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Communication and Information in Games of Collective Decision: A Survey of Experimental Results

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  • Cesar Martinelli

    (Interdisciplinary Center for Economic Science and Department of Economics, George Mason University)

  • Thomas R. Palfrey

    (Division of the Humanities and Social Sciences, California Institute of Technology)

Abstract

We survey selectively lab experiments on voting games including pre-play activities such as communication and other forms of information release. We focus on a few areas that have received much attention in the last few decades, including costly voting and other collective action problems, coordination in elections with more than two alternatives, electoral competition and democratic accountability with imperfect Information, and legislative bargaining. We identify three forces that appear to be operating when communication is allowed: equilibrium, efficiency, and (underlying both) coordination.

Suggested Citation

  • Cesar Martinelli & Thomas R. Palfrey, 2017. "Communication and Information in Games of Collective Decision: A Survey of Experimental Results," Working Papers 1065, George Mason University, Interdisciplinary Center for Economic Science.
  • Handle: RePEc:gms:wpaper:1065
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    1. Christiansen, N. & Georganas, S. & Kagel, J. H., 2013. "Coalition Formation in a Legislative Voting Game," Working Papers 2903, Department of Economics, City University London.
    2. , & ,, 2006. "Group formation and voter participation," Theoretical Economics, Econometric Society, vol. 1(4), pages 461-487, December.
    3. Bouton, Laurent & Castanheira, Micael & Llorente-Saguer, Aniol, 2017. "Multicandidate elections: Aggregate uncertainty in the laboratory," Games and Economic Behavior, Elsevier, vol. 101(C), pages 132-150.
    4. Battaglini, Marco & Morton, Rebecca & Palfrey, Thomas, 2007. "Efficiency, Equity, and Timing of Voting Mechanisms," American Political Science Review, Cambridge University Press, vol. 101(3), pages 409-424, August.
    5. S. Nageeb Ali & Jacob K. Goeree & Navin Kartik & Thomas R. Palfrey, 2008. "Information Aggregation in Standing and Ad Hoc Committees," American Economic Review, American Economic Association, vol. 98(2), pages 181-186, May.
    6. Baron, David P. & Ferejohn, John A., 1989. "Bargaining in Legislatures," American Political Science Review, Cambridge University Press, vol. 83(4), pages 1181-1206, December.
    7. Bochet, Olivier & Page, Talbot & Putterman, Louis, 2006. "Communication and punishment in voluntary contribution experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 60(1), pages 11-26, May.
    8. Cristiano Cantore & Paul Levine & Giovanni Melina & Joseph Pearlman, 2013. "Optimal Fiscal and Monetary Rules in Normal and Abnormal Times," School of Economics Discussion Papers 0513, School of Economics, University of Surrey.
    9. Jens Großer & Arthur Schram, 2010. "Public Opinion Polls, Voter Turnout, and Welfare: An Experimental Study," American Journal of Political Science, John Wiley & Sons, vol. 54(3), pages 700-717, July.
    10. Myerson, Roger B. & Weber, Robert J., 1993. "A Theory of Voting Equilibria," American Political Science Review, Cambridge University Press, vol. 87(1), pages 102-114, March.
    11. Timothy Feddersen & Wolfgang Pesendorfer, 1997. "Voting Behavior and Information Aggregation in Elections with Private Information," Econometrica, Econometric Society, vol. 65(5), pages 1029-1058, September.
    12. Gerber, Elisabeth R. & Morton, Rebecca B. & Rietz, Thomas A., 1998. "Minority Representation in Multimember Districts," American Political Science Review, Cambridge University Press, vol. 92(1), pages 127-144, March.
    13. Fudenberg, Drew & Levine, David K, 1993. "Self-Confirming Equilibrium," Econometrica, Econometric Society, vol. 61(3), pages 523-545, May.
    14. Guarnaschelli, Serena & McKelvey, Richard D. & Palfrey, Thomas R., 2000. "An Experimental Study of Jury Decision Rules," American Political Science Review, Cambridge University Press, vol. 94(2), pages 407-423, June.
    15. Roger B. Myerson, 1998. "Population uncertainty and Poisson games," International Journal of Game Theory, Springer;Game Theory Society, vol. 27(3), pages 375-392.
    16. Esteban Klor & Eyal Winter, 2007. "The welfare effects of public opinion polls," International Journal of Game Theory, Springer;Game Theory Society, vol. 35(3), pages 379-394, February.
    17. John Duggan & César Martinelli, 2020. "Electoral Accountability and Responsive Democracy," The Economic Journal, Royal Economic Society, vol. 130(627), pages 675-715.
    18. Smith, Vernon L, 1979. " An Experimental Comparison of Three Public Good Decision Mechanisms," Scandinavian Journal of Economics, Wiley Blackwell, vol. 81(2), pages 198-215.
    19. Riker, William H. & Zavoina, William James, 1970. "Rational Behavior in Politics: Evidence from a Three Person Game," American Political Science Review, Cambridge University Press, vol. 64(1), pages 48-60, March.
    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. Levine, David K. & Palfrey, Thomas R., 2007. "The Paradox of Voter Participation? A Laboratory Study," American Political Science Review, Cambridge University Press, vol. 101(1), pages 143-158, February.
    22. Andreoni, James & Rao, Justin M., 2011. "The power of asking: How communication affects selfishness, empathy, and altruism," Journal of Public Economics, Elsevier, vol. 95(7), pages 513-520.
    23. Esteban F. Klor & Eyal Winter, 2018. "On public opinion polls and voters' turnout," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 20(2), pages 239-256, April.
    24. Marco Battaglini & Thomas Palfrey, 2012. "The dynamics of distributive politics," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 49(3), pages 739-777, April.
    25. Daniel Houser & Thomas Stratmann, 2008. "Selling favors in the lab: experiments on campaign finance reform," Public Choice, Springer, vol. 136(1), pages 215-239, July.
    26. Großer, Jens & Seebauer, Michael, 2016. "The curse of uninformed voting: An experimental study," Games and Economic Behavior, Elsevier, vol. 97(C), pages 205-226.
    27. Morton, Rebecca B. & Williams, Kenneth C., 1999. "Information Asymmetries and Simultaneous versus Sequential Voting," American Political Science Review, Cambridge University Press, vol. 93(1), pages 51-67, March.
    28. Feddersen, Timothy & Pesendorfer, Wolfgang, 1998. "Convicting the Innocent: The Inferiority of Unanimous Jury Verdicts under Strategic Voting," American Political Science Review, Cambridge University Press, vol. 92(1), pages 23-35, March.
    29. 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.
    30. Mark Isaac, R. & McCue, Kenneth F. & Plott, Charles R., 1985. "Public goods provision in an experimental environment," Journal of Public Economics, Elsevier, vol. 26(1), pages 51-74, February.
    31. Groãÿer, Jens & Schram, Arthur, 2006. "Neighborhood Information Exchange and Voter Participation: An Experimental Study," American Political Science Review, Cambridge University Press, vol. 100(2), pages 235-248, May.
    32. Isaac, R Mark & Walker, James M, 1988. "Communication and Free-Riding Behavior: The Voluntary Contribution Mechanism," Economic Inquiry, Western Economic Association International, vol. 26(4), pages 585-608, October.
    33. Marcelo Tyszler & Arthur Schram, 2016. "Information and strategic voting," Experimental Economics, Springer;Economic Science Association, vol. 19(2), pages 360-381, June.
    34. Martinelli, Cesar, 2006. "Would rational voters acquire costly information?," Journal of Economic Theory, Elsevier, vol. 129(1), pages 225-251, July.
    35. Andrzej Baranski & John H. Kagel, 2015. "Communication in legislative bargaining," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 59-71, July.
    36. César Martinelli, 2007. "Rational ignorance and voting behavior," International Journal of Game Theory, Springer;Game Theory Society, vol. 35(3), pages 315-335, February.
    37. Lupia, Arthur, 1994. "The Effect of Information on Voting Behavior and Electoral Outcomes: An Experimental Study of Direct Legislation," Public Choice, Springer, vol. 78(1), pages 65-86, January.
    38. Anthony Downs, 1957. "An Economic Theory of Political Action in a Democracy," Journal of Political Economy, University of Chicago Press, vol. 65, pages 135-135.
    39. Baron, David P. & Bowen, T. Renee & Nunnari, Salvatore, 2017. "Durable coalitions and communication: Public versus private negotiations," Journal of Public Economics, Elsevier, vol. 156(C), pages 1-13.
    40. John Ferejohn, 1986. "Incumbent performance and electoral control," Public Choice, Springer, vol. 50(1), pages 5-25, January.
    41. Riker, William H. & Ordeshook, Peter C., 1968. "A Theory of the Calculus of Voting," American Political Science Review, Cambridge University Press, vol. 62(1), pages 25-42, March.
    42. Cason, Timothy N. & Khan, Feisal U., 1999. "A laboratory study of voluntary public goods provision with imperfect monitoring and communication," Journal of Development Economics, Elsevier, vol. 58(2), pages 533-552, April.
    43. Feddersen, Timothy J & Pesendorfer, Wolfgang, 1996. "The Swing Voter's Curse," American Economic Review, American Economic Association, vol. 86(3), pages 408-424, June.
    44. Thomas Palfrey & Howard Rosenthal, 1983. "A strategic calculus of voting," Public Choice, Springer, vol. 41(1), pages 7-53, January.
    45. Riker, William H. & Ordeshook, Peter C., 1968. "A Theory of the Calculus of Voting," American Political Science Review, Cambridge University Press, vol. 62(1), pages 25-42, March.
    46. Gary E. Bolton & Kalyan Chatterjee & Kathleen L. McGinn, 2013. "How Communication Links Influence Coalition Bargaining: A Laboratory Investigation," World Scientific Book Chapters, in: Bargaining in the Shadow of the Market Selected Papers on Bilateral and Multilateral Bargaining, chapter 6, pages 113-128, World Scientific Publishing Co. Pte. Ltd..
    47. Christiansen, N. & Georganas, S. & Kagel, J. H., 2013. "Coalition Formation in a Legislative Voting Game," Working Papers 10.1257/mic.6.1.182, Department of Economics, City University London.
    48. Jacob Goeree & Jens Großer, 2007. "Welfare Reducing Polls," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 31(1), pages 51-68, April.
    49. Taylor, Curtis R. & Yildirim, Huseyin, 2010. "Public information and electoral bias," Games and Economic Behavior, Elsevier, vol. 68(1), pages 353-375, January.
    50. Robert Barro, 1973. "The control of politicians: An economic model," Public Choice, Springer, vol. 14(1), pages 19-42, March.
    51. Melis Kartal, 2015. "Laboratory elections with endogenous turnout: proportional representation versus majoritarian rule," Experimental Economics, Springer;Economic Science Association, vol. 18(3), pages 366-384, September.
    52. Bernhard Kittel & Wolfgang Luhan & Rebecca Morton, 2014. "Communication and Voting in Multi‐party Elections: An Experimental Study," Economic Journal, Royal Economic Society, vol. 124(574), pages 196-225, February.
    53. Forsythe, Robert & Rietz, Thomas & Myerson, Roger & Weber, Robert, 1996. "An Experimental Study of Voting Rules and Polls in Three-Candidate Elections," International Journal of Game Theory, Springer;Game Theory Society, vol. 25(3), pages 355-383.
    54. Austen-Smith, David & Banks, Jeffrey S., 1996. "Information Aggregation, Rationality, and the Condorcet Jury Theorem," American Political Science Review, Cambridge University Press, vol. 90(1), pages 34-45, March.
    55. Marina Agranov & Jacob K Goeree & Julian Romero & Leeat Yariv, 2018. "What Makes Voters Turn Out: The Effects of Polls and Beliefs," Journal of the European Economic Association, European Economic Association, vol. 16(3), pages 825-856.
    56. Agranov, Marina & Tergiman, Chloe, 2014. "Communication in multilateral bargaining," Journal of Public Economics, Elsevier, vol. 118(C), pages 75-85.
    57. David Sally, 1995. "Conversation and Cooperation in Social Dilemmas," Rationality and Society, , vol. 7(1), pages 58-92, January.
    58. Marcelo Tyszler & Arthur Schram, 2013. "Strategic Voting in Heterogeneous Electorates: An Experimental Study," Games, MDPI, vol. 4(4), pages 1-24, November.
    59. Jackson, Matthew O. & Moselle, Boaz, 2002. "Coalition and Party Formation in a Legislative Voting Game," Journal of Economic Theory, Elsevier, vol. 103(1), pages 49-87, March.
    60. Thomas R Palfrey & Kirill Pogorelskiy, 2019. "Communication Among Voters Benefits the Majority Party," The Economic Journal, Royal Economic Society, vol. 129(618), pages 961-990.
    61. Houser, Daniel & Morton, Rebecca & Stratmann, Thomas, 2011. "Turned on or turned out? Campaign advertising, information and voting," European Journal of Political Economy, Elsevier, vol. 27(4), pages 708-727.
    62. Helios Herrera & Massimo Morelli & Thomas Palfrey, 2014. "Turnout and Power Sharing," Economic Journal, Royal Economic Society, vol. 124(574), pages 131-162, February.
    63. Jacob K. Goeree & Leeat Yariv, 2015. "Conformity in the lab," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 15-28, July.
    64. Fey, Mark, 1997. "Stability and Coordination in Duverger's Law: A Formal Model of Preelection Polls and Strategic Voting," American Political Science Review, Cambridge University Press, vol. 91(1), pages 135-147, March.
    65. McKelvey, Richard D. & Ordeshook, Peter C., 1985. "Elections with limited information: A fulfilled expectations model using contemporaneous poll and endorsement data as information sources," Journal of Economic Theory, Elsevier, vol. 36(1), pages 55-85, June.
    66. Kalandrakis, Anastassios, 2004. "A three-player dynamic majoritarian bargaining game," Journal of Economic Theory, Elsevier, vol. 116(2), pages 294-322, June.
    67. Richard McKelvey & Peter Ordeshook, 1984. "Rational expectations in elections: some experimental results based on a multidimensional model," Public Choice, Springer, vol. 44(1), pages 61-102, January.
    68. Palfrey, Thomas R. & Rosenthal, Howard, 1985. "Voter Participation and Strategic Uncertainty," American Political Science Review, Cambridge University Press, vol. 79(1), pages 62-78, March.
    69. McKelvey, Richard D. & Ordeshook, Peter C., 1987. "Elections with limited information: A multidimensional model," Mathematical Social Sciences, Elsevier, vol. 14(1), pages 77-99, August.
    70. Riker, William H., 1982. "The Two-party System and Duverger's Law: An Essay on the History of Political Science," American Political Science Review, Cambridge University Press, vol. 76(4), pages 753-766, December.
    71. Jacob K. Goeree & Leeat Yariv, 2011. "An Experimental Study of Collective Deliberation," Econometrica, Econometric Society, vol. 79(3), pages 893-921, May.
    72. John Duggan & César Martinelli, 2017. "The Political Economy of Dynamic Elections: Accountability, Commitment, and Responsiveness," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 916-984, September.
    73. Schram, Arthur & Sonnemans, Joep, 1996. "Why people vote: Experimental evidence," Journal of Economic Psychology, Elsevier, vol. 17(4), pages 417-442, August.
    74. Palfrey, Thomas & Rosenthal, Howard & Roy, Nilanjan, 2017. "How cheap talk enhances efficiency in threshold public goods games," Games and Economic Behavior, Elsevier, vol. 101(C), pages 234-259.
    75. T. Reitz & R. Myerson & R. Weber, 1998. "Campaign Finance Levels as Coordinating Signals in Three‐way, Experimental Elections," Economics and Politics, Wiley Blackwell, vol. 10(3), pages 185-218, November.
    76. Daniel Houser & Sandra Ludwig & Thomas Stratmann, 2016. "Deception And Political Participation: Theory And Laboratory Evidence," Economic Inquiry, Western Economic Association International, vol. 54(1), pages 464-484, January.
    77. Ignacio Esponda Jr. & Emanuel Vespa Jr., 2014. "Hypothetical Thinking and Information Extraction in the Laboratory," American Economic Journal: Microeconomics, American Economic Association, vol. 6(4), pages 180-202, November.
    78. Sugato Dasgupta & Kenneth C. Williams, 1995. "Search Behavior Of Asymmetrically Informed Voters: An Experimental Study," Economics and Politics, Wiley Blackwell, vol. 7(1), pages 21-41, March.
    79. Sugato Dasgupta & Kenneth C. Williams, 2002. "A Principal-Agent Model of Elections with Novice Incumbents," Journal of Theoretical Politics, , vol. 14(4), pages 409-438, October.
    80. Marco Battaglini & Rebecca B. Morton & Thomas R. Palfrey, 2008. "Information Aggregation and Strategic Abstention in Large Laboratory Elections," American Economic Review, American Economic Association, vol. 98(2), pages 194-200, May.
    81. Callander, Steven, 2008. "Majority rule when voters like to win," Games and Economic Behavior, Elsevier, vol. 64(2), pages 393-420, November.
    82. Bhattacharya, Sourav & Duffy, John & Kim, SunTak, 2017. "Voting with endogenous information acquisition: Experimental evidence," Games and Economic Behavior, Elsevier, vol. 102(C), pages 316-338.
    83. Smith, Vernon L, 1980. "Experiments with a Decentralized Mechanism for Public Good Decisions," American Economic Review, American Economic Association, vol. 70(4), pages 584-599, September.
    84. Gardner, Roy & Ostrom, Elinor, 1991. "Rules and Games," Public Choice, Springer, vol. 70(2), pages 121-149, May.
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    6. Pogorelskiy, Kirill & Shum, Matthew, 2019. "News We Like to Share: How News Sharing on Social Networks Influences Voting Outcomes," CAGE Online Working Paper Series 427, Competitive Advantage in the Global Economy (CAGE).

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