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

Arshed, Noman, Bakkar, Yassine, De Sisto, Marco, Munir, Mubbasher and Ul‐Durar, Shajara (2025) Green Innovation Optimization for Climate Change ESG Business Readiness: Role of Generative AI in BRICS Countries. European Financial Management. ISSN 1468-036X

Item Type: Article

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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Additional Information: ** Article version: VoR ** From Wiley via Jisc Publications Router ** History: received 20-12-2024; rev-recd 07-07-2025; accepted 01-09-2025; epub 18-09-2025. ** Licence for VoR version of this article: http://creativecommons.org/licenses/by/4.0/
Uncontrolled Keywords: AI adoption, machine Learning, innovation management, panel quantile ARDL, green technology
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SWORD Depositor: Publication Router
Depositing User: Publication Router

Identifiers

Item ID: 19576
Identification Number: 10.1111/eufm.70020
ISSN: 1468-036X
URI: https://sure.sunderland.ac.uk/id/eprint/19576
Official URL: https://onlinelibrary.wiley.com/doi/10.1111/eufm.7...

Users with ORCIDS

ORCID for Noman Arshed: ORCID iD orcid.org/0000-0002-8940-5391
ORCID for Yassine Bakkar: ORCID iD orcid.org/0000-0002-3392-7174
ORCID for Marco De Sisto: ORCID iD orcid.org/0000-0002-1243-6392
ORCID for Mubbasher Munir: ORCID iD orcid.org/0000-0001-7532-2512
ORCID for Shajara Ul‐Durar: ORCID iD orcid.org/0000-0001-6574-026X

Catalogue record

Date Deposited: 22 Nov 2025 14:25
Last Modified: 22 Nov 2025 14:25

Contributors

Author: Noman Arshed ORCID iD
Author: Yassine Bakkar ORCID iD
Author: Marco De Sisto ORCID iD
Author: Mubbasher Munir ORCID iD
Author: Shajara Ul‐Durar ORCID iD

University Divisions

Faculty of Business and Technology > School of Business, Management and Tourism

Subjects

Business and Management

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