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Nonparametric Approach to Evaluation of Economic and Social Development in the EU28 Member States by DEA Efficiency

机译:DEA效率的欧盟28成员国经济社会发展的非参数方法

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摘要

Data envelopment analysis (DEA) methodology is used in this study for a comparison of the dynamic efficiency of European countries over the last decade. Moreover, efficiency analysis is used to determine where resources are distributed efficiently and/or were used efficiently/inefficiently under factors of competitiveness extracted from factor analysis. DEA measures numerical grades of the efficiency of economic processes within evaluated countries and, therefore, it becomes a suitable tool for setting an efficient/inefficient position of each country. Most importantly, the DEA technique is applied to all (28) European Union (EU) countries to evaluate their technical and technological efficiency within the selected factors of competitiveness based on country competitiveness index in the 2000–2017 reference period. The main aim of the paper is to measure efficiency changes over the reference period and to analyze the level of productivity in individual countries based on the Malmquist productivity index (MPI). Empirical results confirm significant disparities among European countries and selected periods 2000–2007, 2008–2011, and 2012–2017. Finally, the study offers a comprehensive comparison and discussion of results obtained by MPI that indicate the EU countries in which policy-making authorities should aim to stimulate national development and provide more quality of life to the EU citizens.
机译:在本研究中使用了数据包络分析(DEA)方法,以比较过去十年欧洲国家的动态效率。此外,使用效率分析来确定资源在从因子分析中提取的竞争力的因素有效/或有效/效率地使用资源。 DEA衡量评估国内经济流程效率的数值等级,因此,它成为设定每个国家的高效/低效位置的合适工具。最重要的是,DEA技术适用于所有(28)欧盟(欧盟)国家,以在2000 - 2017年参考期的基于国家竞争力指数的基于国家竞争力指数的选定因素中评估其技术和技术效率。本文的主要目的是测量参考期的效率变化,并根据MalmQuist生产力指数(MPI)分析个别国家的生产率水平。经验结果证实了欧洲国家和2000-2007,2008-2011和2012-2017所选期限的显着差异。最后,该研究提供了全面的比较和讨论MPI所获得的结果,表明欧盟国家,政策制定的当局应该旨在刺激国家发展,并为欧盟公民提供更多的生活质量。

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