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Group Decisions with Multiple Criteria

Author

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  • Manel Baucells

    (IESE Business School, University of Navarra, Ave. Pearson, 21, 08034, Barcelona, Spain, and Fuqua School of Business, Duke University, Durham, North Carolina 27708-0120)

  • Rakesh K. Sarin

    (The Anderson School, University of California, Los Angeles, California 90095-1481)

Abstract

We consider a decision problem where a group of individuals evaluates multiattribute alternatives. We explore the minimal required agreements that are sufficient to specify the group utility function. A surprising result is that, under some conditions, a bilateral agreement among pairs of individuals on a single attribute is sufficient to derive the multiattribute group utility. The bilateral agreement between a pair of individuals could be on the weight of an attribute, on an attribute evaluation function, or on willingness to pay. We focus on the case in which each individual's utility function is additive. We show that the group utility can be represented as the weighted sum of group attribute weights and, more remarkably, of attribute evaluation functions. These group attribute evaluation functions are in turn weighted sums of individual attribute evaluation functions.

Suggested Citation

  • Manel Baucells & Rakesh K. Sarin, 2003. "Group Decisions with Multiple Criteria," Management Science, INFORMS, vol. 49(8), pages 1105-1118, August.
  • Handle: RePEc:inm:ormnsc:v:49:y:2003:i:8:p:1105-1118
    DOI: 10.1287/mnsc.49.8.1105.16400
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    References listed on IDEAS

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    1. Buchanan, J. T. & Daellenbach, H. G., 1987. "A comparative evaluation of interactive solution methods for multiple objective decision models," European Journal of Operational Research, Elsevier, vol. 29(3), pages 353-359, June.
    2. Pekka Korhonen & Herbert Moskowitz & Pekka Salminen & Jyrki Wallenius, 1993. "Further Developments and Tests of a Progressive Algorithm for Multiple Criteria Decision Making," Operations Research, INFORMS, vol. 41(6), pages 1033-1045, December.
    3. Gregory W. Fischer & Mary Frances Luce & Jianmin Jia, 2000. "Attribute Conflict and Preference Uncertainty: Effects on Judgment Time and Error," Management Science, INFORMS, vol. 46(1), pages 88-103, January.
    4. Gregory W. Fischer & Nirmala Damodaran & Kathryn B. Laskey & David Lincoln, 1987. "Preferences for Proxy Attributes," Management Science, INFORMS, vol. 33(2), pages 198-214, February.
    5. James S. Dyer & Rakesh K. Sarin, 1979. "Group Preference Aggregation Rules Based on Strength of Preference," Management Science, INFORMS, vol. 25(9), pages 822-832, September.
    6. Kasanen, Eero & Wallenius, Hannele & Wallenius, Jyrki & Zionts, Stanley, 2000. "A study of high-level managerial decision processes, with implications for MCDM research," European Journal of Operational Research, Elsevier, vol. 120(3), pages 496-510, February.
    7. John C. Harsanyi, 1955. "Cardinal Welfare, Individualistic Ethics, and Interpersonal Comparisons of Utility," Journal of Political Economy, University of Chicago Press, vol. 63(4), pages 309-309.
    8. Zaharias Xanthopulos & Emanuel Melachrinoudis & Marius M. Solomon, 2000. "Interactive Multiobjective Group Decision Making with Interval Parameters," Management Science, INFORMS, vol. 46(12), pages 1585-1601, December.
    9. Gregory W. Fischer & Jianmin Jia & Mary Frances Luce, 2000. "Attribute Conflict and Preference Uncertainty: The RandMAU Model," Management Science, INFORMS, vol. 46(5), pages 669-684, May.
    10. James S. Dyer & Peter C. Fishburn & Ralph E. Steuer & Jyrki Wallenius & Stanley Zionts, 1992. "Multiple Criteria Decision Making, Multiattribute Utility Theory: The Next Ten Years," Management Science, INFORMS, vol. 38(5), pages 645-654, May.
    11. Harte, Johanna M. & Koele, Pieter, 1995. "A Comparison of Different Methods for the Elicitation of Attribute Weights: Structural Modeling, Process Tracing, and Self-Reports," Organizational Behavior and Human Decision Processes, Elsevier, vol. 64(1), pages 49-64, October.
    12. Rüdiger von Nitzsch & Martin Weber, 1993. "The Effect of Attribute Ranges on Weights in Multiattribute Utility Measurements," Management Science, INFORMS, vol. 39(8), pages 937-943, August.
    13. Hart, Sergiu & Mas-Colell, Andreu, 1996. "Bargaining and Value," Econometrica, Econometric Society, vol. 64(2), pages 357-380, March.
    14. Zanakis, Stelios H. & Solomon, Anthony & Wishart, Nicole & Dublish, Sandipa, 1998. "Multi-attribute decision making: A simulation comparison of select methods," European Journal of Operational Research, Elsevier, vol. 107(3), pages 507-529, June.
    15. Moez Limayem & Gerardine DeSanctis, 2000. "Providing Decisional Guidance for Multicriteria Decision Making in Groups," Information Systems Research, INFORMS, vol. 11(4), pages 386-401, December.
    16. Ralph L. Keeney & Craig W. Kirkwood, 1975. "Group Decision Making Using Cardinal Social Welfare Functions," Management Science, INFORMS, vol. 22(4), pages 430-437, December.
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