An Integrated DEMATEL-QFD Model for Medical Supplier Selection
Commenced in January 2007
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Edition: International
Paper Count: 33122
An Integrated DEMATEL-QFD Model for Medical Supplier Selection

Authors: Mehtap Dursun, Zeynep Şener

Abstract:

Supplier selection is considered as one of the most critical issues encountered by operations and purchasing managers to sharpen the company’s competitive advantage. In this paper, a novel fuzzy multi-criteria group decision making approach integrating quality function deployment (QFD) and decision making trial and evaluation laboratory (DEMATEL) method is proposed for supplier selection. The proposed methodology enables to consider the impacts of inner dependence among supplier assessment criteria. A house of quality (HOQ) which translates purchased product features into supplier assessment criteria is built using the weights obtained by DEMATEL approach to determine the desired levels of supplier assessment criteria. Supplier alternatives are ranked by a distance-based method.

Keywords: DEMATEL, Group decision making, QFD, Supplier selection.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1091466

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References:


[1] A. Amid, S.H. Ghodsypour, and C. O’Brien, "Fuzzy Multiobjective Linear Model for Supplier Selection in a Supply Chain,” Int J Prod Econ, vol. 104, pp. 394-407, 2006.
[2] C. Araz, P.M. Özfırat, and I. Özkarahan, "An Integrated Multicriteria Decision-Making Methodology for Outsourcing Management,” Computers & Operations Research, vol. 34, pp. 3738-3756, 2007.
[3] A. Amid, S.H. Ghodsypour, and C. O’Brien, "A Weighted Additive Fuzzy Multiobjective Model for the Supplier Selection Problem under Price Breaks in a Supply Chain,” Int J Prod Econ, vol. 121, pp. 323-332, 2009.
[4] C.T. Chen, C.T. Lin, and S.F. Huang, "A Fuzzy Approach for Supplier Evaluation and Selection in Supply Chain Management,” Int J Prod Econ, vol. 102, pp. 289-301, 2006.
[5] H.Y. Kang, A.H.I. Lee, and C.Y. Yang, "A Fuzzy ANP Model for Supplier Selection as Applied to IC Packaging,” Journal of Intelligent Manufacturing, vol. 23, pp. 1477-1488, 2011.
[6] A. Shemshadi, H. Shirazi, M. Toreihi, M.J. Tarokh, "A Fuzzy VIKOR Method for Supplier Selection Based On Entropy Measure for Objective Weighting,” Expert Systems with Applications, vol. 38, pp.12160-12167, 2011.
[7] M. Bevilacqua, F.E. Ciarapica, and G. Giacchetta, "A Fuzzy-QFD Approach to Supplier Selection,” Journal of Purchasing & Supply Management, vol. 12, pp. 14-27, 2006.
[8] M. Ni, X. Xu, S. Deng, "Extended QFD and Data-Mining-Based Methods for Supplier Selection in Mass Customization,” International Journal of Computer Integrated Manufacturing, vol. 20 (2-3), pp.280-291, 2007.
[9] W. Ho, P.K. Dey, M. Lockström, "Strategic Sourcing: A Combined QFD and AHP Approach in Manufacturing,” Supply Chain Management: An International Journal, Vol. 16(6), pp.446-461, 2011.
[10] J.A. Carnevalli, and P.C. Miguel, "Review, Analysis and Classification of the Literature on QFD—Types of Research, Difficulties and Benefits,” International Journal of Production Economics, vol. 114, pp.737-754, 2008.
[11] E.E. Karsak, "Fuzzy Multiple Objective Decision Making Approach to Rioritize Design Requirements in Quality Function Deployment,” International Journal of Production Research, Vol. 42(18), pp.3957-3974, 2004.
[12] G.H. Tzeng, W.H. Chen, R. Yu, and M.L. Shih, "Fuzzy Decision Maps: A Generalization of the DEMATEL Methods,” Soft Comput, Vol. 14, pp. 1141-1150, 2010.
[13] S.H. Ghodsypour, C. O'Brien, "The Total Cost of Logistics in Supplier Selection, under Conditions of Multiple Sourcing, Multiple Criteria and Capacity Constraint,” Int. J. Production Economics, vol. 73, pp.15-27, 2001.