Rank Weighting in Multiattribute Utility Decision Making: Avoiding the Pitfalls of Equal Weights.

reportActive / Technical Report | Accession Number: ADA078941 | Open PDF

Abstract:

The notion of dominance in multiattribute utility decision contexts leads to a change in the considered alternative set. The implications of this set change are discussed in relation to the conditions of Wainers Wainer, 1976 equal weights theorem and the resulting sensitivity to weighting of importance dimensions demonstrated. Data from three multiattribute decision making studies are examined using four rank weighting techniques as well as equal weights. Rank weighting of importance dimensions demonstrate marked improvement of approximation as reflected in both Pearson and rank order correlations for measures of overall utility across alternatives within the nondominated subset. Implications for multiattribute utility application are discussed. Author

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