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Leveraging the trust of nurses to advance a digital agenda in Europe: a critical review of health policy literature
This article is a critical and integrative review of health policy literature examining artificial intelligence (AI) and its implications for healthcare systems and the frontline nursing workforce. A key focus is on co-creation as essential for the deployment and adoption of AI. Our review hinges on...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
F1000 Research Limited
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10446062/ https://www.ncbi.nlm.nih.gov/pubmed/37645160 http://dx.doi.org/10.12688/openreseurope.13231.2 |
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author | De Raeve, Paul Davidson, Patricia M. Shaffer, Franklin A. Pol, Eric Pandey, Amit Kumar Adams, Elizabeth |
author_facet | De Raeve, Paul Davidson, Patricia M. Shaffer, Franklin A. Pol, Eric Pandey, Amit Kumar Adams, Elizabeth |
author_sort | De Raeve, Paul |
collection | PubMed |
description | This article is a critical and integrative review of health policy literature examining artificial intelligence (AI) and its implications for healthcare systems and the frontline nursing workforce. A key focus is on co-creation as essential for the deployment and adoption of AI. Our review hinges on the European Commission’s White Paper on Artificial Intelligence from 2020, which provides a useful roadmap. The value of health data spaces and electronic health records (EHRs) is considered; and the role of advanced nurse practitioners in harnessing the potential of AI tools in their practice is articulated. Finally, this paper examines “trust” as a precondition for the successful deployment and adoption of AI in Europe. AI applications in healthcare can enhance safety and quality, and mitigate against common risks and challenges, once the necessary level of trust is achieved among all stakeholders. Such an approach can enable effective preventative care across healthcare settings, particularly community and primary care. However, the acceptance of AI tools in healthcare is dependent on the robustness, validity and reliability of data collected and donated from EHRs. Nurse stakeholders have a key role to play in this regard, since trust can only be fostered through engaging frontline end-users in the co-design of EHRs and new AI tools. Nurses hold an intimate understanding of the direct benefits of such technology, such as releasing valuable nursing time for essential patient care, and empowering patients and their family members as recipients of nursing care. This article brings together insights from a unique group of stakeholders to explore the interaction between AI, the co-creation of data spaces and EHRs, and the role of the frontline nursing workforce. We identify the pre-conditions needed for successful deployment of AI and offer insights regarding the importance of co-creating the future European Health Data Space. |
format | Online Article Text |
id | pubmed-10446062 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | F1000 Research Limited |
record_format | MEDLINE/PubMed |
spelling | pubmed-104460622023-08-29 Leveraging the trust of nurses to advance a digital agenda in Europe: a critical review of health policy literature De Raeve, Paul Davidson, Patricia M. Shaffer, Franklin A. Pol, Eric Pandey, Amit Kumar Adams, Elizabeth Open Res Eur Review This article is a critical and integrative review of health policy literature examining artificial intelligence (AI) and its implications for healthcare systems and the frontline nursing workforce. A key focus is on co-creation as essential for the deployment and adoption of AI. Our review hinges on the European Commission’s White Paper on Artificial Intelligence from 2020, which provides a useful roadmap. The value of health data spaces and electronic health records (EHRs) is considered; and the role of advanced nurse practitioners in harnessing the potential of AI tools in their practice is articulated. Finally, this paper examines “trust” as a precondition for the successful deployment and adoption of AI in Europe. AI applications in healthcare can enhance safety and quality, and mitigate against common risks and challenges, once the necessary level of trust is achieved among all stakeholders. Such an approach can enable effective preventative care across healthcare settings, particularly community and primary care. However, the acceptance of AI tools in healthcare is dependent on the robustness, validity and reliability of data collected and donated from EHRs. Nurse stakeholders have a key role to play in this regard, since trust can only be fostered through engaging frontline end-users in the co-design of EHRs and new AI tools. Nurses hold an intimate understanding of the direct benefits of such technology, such as releasing valuable nursing time for essential patient care, and empowering patients and their family members as recipients of nursing care. This article brings together insights from a unique group of stakeholders to explore the interaction between AI, the co-creation of data spaces and EHRs, and the role of the frontline nursing workforce. We identify the pre-conditions needed for successful deployment of AI and offer insights regarding the importance of co-creating the future European Health Data Space. F1000 Research Limited 2021-05-13 /pmc/articles/PMC10446062/ /pubmed/37645160 http://dx.doi.org/10.12688/openreseurope.13231.2 Text en Copyright: © 2021 De Raeve P et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Review De Raeve, Paul Davidson, Patricia M. Shaffer, Franklin A. Pol, Eric Pandey, Amit Kumar Adams, Elizabeth Leveraging the trust of nurses to advance a digital agenda in Europe: a critical review of health policy literature |
title | Leveraging the trust of nurses to advance a digital agenda in Europe: a critical review of health policy literature |
title_full | Leveraging the trust of nurses to advance a digital agenda in Europe: a critical review of health policy literature |
title_fullStr | Leveraging the trust of nurses to advance a digital agenda in Europe: a critical review of health policy literature |
title_full_unstemmed | Leveraging the trust of nurses to advance a digital agenda in Europe: a critical review of health policy literature |
title_short | Leveraging the trust of nurses to advance a digital agenda in Europe: a critical review of health policy literature |
title_sort | leveraging the trust of nurses to advance a digital agenda in europe: a critical review of health policy literature |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10446062/ https://www.ncbi.nlm.nih.gov/pubmed/37645160 http://dx.doi.org/10.12688/openreseurope.13231.2 |
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