Examining the Relationship between the Economy and Energy in the European Union Using Multivariate Statistical Methods

Economic growth, which is the focus of nations' central objectives, is causing significant environmental costs and damage (Chou et al., 2023). Fossil energy use contributes to economic growth but is also a major source of carbon emissions and accelerating rates of climate change, requiring governments to balance spending on economic growth with sustainable energy management (Bhuiyan et al., 2022). This research aims to examine and evaluate the links between economic performance and energy management. This will be achieved through a multivariate statistical analysis of relevant EU data (GDP, energy production and consumption, energy exports and imports, GHG emissions) for 27 Member States in 2022. The results of the correlation analysis will partly provide insights into the relationships between the variables, while the results of the principal component analysis will allow for identification of background variables. The cluster analysis shows a high degree of homogeneity among members, but several outliers can be identified.

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Publication Details

Journal
Statistika Statistics and Economy Journal
Published
2025-06-11
DOI
https://doi.org/10.54694/stat.2024.46
Primary Topic
Energy, Environment, Economic Growth
Type
article
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0.00
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article

Examining the Relationship between the Economy and Energy in the European Union Using Multivariate Statistical Methods

Tamás Pálvölgyi, Imre Dobos, Viktória Erőss
Statistika Statistics and Economy Journal
Energy, Environment, Economic Growth
article

Examining the Relationship between the Economy and Energy in the European Union Using Multivariate Statistical Methods

Tamás Pálvölgyi, Imre Dobos, Viktória Erőss
article en

Abstract

Economic growth, which is the focus of nations' central objectives, is causing significant environmental costs and damage (Chou et al., 2023). Fossil energy use contributes to economic growth but is also a major source of carbon emissions and accelerating rates of climate change, requiring governments to balance spending on economic growth with sustainable energy management (Bhuiyan et al., 2022). This research aims to examine and evaluate the links between economic performance and energy management. This will be achieved through a multivariate statistical analysis of relevant EU data (GDP, energy production and consumption, energy exports and imports, GHG emissions) for 27 Member States in 2022. The results of the correlation analysis will partly provide insights into the relationships between the variables, while the results of the principal component analysis will allow for identification of background variables. The cluster analysis shows a high degree of homogeneity among members, but several outliers can be identified.

Statistika Statistics and Economy JournalVol. 105(2)
Openalex Percentile: Top 81%
Energy, Environment, Economic Growth
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Examining the Relationship between the Economy and Energy in the European Union Using Multivariate Statistical Methods — Tamás Pálvölgyi, Imre Dobos, et al. · Statistika Statistics and Economy Journal (2025) | TGRS Research Map | TGRS