CONTINUOUS PERFORMANCE EVALUATION OF EMPLOYEES USING AHP AND MODIFIED PUGH MATRIX METHOD: CONTRASTING WITH TOPSIS, PROMETHEE AND VIKOR

S. S S
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引用次数: 0

Abstract

Applications of the AHP for employee performance evaluation in organizations are widely discussed in the literature. Contemporary organizations are increasingly discarding the traditional periodic appraisal systems and moving towards a real-time continuous process of evaluation. The existing multi-criteria decision making method (MCDM)-based employee performance evaluations are not suitable for such continuous evaluations, due to the complexity of the MCDM method. The current appraisal system is notoriously difficult to administer which prevents organizations from using it as an ongoing evaluation. There is a need for a simple yet robust multi-criteria decision making method for continuous performance evaluation of employees (CPEE). In this article, a modified version of the Pugh Matrix Method (MPMM) is proposed as a robust outranking method. The MPMM in combination with the AHP can function as an effective tool for CPEE. The MPMM is compared with other established and popular methods including TOPISIS, PROMETHEE and VIKOR. A statistical comparison using correlation validates the evaluation by the MPMM. There appears to be no significant difference in the evaluation of the MPMM with the other MCDM methods. Owing to its robustness and ease of use, the MPMM can easily be adopted by organizations for CPEE. The managerial implications and agenda for future research are also discussed.
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使用 AHP 和修改后的 Pugh 矩阵法对员工进行持续绩效评估:与 Topsis、Promethee 和 Vikor 进行对比
文献中广泛讨论了 AHP 在组织员工绩效评估中的应用。当代组织越来越多地摒弃传统的定期考核制度,转而采用实时、持续的评估流程。由于多标准决策方法(MCDM)的复杂性,现有的基于多标准决策方法(MCDM)的员工绩效评估并不适合这种连续性评估。目前的评估系统众所周知难以管理,这使得组织无法将其用作持续评估。因此,有必要为员工的持续绩效评估(CPEE)提供一种简单而又稳健的多标准决策方法。本文提出了一种改进版的普格矩阵法(MPMM),作为一种稳健的排名方法。MPMM 与 AHP 的结合可作为 CPEE 的有效工具。MPMM 与其他成熟流行的方法进行了比较,包括 TOPISIS、PROMETHEE 和 VIKOR。利用相关性进行的统计比较验证了 MPMM 的评估结果。MPMM 与其他 MCDM 方法的评估结果似乎没有明显差异。由于 MPMM 的稳健性和易用性,各组织可以很容易地将其用于 CPEE。此外,还讨论了其管理意义和未来研究议程。
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来源期刊
International Journal of the Analytic Hierarchy Process
International Journal of the Analytic Hierarchy Process Decision Sciences-Decision Sciences (all)
CiteScore
2.30
自引率
0.00%
发文量
22
审稿时长
12 weeks
期刊介绍: IJAHP is a scholarly journal that publishes papers about research and applications of the Analytic Hierarchy Process(AHP) and Analytic Network Process(ANP), theories of measurement that can handle tangibles and intangibles; these methods are often applied in multicriteria decision making, prioritization, ranking and resource allocation, especially when groups of people are involved. The journal encourages research papers in both theory and applications. Empirical investigations, comparisons and exemplary real-world applications in diverse areas are particularly welcome.
期刊最新文献
ADOPTION OF ANALYTIC NETWORK PROCESS TO STRENGTHEN HALAL INTEGRITY IN BROILER CHICKEN SUPPLY CHAIN APPLICATION OF THE AHP METHOD IN SELECTING BASEBALL PITCHERS ALGORITHM BASED ON PARTICLE SWARM OPTIMIZATION FOR HANDLING INCOMPLETE PAIRWISE COMPARISON SITUATIONS IN AHP EVALUATING THE SUCCESS FACTORS FOR KNOWLEDGE MANAGEMENT IN THE FINANCIAL SECTOR: AN AHP- DEMATEL APPROACH CONTINUOUS PERFORMANCE EVALUATION OF EMPLOYEES USING AHP AND MODIFIED PUGH MATRIX METHOD: CONTRASTING WITH TOPSIS, PROMETHEE AND VIKOR
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