Analysis of the Human Resources Efficiency by the Use of Data Envelopment Analysis (A Case Study of the Public Sector)
Journal Title: International Journal of Humanities and Social Science Invention - Year 2017, Vol 6, Issue 6
Abstract
One of the important issues in Islamic management is attracting the employees' attention to their strengths and weaknesses.Strong employee recognition and rewarding them, and thereby creating an incentive to improve their efficiency are among the leading causes of efficiency evaluation. The main objective of the current study is to investigate the factors and characteristics affecting the effectiveness of employee efficiency evaluation system. For this purpose, firstly the factors and indices effective on leadership and management of the organization managers will be investigated and then, a desired pattern for efficiency determination will be provided. The statistical population of the study primarily included the senior managers of the public sector.the measurement instrument of the study was a 95-question questionnaire which was formed by the researcher by the use of management and administration theories based on the previous studies, analyzed by the confirmatory factor analysis. The questionnaire validity was measured by Cronbach's alpha and the total test validity was calculated as 0.823. The factor analysis results indicated that 7 factors affect the organization managers' leadership and administration.For this purpose, by the use of available information and questionnaires, the input data were collected for 8 selected units for Data Envelopment Analysis (DEA) that regarding the input nature of the CCR model vector, the model was solved with three different approaches (definitive approaches, the definitive approaches with the fuzzy combination of the homogenous parameters, and the fuzzy approach with limited weights). By comparing the efficiency of different units and comparing their rankings in these three approaches, the efficient unit 5 and 6did well in terms of efficiency.
Authors and Affiliations
Hamid Alizadeh
Keywords
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