按基于 DEA 的可持续性指标对欧洲大学进行排名

Pub Date : 2023-12-31 DOI:10.7160/eriesj.2023.160403
Markéta Matulová
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引用次数: 0

摘要

本文介绍了一种考虑大学对可持续发展贡献的大学排名新方法。它解决了围绕使用综合指标构建排名的常见争议。传统方法通常包括对子指标进行归一化处理,并采用主观权重进行汇总,这引发了人们对排名可靠性的担忧。针对这一问题,我们提出了一种基于数据包络分析(DEA)的替代方法,利用灵活的权重。我们的方法适用于 UI-GreenMetric 世界大学排名的数据。我们首先采用了一般的 "怀疑收益 "DEA 模型,然后通过计算超效率来增强其判别能力。在第三个模型中,我们对子指标施加了权重限制。我们的分析结果为所有利益相关者提供了有价值的见解,这一点可以从样本中的捷克大学的影响看出。此外,我们还对欧洲各国大学的排名结果进行了比较,从而建立了各国大学排名与可持续发展目标(SDG)实现情况之间的联系。这项研究有助于更全面地了解大学绩效与可持续发展之间的关系,以及对政策和基准制定的相关影响。
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Ranking of European Universities by DEA-Based Sustainability Indicator
The paper introduces a novel approach to university rankings that considers a university's contribution to sustainable development. It addresses the usual controversies surrounding the construction of rankings using composite indicators. The conventional approach typically involves normalizing sub-indicators and applying subjective weights for aggregation, which raises concerns about the reliability of the rankings. In response to this issue, we propose an alternative method based on Data Envelopment Analysis (DEA) that utilizes flexible weights. Our approach is applied to the data from the UI-GreenMetric World University Ranking. We initially employ a general Benefit of the Doubt DEA model and subsequently enhance its discrimination power by computing super-efficiency. In the third model, we impose weight restrictions on sub-indicators. The results of our analysis offer valuable insights for all stakeholders, as illustrated by the implications derived for Czech universities included in the sample. Furthermore, we compare the results of universities in various European countries, establishing a connection between rankings and the fulfillment of Sustainable Development Goals (SDG) within individual countries. This research contributes to a more comprehensive understanding of the relationship between university performance, sustainability, and the associated implications for policy and benchmarking.
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