LAPSE:2023.24038
Published Article
LAPSE:2023.24038
Assessing the Performance of Sustainable Development Goals of EU Countries: Hard and Soft Data Integration
March 27, 2023
Abstract
The European Union (EU) energy policy for sustainable development has been the topic of continuous debate, research, and analysis, which frequently focused on objectives and the evaluation of quantitative and qualitative performance. Different approaches can be used for the assessment of sustainable development goals. The authors of the article conducted a literature review of relevant research papers dated 2016−2020. The most common are quantitative methods based on hard data. Some qualitative studies based on soft data are also available but rare. This article proposes hybrid Rough Set Data Envelopment Analysis (DEA) and Rough Set Network DEA models that integrate both approaches. Also, the models allow the inclusion of uncertainty in the underlying data. The article uses hard data of the International Energy Agency (IEA) and the results of the EU survey regarding the influence of the socio-economic environment on CO2 emissions in EU countries. The authors demonstrate that multifaceted and objective assessment is possible by merging concepts from the set theory and operational research.
Keywords
Carbon Dioxide, data envelopment analysis (DEA), EU countries, network DEA, qualitative (soft) data, quantitative (hard) data, rough set, Sustainability
Suggested Citation
Chodakowska E, Nazarko J. Assessing the Performance of Sustainable Development Goals of EU Countries: Hard and Soft Data Integration. (2023). LAPSE:2023.24038
Author Affiliations
Chodakowska E: Faculty of Engineering Management, Bialystok University of Technology, Wiejska 45A, 15-351 Bialystok, Poland [ORCID]
Nazarko J: Faculty of Engineering Management, Bialystok University of Technology, Wiejska 45A, 15-351 Bialystok, Poland [ORCID]
Journal Name
Energies
Volume
13
Issue
13
Article Number
E3439
Year
2020
Publication Date
2020-07-03
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en13133439, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2023.24038
This Record
External Link

https://doi.org/10.3390/en13133439
Publisher Version
Download
Files
Mar 27, 2023
Main Article
License
CC BY 4.0
Meta
Record Statistics
Record Views
381
Version History
[v1] (Original Submission)
Mar 27, 2023
 
Verified by curator on
Mar 27, 2023
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2023.24038
 
Record Owner
Auto Uploader for LAPSE
Links to Related Works
Directly Related to This Work
Publisher Version
(0.39 seconds) 0.04 + 0.03 + 0.15 + 0.06 + 0 + 0.03 + 0.03 + 0 + 0.02 + 0.03 + 0 + 0