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Utilization of artificial intelligence in the banking sector: a systematic literature review
This study provides a holistic and systematic review of the literature on the utilization of artificial intelligence (AI) in the banking sector since 2005. In this study, the authors examined 44 articles through a systematic literature review approach and conducted a thematic and content analysis on...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Palgrave Macmillan UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9366789/ http://dx.doi.org/10.1057/s41264-022-00176-7 |
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author | Fares, Omar H. Butt, Irfan Lee, Seung Hwan Mark |
author_facet | Fares, Omar H. Butt, Irfan Lee, Seung Hwan Mark |
author_sort | Fares, Omar H. |
collection | PubMed |
description | This study provides a holistic and systematic review of the literature on the utilization of artificial intelligence (AI) in the banking sector since 2005. In this study, the authors examined 44 articles through a systematic literature review approach and conducted a thematic and content analysis on them. This review identifies research themes demonstrating the utilization of AI in banking, develops and classifies sub-themes of past research, and uses thematic findings coupled with prior research to propose an AI banking service framework that bridges the gap between academic research and industry knowledge. The findings demonstrate how the literature on AI and banking extends to three key areas of research: Strategy, Process, and Customer. These findings may benefit marketers and decision-makers in the banking sector to formulate strategic decisions regarding the utilization and optimization of value from AI technologies in the banking sector. This study also provides opportunities for future research. |
format | Online Article Text |
id | pubmed-9366789 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Palgrave Macmillan UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93667892022-08-11 Utilization of artificial intelligence in the banking sector: a systematic literature review Fares, Omar H. Butt, Irfan Lee, Seung Hwan Mark J Financ Serv Mark Original Article This study provides a holistic and systematic review of the literature on the utilization of artificial intelligence (AI) in the banking sector since 2005. In this study, the authors examined 44 articles through a systematic literature review approach and conducted a thematic and content analysis on them. This review identifies research themes demonstrating the utilization of AI in banking, develops and classifies sub-themes of past research, and uses thematic findings coupled with prior research to propose an AI banking service framework that bridges the gap between academic research and industry knowledge. The findings demonstrate how the literature on AI and banking extends to three key areas of research: Strategy, Process, and Customer. These findings may benefit marketers and decision-makers in the banking sector to formulate strategic decisions regarding the utilization and optimization of value from AI technologies in the banking sector. This study also provides opportunities for future research. Palgrave Macmillan UK 2022-08-11 /pmc/articles/PMC9366789/ http://dx.doi.org/10.1057/s41264-022-00176-7 Text en © The Author(s), under exclusive licence to Springer Nature Limited 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Article Fares, Omar H. Butt, Irfan Lee, Seung Hwan Mark Utilization of artificial intelligence in the banking sector: a systematic literature review |
title | Utilization of artificial intelligence in the banking sector: a systematic literature review |
title_full | Utilization of artificial intelligence in the banking sector: a systematic literature review |
title_fullStr | Utilization of artificial intelligence in the banking sector: a systematic literature review |
title_full_unstemmed | Utilization of artificial intelligence in the banking sector: a systematic literature review |
title_short | Utilization of artificial intelligence in the banking sector: a systematic literature review |
title_sort | utilization of artificial intelligence in the banking sector: a systematic literature review |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9366789/ http://dx.doi.org/10.1057/s41264-022-00176-7 |
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