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Challenges to implementing artificial intelligence in healthcare: a qualitative interview study with healthcare leaders in Sweden

BMC Health Services Research · 2022 · Vol. 22(1) · pp. 850–850
Lena PeterssonIngrid LarssonJens NygrenPer NilsénMargit NeherJulie ReedDaniel TyskboPetra Svedberg

Abstract

In conclusion, healthcare leaders highlighted several implementation challenges in relation to AI within and beyond the healthcare system in general and their organisations in particular. The challenges comprised conditions external to the healthcare system, internal capacity for strategic change management, along with transformation of healthcare professions and healthcare practice. The results point to the need to develop implementation strategies across healthcare organisations to address challenges to AI-specific capacity building. Laws and policies are needed to regulate the design and execution of effective AI implementation strategies. There is a need to invest time and resources in implementation processes, with collaboration across healthcare, county councils, and industry partnerships.

Artificial Intelligence in Healthcare and EducationHealthcare cost, quality, practicesElectronic Health Records SystemsHealth careHealth administrationHealth informaticsQualitative researchKnowledge managementNursing researchProcess (computing)MedicinePublic relationsNursing

MeSH terms

Artificial IntelligenceDelivery of Health CareHealth FacilitiesHumansSwedenQualitative Research

Funding

  • Carl Bennet AB
  • VINNOVA
  • Högskolan i Halmstad
Citations
387
FWCI
22.93
field-weighted impact
References
72
Percentile
100%
vs. same field & year
Citations per year
References
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Journal of the American Statistical Association · 1984 · 24,578 citations
Artificial Intelligence and Human Trust in Healthcare: Focus on Clinicians
Journal of Medical Internet Research · 2020 · 733 citations
Application of Artificial Intelligence-Based Technologies in the Healthcare Industry: Opportunities and Challenges
International Journal of Environmental Research and Public Health · 2021 · 938 citations
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