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April 21, 2026Discover Public HealthOpen Access

Perceptions and attitudes of healthcare providers toward artificial intelligence: a systematic review

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Authors

DADaifallah M. AlrazeeniPrince Sultan UniversityMAMaryam AlharrasiHeart Failure / CardiomyopathyMRMoustaq Karim Khan RonyActionAid

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Overview

A systematic review examines healthcare providers' perceptions of AI, suggesting tailored training and trust-building for effective adoption.

Key Points

  • The review explores healthcare providers' perceptions and attitudes toward artificial intelligence in clinical settings.
  • Conducted systematic literature search across six databases.
  • Included qualitative, quantitative, and mixed-methods studies focusing on healthcare providers.
  • Synthesized data using thematic analysis to identify core themes.
  • Identified five core themes regarding awareness, benefits, concerns, trust, and contextual influences.
  • Highlighted a gap in operational knowledge despite awareness of AI.
  • Emphasized the role of participatory design in building trust and acceptance.

Cite This Study

Alrazeeni et al. (2026) studied this question.

synapsesocial.com/papers/69e71423cb99343efc98d888https://doi.org/10.1186/s12982-026-01928-9
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Medical Practitioners’ Perceptions of Artificial Intelligence in Healthcare: A Mixed-Methods Study2025 · 1 citations
  2. 2Physicians’ Attitudes Toward Artificial Intelligence in Medicine: Mixed Methods Survey and Interview Study2025 · 49 citations
  3. 3Healthcare Workers’ Perspectives on Artificial Intelligence in Primary Care2025 · 1 citations
  4. 4Artificial intelligence adoption in healthcare: a systematic review of implementation challenges and health services implications2026
  5. 5Clinicians’ Attitudes and Perceptions on the Adoption of AI in Mental Health Care: Scoping Review2026