A Non-Parametric Efficiency Perspective on the Research-Active European Universities Performance

Simona R. Grădinaru, A. Aldea, Levida Beşir, A. Coşer, Bucharest Romania Cybernetics
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Abstract

Higher Education Institutions often struggle to optimally use their available resources in pursuance of both educational and research outputs, while competing for gathering funds. Furthermore, increasing teaching burden for academic workforce may shrink their time dedicated to research, which may also negatively impact the budget. The aim of this paper consists in examining the efficiency of two important dimensions of European universities (teaching and research), together with a possible ranking based on the models we employ for each of these two perspectives. Our target is to also explore any possible compromises between education and scientific research. We employ non-parametric efficiency analysis using FDH (Free Disposal Hull) and Hyperbolic efficiency estimators for a sample of 264 universities for the year 2014, from the RISIS-ETER facility, a database of European Higher Education Institutions and their indicators. Filters are applied to the initial heterogenous dataset in order to obtain adequate efficiency models that analyse universities performance from both research and teaching perspectives. Teaching efficiency is defined by how well the institutions manage to use their government allocation and academic staff in producing the maximum amount of undergraduate degrees, whereas the research efficiency is given by how well the universities perform in maximizing their research outputs considering only the personnel involved in research activities. The results illustrate that many institutions are focusing into a single direction and some efforts need to be undertaken in order to improve the academic 1 The Bucharest University of Economic Studies, Economic Cybernetics and Statistics Doctoral School, Bucharest, Romania, simonaegradinaru@gmail.com. 2 Department of Economic Informatics and Cybernetics, Bucharest, Romania, anamaria.aldea@csie.ase.ro. 3 The Bucharest University of Economic Studies, Economic Cybernetics and Statistics Doctoral School, Bucharest, Romania, levida.besir@gmail.com. 4 The Bucharest University of Economic Studies, Economic Cybernetics and Statistics Doctoral School, Bucharest, Romania, alexandru.coser@gmail.com. * Corresponding author. Simona GRADINARU et al.| Lumen Proceedings 9 | RSACVP2019 372 balance between teaching and research. An analysis of each sample is provided and gives us an interesting insight into the European universities’ activities.
研究活跃型欧洲大学绩效的非参数效率视角
高等教育机构经常在争取资金的同时,努力优化利用现有资源,以追求教育和研究成果。此外,增加教学负担可能会减少学术人员用于研究的时间,这也可能对预算产生负面影响。本文的目的在于考察欧洲大学的两个重要方面(教学和研究)的效率,并根据我们对这两个方面所采用的模型进行可能的排名。我们的目标是探索教育和科学研究之间可能的妥协。我们使用FDH(自由处置船体)和双曲效率估计器对2014年264所大学的样本进行非参数效率分析,这些样本来自RISIS-ETER设施,这是一个欧洲高等教育机构及其指标的数据库。过滤器应用于初始异构数据集,以获得从研究和教学角度分析大学绩效的适当效率模型。教学效率取决于各院校如何有效地利用政府拨款和学术人员来产生最多的本科学位,而研究效率则取决于各大学在仅考虑参与研究活动的人员的情况下,在最大限度地提高研究成果方面的表现。结果表明,许多机构都集中在一个方向上,需要做出一些努力,以提高学术水平1布加勒斯特经济研究大学,经济控制论和统计博士学院,布加勒斯特,罗马尼亚,simonaegradinaru@gmail.com。2经济信息学和控制论系,罗马尼亚布加勒斯特,anamaria.aldea@csie.ase.ro。3布加勒斯特经济研究大学经济控制论与统计博士学院,布加勒斯特,罗马尼亚,levida.besir@gmail.com。4布加勒斯特经济研究大学经济控制论和统计学博士学院,布加勒斯特,罗马尼亚,alexandru.coser@gmail.com。*通讯作者。Simona GRADINARU等。[j] [j] [j] [r] [c]。本文提供了对每个样本的分析,让我们对欧洲大学的活动有了有趣的了解。
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