Napredna pretraga

Pregled bibliografske jedinice broj: 974862

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


Kadoić, Nikola; Divjak, Blaženka; Begičević Ređep, Nina
Integrating the DEMATEL with the analytic network process for effective decision-making // Central European Journal of Operations Research, 27 (2019), 3; 653-678 doi:10.1007/s10100-018-0601-4 (međunarodna recenzija, članak, znanstveni)


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

Autori
Kadoić, Nikola ; Divjak, Blaženka ; Begičević Ređep, Nina

Izvornik
Central European Journal of Operations Research (1435-246X) 27 (2019), 3; 653-678

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Analytic network process ; DEMATEL ; decision-making ; dependencies ; influences ; feedback ; structuring ; weighted graph ; interdependent matrices

Sažetak
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 (ISM), 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 (DSRP).

Izvorni jezik
Engleski

Znanstvena područja
Informacijske i komunikacijske znanosti



POVEZANOST RADA


Projekt / tema
HRZZ-IP-2014-09-7854 - Razvoj metodološkog okvira za rješavanje strateških problema u visokom obrazovanju-primjer implementacije otvorenog učenja i učenja na daljinu (Blazenka Divjak, )

Ustanove
Fakultet organizacije i informatike, Varaždin

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus
  • EconLit


Citati