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Measuring customer satisfaction using a collective preference disaggregation model

Siskos, Yannis, Grigoroudis Evangelos, Zopounidis Konstantinos, Saurais Olivier

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URI: http://purl.tuc.gr/dl/dias/1FD2A80D-0FD9-4D34-84D4-659E5FAC5AA2
Year 1998
Type of Item Peer-Reviewed Journal Publication
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Bibliographic Citation Y. Siskos, E. Grigoroudis, C. Zopounidis and O. Saurais, "Measuring customer satisfaction using a collective preference disaggregation model", J. Global Optim., vol. 12, no. 2, pp. 175-195, Mar. 1998. doi:10.1023/A:1008262411587 https://doi.org/10.1023/A:1008262411587
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Summary

A new model to assess customer satisfaction is developed through this paper. The proposed model is based on the principles of multicriteria analysis, using ordinal regression techniques. The procedure uses survey's data on customer satisfaction criteria and disaggregates simultaneously all the global satisfaction judgments via a linear programming disaggregation formulation. The model provides collective global and partial satisfaction functions as well as average satisfaction indices. These results sufficiently describe customer behavior and they can be used in the strategic planning of an organization. The implementation of the model in three real world applications is used for illustration and for testing the model's reliability. Finally, several extensions and future research in the area of customer satisfaction analysis are discussed.

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