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  • 标题:Employee Performance Appraisal Using Data Envelopment Analysis: A Case Study
  • 本地全文:下载
  • 作者:T. R. Manoharan ; C. Muralidharan ; S. G. Deshmukh
  • 期刊名称:Research and Practice in Human Resource Management
  • 印刷版ISSN:0218-5180
  • 出版年度:2009
  • 卷号:17
  • 期号:01
  • 出版社:Curtin University of Technology
  • 摘要:Evaluating and ranking the employees working in organisations are challenging tasks involving several factors. Each employee achieves certain performance levels in various factors and the resulting information can be overwhelming. This paper demonstrates how data envelopment analysis (DEA) can be applied as a fair evaluating and sorting tool to support the performance appraisal (PA) as well in the decision making process. DEA focuses on the best practices of efficient employees for the purpose of improving overall performance. Unlike traditional performance appraisals DEA searches for the efficient employees who will serve as peers. The DEA process identifies inefficient employees, magnitude of inefficiency and aids to eliminate inefficiencies with a relatively easy to employ framework. This study supports the ideas that rating formats need reexamination with a focus on computer based models as an alternative to traditional rating methods. Earlier adopted methods have seldom identified and quantified the individual factors for inefficiency whereas DEA could overcome these shortfalls. Based on the results of DEA the improvement of employees’ performance are possible by way of providing training, talent enhancement and further qualification wherever required.
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