波兰公共研究机构效率评估:DEA方法

Łukasz Brzezicki, Artur Prędki
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引用次数: 0

摘要

目的:本文的目的是衡量和评估波兰研究机构的效率。这些研究所在各种法律框架的基础上运作,但它们有一个共同的目标,并有一个共同的活动领域,即研究和发展。研究设计&;方法:采用非参数数据包络分析(DEA)方法中的SBM模型,对2019年科研院所的效率进行分析。还采用了元前沿办法来核实上述不同的法律框架是否对所分析的实体的运作产生影响。结果:效率测量的直方图表明其值有很大的离散性。特别是,相当一部分单位的特征是该度量值极高。使用metfrontier方法计算的平均mtr大多显著低于1。启示/建议:所得结果表明,不同法律框架下的机构群体功能不同。此外,所分析的大部分对象的特点是在研发领域内效率低下。本文列出了潜在的原因,这将是进一步深入研究的对象。贡献:该研究是在2018年引入科学和高等教育系统的最后一次改革后,对波兰研究机构的效率进行分析和评估的初步尝试,因为此类研究迄今尚未开展。还必须在DEA方法中使用元前沿方法,以便模拟波兰三个不同研究机构组的运作差异。
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An Estimation of the Efficiency of Public Research Institutes in Poland: The DEA Approach
Objective: The purpose of this paper is to measure and assess the efficiency of research institutes in Poland. The institutes operate on the basis of various legal frameworks, but they serve a common purpose and have a joint area of activity, research and development. Research Design & Methods: We used the SBM model, a component of the non-parametric Data Envelopment Analysis (DEA) methodology, to analyse the efficiency of research institutes in 2019. The Metafrontier approach was also employed to verify whether the above different legal framework had an impact on the functioning of the entities under analysis. Findings: Histograms of the efficiency measure indicate a large dispersion of its value. In particular, a significant fraction of units is characterised by extremely high values of this measure. Average MTRs, calculated using the Metafrontier approach, are mostly significantly lower than one. Implications / Recommendations: The obtained results indicate that groups of institutes with different legal framework function differently. Moreover, a large proportion of the objects analysed is characterised by significant inefficiency within the area of R&D. The paper lists the potential reasons, which will be the object of further, in-depth research. Contribution: The research constitutes a preliminary attempt to analyse and evaluate the efficiency of research institutes in Poland after the introduction of the last reform of the science and higher education system in 2018, as such studies have not been carried out to date. It is also essential to use the Metafrontier approach within the DEA methodology in order to model differences in the functioning of three different groups of research institutes in Poland.
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