Institutional Heterogeneity in Social Dilemma Games: A Bayesian Examination
A main research focus in many Social Dilemma Games is the suitability of external institutional treatments in inducing socially optimal outcomes. It is likely that participating subjects exhibit unobserved heterogeneity in their reaction to these treatments. This type of “institutional heterogeneity” has to date not found much attention in the experimental literature. We propose a Hierarchical Bayesian estimation framework to highlight these heterogeneity effects. We illustrate that models that ignore treatment-specific heterogeneity can severely under-estimate the variability in treatment-induced decisions amongst the subject population. The resulting misleading picture of comparative treatment effects can lead to sub-optimal institutional choices and related policy decisions.
|Date of creation:||Nov 2012|
|Date of revision:|
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- Siddhartha Chib & Edward Greenberg & Rainer Winkelmann, 1996.
"Posterior Simulation and Bayes Factors in Panel Count Data Models,"
9608003, EconWPA, revised 25 Nov 1996.
- Chib, Siddhartha & Greenberg, Edward & Winkelmann, Rainer, 1998. "Posterior simulation and Bayes factors in panel count data models," Journal of Econometrics, Elsevier, vol. 86(1), pages 33-54, June.
- David Reiley & John List, 2008.
Artefactual Field Experiments
00091, The Field Experiments Website.
- Vyrastekova,J. & Soest,D. van, 2002.
"Centralized common pool management and local community participation,"
Center for Mathematical Economics Working Papers
335, Center for Mathematical Economics, Bielefeld University.
- Jana Vyrastekova & Daan van Soest, 2003. "Centralized Common-Pool Management and Local Community Participation," Land Economics, University of Wisconsin Press, vol. 79(4), pages 500-514.
- L. Randall Wray & Stephanie Bell, 2004. "Introduction," Chapters, in: Credit and State Theories of Money, chapter 1 Edward Elgar Publishing.
- John A. List, 2007.
"Field Experiments: A Bridge Between Lab and Naturally-Occurring Data,"
NBER Working Papers
12992, National Bureau of Economic Research, Inc.
- List John A., 2007. "Field Experiments: A Bridge between Lab and Naturally Occurring Data," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(2), pages 1-47, April.
- John List, 2006. "Field experiments: A bridge between lab and naturally occurring data," Artefactual Field Experiments 00083, The Field Experiments Website.
- Elinor Ostrom & Juan-Camilo Cardenas, 2004.
"What do people bring into the game? Experiments in the field about cooperation in the commons,"
Artefactual Field Experiments
00027, The Field Experiments Website.
- Cardenas, Juan-Camilo & Ostrom, Elinor, 2004. "What do people bring into the game? Experiments in the field about cooperation in the commons," Agricultural Systems, Elsevier, vol. 82(3), pages 307-326, December.
- Cárdenas, Juan-Camilo & Ostrom, Elinor, 2004. "What do people bring into the game: experiments in the field about cooperation in the commons," CAPRi working papers 32, International Food Policy Research Institute (IFPRI).
- Chib S. & Jeliazkov I., 2001. "Marginal Likelihood From the Metropolis-Hastings Output," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 270-281, March.
- Andreoni, James, 1995.
"Cooperation in Public-Goods Experiments: Kindness or Confusion?,"
American Economic Review,
American Economic Association, vol. 85(4), pages 891-904, September.
- Andreoni, J., 1993. "Cooperation in Public Goods Experiments: Kindness or Confusion?," Working papers 9309, Wisconsin Madison - Social Systems.
- Peter Moffatt, 2005. "Stochastic Choice and the Allocation of Cognitive Effort," Experimental Economics, Springer, vol. 8(4), pages 369-388, December.
- Cleve Willis & John Stranlund & Juan-Camilo Cardenas, 2000.
"Local environmental control and institutional crowding-out,"
Artefactual Field Experiments
00028, The Field Experiments Website.
- Cardenas, Juan Camilo & Stranlund, John & Willis, Cleve, 2000. "Local Environmental Control and Institutional Crowding-Out," World Development, Elsevier, vol. 28(10), pages 1719-1733, October.
- Nicholas Bardsley & Peter Moffatt, 2005.
"The Experimetrics of Public Goods: Inferring Motivations from Contributions,"
2005-09, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
- Nicholas Bardsley & Peter Moffatt, 2007. "The Experimetrics of Public Goods: Inferring Motivations from Contributions," Theory and Decision, Springer, vol. 62(2), pages 161-193, March.
- Jeffrey Carpenter, 2002.
"When In Rome: Conformity and the Provision of Public Goods,"
Middlebury College Working Paper Series
0217, Middlebury College, Department of Economics.
- Carpenter, Jeffrey P., 2004. "When in Rome: conformity and the provision of public goods," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 33(4), pages 395-408, September.
- Moeltner, Klaus & Boyle, Kevin J. & Paterson, Robert W., 2007. "Meta-analysis and benefit transfer for resource valuation-addressing classical challenges with Bayesian modeling," Journal of Environmental Economics and Management, Elsevier, vol. 53(2), pages 250-269, March.
- Palfrey, Thomas R & Prisbrey, Jeffrey E, 1997. "Anomalous Behavior in Public Goods Experiments: How Much and Why?," American Economic Review, American Economic Association, vol. 87(5), pages 829-46, December.
- Fischbacher, Urs & Gachter, Simon & Fehr, Ernst, 2001.
"Are people conditionally cooperative? Evidence from a public goods experiment,"
Elsevier, vol. 71(3), pages 397-404, June.
- Urs Fischbacher & Simon Gaechter & Ernst Fehr, . "Are People Conditionally Cooperative? Evidence from a Public Goods Experiment," IEW - Working Papers 016, Institute for Empirical Research in Economics - University of Zurich.
- Anderson, Simon P. & Goeree, Jacob K. & Holt, Charles A., 1998. "A theoretical analysis of altruism and decision error in public goods games," Journal of Public Economics, Elsevier, vol. 70(2), pages 297-323, November.
- Philippe Robert-Demontrond & R. Ringoot, 2004. "Introduction," Post-Print halshs-00081823, HAL.
- Brandts, Jordi & Schram, Arthur, 2001. "Cooperation and noise in public goods experiments: applying the contribution function approach," Journal of Public Economics, Elsevier, vol. 79(2), pages 399-427, February.
- Klaus Moeltner & James J. Murphy & John K. Stranlund & Maria Alejandra Velez, 2007. "Processing Data from Social Dilemma Experiments: A Bayesian Comparison of Parametric Estimators," Working Papers 07-013, University of Nevada, Reno, Department of Economics;University of Nevada, Reno , Department of Resource Economics.
- Thomas R. Palfrey & Jeffrey Prisbrey, 2010. "Anomalous Behavior in Public Goods Experiments: How Much and Why?," Levine's Working Paper Archive 1380, David K. Levine.
- Gregory L. Poe & Kelly L. Giraud & John B. Loomis, 2005. "Computational Methods for Measuring the Difference of Empirical Distributions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 353-365.
- Bischoff, Ivo, 2007. "Institutional choice versus communication in social dilemmas--An experimental approach," Journal of Economic Behavior & Organization, Elsevier, vol. 62(1), pages 20-36, January.
- Casari, Marco & Plott, Charles R., 2003. "Decentralized management of common property resources: experiments with a centuries-old institution," Journal of Economic Behavior & Organization, Elsevier, vol. 51(2), pages 217-247, June.
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