Does AHP help us make a choice? An experimental evaluation

Does AHP help us make a choice? An experimental evaluation

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Article ID: iaor20118565
Volume: 62
Issue: 10
Start Page Number: 1801
End Page Number: 1812
Publication Date: Oct 2011
Journal: Journal of the Operational Research Society
Authors: , ,
Keywords: decision: studies
Abstract:

In this paper, we use experimental economics methods to test how well Analytic Hierarchy Process (AHP) fares as a choice support system in a real decision problem. AHP provides a ranking that we statistically compare with three additional rankings given by the subjects in the experiment: one at the beginning, one after providing AHP with the necessary pair‐wise comparisons and one after learning the ranking provided by AHP. While the rankings vary widely across subjects, we observe that for each individual all four rankings are similar. Hence, subjects are consistent and AHP is, for the most part, able to replicate their rankings. Furthermore, while the rankings are similar, we do find that the AHP ranking helps the decision makers reformulate their choices by taking into account suggestions made by AHP.

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