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Expected values of implementing AI in healthcare – A Qualitative study
Halmstad University, School of Health and Welfare.ORCID iD: 0000-0001-7874-7970
Halmstad University, School of Health and Welfare.ORCID iD: 0000-0003-4438-6673
Halmstad University, School of Health and Welfare.ORCID iD: 0000-0002-3576-2393
Halmstad University, School of Health and Welfare.ORCID iD: 0000-0002-4341-660X
2023 (English)In: Nordic Health Promotion Research Conference 2023: Abstracts, Halmstad, 2023Conference paper, Oral presentation with published abstract (Refereed)
Abstract [en]

Background: Artificial intelligence (AI) is often presented as a technology that will change healthcare and be useful inclinical work in disease prediction, diagnosis, and precision health. More knowledge is needed regarding the value of AI applications based on the perspectives of healthcare leaders to understand their roles as gatekeepers and facilitatorsfor successful implementation.

The purpose of the study: To explore healthcare leaders’ perceptions of the value of AI applications in clinical work.

Methods: The study had an explorative qualitative approach. Individual interviews were conducted from October2020 to May 2021 with 26 healthcare leaders with different experiences in implementing AI in clinical practice in acounty council in Sweden. Inductive qualitative content analysis was used, and eight sub-categories and threecategories emerged.

Findings: The value of AI applications in clinical care was described in terms of expected benefits for patients as toolssupporting person-centered information and individualized self-management. The expected benefits for healthcareprofessionals included decision-support in diagnostics, risk assessments, and treatment recommendations but alsoproviding warning systems and second opinions in clinical work. On an organizational level, the benefits comprisedpatient safety and decision-support in prioritizing healthcare resources in and across healthcare organizations.

Conclusions: The healthcare leaders perceived that AI applications would provide value on different levels inhealthcare for patients, healthcare professionals, and organizations. Across these levels, the implementation of AI cansupport person-centeredness, patient self-management, quality of care, patient safety, and resource optimization.

Place, publisher, year, edition, pages
Halmstad, 2023.
Keywords [en]
AI applications, healthcare leaders, qualitative study, value
National Category
Health Sciences
Research subject
Health Innovation; Health Innovation, IDC
Identifiers
URN: urn:nbn:se:hh:diva-52343OAI: oai:DiVA.org:hh-52343DiVA, id: diva2:1822957
Conference
The 10th Nordic Health Promotion Research Conference "Sustainability and the impact on health and well-being", Halmstad, Sweden, 14-16 June, 2023
Funder
Halmstad UniversityAvailable from: 2023-12-28 Created: 2023-12-28 Last updated: 2025-10-01Bibliographically approved

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Petersson et al Value(195 kB)102 downloads
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Petersson, LenaSvedberg, PetraNygren, Jens M.Larsson, Ingrid

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CiteExportLink to record
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Citation style
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