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Article type: Research Article
Authors: Kutlu, Ahmet Can | Ekmekçioğlu, Mehmet | Kahraman, Cengiz
Affiliations: Department of Industrial Engineering, Istanbul Technical University, Macka, Istanbul, Tukey | Process Unit, Novartis PharmOps, Kurtköy, Istanbul, Turkey
Note: [] Corresponding author. Ahmet Can Kutlu, Department of Industrial Engineering, Istanbul Technical University, Macka, Istanbul 34367, Turkey. E-mail: [email protected]
Abstract: Job evaluation is the process of systematically determining a relative internal value of a job in an organization. The most widespread method applied in job evaluation process is the point-factor method. In this method, for determining the worth of a job, a set of compensable factors are identified. In this study, a fuzzy multi-criteria approach is developed for job evaluation. In the first stage, factors are weighted by using a Fuzzy Analytic Hierarchy Process (F-AHP) method. Afterwards, the obtained weights are used in the Fuzzy Technique for Order Preference by Similarity to Ideal Solution (F-TOPSIS) for scoring jobs. At last these scores are used to support for an ideal compensation system. An illustrative case study demonstrating the applicability of the model is given. Finally a sensitivity analysis for the deviations in the criteria weights is also made.
Keywords: Job evaluation, point-factor method, fuzzy TOPSIS, fuzzy AHP, sensitivity
DOI: 10.3233/IFS-120673
Journal: Journal of Intelligent & Fuzzy Systems, vol. 25, no. 3, pp. 659-671, 2013
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