Estimation of Group Priorities and Value of Information

Estimation of Group Priorities and Value of Information

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Article ID: iaor201524546
Volume: 21
Issue: 3-4
Start Page Number: 173
End Page Number: 181
Publication Date: May 2014
Journal: Journal of Multi-Criteria Decision Analysis
Authors: ,
Keywords: information
Abstract:

In this paper, we present a Bayesian approach to model uncertainty about a group's priorities in a multicriteria evaluation problem and develop a methodology to quantify amount of information provided by a sample of priorities. In so doing, we discuss how the quantification of the information content can be used to decide to elicit additional priorities from the group. We illustrate the implementation of our approach and discuss additional insights that it provides using real‐life data from an academic department's priority analysis.

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