Are Artificial Intelligence and Circular Economy Activities ‘Run‐of‐the‐Mill’ in Integrated Reporting?

ABSTRACT This study aims to investigate the nexus of artificial intelligence (AI) and circular economy (CE) activities in integrated reporting (IR) practices. The study used data on the top 100 most sustainable corporations provided by Corporate Knights, which analyses roughly 7000 public firms with annual revenue of at least US$ $1 billion and the Dow Jones Sustainability Index (DJSI). Our research methodology consists of content and regression analysis. Research uncovered that both AI and CE initiatives aimed at reducing, recycling, remanufacturing and redesigning have connections to waste. Remanufacturing activities are linked to energy intensity, while all CE and AI variables, except for reuse, are associated with water usage. Additionally, we found that the company's revenue is linked to CE and AI efforts involving reduction, reuse, redesign and remanufacturing. The originality of this study is to provide a primary conceptual framework to disclose relevant AI and CE activities through IR by improving sustainable development. Our findings highlight the need for policymakers to develop or integrate standards that incorporate financial, social, environmental and AI aspects.

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Publication Details

Journal
Business Strategy and the Environment
Published
2025-06-03
DOI
https://doi.org/10.1002/bse.4351
Citations
2
Primary Topic
Impact of AI and Big Data on Business and Society
Type
article
Field-Weighted Citation Impact
4.21
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article

Are Artificial Intelligence and Circular Economy Activities ‘Run‐of‐the‐Mill’ in Integrated Reporting?

F Doni, Sarfraz Nazir, Alessandro Capocchi, Amna Sarfraz
2 citations
Business Strategy and the Environment
Impact of AI and Big Data on Business and Society
4.21
article

Are Artificial Intelligence and Circular Economy Activities ‘Run‐of‐the‐Mill’ in Integrated Reporting?

F Doni, Sarfraz Nazir, Alessandro Capocchi, Amna Sarfraz
article en
2 citations

Abstract

ABSTRACT This study aims to investigate the nexus of artificial intelligence (AI) and circular economy (CE) activities in integrated reporting (IR) practices. The study used data on the top 100 most sustainable corporations provided by Corporate Knights, which analyses roughly 7000 public firms with annual revenue of at least US$ $1 billion and the Dow Jones Sustainability Index (DJSI). Our research methodology consists of content and regression analysis. Research uncovered that both AI and CE initiatives aimed at reducing, recycling, remanufacturing and redesigning have connections to waste. Remanufacturing activities are linked to energy intensity, while all CE and AI variables, except for reuse, are associated with water usage. Additionally, we found that the company's revenue is linked to CE and AI efforts involving reduction, reuse, redesign and remanufacturing. The originality of this study is to provide a primary conceptual framework to disclose relevant AI and CE activities through IR by improving sustainable development. Our findings highlight the need for policymakers to develop or integrate standards that incorporate financial, social, environmental and AI aspects.

Business Strategy and the EnvironmentVol. 34(6)
University of Pisa (IT), Scuola Superiore Sant'Anna (IT), University of Milano-Bicocca (IT)
Openalex Percentile: Top 6%
Impact of AI and Big Data on Business and Society
4.21
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Are Artificial Intelligence and Circular Economy Activities ‘Run‐of‐the‐Mill’ in Integrated Reporting? — F Doni, Sarfraz Nazir, et al. · Business Strategy and the Environment (2025) | TGRS Research Map | TGRS