This paper is in the following e-collection/theme issue:

Formative Evaluation of Digital Health Interventions (2797) Artificial Intelligence (1700) Development and Evaluation of Research Methods, Instruments and Tools (630) Clinical Information and Decision Making (1632) Decision Support for Health Professionals (1331) Safety and Error Prevention in Health (225) ePrescribing and Innovations in Pharmacies (73) Pharmacovigilance (155)

Published on in Vol 7 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/51921, first published .
Designing Human-Centered AI to Prevent Medication Dispensing Errors: Focus Group Study With Pharmacists

Designing Human-Centered AI to Prevent Medication Dispensing Errors: Focus Group Study With Pharmacists

Designing Human-Centered AI to Prevent Medication Dispensing Errors: Focus Group Study With Pharmacists

Authors of this article:

Yifan Zheng1 Author Orcid Image ;   Brigid Rowell1 Author Orcid Image ;   Qiyuan Chen2 Author Orcid Image ;   Jin Yong Kim2 Author Orcid Image ;   Raed Al Kontar2 Author Orcid Image ;   X Jessie Yang2 Author Orcid Image ;   Corey A Lester1 Author Orcid Image
Article Authors Cited by (11) Tweetations (3) Metrics

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  3. Kim J, Marshall V, Rowell B, Chen Q, Zheng Y, Lee J, Kontar R, Lester C, Yang X. The Effects of Presenting AI Uncertainty Information on Pharmacists’ Trust in Automated Pill Recognition Technology: Exploratory Mixed Subjects Study. JMIR Human Factors 2025;12:e60273 View
  4. De Micco F, Di Palma G, Ferorelli D, De Benedictis A, Tomassini L, Tambone V, Cingolani M, Scendoni R. Artificial intelligence in healthcare: transforming patient safety with intelligent systems—A systematic review. Frontiers in Medicine 2025;11 View
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  6. Fatima M, Parthiban C. Artificial Intelligence [AI] -The Game Changer in Pharmaceutical Industry. Asian Journal of Pharmacy and Technology 2024:386 View
  7. Kim J, Lester C, Yang X. Beyond Binary Decisions: Evaluating the Effects of AI Error Type on Trust and Performance in AI-Assisted Tasks. Human Factors: The Journal of the Human Factors and Ergonomics Society 2025 View
  8. Lester C, Rowell B, Zheng Y, Co Z, Marshall V, Kim J, Chen Q, Kontar R, Yang X. Effect of Uncertainty-Aware AI Models on Pharmacists’ Reaction Time and Decision-Making in a Web-Based Mock Medication Verification Task: Randomized Controlled Trial. JMIR Medical Informatics 2025;13:e64902 View

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