The causal relationship between green technologies, green innovation and GDP growth

This study investigates the relationship between green technologies, green innovation, and GDP growth across 85 countries over the periods 1990–2019 and 2009–2019. We employ a novel Granger non-causality test that accounts for cross-sectional dependence and heteroskedasticity. Our findings indicate that green technologies significantly contribute to GDP growth, particularly in emerging economies. However, regional heterogeneity exists, with developed economies showing more complex interactions between green innovation and GDP. These results suggest that tailored green growth policies are essential to maximise the economic benefits of green technologies. This study provides policymakers with insights into the role of green innovation in fostering sustainable economic growth.

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Publication Details

Journal
Journal of Applied Economics
Published
2026-06-09
DOI
https://doi.org/10.1080/15140326.2026.2685973
Primary Topic
Energy, Environment, Economic Growth
Type
article
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article

The causal relationship between green technologies, green innovation and GDP growth

Wenchao Li, Prince Asare Vitenu‐Sackey, Yeukai Maria Madzianike
Journal of Applied Economics
Energy, Environment, Economic Growth
article

The causal relationship between green technologies, green innovation and GDP growth

Wenchao Li, Prince Asare Vitenu‐Sackey, Yeukai Maria Madzianike
article en

Abstract

This study investigates the relationship between green technologies, green innovation, and GDP growth across 85 countries over the periods 1990–2019 and 2009–2019. We employ a novel Granger non-causality test that accounts for cross-sectional dependence and heteroskedasticity. Our findings indicate that green technologies significantly contribute to GDP growth, particularly in emerging economies. However, regional heterogeneity exists, with developed economies showing more complex interactions between green innovation and GDP. These results suggest that tailored green growth policies are essential to maximise the economic benefits of green technologies. This study provides policymakers with insights into the role of green innovation in fostering sustainable economic growth.

Journal of Applied EconomicsVol. 29(1)
Jiangsu University (CN), Nanjing University of Finance and Economics (CN), University of Strathclyde (GB)
Decent work and economic growth
Openalex Percentile: Top 3%
Energy, Environment, Economic Growth
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The causal relationship between green technologies, green innovation and GDP growth — Wenchao Li, Prince Asare Vitenu‐Sackey, et al. · Journal of Applied Economics (2026) | TGRS Research Map | TGRS