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AIDEA: a methodology for supplier evaluation and selection in a supplier-based manufacturing environment

Author

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  • Teresa Wu
  • Dan Shunk
  • Jennifer Blackhurst
  • Rajendra Appalla

Abstract

Supplier evaluation and selection, an important element in supplier-based manufacturing and supply chain management has been gaining attention in both academic literature and industrial practice. In this paper, we presented a modified data envelopment analysis (DEA) method for supplier selection which can operate under conditions of imprecise information. A brief description of the importance of supplier evaluation and selection is given, followed by an overview of DEA, along with several extensions of DEA applied specifically to supplier evaluation and selection. Contributions of our proposed approach include the elimination of the poor discriminatory power and inability of traditional DEA to rank the efficient suppliers. In addition, our method can be used in situations with imprecise data.

Suggested Citation

  • Teresa Wu & Dan Shunk & Jennifer Blackhurst & Rajendra Appalla, 2007. "AIDEA: a methodology for supplier evaluation and selection in a supplier-based manufacturing environment," International Journal of Manufacturing Technology and Management, Inderscience Enterprises Ltd, vol. 11(2), pages 174-192.
    • Handle: RePEc:ids:ijmtma:v:11:y:2007:i:2:p:174-192
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    Citations

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    Cited by:

    1. Scott, James A. & Ho, William & Dey, Prasanta K., 2013. "Strategic sourcing in the UK bioenergy industry," International Journal of Production Economics, Elsevier, vol. 146(2), pages 478-490.
    2. Nomelif Kemei & Oyaro Jackson Ong’eta & Biru Sara & Omondi Richard Mc’Otieno, 2020. "Performance of Procurement Methods and Practices in Faith – Based Organizations in Kenya," International Journal of Research and Scientific Innovation, International Journal of Research and Scientific Innovation (IJRSI), vol. 7(8), pages 116-128, August.
    3. Pankaj Dutta & Bharath Jaikumar & Manpreet Singh Arora, 2022. "Applications of data envelopment analysis in supplier selection between 2000 and 2020: a literature review," Annals of Operations Research, Springer, vol. 315(2), pages 1399-1454, August.
    4. Kannan Govindan & R. Sivakumar, 2016. "Green supplier selection and order allocation in a low-carbon paper industry: integrated multi-criteria heterogeneous decision-making and multi-objective linear programming approaches," Annals of Operations Research, Springer, vol. 238(1), pages 243-276, March.
    5. Sarosh Kuruvilla & Chunyun Li, 2021. "Freedom of Association and Collective Bargaining in Global Supply Chains: A Research Agenda," Journal of Supply Chain Management, Institute for Supply Management, vol. 57(2), pages 43-57, April.
    6. García Alcaraz Jorge Luis & Alvarado Iniesta Alejandro & Maldonado Macías Aidé Araceli, 2013. "Selección de proveedores basada en análisis dimensional," Contaduría y Administración, Accounting and Management, vol. 58(3), pages 249-278, julio-sep.
    7. Kannan Govindan & R. Sivakumar, 2016. "Green supplier selection and order allocation in a low-carbon paper industry: integrated multi-criteria heterogeneous decision-making and multi-objective linear programming approaches," Annals of Operations Research, Springer, vol. 238(1), pages 243-276, March.
    8. Ho, William & Xu, Xiaowei & Dey, Prasanta K., 2010. "Multi-criteria decision making approaches for supplier evaluation and selection: A literature review," European Journal of Operational Research, Elsevier, vol. 202(1), pages 16-24, April.
    9. Shabani, Amir & Visani, Franco & Barbieri, Paolo & Dullaert, Wout & Vigo, Daniele, 2019. "Reliable estimation of suppliers’ total cost of ownership: An imprecise data envelopment analysis model with common weights," Omega, Elsevier, vol. 87(C), pages 57-70.

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