Impact of environmental taxes, hydroelectricity consumption, economic globalization, and gross domestic product (GDP) on the load capacity factor in the selected European Union (EU) member countries

The intersection of economic development, energy dynamics, environmental policy, and environmental sustainability presents complex challenges for European Union (EU) countries. This study investigated the impact of environmental taxes, hydroelectricity consumption, economic globalization, and gross...

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Main Authors: Funda Kaya, Badsha Mia, Most. Asikha Aktar, Md. Shaddam Hossain, Md Mahedi Hassan, Muhammad Abdur Rahaman, Liton Chandra Voumik
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2025-04-01
Series:Regional Sustainability
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Online Access:http://www.sciencedirect.com/science/article/pii/S2666660X25000180
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author Funda Kaya
Badsha Mia
Most. Asikha Aktar
Md. Shaddam Hossain
Md Mahedi Hassan
Muhammad Abdur Rahaman
Liton Chandra Voumik
author_facet Funda Kaya
Badsha Mia
Most. Asikha Aktar
Md. Shaddam Hossain
Md Mahedi Hassan
Muhammad Abdur Rahaman
Liton Chandra Voumik
author_sort Funda Kaya
collection DOAJ
description The intersection of economic development, energy dynamics, environmental policy, and environmental sustainability presents complex challenges for European Union (EU) countries. This study investigated the impact of environmental taxes, hydroelectricity consumption, economic globalization, and gross domestic product (GDP) on the load capacity factor (LCF) in the 10 EU member countries (including Austria, Finland, France, Germany, Italy, Poland, Portugal, Slovakia, Spain, and Sweden) using data from 1995 to 2020. To ensure the reliability and validity of the data, this study applied several advanced econometric tests, including the Pesaran and Yamagata slope heterogeneity test, Pesaran cross-sectional dependence (CSD) test, second-generation unit root test, and Westerlund cointegration test. The data showed important statistical issues such as slope heterogeneity across panels, CSD, mixed-order unit root structures, and long-run associations between variables. To address these issues, we applied an augmented mean group (AMG) model as the main regression approach, and used the pooled mean group-autoregressive distributed lag (PMG-ARDL) method to check the robustness. Specifically, the AMG results indicate that a 1.000% rise in hydroelectricity consumption results in a 0.048% rise in the LCF, while a 1.000% increase in environmental taxes leads to a 0.175% increase in the LCF. Contrary to this, a 1.000% increase in economic globalization results in a 0.370% decrease in the LCF, and a 1.000% increase in GDP leads to a 0.850% decrease in the LCF. Environmental taxes have a more beneficial impact on the environment, and GDP has the most detrimental effect. The findings provide empirical evidence on the role of environmental taxes, hydroelectricity consumption, economic globalization, and GDP in driving the LCF. Additionally, the findings provide valuable information to policy-makers, academicians, and stakeholders shaping energy and environmental policies in the 10 EU member countries.
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spelling doaj-art-99834f7d46724dc0a94116a0c386674c2025-08-20T01:59:14ZengKeAi Communications Co. Ltd.Regional Sustainability2666-660X2025-04-016210021010.1016/j.regsus.2025.100210Impact of environmental taxes, hydroelectricity consumption, economic globalization, and gross domestic product (GDP) on the load capacity factor in the selected European Union (EU) member countriesFunda Kaya0Badsha Mia1Most. Asikha Aktar2Md. Shaddam Hossain3Md Mahedi Hassan4Muhammad Abdur Rahaman5Liton Chandra Voumik6Health Sciences Institute, Mugla Sitki Kocman University, Mugla, 48100, TurkeyDepartment of Law, Noakhali Science and Technology University, Noakhali, 3814, BangladeshDepartment of Economics, Comilla University, Comilla, 3506, BangladeshDepartment of Economics, Noakhali Science and Technology University, Noakhali, 3814, BangladeshInternational American University, Los Angeles, 90010, the United StatesCentre for People and Environ, Dhaka, 1000, BangladeshDepartment of Economics, Noakhali Science and Technology University, Noakhali, 3814, Bangladesh; Corresponding author.The intersection of economic development, energy dynamics, environmental policy, and environmental sustainability presents complex challenges for European Union (EU) countries. This study investigated the impact of environmental taxes, hydroelectricity consumption, economic globalization, and gross domestic product (GDP) on the load capacity factor (LCF) in the 10 EU member countries (including Austria, Finland, France, Germany, Italy, Poland, Portugal, Slovakia, Spain, and Sweden) using data from 1995 to 2020. To ensure the reliability and validity of the data, this study applied several advanced econometric tests, including the Pesaran and Yamagata slope heterogeneity test, Pesaran cross-sectional dependence (CSD) test, second-generation unit root test, and Westerlund cointegration test. The data showed important statistical issues such as slope heterogeneity across panels, CSD, mixed-order unit root structures, and long-run associations between variables. To address these issues, we applied an augmented mean group (AMG) model as the main regression approach, and used the pooled mean group-autoregressive distributed lag (PMG-ARDL) method to check the robustness. Specifically, the AMG results indicate that a 1.000% rise in hydroelectricity consumption results in a 0.048% rise in the LCF, while a 1.000% increase in environmental taxes leads to a 0.175% increase in the LCF. Contrary to this, a 1.000% increase in economic globalization results in a 0.370% decrease in the LCF, and a 1.000% increase in GDP leads to a 0.850% decrease in the LCF. Environmental taxes have a more beneficial impact on the environment, and GDP has the most detrimental effect. The findings provide empirical evidence on the role of environmental taxes, hydroelectricity consumption, economic globalization, and GDP in driving the LCF. Additionally, the findings provide valuable information to policy-makers, academicians, and stakeholders shaping energy and environmental policies in the 10 EU member countries.http://www.sciencedirect.com/science/article/pii/S2666660X25000180Environmental taxesHydroelectricity consumptionEconomic globalizationLoad capacity factorSustainable developmentEuropean Union (EU) member countries
spellingShingle Funda Kaya
Badsha Mia
Most. Asikha Aktar
Md. Shaddam Hossain
Md Mahedi Hassan
Muhammad Abdur Rahaman
Liton Chandra Voumik
Impact of environmental taxes, hydroelectricity consumption, economic globalization, and gross domestic product (GDP) on the load capacity factor in the selected European Union (EU) member countries
Regional Sustainability
Environmental taxes
Hydroelectricity consumption
Economic globalization
Load capacity factor
Sustainable development
European Union (EU) member countries
title Impact of environmental taxes, hydroelectricity consumption, economic globalization, and gross domestic product (GDP) on the load capacity factor in the selected European Union (EU) member countries
title_full Impact of environmental taxes, hydroelectricity consumption, economic globalization, and gross domestic product (GDP) on the load capacity factor in the selected European Union (EU) member countries
title_fullStr Impact of environmental taxes, hydroelectricity consumption, economic globalization, and gross domestic product (GDP) on the load capacity factor in the selected European Union (EU) member countries
title_full_unstemmed Impact of environmental taxes, hydroelectricity consumption, economic globalization, and gross domestic product (GDP) on the load capacity factor in the selected European Union (EU) member countries
title_short Impact of environmental taxes, hydroelectricity consumption, economic globalization, and gross domestic product (GDP) on the load capacity factor in the selected European Union (EU) member countries
title_sort impact of environmental taxes hydroelectricity consumption economic globalization and gross domestic product gdp on the load capacity factor in the selected european union eu member countries
topic Environmental taxes
Hydroelectricity consumption
Economic globalization
Load capacity factor
Sustainable development
European Union (EU) member countries
url http://www.sciencedirect.com/science/article/pii/S2666660X25000180
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