IDEAS home Printed from https://ideas.repec.org/p/ala/wpaper/2012-04.html
   My bibliography  Save this paper

Institutional Heterogeneity in Social Dilemma Games: A Bayesian Examination

Author

Listed:
  • Klaus Moeltner

    (Department of Agricultural and Applied Economics, Virginia Tech)

  • James J. Murphy

    (Department of Economics, University of Alaska Anchorage)

  • John K. Stranlund

    (Department of Resource Economics, University of Massachusetts Amherst)

  • Maria Alejandra Velez

    (School of Management, Universidad de los Andes)

Abstract

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.

Suggested Citation

  • Klaus Moeltner & James J. Murphy & John K. Stranlund & Maria Alejandra Velez, 2012. "Institutional Heterogeneity in Social Dilemma Games: A Bayesian Examination," Working Papers 2012-04, University of Alaska Anchorage, Department of Economics.
    • Handle: RePEc:ala:wpaper:2012-04
    as

    Download full text from publisher

    File URL: http://www.econpapers.uaa.alaska.edu/RePEC/ala/wpaper/ALA201204.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Han C. & Carlin B. P., 2001. "Markov Chain Monte Carlo Methods for Computing Bayes Factors: A Comparative Review," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 1122-1132, September.
    3. Maria Alejandra Velez & James J. Murphy & John K. Stranlund, 2010. "Centralized And Decentralized Management Of Local Common Pool Resources In The Developing World: Experimental Evidence From Fishing Communities In Colombia," Economic Inquiry, Western Economic Association International, vol. 48(2), pages 254-265, April.
    4. Glenn W. Harrison & John A. List, 2004. "Field Experiments," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1009-1055, December.
    5. 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.
    6. Axel Ostmann, 1998. "External Control May Destroy The Commons," Rationality and Society, , vol. 10(1), pages 103-122, February.
    7. Fischbacher, Urs & Gachter, Simon & Fehr, Ernst, 2001. "Are people conditionally cooperative? Evidence from a public goods experiment," Economics Letters, Elsevier, vol. 71(3), pages 397-404, June.
    8. 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.
    9. Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström, 2007. "Estimating Risk Attitudes in Denmark: A Field Experiment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 109(2), pages 341-368, June.
    10. Peter Moffatt, 2005. "Stochastic Choice and the Allocation of Cognitive Effort," Experimental Economics, Springer;Economic Science Association, vol. 8(4), pages 369-388, December.
    11. 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.
    12. Andreoni, James, 1995. "Cooperation in Public-Goods Experiments: Kindness or Confusion?," American Economic Review, American Economic Association, vol. 85(4), pages 891-904, September.
    13. 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.
    14. Velez, Maria Alejandra & Stranlund, John K. & Murphy, James J., 2009. "What motivates common pool resource users? Experimental evidence from the field," Journal of Economic Behavior & Organization, Elsevier, vol. 70(3), pages 485-497, June.
    15. 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.
    16. 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.
    17. John A. List & Michael K. Price (ed.), 2013. "Handbook on Experimental Economics and the Environment," Books, Edward Elgar Publishing, number 12964.
    18. 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 829-846, December.
    19. Koop,Gary & Poirier,Dale J. & Tobias,Justin L., 2007. "Bayesian Econometric Methods," Cambridge Books, Cambridge University Press, number 9780521671736, June.
    20. 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.
    21. 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.
    22. Chan,Joshua & Koop,Gary & Poirier,Dale J. & Tobias,Justin L., 2019. "Bayesian Econometric Methods," Cambridge Books, Cambridge University Press, number 9781108437493.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    Full references (including those not matched with items on IDEAS)

    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. Velez, Maria Alejandra & Stranlund, John K. & Murphy, James J., 2012. "Preferences for government enforcement of a common pool harvest quota: Theory and experimental evidence from fishing communities in Colombia," Ecological Economics, Elsevier, vol. 77(C), pages 185-192.
    2. Maria Alejandra Velez & James J. Murphy & John K. Stranlund, 2010. "Centralized And Decentralized Management Of Local Common Pool Resources In The Developing World: Experimental Evidence From Fishing Communities In Colombia," Economic Inquiry, Western Economic Association International, vol. 48(2), pages 254-265, April.
    3. Simon Gaechter & Benedikt Herrmann, 2008. "Reciprocity, culture, and human cooperation: Previous insights and a new cross-cultural experiment," Discussion Papers 2008-14, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    4. Blanco, Esther & Lopez, Maria Claudia & Villamayor-Tomas, Sergio, 2015. "Exogenous degradation in the commons: Field experimental evidence," Ecological Economics, Elsevier, vol. 120(C), pages 430-439.
    5. Simon Gaechter & Benedikt Herrmann, 2008. "Reciprocity, culture, and human cooperation: Previous insights and a new cross-cultural experiment," Discussion Papers 2008-14, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    6. Bodo Sturm & Joachim Weimann, 2006. "Experiments in Environmental Economics and Some Close Relatives," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 419-457, July.
    7. Hayo, Bernd & Vollan, Björn, 2012. "Group interaction, heterogeneity, rules, and co-operative behaviour: Evidence from a common-pool resource experiment in South Africa and Namibia," Journal of Economic Behavior & Organization, Elsevier, vol. 81(1), pages 9-28.
    8. Simon Gaechter, 2006. "Conditional cooperation: Behavioral regularities from the lab and the field and their policy implications," Discussion Papers 2006-03, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    9. Carlos A. Chávez & James J. Murphy & John K. Stranlund, 2021. "Co-enforcement of Common Pool Resources to Deter Encroachment: Evidence from a Field Experiment in Chile," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(2), pages 425-450, October.
    10. Velez, Maria Alejandra & Stranlund, John K. & Murphy, James J., 2009. "What motivates common pool resource users? Experimental evidence from the field," Journal of Economic Behavior & Organization, Elsevier, vol. 70(3), pages 485-497, June.
    11. Marie Claire Villeval, 2012. "Contribution au bien public et préférences sociales : Apports récents de l'économie comportementale," Post-Print halshs-00681348, HAL.
    12. Ananish Chaudhuri, 2011. "Sustaining cooperation in laboratory public goods experiments: a selective survey of the literature," Experimental Economics, Springer;Economic Science Association, vol. 14(1), pages 47-83, March.
    13. Urs Fischbacher & Simon Gaechter, 2008. "Heterogeneous Social Preferences And The Dynamics Of Free Riding In Public Good Experiments," Discussion Papers 2008-07, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    14. de Melo, Gioia & Piaggio, Matías, 2015. "The perils of peer punishment: Evidence from a common pool resource framed field experiment," Ecological Economics, Elsevier, vol. 120(C), pages 376-393.
    15. Urs Fischbacher & Simon Gachter, 2010. "Social Preferences, Beliefs, and the Dynamics of Free Riding in Public Goods Experiments," American Economic Review, American Economic Association, vol. 100(1), pages 541-556, March.
    16. Roberto Burlando & Francesco Guala, 2002. "Overcontribution and decay in public goods experiments: a test of the heterogeneous agents hypothesis," CEEL Working Papers 0213, Cognitive and Experimental Economics Laboratory, Department of Economics, University of Trento, Italia.
    17. Anna Conte & M. Levati, 2014. "Use of data on planned contributions and stated beliefs in the measurement of social preferences," Theory and Decision, Springer, vol. 76(2), pages 201-223, February.
    18. Simon Gaechter, 2006. "Conditional cooperation: Behavioral regularities from the lab and the field and their policy implications," Discussion Papers 2006-03, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    19. Lopera Baena, Maria Adelaida, 2016. "Evidence of Conditional and Unconditional Cooperation in a Public Goods Game: Experimental Evidence from Mali," VfS Annual Conference 2016 (Augsburg): Demographic Change 145797, Verein für Socialpolitik / German Economic Association.
    20. Masel, Joanna, 2007. "A Bayesian model of quasi-magical thinking can explain observed cooperation in the public good game," Journal of Economic Behavior & Organization, Elsevier, vol. 64(2), pages 216-231, October.

    More about this item

    Keywords

    experimental economics; Social Dilemma Games; Hierarchical Modeling; Bayesian Simulation; Common Property Resource; environmental economics;
    All these keywords.

    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; Threshold 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
    • C72 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Noncooperative Games
    • C73 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Stochastic and Dynamic Games; Evolutionary Games
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

    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:ala:wpaper:2012-04. 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: Jonathan Alevy (email available below). General contact details of provider: https://edirc.repec.org/data/ecuaaus.html .

    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.