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

被引:0
|
作者
Karman, Agnieszka [1 ]
Banas, Jaroslaw [2 ]
机构
[1] Marie Curie Sklodowska Univ, Inst Management, Fac Econ, PL-20031 Lublin, Poland
[2] Marie Curie Sklodowska Univ, Fac Econ, Dept Informat Syst & Logist, PL-20033 Lublin, Poland
关键词
DEA; entropy; optimization; regional competitiveness; climate change; DATA ENVELOPMENT ANALYSIS; COMMON WEIGHTS; EFFICIENCY; PERFORMANCE; FLEXIBILITY; RANKING;
D O I
10.3390/e26090732
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
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.
引用
收藏
页数:24
相关论文
共 50 条
  • [1] CLIMATE CHANGE AND TOURIST COMPETITIVENESS IN THE REGIONS OF COLOMBIA
    Orjuela Martinez, Catalina
    Bernal Gamba, Lizeth Natalia
    Cifuentes Castelblanco, Danys Camila
    ANUARIO TURISMO Y SOCIEDAD, 2021, 29 : 29 - 51
  • [2] Application of DEA for evaluation of regional efficiency of EU regions
    Nevima, Jan
    Ramik, Jaroslav
    28TH INTERNATIONAL CONFERENCE ON MATHEMATICAL METHODS IN ECONOMICS 2010, PTS I AND II, 2010, : 477 - 482
  • [3] Shannon's entropy for combining the efficiency results of different DEA models: Method and application
    Soleimani-damaneh, M.
    Zarepisheh, M.
    EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) : 5146 - 5150
  • [4] Performance Evaluation of Public Bus Transportation by Using DEA Models and Shannon's Entropy: An Example From a Company in a Large City of China
    Liu, Zicheng
    Wu, Naiqi
    Qiao, Yan
    Li, Zhiwu
    IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 8 (04) : 779 - 795
  • [5] Performance Evaluation of Public Bus Transportation by Using DEA Models and Shannon's Entropy:An Example From a Company in a Large City of China
    Zicheng Liu
    Naiqi Wu
    Yan Qiao
    Zhiwu Li
    IEEE/CAA Journal of Automatica Sinica, 2021, 8 (04) : 779 - 795
  • [6] The Competitiveness of Visegrad Four NUTS 2 Regions and its Evaluation by DEA Method Application
    Melecky, Lukas
    Stanickova, Michaela
    PROCEEDINGS OF THE 29TH INTERNATIONAL CONFERENCE ON MATHEMATICAL METHODS IN ECONOMICS 2011, PTS I AND II, 2011, : 474 - 479
  • [7] On the evaluation of climate change impact models
    Wagener, Thorsten
    Reinecke, Robert
    Pianosi, Francesca
    WILEY INTERDISCIPLINARY REVIEWS-CLIMATE CHANGE, 2022, 13 (03)
  • [8] Modeling the Circular Economy Processes at the EU Level Using an Evaluation Algorithm Based on Shannon Entropy
    Busu, Cristian
    Busu, Mihail
    PROCESSES, 2018, 6 (11)
  • [9] Evaluation of relative impact of aerosols on photovoltaic cells through combined Shannon's entropy and Data Envelopment Analysis (DEA)
    Ghosh, Santosh
    Yadav, Vinod Kumar
    Mukherjee, Vivekananda
    Yadav, Pankaj
    RENEWABLE ENERGY, 2017, 105 : 344 - 353
  • [10] Effect of reservoir models and climate change on flood analysis in arid regions
    Kamis, Ahmed Samy
    Al-Wagdany, Abdullah
    Bahrawi, Jarbou
    Latif, Muhammad
    Elfeki, Amro
    Hannachi, Abdel
    ARABIAN JOURNAL OF GEOSCIENCES, 2020, 13 (16)