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 |
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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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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... |
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| Date Deposited: 22 Nov 2025 14:25 |
| Last Modified: 22 Nov 2025 14:25 |
| Author: |
Noman Arshed
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| Author: |
Yassine Bakkar
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| Author: |
Marco De Sisto
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| Author: |
Mubbasher Munir
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| Author: |
Shajara Ul‐Durar
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Faculty of Business and Technology > School of Business, Management and TourismSubjects
Business and ManagementActions (login required)
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