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Integrating the DEMATEL with the analytic network process for effective decision-making

Author

Listed:
  • Nikola Kadoić

    (University of Zagreb)

  • Blaženka Divjak

    (University of Zagreb)

  • Nina Begičević Ređep

    (University of Zagreb)

Abstract

One of the most advanced and complex multi-criteria decision-making methods is the analytic network process (ANP). This method supports modelling dependencies and feedback between elements in the network, while most other methods do not support this feature. For this reason, the ANP is one of the most appropriate methods for making decisions in the fields characterised by existing dependencies of higher-level elements on lower-level elements, such as the higher education field. However, the implementation of the ANP can be problematic, as it is characterised by highly complex and time-consuming processes, and users’ occasional misunderstandings of some ANP steps. Also, conducting the ANP requires a specific decision-making problem structure, which is a cluster-node structure in the form of a network. To assist with problem structuring and decrease some of the problematic ANP implementation characteristics, specific methods, such as the decision-making trial and evaluation laboratory (DEMATEL) and interpretative structural modelling, have been chosen and integrated with the ANP. This paper focuses on the integration and analysis of the DEMATEL with the ANP. A literature review of how these two methods have been used together is given. Additionally, a new way of integrating these two methods (with two variants) is proposed and evaluated. According to the survey results, new ways of integrating the ANP and the DEMATEL decrease the complexity of the decision-making process, reduce the duration of the decision-making process, and increase users’ understanding of the method. The research methodology used in this paper is the design science research process.

Suggested Citation

  • Nikola Kadoić & Blaženka Divjak & Nina Begičević Ređep, 2019. "Integrating the DEMATEL with the analytic network process for effective decision-making," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 27(3), pages 653-678, September.
  • Handle: RePEc:spr:cejnor:v:27:y:2019:i:3:d:10.1007_s10100-018-0601-4
    DOI: 10.1007/s10100-018-0601-4
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    References listed on IDEAS

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    1. Michnik, Jerzy, 2013. "Weighted Influence Non-linear Gauge System (WINGS) – An analysis method for the systems of interrelated components," European Journal of Operational Research, Elsevier, vol. 228(3), pages 536-544.
    2. Patrick T. Harker & Luis G. Vargas, 1987. "The Theory of Ratio Scale Estimation: Saaty's Analytic Hierarchy Process," Management Science, INFORMS, vol. 33(11), pages 1383-1403, November.
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    Cited by:

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    2. Aparisi-Cerdá, I. & Ribó-Pérez, D. & Gomar-Pascual, J. & Pineda-Soler, J. & Poveda-Bautista, R. & García-Melón, M., 2024. "Assessing gender and climate objectives interactions in urban decarbonisation policies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PA).
    3. Erik Schulze-González & Juan-Pascual Pastor-Ferrando & Pablo Aragonés-Beltrán, 2021. "Testing a Recent DEMATEL-Based Proposal to Simplify the Use of ANP," Mathematics, MDPI, vol. 9(14), pages 1-23, July.
    4. Andrej Kastrin & Janez Povh & Lidija Zadnik Stirn & Janez Žerovnik, 2021. "Methodologies and applications for resilient global development from the aspect of SDI-SOR special issues of CJOR," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 29(3), pages 773-790, September.
    5. Davor Maček & Ivan Magdalenić & Nina Begičević Ređep, 2021. "A Model for the Evaluation of Critical IT Systems Using Multicriteria Decision-Making with Elements for Risk Assessment," Mathematics, MDPI, vol. 9(9), pages 1-24, May.
    6. Razika Malek & Qing Yang, 2023. "Analyzing Interrelationships and Prioritizing Performance Indicators in Global Product Development: Application in the Chinese Renewable Energy Sector," Sustainability, MDPI, vol. 15(14), pages 1-26, July.
    7. Schulze-González, Erik & Pastor-Ferrando, Juan-Pascual & Aragonés-Beltrán, Pablo, 2023. "Clustering and reference value for assessing influence in analytic network process without pairwise comparison matrices: Study of 17 real cases," Operations Research Perspectives, Elsevier, vol. 10(C).

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