Effect of clean energy on CO₂ emissions in G-20 countries using STIRPAT approach

This paper analyses the effect of clean fuel technology for cooking and electricity on CO 2 emissions in G-20 countries over the period from 2000 to 2022, using data from the World Bank. The study applies an extended form of the Stochastic Impacts by Regression on Population, Affluence, and Technology (STIRPAT) model for this purpose. The paper incorporates access to clean fuel technology for cooking and access to electricity as a technology component of the model. It presents results using Fixed Effect Model with robustness check using Driscoll-Kraay estimator and the Second-Generation Panel (SEP) models i.e. the Common Corrected Error (CCE) estimator and the Pesaran and Smith (1995) model. The second-generation models help understanding short-run and long-run scenarios. The paper finds out that population, per capita income, and trade openness have a positive and significant impact on CO 2 emissions per capita, whereas the provision of clean fuel technology for cooking and access to electricity have a significant and negative impact on CO 2 emissions per capita Therefore, these empirical results recommend that the wide coverage clean fuel technology for cooing such as Liquefied Petroleum Gas (LPG) and Piped Natural Gas (PNG) will result in decrease in the level of emissions. Along with the adoption of cleaner and sustainable electricity generation, it can eventually lower CO 2 emissions and further contribute to the achievement of Sustainable Development Goal-7.

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Publication Details

Journal
Humanities and Social Sciences Communications
Published
2026-06-13
DOI
https://doi.org/10.1057/s41599-026-07821-9
Primary Topic
Environmental Impact and Sustainability
Type
article
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article

Effect of clean energy on CO₂ emissions in G-20 countries using STIRPAT approach

Gyanendra Kumar Singh, Balkeshwar Singh, Md Absar Alam, Reena Kumari
Humanities and Social Sciences Communications
Environmental Impact and Sustainability
article

Effect of clean energy on CO₂ emissions in G-20 countries using STIRPAT approach

Gyanendra Kumar Singh, Balkeshwar Singh, Md Absar Alam, Reena Kumari
article en

Abstract

This paper analyses the effect of clean fuel technology for cooking and electricity on CO 2 emissions in G-20 countries over the period from 2000 to 2022, using data from the World Bank. The study applies an extended form of the Stochastic Impacts by Regression on Population, Affluence, and Technology (STIRPAT) model for this purpose. The paper incorporates access to clean fuel technology for cooking and access to electricity as a technology component of the model. It presents results using Fixed Effect Model with robustness check using Driscoll-Kraay estimator and the Second-Generation Panel (SEP) models i.e. the Common Corrected Error (CCE) estimator and the Pesaran and Smith (1995) model. The second-generation models help understanding short-run and long-run scenarios. The paper finds out that population, per capita income, and trade openness have a positive and significant impact on CO 2 emissions per capita, whereas the provision of clean fuel technology for cooking and access to electricity have a significant and negative impact on CO 2 emissions per capita Therefore, these empirical results recommend that the wide coverage clean fuel technology for cooing such as Liquefied Petroleum Gas (LPG) and Piped Natural Gas (PNG) will result in decrease in the level of emissions. Along with the adoption of cleaner and sustainable electricity generation, it can eventually lower CO 2 emissions and further contribute to the achievement of Sustainable Development Goal-7.

Humanities and Social Sciences Communications
Motilal Nehru National Institute of Technology (IN), Lalit Narayan Mithila University (IN), Technical University of Malaysia Malacca (MY), Addis Ababa Science and Technology University (ET)
Openalex Percentile: Top 9%
Environmental Impact and Sustainability
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Effect of clean energy on CO₂ emissions in G-20 countries using STIRPAT approach — Gyanendra Kumar Singh, Balkeshwar Singh, et al. · Humanities and Social Sciences Communications (2026) | TGRS Research Map | TGRS