DEMATEL Method in Supplier Evaluation and Selection

Authors

  • Agnieszka Szmelter-Jarosz University of Gdańsk

DOI:

https://doi.org/10.26881/etil.2019.82.11

Keywords:

supplier selection, logistics, procurement, supply management

Abstract

The increasing complexity of supply chains creates a number of areas that need to be optimized. Complicated relations between different actors on various markets indicate the need for simplification of the decision-making process and, at the same time, being focused on the organization’s goals and needs. The development of multi-criteria methods of supporting decision making applies in particular to the area of logistics support, including supply management. One of the methods widely used in this field is the DEMATEL method, which is a classical approach to evaluate suppliers according to survey or interview results. The article aims to present the application of the supplier evaluation procedure according to the criteria indicated by the decision-makers as significant. The literature review was used for specifying the variables. Then, the evaluation procedure was presented, followed by an empirical example. The paper can be useful for decision-makers both in single organizations and supply chains to improve their evaluation procedures to meet the requirements about which they care the most.

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References

Adamus, W., Gręda, A. (2005), Wspomaganie decyzji wielokryterialnych w rozwiązywaniu wybranych problemów organizacyjnych i menedżerskich. Badania Operacyjne i Decyzje, 2(2), pp. 5–36.

Chang, B., Chang, C. W., Wu, C. H. (2011), Fuzzy DEMATEL Method for Developing Supplier Selection Criteria. Expert Systems with Applications, 8(3), pp. 1850–1858, https://doi.org/10.1016/j.eswa.2010.07.114.

Duchaczek, A. (2015), Ocena preferencji decydenta przy wyborze środków transportowych. Budownictwo i Architektura, 14(1), pp. 25–31, https://doi.org/0.1155/2014/396923.

Dytczak, M., Ginda, G., Jastrząbek, B. (2014), Zastosowania metody DEMATEL w transporcie. Czasopismo Logistyka, 6, pp. 3415–3422.

Falatoonitoosi, E., Ahmed, S., Sorooshian, S. (2014), A Multicriteria Framework to Evaluate Supplier’s Greenness. Abstract and Applied Analysis, 2014, pp. 1–12.

Gabus, A., Fontela, E. (1973), Perceptions of the World Problematique: Communication Procedure, Communicating with Those Bearing Collective Responsibility.

DEMATEL Report No. 1, Battle Geneva Research Centre, Geneva.Govindan, K., Chaudhuri, A. (2016), Interrelationships of Risks Faced by Third Party Logistics Service Providers: A DEMATEL Based Approach. Transportation Research Part E: Logistics and Transportation Review, 90, pp. 177–195, https://doi.org/10.1016/j.tre.2015.11.010.

Govindan, K., Khodaverdi, R., Vafadarnikjoo, A. (2016), A Grey DEMATEL Approach to Develop Third-Party Logistics Provider Selection Criteria. Industrial Management and Data Systems, 116(4), pp. 690–722, https://doi.org/10.1108/IMDS-05-2015-0180.

Hald, K. S., Ellegaard, C. (2011), Supplier Evaluation Processes: The Shaping and Reshaping of Supplier Performance. International Journal of Operations and Production Management, 31(8).

Hsu, C. W., Yeh, C. C. (2017), Understanding the Factors Affecting the Adoption of the Internet of Things. Technology Analysis and Strategic Management, 29(9), pp. 1089–1102, https://doi.org/10.1080/09537325.2016.1269160.

Imeri, S., Shahzad, K., Takala, J., Liu, Y., Ali, T. (2014), Suppliers’ Evaluation: An Empirical Study, pp. 1–10, https://www.researchgate.net/publication/273573968_Suppliers%27_Evalua-tion_An_Empirical_Study [Accessed 1 June 2019].

Kara, M. E., Firat, S. U. (2016), Sustainable Supplier Evaluation and Selection Criteria. In: Erdogdu, M., Mermod, A. Y., Yildirim, O. B. A. (Eds.), Social and Economic Perspectives on Sustainability, IJOPEC Publication, London–Istanbul, pp. 159–168.

Kawa, A., Koczkodaj, W. W. (2015), Supplier Evaluation Process by Pairwise Comparisons. Mathematical Problems in Engineering, 2015, pp. 1–9.

Lee, H. S., Tzeng, G. H., Yeih, W., Wang, Y. J., Yang, S. C. (2013), Revised DEMATEL: Resolving the Infeasibility of DEMATEL. Applied Mathematical Modelling, Elsevier Inc., 37(10–11), pp. 6746–6757, https://doi.org/10.1016/j.apm.2013.01.016.

Lin, Z. -P., Wang, R., Tseng, M. -L. (2009), Determination of a Cause and Effect Decision Making Model for Leisure Farm’s Service Quality in Taiwan. WSEAS Transactions in Business and Economics, 6(2), pp. 73–86.

Madoranova, M., Horvath, M. (2013), Multi-Criteria Decision Matrix Approach for Supplier Evaluation in Micro and Small Organisations. Quality Innovation Prosperity, 17(1), pp. 120–127, https://doi.org/10.12776/QIP.V17I1.185.

Mirmousa, S., Dehnavi, H. D. (2016), Development of Criteria of Selecting the Supplier by Using the Fuzzy DEMATEL Method. Procedia – Social and Behavioral Sciences, 230(May), pp. 281–289, https://doi.org/10.1016/j.sbspro.2016.09.036.

Morauszki, K., Attila, L. (2015), Changes in the Ranking of Supplier Evaluation Criteria, 7th Interna-tional Conference for Young Researchers, Szent István Egyetemi Kiadó, 12–14 November 2012, Gödöll, Hungary, pp. 186–192.

Nazma Sultana, M., Habibur Rahman, M., Al Mamun, A. (2016), Multi Criteria Decision Making Tools for Supplier Evaluation and Selection: A Review. European Journal of Advances in Engineering and Technology, 3(5), pp. 56–65.

Politis, S., Klumpp, M., Celebi, D. (2010), Analytical Hierarchy Process in Supplier Evaluation. 16th International Working Seminar on Production Economics, Conference Proceedings, 3(January), pp. 411–424.

Seker, S., Zavadskas, E. K. (2017), Application of Fuzzy DEMATEL Method for Analyzing Occupational Risks on Construction Sites. Sustainability (Switzerland), 9(11), pp. 1–19, https://doi.org/10.3390/su9112083.

Shaik, M. N., Abdul-Kader, W. (2018), AHybrid Multiple Criteria Decision Making Approach for Measuring Comprehensive Performance of Reverse Logistics Enterprises. Computers and Industrial Engineering, 123(March), pp. 9–25, https://doi.org/10.1016/j.cie.2018.06.007.

Sohrabinejad, A., Rahimi, M. (2015), Risk Determination, Prioritization, and Classifying in Construction Project Case Study: Gharb Tehran Commercial-Administrative Complex. Journal of Construction Engineering, 2015(January 2016), pp. 1–10, https://doi.org/10.1155/ 2015/203468.

Szmelter-Jarosz, A. (2018), Supplier Parks and Agent-based Technologies as Efficient Solutions for Complexity Management in Automotive Industry. Research Journal of University of Gdańsk. Transport Economics and Logistics, 78, pp. 113–132, http://dx.doi.org/10.26881/etil.2018.78.10.

Torbacki, W. (2017), Dematel Method in ERP Systems for TSL Branch. Transport Problems, 12(4), pp. 27–36, https://doi.org/10.20858/tp.2017.12.4.3.

Weiland, D. (2018), Identifying the Impact of Information Logistics on Contemporary Conceptions of Logistics. Research Journal of University of Gdańsk. Transport Economics and Logistics, 78, pp. 167–177, http://dx.doi.org/10.26881/etil.2018.78.14.

Wierzbowski, P. (2018), Application of Blockchain Technology in Information Management in Supply Chains. Research Journal ofUniversity ofGdańsk. Transport Economics and Logistics, 78, pp. 179–191, http://dx.doi.org/10.26881/etil.2018.78.15.

Zhan, F. (2019), Supplier Evaluation and Selection Method Based on Multi-Attribute Granulation. IOP Conference Series: Materials Science and Engineering, 490(4), pp. 1–6, https://doi.org/10.1088/1757-899X/490/4/042029.

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Published

2019-05-07

How to Cite

Szmelter-Jarosz, A. . (2019). DEMATEL Method in Supplier Evaluation and Selection. Transport Economics and Logistics, 82, 129–142. https://doi.org/10.26881/etil.2019.82.11

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