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Issue title: Special section: Decision Making Using Intelligent and Fuzzy Techniques
Guest editors: Cengiz Kahraman
Article type: Research Article
Authors: Kılıç, Hakana; * | Kabak, Özgürb
Affiliations: [a] Graduate School of Sciences & Engineering, Koç University, Sariyer, Istanbul, Turkey | [b] Department of Industrial Engineering, Faculty of Management, Istanbul Technical University, Macka, Istanbul, Turkey
Correspondence: [*] Corresponding author. Hakan Kılıç, Graduate School of Sciences & Engineering, Koç University, Sariyer, Istanbul, Turkey. E-mail: [email protected].
Abstract: Human development and competitiveness have a causal relation. However, the literature is not clear on which one affects the other. This study investigates the bilateral relation between human development and competitiveness. For this purpose, initially, Fuzzy Analytic Network Process (FANP) is utilized to develop a composite index based on the relative importance weights of respective human development and competitiveness drivers. By FANP, the effects of key dimensions of human development and indexes of competitiveness on each other are taken into account. Subsequently, countries’ efficiencies on converting their human development to competitiveness and inversely, competitiveness to human development is measured by Data Envelopment Analysis (DEA). Two different DEA models are developed to consider the bilateral relations. 45 countries are evaluated using both FANP and DEA models. Finally, the results are synthesized to reveal the direction of the relationship. It is found that the effect of competitiveness on human development is more significant than the effect of human development on competitiveness.
Keywords: Human development, competitiveness of nations, fuzzy analytic network process, data envelopment analysis
DOI: 10.3233/JIFS-189124
Journal: Journal of Intelligent & Fuzzy Systems, vol. 39, no. 5, pp. 6629-6643, 2020
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