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A Decision Support Tool for Supplier Evaluation and Selection

Author

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  • Ana Paula Lopes

    (Centre for Organizational and Social Studies of Polytechnic of Porto, Porto Accounting and Business School, Mathematics Department, Polytechnic of Porto, 4200-465 Porto, Portugal)

  • Nuria Rodriguez-Lopez

    (Faculty of Business Sciences and Tourism, Vigo University, 32004 Orense, Spain)

Abstract

The supplier selection process is considered one of the most relevant decisions in supply chain management due to its effect on the product quality and on buyer performance. Supplier selection is often unstructured, and is generally based on the lowest-price proposal. However, this type of selection involves a high risk, sometimes resulting in project delays, poor quality of acquired goods, and large financial losses. Price is undoubtedly an important criterion when choosing a supplier; however, other equally important criteria must be considered. Therefore, supplier selection should be formulated as a multi-criteria decision-making (MCDM) problem. This study uses the PROMETHEE-GAIA (Preference Ranking Organization Method for Enrichment of Evaluations—Geometrical Analysis for Interactive Assistance) method to classify and select suppliers in an agrifood company. One of the advantages of this method is that it allows decision-makers to set their preferences considering all the relevant criteria simultaneously, and their relative importance. The case study demonstrates that PROMETHEE constitutes a flexible MCDM tool for supplier evaluation and selection, rank the different alternatives, and provide valuable insights. The results show that the supplier selection process has a strong point related to the existence of two groups of suppliers, one focused on economic criteria and other related to the innovative capacity. However, a flaw emerges, as little relevance is associated to the environmental criterion.

Suggested Citation

  • Ana Paula Lopes & Nuria Rodriguez-Lopez, 2021. "A Decision Support Tool for Supplier Evaluation and Selection," Sustainability, MDPI, vol. 13(22), pages 1-17, November.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:22:p:12387-:d:675638
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    1. Bertrand Mareschal & Jean Pierre Brans, 1994. "PROMCALC & GAIA: a new decision support system for multicriteria decision aid," ULB Institutional Repository 2013/9349, ULB -- Universite Libre de Bruxelles.
    2. Weber, Charles A. & Current, John R. & Benton, W. C., 1991. "Vendor selection criteria and methods," European Journal of Operational Research, Elsevier, vol. 50(1), pages 2-18, January.
    3. Emrah Onder & Nihan Kabadayi, 2015. "Supplier Selection in Hospitality Industry Using ANP," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 5(1), pages 166-186, January.
    4. Zacharoula Andreopoulou & Christiana Koliouska & Emilios C. C Galariotis & Constantin Zopounidis, 2018. "Renewable energy sources: Using PROMETHEE II for ranking websites to support market opportunities," Post-Print hal-02879860, HAL.
    5. 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.
    6. Degraeve, Zeger & Labro, Eva & Roodhooft, Filip, 2000. "An evaluation of vendor selection models from a total cost of ownership perspective," European Journal of Operational Research, Elsevier, vol. 125(1), pages 34-58, August.
    7. G. Rajesh & P. Malliga, 2018. "Selection of suppliers using Swara and Copras-G," International Journal of Enterprise Network Management, Inderscience Enterprises Ltd, vol. 9(2), pages 169-185.
    8. Behzadian, Majid & Kazemzadeh, R.B. & Albadvi, A. & Aghdasi, M., 2010. "PROMETHEE: A comprehensive literature review on methodologies and applications," European Journal of Operational Research, Elsevier, vol. 200(1), pages 198-215, January.
    9. Philippe Nemery & Alessio Ishizaka & Mauricio Camargo & Laure Morel, 2012. "Enriching descriptive information in ranking and sorting problems with visualizations techniques," Post-Print hal-00713057, HAL.
    10. Albadvi, Amir & Chaharsooghi, S. Kamal & Esfahanipour, Akbar, 2007. "Decision making in stock trading: An application of PROMETHEE," European Journal of Operational Research, Elsevier, vol. 177(2), pages 673-683, March.
    11. Asadabadi, Mehdi Rajabi, 2017. "A customer based supplier selection process that combines quality function deployment, the analytic network process and a Markov chain," European Journal of Operational Research, Elsevier, vol. 263(3), pages 1049-1062.
    12. Mohammad Izadikhah & Reza Farzipoor Saen & Kourosh Ahmadi, 2017. "How to Assess Sustainability of Suppliers in the Presence of Dual-Role Factor and Volume Discounts? A Data Envelopment Analysis Approach," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 34(03), pages 1-25, June.
    13. Andreopoulou, Zacharoula & Koliouska, Christiana & Galariotis, Emilios & Zopounidis, Constantin, 2018. "Renewable energy sources: Using PROMETHEE II for ranking websites to support market opportunities," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 31-37.
    14. Tran Thi Tham & Diep Thi Hong Le, 2021. "An integrated approach of fuzzy ELECTRE I for supplier selection," International Journal of Applied Management Science, Inderscience Enterprises Ltd, vol. 13(3), pages 240-274.
    15. Amorim, Pedro & Curcio, Eduardo & Almada-Lobo, Bernardo & Barbosa-Póvoa, Ana P.F.D. & Grossmann, Ignacio E., 2016. "Supplier selection in the processed food industry under uncertainty," European Journal of Operational Research, Elsevier, vol. 252(3), pages 801-814.
    16. Wetzstein, Anton & Hartmann, Evi & Benton jr., W.C. & Hohenstein, Nils-Ole, 2016. "A systematic assessment of supplier selection literature – State-of-the-art and future scope," International Journal of Production Economics, Elsevier, vol. 182(C), pages 304-323.
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    2. Atour Taghipour & Moein Khazaei & Adel Azar & Ali Rajabzadeh Ghatari & Mostafa Hajiaghaei-Keshteli & Mohammad Ramezani, 2022. "Creating Shared Value and Strategic Corporate Social Responsibility through Outsourcing within Supply Chain Management," Sustainability, MDPI, vol. 14(4), pages 1-25, February.
    3. Sourour Aouadni & Jalel Euchi, 2022. "Using Integrated MMD-TOPSIS to Solve the Supplier Selection and Fair Order Allocation Problem: A Tunisian Case Study," Logistics, MDPI, vol. 6(1), pages 1-18, January.

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