Bosch-Rosa & Thomas Meissner & Antoni Bosch-Domènech, 2018. "Cognitive bubbles," Experimental Economics, Springer;Economic Science Association, vol. 21(1), pages 132-153, March.
    8. Marquardt, Philipp & Noussair, Charles N & Weber, Martin, 2019. "Rational expectations in an experimental asset market with shocks to market trends," European Economic Review, Elsevier, vol. 114(C), pages 116-140.
    9. Corgnet, Brice & Hernán-González, Roberto & Kujal, Praveen, 2020. "On booms that never bust: Ambiguity in experimental asset markets with bubbles," Journal of Economic Dynamics and Control, Elsevier, vol. 110(C).
    10. Farjam, Mike & Kirchkamp, Oliver, 2018. "Bubbles in hybrid markets: How expectations about algorithmic trading affect human trading," Journal of Economic Behavior & Organization, Elsevier, vol. 146(C), pages 248-269.
    11. Cary Deck & Maroš Servátka & Steven Tucker, 2020. "Designing Call Auction Institutions to Eliminate Price Bubbles: Is English Dutch the Best?," American Economic Review: Insights, American Economic Association, vol. 2(2), pages 225-236, June.
    12. Gerhardt, Holger & Schildberg-Hörisch, Hannah & Willrodt, Jana, 2017. "Does self-control depletion affect risk attitudes?," European Economic Review, Elsevier, vol. 100(C), pages 463-487.
    13. Bousselmi, Wael & Sentis, Patrick & Willinger, Marc, 2019. "How do markets react to (un)expected fundamental value shocks? An experimental analysis," Journal of Behavioral and Experimental Finance, Elsevier, vol. 23(C), pages 90-113.
    14. Hubert J. Kiss & Laszlo A. Koczy & Agnes Pinter & Balazs R. Sziklai, 2019. "Does risk sorting explain bubbles?," CERS-IE WORKING PAPERS 1905, Institute of Economics, Centre for Economic and Regional Studies.
    15. Nobuyuki Hanaki & Eizo Akiyama & Yukihiko Funaki & Ryuichiro Ishikawa, 2017. "Diversity in Cognitive Ability Enlarges Mispricing in Experimental Asset Markets," Working Papers halshs-01202088, HAL.
    16. Roger, Tristan & Roger, Patrick & Willinger, Marc, 2022. "Number sense, trading decisions and mispricing: An experiment," Journal of Economic Dynamics and Control, Elsevier, vol. 135(C).
    17. Stéphane Robin & Kateřina Strážnická & Marie Claire Villeval, 2021. "Bubbles and incentives: an experiment on asset markets," Economic and Political Studies, Taylor & Francis Journals, vol. 9(1), pages 68-89, January.
    18. Shestakova, Natalia & Powell, Owen & Gladyrev, Dmitry, 2019. "Bubbles, experience and success," Journal of Behavioral and Experimental Finance, Elsevier, vol. 22(C), pages 206-213.
    19. Owen Powell & Natalia Shestakova, 2017. "Experimental asset markets: behavior and bubbles," Chapters, in: Morris Altman (ed.), Handbook of Behavioural Economics and Smart Decision-Making, chapter 21, pages 375-391, Edward Elgar Publishing.
    20. Dirk-Jan Janssen & Sascha Füllbrunn & Utz Weitzel, 2019. "Individual speculative behavior and overpricing in experimental asset markets," Experimental Economics, Springer;Economic Science Association, vol. 22(3), pages 653-675, September.

    More about this item

    Keywords

    behavioral finance; trader behavior; self-control; experimental asset markets; overpricing;
    All these keywords.

    JEL classification:

    • G02 - Financial Economics - - General - - - Behavioral Finance: Underlying Principles
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • D53 - Microeconomics - - General Equilibrium and Disequilibrium - - - Financial Markets
    • D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations

    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:rco:dpaper:81. 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: Viviana Lalli (email available below). General contact details of provider: https://rationality-and-competition.de .

    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.