LAPSE:2023.24291
Published Article

LAPSE:2023.24291
The International Energy Security Risk Index in Sustainable Energy and Economy Transition Decision Making—A Reliability Analysis
March 28, 2023
Abstract
The world economy and society are in a complex process of transition characterized by a high degree of uncertainty. Therefore, further development and management of the transition will largely depend on the quality of the decisions made and, accordingly, on the decision-making process itself. The main goal of this study is to analyze the reliability of International Energy Security Risk Index as a tool to support the process of energy and economy transition decision making, as closely related and highly interdependent phenomena. The index is composed of 29 aggregated variables (grouped into eight categories), and the research is conducted on a research sample of 25 countries over a period of 36 years. The reliability assessment is performed by using Multiple Regression Analysis. Multicollinearity test, plus Multicollinearity test with Variance Inflation Factors, is used for methodological verification. The test results indicate a high degree of unreliability of the Index, as is concluded based on the observed errors in its methodological settings. These errors primarily relate to a high degree of multicollinearity in all 29 variables, whereby independent variables lose their independence and thus jeopardize reliability of the total Index. Out of the eight groups of variables, the fuel imports group is the only one that does not show big methodological errors. The paper presents a recommendation for the improvement of the observed Index (review of the role of individual variables found to be particularly methodologically indicative), as well as a recommendation for different distribution of weighting coefficients.
The world economy and society are in a complex process of transition characterized by a high degree of uncertainty. Therefore, further development and management of the transition will largely depend on the quality of the decisions made and, accordingly, on the decision-making process itself. The main goal of this study is to analyze the reliability of International Energy Security Risk Index as a tool to support the process of energy and economy transition decision making, as closely related and highly interdependent phenomena. The index is composed of 29 aggregated variables (grouped into eight categories), and the research is conducted on a research sample of 25 countries over a period of 36 years. The reliability assessment is performed by using Multiple Regression Analysis. Multicollinearity test, plus Multicollinearity test with Variance Inflation Factors, is used for methodological verification. The test results indicate a high degree of unreliability of the Index, as is concluded based on the observed errors in its methodological settings. These errors primarily relate to a high degree of multicollinearity in all 29 variables, whereby independent variables lose their independence and thus jeopardize reliability of the total Index. Out of the eight groups of variables, the fuel imports group is the only one that does not show big methodological errors. The paper presents a recommendation for the improvement of the observed Index (review of the role of individual variables found to be particularly methodologically indicative), as well as a recommendation for different distribution of weighting coefficients.
Record ID
Keywords
decision making, energy and economy transition, international energy security risk index, multicollinearity test, multicollinearity test with variance inflation factors, multiple regression analysis
Subject
Suggested Citation
Podbregar I, Šimić G, Radovanović M, Filipović S, Maletič D, Šprajc P. The International Energy Security Risk Index in Sustainable Energy and Economy Transition Decision Making—A Reliability Analysis. (2023). LAPSE:2023.24291
Author Affiliations
Podbregar I: Department of Organization and Management, Faculty of Organizational Sciences, University of Maribor, Kidričeva cesta 55a, Kranj 4000 Slovenia
Šimić G: Department for Simulations and Distance Learning, University of Defense in Belgrade, Pavla Jurišića Šturma 1, Belgrade 11000, Serbia [ORCID]
Radovanović M: Department of Energy Security, Faculty of Security Studies, Educons University, 87 Vojvode Putnika Street, Sremska Kamenica 21208, Serbia
Filipović S: Department of Economic Theory and Analysis, Faculty of Business, Singidunum University, Danijelova 32, Belgrade 11000, Serbia
Maletič D: Department of Enterprise Engineering, Faculty of Organizational Sciences, University of Maribor, Kidričeva cesta 55a, Kranj 4000, Slovenia [ORCID]
Šprajc P: Department of Organization and Management, Faculty of Organizational Sciences, University of Maribor, Kidričeva cesta 55a, Kranj 4000 Slovenia
Šimić G: Department for Simulations and Distance Learning, University of Defense in Belgrade, Pavla Jurišića Šturma 1, Belgrade 11000, Serbia [ORCID]
Radovanović M: Department of Energy Security, Faculty of Security Studies, Educons University, 87 Vojvode Putnika Street, Sremska Kamenica 21208, Serbia
Filipović S: Department of Economic Theory and Analysis, Faculty of Business, Singidunum University, Danijelova 32, Belgrade 11000, Serbia
Maletič D: Department of Enterprise Engineering, Faculty of Organizational Sciences, University of Maribor, Kidričeva cesta 55a, Kranj 4000, Slovenia [ORCID]
Šprajc P: Department of Organization and Management, Faculty of Organizational Sciences, University of Maribor, Kidričeva cesta 55a, Kranj 4000 Slovenia
Journal Name
Energies
Volume
13
Issue
14
Article Number
E3691
Year
2020
Publication Date
2020-07-17
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en13143691, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2023.24291
This Record
External Link

https://doi.org/10.3390/en13143691
Publisher Version
Download
Meta
Record Statistics
Record Views
122
Version History
[v1] (Original Submission)
Mar 28, 2023
Verified by curator on
Mar 28, 2023
This Version Number
v1
Citations
Most Recent
This Version
URL Here
http://psecommunity.org/LAPSE:2023.24291
Record Owner
Auto Uploader for LAPSE
Links to Related Works
