Nexus Between Green Growth Drivers and CO2 Emissions: Insights from Panel Evidence of Environmentally Vulnerable Countries

This study explores the long-term relationship between carbon dioxide (CO?) emissions and four dominant macroeconomic variables: technological innovation, green growth, economic growth, and financial globalization. It is based on panel data from ten environmentally sensitive countries for the period of 2000 to 2023. Firstly, panel unit root tests (LLC, IPS, ADF, and PP) tested the stationarity of the variables and established different orders of integration. Thereafter, a stable long-run equilibrium relationship was identified between the variables by Pedroni and Kao cointegration tests. Then Dynamic Ordinary Least Squares (DOLS) procedure was used to estimate these long-run impacts, which resolved endogeneity and autocorrelation problems and accommodated the inclusion of variables integrated at varying orders. Results revealed that technological innovation and financial globalization significantly lower CO? emissions, pointing to their mitigation potential in the environment. On the other hand, green growth and economic growth were positively correlated with emissions, reflecting continued dependence on energy-intensive development. Diagnostic tests confirmed the model's stability and consistency. These results underscore the importance of strategically designed policies that incorporate technological progress and financial openness with sustainable economic techniques to reduce environmental degradation.

Authors

Institutions

Publication Details

Journal
Pakistan Journal of Humanities and Social Sciences
Published
2025-03-30
DOI
https://doi.org/10.52131/pjhss.2025.v13i1.2781
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

Nexus Between Green Growth Drivers and CO2 Emissions: Insights from Panel Evidence of Environmentally Vulnerable Countries

Muhammad Saad Khan, Waqas Ahmed, Badruldeen Mohd Ali, Syed Hilal Mubarak
Pakistan Journal of Humanities and Social Sciences
Energy, Environment, Economic Growth
article

Nexus Between Green Growth Drivers and CO2 Emissions: Insights from Panel Evidence of Environmentally Vulnerable Countries

Muhammad Saad Khan, Waqas Ahmed, Badruldeen Mohd Ali, Syed Hilal Mubarak
article en

Abstract

This study explores the long-term relationship between carbon dioxide (CO?) emissions and four dominant macroeconomic variables: technological innovation, green growth, economic growth, and financial globalization. It is based on panel data from ten environmentally sensitive countries for the period of 2000 to 2023. Firstly, panel unit root tests (LLC, IPS, ADF, and PP) tested the stationarity of the variables and established different orders of integration. Thereafter, a stable long-run equilibrium relationship was identified between the variables by Pedroni and Kao cointegration tests. Then Dynamic Ordinary Least Squares (DOLS) procedure was used to estimate these long-run impacts, which resolved endogeneity and autocorrelation problems and accommodated the inclusion of variables integrated at varying orders. Results revealed that technological innovation and financial globalization significantly lower CO? emissions, pointing to their mitigation potential in the environment. On the other hand, green growth and economic growth were positively correlated with emissions, reflecting continued dependence on energy-intensive development. Diagnostic tests confirmed the model's stability and consistency. These results underscore the importance of strategically designed policies that incorporate technological progress and financial openness with sustainable economic techniques to reduce environmental degradation.

Pakistan Journal of Humanities and Social SciencesVol. 13(1)
Hazara University (PK), Government College University, Lahore (PK)
Openalex Percentile: Top 79%
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.

Nexus Between Green Growth Drivers and CO2 Emissions: Insights from Panel Evidence of Environmentally Vulnerable Countries — Muhammad Saad Khan, Waqas Ahmed, et al. · Pakistan Journal of Humanities and Social Sciences (2025) | TGRS Research Map | TGRS