Triple Impact of Green Technology, Globalization, and Democracy on Ecological Footprint: A Method of Moment Quantile Regression Analysis in G7 Economies

This study investigates the impact of energy consumption, economic growth, globalization, green technology, and democracy on ecological footprint in G7 countries from 1995 to 2020. Utilizing Fully Modified OLS (FMOLS), Dynamic OLS (DOLS), and Method of Moments Quantile Regression (MMQR), we estimated long-term relationships among variables. The Dumitrescu-Hurlin panel causality test was employed to assess causal directions, accounting for heterogeneity across G7 countries. The findings reveal that economic growth, energy consumption, and democracy increase the ecological footprint, degrading environmental quality, while globalization and green technology reduce it, enhancing sustainability. A unidirectional causal relationship exists between these factors and the ecological footprint. This study underscores the role of green technology and democratic governance in reducing ecological footprints and, offers G7-specific policy implications, including promoting green innovation and strengthening environmental regulations within democratic frameworks, to achieve sustainable outcomes.

Authors

Institutions

Publication Details

Journal
Sustainability
Published
2025-09-16
DOI
https://doi.org/10.3390/su17188300
Citations
1
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
3.13
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Triple Impact of Green Technology, Globalization, and Democracy on Ecological Footprint: A Method of Moment Quantile Regression Analysis in G7 Economies

İbrahim Tekiner, Aykut YAĞLIKARA
1 citations
Sustainability
Energy, Environment, Economic Growth
3.13
article

Triple Impact of Green Technology, Globalization, and Democracy on Ecological Footprint: A Method of Moment Quantile Regression Analysis in G7 Economies

İbrahim Tekiner, Aykut YAĞLIKARA
article en
1 citations

Abstract

This study investigates the impact of energy consumption, economic growth, globalization, green technology, and democracy on ecological footprint in G7 countries from 1995 to 2020. Utilizing Fully Modified OLS (FMOLS), Dynamic OLS (DOLS), and Method of Moments Quantile Regression (MMQR), we estimated long-term relationships among variables. The Dumitrescu-Hurlin panel causality test was employed to assess causal directions, accounting for heterogeneity across G7 countries. The findings reveal that economic growth, energy consumption, and democracy increase the ecological footprint, degrading environmental quality, while globalization and green technology reduce it, enhancing sustainability. A unidirectional causal relationship exists between these factors and the ecological footprint. This study underscores the role of green technology and democratic governance in reducing ecological footprints and, offers G7-specific policy implications, including promoting green innovation and strengthening environmental regulations within democratic frameworks, to achieve sustainable outcomes.

SustainabilityVol. 17(18)
Zonguldak Bülent Ecevit University (TR)
Openalex Percentile: Top 7%
Energy, Environment, Economic Growth
3.13
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.