Institutional Heterogeneity in Social Dilemma Games: A Bayesian Examination
AbstractA 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.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by University of Alaska Anchorage, Department of Economics in its series Working Papers with number 2012-04.
Date of creation: Nov 2012
Date of revision:
Contact details of provider:
Web page: http://www.cbpp.uaa.alaska.edu/CBPPHome/DepartmentsandMajors/Economics.aspx
More information through EDIRC
experimental economics; Social Dilemma Games; Hierarchical Modeling; Bayesian Simulation; Common Property Resource;
Find related papers by JEL classification:
- C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
- C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models
- C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
- C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
- Q28 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Government Policy
This paper has been announced in the following NEP Reports:
- NEP-ALL-2013-02-16 (All new papers)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- 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.
- Glenn W. Harrison & John A. List, 2004.
Journal of Economic Literature,
American Economic Association, vol. 42(4), pages 1009-1055, December.
- 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.
- 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.
- 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," The Journal of Socio-Economics, Elsevier, vol. 33(4), pages 395-408, September.
- Juan-Camilo Cardenas & John Stranlund & Cleve Willis, 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.
- repec:att:wimass:9309 is not listed on IDEAS
- 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.
- 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.
- 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.
- repec:feb:artefa:0023 is not listed on IDEAS
- Andreoni, James, 1995.
"Cooperation in Public-Goods Experiments: Kindness or Confusion?,"
American Economic Review,
American Economic Association, vol. 85(4), pages 891-904, September.
- Jana Vyrastekova & Daan van Soest, 2003.
"Centralized Common-Pool Management and Local Community Participation,"
University of Wisconsin Press, vol. 79(4), pages 500-514.
- Vyrastekova,J. & Soest,D. van, 2002. "Centralized common pool management and local community participation," Working Papers 335, Bielefeld University, Center for Mathematical Economics.
- 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.
- 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).
- 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.
- Juan-Camilo Cardenas & Elinor Ostrom, 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Nicholas Bardsley & Peter Moffatt, 2005. "The Experimetrics of Public Goods: Inferring Motivations from Contributions," Discussion Papers 2005-09, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
- 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.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Jonathan Alevy).
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 references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.