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Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare
This paper examines the continuous intention by healthcare professionals to use the Internet of Medical Things (IoMT) in combination with responsible artificial intelligence (AI). Using the theory of Diffusion of Innovation (DOI), a model was developed to determine the continuous intention to use Io...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8412855/ https://www.ncbi.nlm.nih.gov/pubmed/34493926 http://dx.doi.org/10.1007/s10796-021-10193-x |
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author | Al-Dhaen, Fatema Hou, Jiachen Rana, Nripendra P. Weerakkody, Vishanth |
author_facet | Al-Dhaen, Fatema Hou, Jiachen Rana, Nripendra P. Weerakkody, Vishanth |
author_sort | Al-Dhaen, Fatema |
collection | PubMed |
description | This paper examines the continuous intention by healthcare professionals to use the Internet of Medical Things (IoMT) in combination with responsible artificial intelligence (AI). Using the theory of Diffusion of Innovation (DOI), a model was developed to determine the continuous intention to use IoMT taking into account the risks and complexity involved in using AI. Data was gathered from 276 healthcare professionals through a survey questionnaire across hospitals in Bahrain. Empirical outcomes reveal nine significant relationships amongst the constructs. The findings show that despite contradictions associated with AI, continuous intention to use behaviour can be predicted during the diffusion of IoMT. This study advances the understanding of the role of responsible AI in the continued use of IoMT in healthcare and extends DOI to address the diffusion of two innovations concurrently. |
format | Online Article Text |
id | pubmed-8412855 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-84128552021-09-03 Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare Al-Dhaen, Fatema Hou, Jiachen Rana, Nripendra P. Weerakkody, Vishanth Inf Syst Front Article This paper examines the continuous intention by healthcare professionals to use the Internet of Medical Things (IoMT) in combination with responsible artificial intelligence (AI). Using the theory of Diffusion of Innovation (DOI), a model was developed to determine the continuous intention to use IoMT taking into account the risks and complexity involved in using AI. Data was gathered from 276 healthcare professionals through a survey questionnaire across hospitals in Bahrain. Empirical outcomes reveal nine significant relationships amongst the constructs. The findings show that despite contradictions associated with AI, continuous intention to use behaviour can be predicted during the diffusion of IoMT. This study advances the understanding of the role of responsible AI in the continued use of IoMT in healthcare and extends DOI to address the diffusion of two innovations concurrently. Springer US 2021-09-02 /pmc/articles/PMC8412855/ /pubmed/34493926 http://dx.doi.org/10.1007/s10796-021-10193-x Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021 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 | Article Al-Dhaen, Fatema Hou, Jiachen Rana, Nripendra P. Weerakkody, Vishanth Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare |
title | Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare |
title_full | Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare |
title_fullStr | Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare |
title_full_unstemmed | Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare |
title_short | Advancing the Understanding of the Role of Responsible AI in the Continued Use of IoMT in Healthcare |
title_sort | advancing the understanding of the role of responsible ai in the continued use of iomt in healthcare |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8412855/ https://www.ncbi.nlm.nih.gov/pubmed/34493926 http://dx.doi.org/10.1007/s10796-021-10193-x |
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