Multiattribute value elicitation

Tools

Morton, Alec; Dias, Luis C. and Morton, Alec and Quigley, John, eds. (2017) Multiattribute value elicitation. In: Elicitation. International Series in Operations Research & Management Science, 261 . Springer, New York, pp. 287-311. ISBN 9783319650517 (https://doi.org/10.1007/978-3-319-65052-4_12)

[thumbnail of Morton-ORMS2017-Multiattribute-value-elicitation]
Preview
 Text. Filename: Morton_ORMS2017_Multiattribute_value_elicitation.pdf
Accepted Author Manuscript
Download (1MB)| Preview

Abstract

Multiattribute Value Theory (MAVT) methods are perhaps the most intuitive mul-ticriteria methods, and have the most theoretically well-understood basis. They are employ a divide-and-conquer modelling strategy in which the value of an op-tion is conceptualised as a function (typically the sum) of the scores associated with the performance of the option on different attributes. This chapter outlines the concept of preferential independence, which has a critical underpinning role of elicitation within the MAVT paradigm. I also present MAVT elicitation in the context of the overall Decision Analysis process, comprising three broad stages: Designing and Planning; Structuring the Model; and Analysing the Model. I out-line some of the main practical methods for arriving at the partial values and weighting them to arrive at an overall value score, including both traditional methods relying on cardinal assessment, and the MACBETH approach which uses qualitative difference judgements. A running example of a house choice problem is used to illustrate the different elicitation approaches.

ORCID iDs

Morton, Alec ORCID logoORCID: https://orcid.org/0000-0003-3803-8517; Dias, Luis C., Morton, Alec and Quigley, John
CORE (COnnecting REpositories)