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The Evaluation of Climate Change Competitiveness via DEA Models and Shannon Entropy: EU Regions.

Authors :
Karman, Agnieszka
Banaś, Jarosław
Source :
Entropy. Sep2024, Vol. 26 Issue 9, p732. 24p.
Publication Year :
2024

Abstract

The purpose of this paper is to assess the efficiency of climate change competitiveness via a case study on EU regions by using the data envelopment analysis (DEA) model and Shannon entropy. First, on the same premise as similar composite indicators, we develop a DEA model to assess the relative performance of the regions in climate change competitiveness. Then, we extend our calculations with a DEA-like model and Shannon entropy to derive global estimates of a new competitiveness index by using common weights. Results show that the proposed DEA-Entropy model enables the construction of a regional climate change competitiveness index among all regions via a set of common weights. The proposed model's common weight structure demonstrates more discriminative power compared to the weights obtained through pure DEA or DEA-like methods. In order to validate the proposed DEA-Entropy model, it was applied to 120 EU regions. The results are meaningful for the regions to improve their competitiveness. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10994300
Volume :
26
Issue :
9
Database :
Academic Search Index
Journal :
Entropy
Publication Type :
Academic Journal
Accession number :
179965443
Full Text :
https://doi.org/10.3390/e26090732