Artificial Intelligence Integration in Sustainable Business Practices: A Text Mining Analysis of USA Firms

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dc.authoridbalcioglu, yavuz selim/0000-0001-7138-2972
dc.contributor.authorBalcioglu, Yavuz Selim
dc.contributor.authorCelik, Ahmet Alkan
dc.contributor.authorAltindag, Erkut
dc.date.accessioned2025-03-09T10:48:33Z
dc.date.available2025-03-09T10:48:33Z
dc.date.issued2024
dc.departmentİstanbul Beykent Üniversitesi
dc.description.abstractArtificial Intelligence (AI) is transforming sustainable business strategies globally, yet its specific applications within American enterprises remain underexplored. This study examines the integration of AI in sustainability efforts across various industries in the USA from 2014 to 2022. By analyzing 263 sustainability reports from 41 leading Nasdaq-listed firms using advanced text mining techniques, we uncover nuanced insights into how AI is employed to address environmental and social challenges. Our findings reveal a strategic deployment of AI not only to enhance operational efficiency, but also to drive significant environmental improvements, such as optimizing renewable energy usage and mitigating emissions. Additionally, AI's impact extends to fostering workplace safety, enhancing diversity, and bolstering community initiatives. This research highlights the critical role of AI as a catalyst in advancing sustainable practices, providing a blueprint for other regions and industries aiming to leverage technology for greater sustainability.
dc.identifier.doi10.3390/su16156334
dc.identifier.issn2071-1050
dc.identifier.issue15
dc.identifier.scopus2-s2.0-85200788952
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.3390/su16156334
dc.identifier.urihttps://hdl.handle.net/20.500.12662/4601
dc.identifier.volume16
dc.identifier.wosWOS:001286970800001
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherMDPI
dc.relation.ispartofSustainability
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WOS_20250310
dc.subjectartificial intelligence
dc.subjectsustainable business
dc.subjectAI adoption
dc.subjecttext mining
dc.subjectcorporate sustainability
dc.titleArtificial Intelligence Integration in Sustainable Business Practices: A Text Mining Analysis of USA Firms
dc.typeArticle

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