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Do sellers offer menus of contracts to separate buyer types? An experimental test of adverse selection theory

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  • Hoppe, Eva I.
  • Schmitz, Patrick W.

Abstract

In the basic adverse selection model, a seller makes a contract offer to a privately informed buyer. A fundamental hypothesis of incentive theory is that the seller may want to offer a menu of contracts to separate the buyer types. In the good state of nature, total surplus is not different from the symmetric information benchmark, while in the bad state, private information may be welfare-reducing. We have conducted a laboratory experiment with 954 participants to test these hypotheses. While the results largely corroborate the theoretical predictions, we also find that private information may be welfare-enhancing in the good state.

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  • 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.
    • Handle: RePEc:eee:gamebe:v:89:y:2015:i:c:p:17-33
    DOI: 10.1016/j.geb.2014.11.001
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    1. Hoffman Elizabeth & McCabe Kevin & Shachat Keith & Smith Vernon, 1994. "Preferences, Property Rights, and Anonymity in Bargaining Games," Games and Economic Behavior, Elsevier, vol. 7(3), pages 346-380, November.
    2. Gary Charness & Martin Dufwenberg, 2011. "Participation," American Economic Review, American Economic Association, vol. 101(4), pages 1211-1237, June.
    3. 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.
    4. Patrick Bolton & Mathias Dewatripont, 2005. "Contract Theory," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262025760, April.
    5. 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.
    6. Carrillo, Juan D. & Palfrey, Thomas R., 2011. "No trade," Games and Economic Behavior, Elsevier, vol. 71(1), pages 66-87, January.
    7. Werner Güth & Steffen Huck, 1997. "From Ultimatum Bargaining to Dictatorship—an Experimental Study of Four Games Varying in Veto Power," Metroeconomica, Wiley Blackwell, vol. 48(3), pages 262-299, October.
    8. Kübler, Dorothea & Müller, Wieland & Normann, Hans-Theo, 2008. "Job-market signaling and screening: An experimental comparison," Games and Economic Behavior, Elsevier, vol. 64(1), pages 219-236, September.
    9. Mitzkewitz, Michael & Nagel, Rosemarie, 1993. "Experimental Results on Ultimatum Games with Incomplete Information," International Journal of Game Theory, Springer;Game Theory Society, vol. 22(2), pages 171-198.
    10. Cremer, Jacques & Khalil, Fahad, 1992. "Gathering Information before Signing a Contract," American Economic Review, American Economic Association, vol. 82(3), pages 566-578, June.
    11. Antonio Cabrales & Gary Charness & Marie Villeval, 2011. "Hidden information, bargaining power, and efficiency: an experiment," Experimental Economics, Springer;Economic Science Association, vol. 14(2), pages 133-159, May.
    12. Canice Prendergast, 1999. "The Provision of Incentives in Firms," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 7-63, March.
    13. Rapoport, Amnon & Sundali, James A. & Seale, Darryl A., 1996. "Ultimatums in two-person bargaining with one-sided uncertainty: Demand games," Journal of Economic Behavior & Organization, Elsevier, vol. 30(2), pages 173-196, August.
    14. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521818728, September.
    15. Rogers, Brian W. & Palfrey, Thomas R. & Camerer, Colin F., 2009. "Heterogeneous quantal response equilibrium and cognitive hierarchies," Journal of Economic Theory, Elsevier, vol. 144(4), pages 1440-1467, July.
    16. Baron, David P & Myerson, Roger B, 1982. "Regulating a Monopolist with Unknown Costs," Econometrica, Econometric Society, vol. 50(4), pages 911-930, July.
    17. Mathias Dewatripont & Lars Peter Hansen & Stephen Turnovsky, 2003. "Advances in Economics and Econometrics: Theory and Applications, Eighth World Congress," ULB Institutional Repository 2013/176002, ULB -- Universite Libre de Bruxelles.
    18. Richard Mckelvey & Thomas Palfrey, 1998. "Quantal Response Equilibria for Extensive Form Games," Experimental Economics, Springer;Economic Science Association, vol. 1(1), pages 9-41, June.
    19. Lisa L. Posey & Abdullah Yavas, 2007. "Screening equilibria in experimental markets," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 32(2), pages 147-167, December.
    20. 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.
    21. Angrisani Marco & Guarino Antonio & Huck Steffen & Larson Nathan C, 2011. "No-Trade in the Laboratory," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 11(1), pages 1-58, April.
    22. Huck, Steffen, 1999. "Responder behavior in ultimatum offer games with incomplete information," Journal of Economic Psychology, Elsevier, vol. 20(2), pages 183-206, April.
    23. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521524131, September.
    24. Croson, Rachel T. A., 1996. "Information in ultimatum games: An experimental study," Journal of Economic Behavior & Organization, Elsevier, vol. 30(2), pages 197-212, August.
    25. Mussa, Michael & Rosen, Sherwin, 1978. "Monopoly and product quality," Journal of Economic Theory, Elsevier, vol. 18(2), pages 301-317, August.
    26. Blanco, Mariana & Engelmann, Dirk & Normann, Hans Theo, 2011. "A within-subject analysis of other-regarding preferences," Games and Economic Behavior, Elsevier, vol. 72(2), pages 321-338, June.
    27. Scott E. Masten & Stéphane Saussier, 2000. "Econometrics of Contracts : an Assessment of Developments in the Empirical Literature on Contracting," Revue d'Économie Industrielle, Programme National Persée, vol. 92(1), pages 215-236.
    28. Jullien, Bruno, 2000. "Participation Constraints in Adverse Selection Models," Journal of Economic Theory, Elsevier, vol. 93(1), pages 1-47, July.
    29. Patrick W. Schmitz, 2006. "Information Gathering, Transaction Costs, and the Property Rights Approach," American Economic Review, American Economic Association, vol. 96(1), pages 422-434, March.
    30. Elena Asparouhova, 2006. "Competition in Lending: Theory and Experiments," Review of Finance, European Finance Association, vol. 10(2), pages 189-219.
    31. Rapoport, Amnon & Sundali, James A, 1996. "Ultimatums in Two-Person Bargaining with One-Sided Uncertainty: Offer Games," International Journal of Game Theory, Springer;Game Theory Society, vol. 25(4), pages 475-494.
    32. Lewis, Tracy R & Sappington, David E M, 1997. "Information Management in Incentive Problems," Journal of Political Economy, University of Chicago Press, vol. 105(4), pages 796-821, August.
    33. Fehr, Ernst & Schmidt, Klaus M., 2006. "The Economics of Fairness, Reciprocity and Altruism - Experimental Evidence and New Theories," Handbook on the Economics of Giving, Reciprocity and Altruism, in: S. Kolm & Jean Mercier Ythier (ed.), Handbook of the Economics of Giving, Altruism and Reciprocity, edition 1, volume 1, chapter 8, pages 615-691, Elsevier.
    34. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521818742, September.
    35. Anke Kessler, 1998. "The Value of Ignorance," RAND Journal of Economics, The RAND Corporation, vol. 29(2), pages 339-354, Summer.
    36. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521524117, September.
    37. 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.
    38. Kübler, D. & Müller, W. & Normann, H.T., 2008. "Job-market signalling and screening : An experimental study," Other publications TiSEM e60074dd-75cb-47df-965c-a, Tilburg University, School of Economics and Management.
    39. Guth, Werner & Tietz, Reinhard, 1990. "Ultimatum bargaining behavior : A survey and comparison of experimental results," Journal of Economic Psychology, Elsevier, vol. 11(3), pages 417-449, September.
    40. Committee, Nobel Prize, 2007. "Leonid Hurwicz, Eric S. Maskin and Roger B. Myerson: Mechanism Design Theory," Nobel Prize in Economics documents 2007-2, Nobel Prize Committee.
    41. Michael Rothschild & Joseph Stiglitz, 1976. "Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(4), pages 629-649.
    42. Drew Fudenberg & Jean Tirole, 1991. "Game Theory," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262061414, April.
    43. Jean-Jacques Laffont & Jean Tirole, 1993. "A Theory of Incentives in Procurement and Regulation," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262121743, April.
    44. Arnaud De Bruyn & Gary E. Bolton, 2008. "Estimating the Influence of Fairness on Bargaining Behavior," Management Science, INFORMS, vol. 54(10), pages 1774-1791, October.
    45. J. A. Mirrlees, 1971. "An Exploration in the Theory of Optimum Income Taxation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 38(2), pages 175-208.
    46. Eric Maskin & John Riley, 1984. "Monopoly with Incomplete Information," RAND Journal of Economics, The RAND Corporation, vol. 15(2), pages 171-196, Summer.
    47. Daniel Houser & Robert Kurzban, 2002. "Revisiting Kindness and Confusion in Public Goods Experiments," American Economic Review, American Economic Association, vol. 92(4), pages 1062-1069, September.
    48. Straub, Paul G. & Murnighan, J. Keith, 1995. "An experimental investigation of ultimatum games: information, fairness, expectations, and lowest acceptable offers," Journal of Economic Behavior & Organization, Elsevier, vol. 27(3), pages 345-364, August.
    49. Yi, Kang-Oh, 2005. "Quantal-response equilibrium models of the ultimatum bargaining game," Games and Economic Behavior, Elsevier, vol. 51(2), pages 324-348, May.
    50. Lewis, Tracy R. & Sappington, David E. M., 1989. "Countervailing incentives in agency problems," Journal of Economic Theory, Elsevier, vol. 49(2), pages 294-313, December.
    51. Guth, Werner & Huck, Steffen & Ockenfels, Peter, 1996. "Two-Level Ultimatum Bargaining with Incomplete Information: An Experimental Study," Economic Journal, Royal Economic Society, vol. 106(436), pages 593-604, May.
    52. Steffen Huck & Andrew J. Seltzer & Brian Wallace, 2011. "Deferred Compensation in Multiperiod Labor Contracts: An Experimental Test of Lazear's Model," American Economic Review, American Economic Association, vol. 101(2), pages 819-843, April.
    53. Riordan, Michael H. & Sappington, David E. M., 1988. "Optimal contracts with public ex post information," Journal of Economic Theory, Elsevier, vol. 45(1), pages 189-199, June.
    54. Kagel, John H. & Kim, Chung & Moser, Donald, 1996. "Fairness in Ultimatum Games with Asymmetric Information and Asymmetric Payoffs," Games and Economic Behavior, Elsevier, vol. 13(1), pages 100-110, March.
    55. Greiner, Ben, 2004. "An Online Recruitment System for Economic Experiments," MPRA Paper 13513, University Library of Munich, Germany.
    56. Guesnerie, Roger & Laffont, Jean-Jacques, 1984. "A complete solution to a class of principal-agent problems with an application to the control of a self-managed firm," Journal of Public Economics, Elsevier, vol. 25(3), pages 329-369, December.
    57. Forsythe, Robert & Kennan, John & Sopher, Barry, 1991. "An Experimental Analysis of Strikes in Bargaining Games with One-Sided Private Information," American Economic Review, American Economic Association, vol. 81(1), pages 253-278, March.
    58. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521818735, September.
    59. Dewatripont,Mathias & Hansen,Lars Peter & Turnovsky,Stephen J. (ed.), 2003. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9780521524124, September.
    60. Guth, Werner & Schmittberger, Rolf & Schwarze, Bernd, 1982. "An experimental analysis of ultimatum bargaining," Journal of Economic Behavior & Organization, Elsevier, vol. 3(4), pages 367-388, December.
    61. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
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    More about this item

    Keywords

    Mechanism design; Incentive theory; Private information; Laboratory experiment;
    All these keywords.

    JEL classification:

    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • D86 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Economics of Contract Law
    • C72 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Noncooperative Games
    • C92 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Group Behavior

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