Green Innovation Optimization for Climate Change ESG Business Readiness: Role of Generative AI in BRICS Countries

ABSTRACT Climate change introduces new challenges for businesses which require them to find ways to be resilient. Green innovations contribute to boost Environmental, Social, and Governance (ESG)‐readiness leading to just transition without optimization. This study estimates the nonlinear effect of environmental innovation in ESG‐readiness against climate change while allowing for the moderating role of citations from regenerative AI‐research. We use BRICS countries to conduct the analyses with a machine learning based Panel‐QARDL. We find that green innovations trace an inverted U‐shaped effect and generative AI shifts this relationship upwards. Findings highlight the role of regenerative AI in boosting green innovation performance.

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Publication Details

Journal
European Financial Management
Published
2025-09-18
DOI
https://doi.org/10.1111/eufm.70020
Citations
3
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
9.39
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article

Green Innovation Optimization for Climate Change ESG Business Readiness: Role of Generative AI in BRICS Countries

Shajara Ul‐Durar, Yassine Bakkar, Marco De Sisto, Noman Arshed et al.
3 citations
European Financial Management
Energy, Environment, Economic Growth
9.39
article

Green Innovation Optimization for Climate Change ESG Business Readiness: Role of Generative AI in BRICS Countries

Shajara Ul‐Durar, Yassine Bakkar, Marco De Sisto, Noman Arshed, Mubbasher Munir
article en
3 citations

Abstract

ABSTRACT Climate change introduces new challenges for businesses which require them to find ways to be resilient. Green innovations contribute to boost Environmental, Social, and Governance (ESG)‐readiness leading to just transition without optimization. This study estimates the nonlinear effect of environmental innovation in ESG‐readiness against climate change while allowing for the moderating role of citations from regenerative AI‐research. We use BRICS countries to conduct the analyses with a machine learning based Panel‐QARDL. We find that green innovations trace an inverted U‐shaped effect and generative AI shifts this relationship upwards. Findings highlight the role of regenerative AI in boosting green innovation performance.

European Financial ManagementVol. 32(2)
Queen's University Belfast (GB), University of Sunderland (GB), RMIT University (AU), Sunway University (MY)
Openalex Percentile: Top 2%
Energy, Environment, Economic Growth
9.39
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