External debt, renewable energy, and CO 2 emissions in LMIEs: A pathway toward sustainable development goals

This study explores the complex linkage between external debt and green investments in LMIEs concerning environmental sustainability, in line with the SDGs. This study examines the effects of external debt, renewable energy, natural resource rents, industrialization, population size, and FDI on CO2 emissions. Based on a large and diverse panel dataset, the study applies Augmented Mean Group (AMG), Common Correlated Effects Mean Group (CCMG), and Pooled Mean Group (PMG) econometric estimators to address biases and heterogeneity. The results show that external debt hinders green investment and elevates CO2 emissions in the long run. Conversely, this study established that renewable energy consumption is a critical factor in preventing environmental depletion, thereby demonstrating its viability as a substitute. Natural resource rents and industrialization are identified as significant predictors of CO2 emissions, highlighting the ecological impacts of rentier and industrialized economies. The population size and FDI findings are inconclusive and suggest the need for country-specific strategies to promote economic growth without compromising the environment. The findings suggest that policymakers in low- and middle-income economies should prioritize directing external debt toward renewable energy projects and green infrastructure while strengthening environmental regulations governing foreign direct investment and industrial activities. Such targeted policies can simultaneously promote economic development and reduce CO2 emissions, thereby supporting the achievement of the Sustainable Development Goals (SDGs), particularly SDG 7 (Affordable and Clean Energy) and SDG 13 (Climate Action).

Authors

Institutions

Publication Details

Journal
Energy Sources Part B Economics Planning and Policy
Published
2026-08-25
DOI
https://doi.org/10.1080/15567249.2026.2723499
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

External debt, renewable energy, and CO 2 emissions in LMIEs: A pathway toward sustainable development goals

Kashif Raza Abbasi, Ijaz Younis, Shahzad Sadiq, Ousama Ben-Salha et al.
Energy Sources Part B Economics Planning and Policy
Energy, Environment, Economic Growth
article

External debt, renewable energy, and CO 2 emissions in LMIEs: A pathway toward sustainable development goals

Kashif Raza Abbasi, Ijaz Younis, Shahzad Sadiq, Ousama Ben-Salha, Jia Kaiwei
article en

Abstract

This study explores the complex linkage between external debt and green investments in LMIEs concerning environmental sustainability, in line with the SDGs. This study examines the effects of external debt, renewable energy, natural resource rents, industrialization, population size, and FDI on CO2 emissions. Based on a large and diverse panel dataset, the study applies Augmented Mean Group (AMG), Common Correlated Effects Mean Group (CCMG), and Pooled Mean Group (PMG) econometric estimators to address biases and heterogeneity. The results show that external debt hinders green investment and elevates CO2 emissions in the long run. Conversely, this study established that renewable energy consumption is a critical factor in preventing environmental depletion, thereby demonstrating its viability as a substitute. Natural resource rents and industrialization are identified as significant predictors of CO2 emissions, highlighting the ecological impacts of rentier and industrialized economies. The population size and FDI findings are inconclusive and suggest the need for country-specific strategies to promote economic growth without compromising the environment. The findings suggest that policymakers in low- and middle-income economies should prioritize directing external debt toward renewable energy projects and green infrastructure while strengthening environmental regulations governing foreign direct investment and industrial activities. Such targeted policies can simultaneously promote economic development and reduce CO2 emissions, thereby supporting the achievement of the Sustainable Development Goals (SDGs), particularly SDG 7 (Affordable and Clean Energy) and SDG 13 (Climate Action).

Energy Sources Part B Economics Planning and PolicyVol. 21(1)
European University of Lefke (TR), Northern Border University (SA), Northwestern Polytechnical University (CN), Liaoning Technical University (CN), The Ark (IE), Baku Engineering University (AZ)
Openalex Percentile: Top 5%
Energy, Environment, Economic Growth
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.