Leveraging Economic Efficiency for <scp>CO<sub>2</sub></scp> Reduction and Energy Transition: The Role of Climate Vulnerability, GVC Integration, Digitalization and Energy Intensity

ABSTRACT This study investigates the nonlinear effects of economic efficiency on CO 2 reduction and energy transition, with a particular focus on advancing SDGs 7, 9, and 13. Using panel data from 61 countries, the analysis applies a slacks‐based measure of directional distance functions (SBM‐DDF) and threshold regression models to explore the complex relationship between economic efficiency, CO 2 emissions, and energy transition. Key findings reveal that while economic efficiency has generally improved over time, significant regional disparities remain. Improvements in economic efficiency lead to substantial reductions in CO 2 emissions and promote energy transition, but the relationship is nonlinear, influenced by factors such as climate vulnerability, global value chain (GVC) integration, digitalization, and energy intensity. Heightened climate vulnerability and deeper integration into GVC amplify the emission‐reducing effects of economic efficiency, whereas increased digitalization initially attenuates its decarbonization impact before shifting toward a suppressive effect, while concurrently reversing its influence on energy transition from inhibitive to facilitative. Furthermore, under higher energy intensity, economic efficiency exerts a more pronounced influence on both carbon abatement and the acceleration of energy transition. The study also highlights heterogeneity across income levels, with upper‐middle‐income countries experiencing stronger positive effects. These findings emphasize the need for tailored, context‐sensitive policies that account for regional and sectoral dynamics to optimize economic efficiency for sustainable development.

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Publication Details

Journal
Sustainable Development
Published
2025-02-20
DOI
https://doi.org/10.1002/sd.3364
Citations
3
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
9.39

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article

Leveraging Economic Efficiency for CO2 Reduction and Energy Transition: The Role of Climate Vulnerability, GVC Integration, Digitalization and Energy Intensity

Rongrong Li, Qiang Wang, Tong Liu
3 citations
Sustainable Development
Energy, Environment, Economic Growth
9.39
article

Leveraging Economic Efficiency for CO2 Reduction and Energy Transition: The Role of Climate Vulnerability, GVC Integration, Digitalization and Energy Intensity

Rongrong Li, Qiang Wang, Tong Liu
article en
3 citations

Abstract

ABSTRACT This study investigates the nonlinear effects of economic efficiency on CO 2 reduction and energy transition, with a particular focus on advancing SDGs 7, 9, and 13. Using panel data from 61 countries, the analysis applies a slacks‐based measure of directional distance functions (SBM‐DDF) and threshold regression models to explore the complex relationship between economic efficiency, CO 2 emissions, and energy transition. Key findings reveal that while economic efficiency has generally improved over time, significant regional disparities remain. Improvements in economic efficiency lead to substantial reductions in CO 2 emissions and promote energy transition, but the relationship is nonlinear, influenced by factors such as climate vulnerability, global value chain (GVC) integration, digitalization, and energy intensity. Heightened climate vulnerability and deeper integration into GVC amplify the emission‐reducing effects of economic efficiency, whereas increased digitalization initially attenuates its decarbonization impact before shifting toward a suppressive effect, while concurrently reversing its influence on energy transition from inhibitive to facilitative. Furthermore, under higher energy intensity, economic efficiency exerts a more pronounced influence on both carbon abatement and the acceleration of energy transition. The study also highlights heterogeneity across income levels, with upper‐middle‐income countries experiencing stronger positive effects. These findings emphasize the need for tailored, context‐sensitive policies that account for regional and sectoral dynamics to optimize economic efficiency for sustainable development.

Sustainable DevelopmentVol. 33(4)
China University of Petroleum, East China (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 3%
Energy, Environment, Economic Growth
9.39
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Leveraging Economic Efficiency for <scp>CO<sub>2</sub></scp> Reduction and Energy Transition: The Role of Climate Vulnerability, GVC Integration, Digitalization and Energy Intensity — Rongrong Li, Qiang Wang, et al. · Sustainable Development (2025) | TGRS Research Map | TGRS