The role of technological innovation on top greenhouse gas emissions

Using panel data from 51 developing countries, this study contributes to the literature by empirically assessing the effects of technological innovation across the three major greenhouse gas emissions. Annual data from 2012 to 2020 are analyzed using static and dynamic panel estimation techniques. Environmental emissions are measured using the top three primary greenhouse gases of carbon dioxide, methane, and nitrous oxide to comprehensively assess the impact of technological innovation on the greenhouse effect. Following the static and dynamic panel estimates, this study confirms that technological innovation is decreasing emissions in developing countries, significantly lessening the top three greenhouse gas emissions and minimizing the greenhouse effect. The findings also support the existence of the EKC hypothesis in developing countries. Thus, the study concludes that policymakers in developing countries should prioritize investing in and implementing innovative technologies that can effectively reduce environmental emissions.

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Publication Details

Journal
Discover Sustainability
Published
2026-03-28
DOI
https://doi.org/10.1007/s43621-026-02976-6
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
0.00
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article

The role of technological innovation on top greenhouse gas emissions

Liu Changyu, Nanthakumar Loganathan, Yogeeswari Subramaniam, Muzafar Shah Habibullah
Discover Sustainability
Energy, Environment, Economic Growth
article

The role of technological innovation on top greenhouse gas emissions

Liu Changyu, Nanthakumar Loganathan, Yogeeswari Subramaniam, Muzafar Shah Habibullah
article en

Abstract

Using panel data from 51 developing countries, this study contributes to the literature by empirically assessing the effects of technological innovation across the three major greenhouse gas emissions. Annual data from 2012 to 2020 are analyzed using static and dynamic panel estimation techniques. Environmental emissions are measured using the top three primary greenhouse gases of carbon dioxide, methane, and nitrous oxide to comprehensively assess the impact of technological innovation on the greenhouse effect. Following the static and dynamic panel estimates, this study confirms that technological innovation is decreasing emissions in developing countries, significantly lessening the top three greenhouse gas emissions and minimizing the greenhouse effect. The findings also support the existence of the EKC hypothesis in developing countries. Thus, the study concludes that policymakers in developing countries should prioritize investing in and implementing innovative technologies that can effectively reduce environmental emissions.

Discover Sustainability
Universiti Putra Malaysia (MY), University of Technology Malaysia (MY)
Openalex Percentile: Top 5%
Energy, Environment, Economic Growth
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