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Patient perspectives on data sharing regarding implementing and using artificial intelligence in general practice – a qualitative study

BACKGROUND: Due to more elderly and patients with complex illnesses, there is an increasing pressure on the healthcare system. General practice especially feels this pressure as being the first point of contact for the patients. Developments in digitalization have undergone fast progress and data-dr...

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Autores principales: Mikkelsen, Josefine Graabaek, Sørensen, Natasha Lee, Merrild, Camilla Hoffmann, Jensen, Martin Bach, Thomsen, Janus Laust
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10071604/
https://www.ncbi.nlm.nih.gov/pubmed/37016412
http://dx.doi.org/10.1186/s12913-023-09324-8
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author Mikkelsen, Josefine Graabaek
Sørensen, Natasha Lee
Merrild, Camilla Hoffmann
Jensen, Martin Bach
Thomsen, Janus Laust
author_facet Mikkelsen, Josefine Graabaek
Sørensen, Natasha Lee
Merrild, Camilla Hoffmann
Jensen, Martin Bach
Thomsen, Janus Laust
author_sort Mikkelsen, Josefine Graabaek
collection PubMed
description BACKGROUND: Due to more elderly and patients with complex illnesses, there is an increasing pressure on the healthcare system. General practice especially feels this pressure as being the first point of contact for the patients. Developments in digitalization have undergone fast progress and data-driven artificial intelligence (AI) has shown great potential for use in general practice. To develop AI as a support tool for general practitioners (GPs), access to patients’ health data is needed, but patients have concerns regarding data sharing. Furthermore, studies show that trust is important regarding the patient-GP relationship, data sharing, and AI. The aim of this paper is to uncover patient perspectives on trust regarding the patient-GP relationship, data sharing and AI in general practice. METHOD: This study investigated 10 patients’ perspectives through qualitative interviews and written vignettes were chosen to elicit the patients (interviewees) perspectives on topics that they were not familiar with prior to the interviews. The study specifically investigated perspectives on 1) The patient-GP relationship, 2) data sharing regarding developing AI for general practice, and 3) implementation and use of AI in general practice using thematic analysis. The study took place in the North Denmark Region and the interviewees included had to be registered in general practice and be above 18 years in age. We included four men between 25 to 74 years in age and six women between 27 to 46 years in age. RESULTS: The interviewees expressed a high level of trust towards their GP and were willing to share their health data with their GP. The interviewees believed that AI could be a great help to GPs if used as a support tool in general practice. However, it was important for the interviewees that the GP would still be the primary decision maker. CONCLUSION: Patients may be willing to share health data to help implement and use AI in general practice. If AI is implemented in a way that preserves the patient-GP relationship and used as a support tool for the GP, our results indicate that patients may be positive towards the use of AI in general practice. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-023-09324-8.
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spelling pubmed-100716042023-04-05 Patient perspectives on data sharing regarding implementing and using artificial intelligence in general practice – a qualitative study Mikkelsen, Josefine Graabaek Sørensen, Natasha Lee Merrild, Camilla Hoffmann Jensen, Martin Bach Thomsen, Janus Laust BMC Health Serv Res Research BACKGROUND: Due to more elderly and patients with complex illnesses, there is an increasing pressure on the healthcare system. General practice especially feels this pressure as being the first point of contact for the patients. Developments in digitalization have undergone fast progress and data-driven artificial intelligence (AI) has shown great potential for use in general practice. To develop AI as a support tool for general practitioners (GPs), access to patients’ health data is needed, but patients have concerns regarding data sharing. Furthermore, studies show that trust is important regarding the patient-GP relationship, data sharing, and AI. The aim of this paper is to uncover patient perspectives on trust regarding the patient-GP relationship, data sharing and AI in general practice. METHOD: This study investigated 10 patients’ perspectives through qualitative interviews and written vignettes were chosen to elicit the patients (interviewees) perspectives on topics that they were not familiar with prior to the interviews. The study specifically investigated perspectives on 1) The patient-GP relationship, 2) data sharing regarding developing AI for general practice, and 3) implementation and use of AI in general practice using thematic analysis. The study took place in the North Denmark Region and the interviewees included had to be registered in general practice and be above 18 years in age. We included four men between 25 to 74 years in age and six women between 27 to 46 years in age. RESULTS: The interviewees expressed a high level of trust towards their GP and were willing to share their health data with their GP. The interviewees believed that AI could be a great help to GPs if used as a support tool in general practice. However, it was important for the interviewees that the GP would still be the primary decision maker. CONCLUSION: Patients may be willing to share health data to help implement and use AI in general practice. If AI is implemented in a way that preserves the patient-GP relationship and used as a support tool for the GP, our results indicate that patients may be positive towards the use of AI in general practice. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-023-09324-8. BioMed Central 2023-04-04 /pmc/articles/PMC10071604/ /pubmed/37016412 http://dx.doi.org/10.1186/s12913-023-09324-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Mikkelsen, Josefine Graabaek
Sørensen, Natasha Lee
Merrild, Camilla Hoffmann
Jensen, Martin Bach
Thomsen, Janus Laust
Patient perspectives on data sharing regarding implementing and using artificial intelligence in general practice – a qualitative study
title Patient perspectives on data sharing regarding implementing and using artificial intelligence in general practice – a qualitative study
title_full Patient perspectives on data sharing regarding implementing and using artificial intelligence in general practice – a qualitative study
title_fullStr Patient perspectives on data sharing regarding implementing and using artificial intelligence in general practice – a qualitative study
title_full_unstemmed Patient perspectives on data sharing regarding implementing and using artificial intelligence in general practice – a qualitative study
title_short Patient perspectives on data sharing regarding implementing and using artificial intelligence in general practice – a qualitative study
title_sort patient perspectives on data sharing regarding implementing and using artificial intelligence in general practice – a qualitative study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10071604/
https://www.ncbi.nlm.nih.gov/pubmed/37016412
http://dx.doi.org/10.1186/s12913-023-09324-8
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