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Performance Evaluation of Public Research Institutes Using Principal Component Analysis

机译:基于主成分分析的公共科研机构绩效评价

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Public research institutes are the organisations, which carry out scientific research and render technological services. Owing to the phenomenon of globalisation, resource constraints and increased accountability, public research institutes, especially in the developing countries, are under tremendous pressure to improve their performance. The need to improve performance of these organizations necessitates evaluating the performance of the institution in relation to other institutes. In this study, public research institutes are considered as systems and some models based on statistical concepts are utilized to compare performance of different research institutes by measuring productivity index of those institutes. Performance ranking is done, based on productivity index values. Ranks obtained with the study are also compared with those of the experts judgment for studying the accuracy of the methodologies.
机译:公共研究机构是从事科学研究和提供技术服务的组织。由于全球化现象,资源限制和问责制增加,特别是在发展中国家,公共研究机构承受着巨大压力以提高其绩效。为了提高这些组织的绩效,有必要评估该机构相对于其他机构的绩效。在这项研究中,公共研究机构被视为系统,并且基于统计概念的一些模型被用来通过测量这些研究机构的生产率指数来比较不同研究机构的绩效。根据生产力指标值完成绩效排名。通过研究获得的等级也将与专家判断的等级进行比较,以研究方法的准确性。

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