AI-Enhanced Continuing Professional Development as an Evolving Sociotechnical System: Multimethod Theoretical Framework Development Study

This study presents a novel conceptual model of AI-enhanced CPD as a sociotechnical system. The integration of CT and ANT with AI constructs improves explanatory power of the ALEERRT-CA framework. Educators, program leaders, and policymakers can use the framework as a structured toolset to evaluate AI readiness, design responsible AI-enhanced CPD practices, and plan future empirical research. The framework provides a theoretical lens for observing the rapidly evolving field of AI-enhanced CPD and health care practice.

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Publication Details

Journal
JMIR Medical Education
Published
2026-01-06
DOI
https://doi.org/10.2196/69156
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
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article

AI-Enhanced Continuing Professional Development as an Evolving Sociotechnical System: Multimethod Theoretical Framework Development Study

Vjekoslav Hlede, Heather Dow, Sofia Valanci, G. Robert D'Antuono
JMIR Medical Education
Artificial Intelligence in Healthcare and Education
article

AI-Enhanced Continuing Professional Development as an Evolving Sociotechnical System: Multimethod Theoretical Framework Development Study

Vjekoslav Hlede, Heather Dow, Sofia Valanci, G. Robert D'Antuono
article en

Abstract

This study presents a novel conceptual model of AI-enhanced CPD as a sociotechnical system. The integration of CT and ANT with AI constructs improves explanatory power of the ALEERRT-CA framework. Educators, program leaders, and policymakers can use the framework as a structured toolset to evaluate AI readiness, design responsible AI-enhanced CPD practices, and plan future empirical research. The framework provides a theoretical lens for observing the rapidly evolving field of AI-enhanced CPD and health care practice.

JMIR Medical EducationVol. 12
University of Utah (US), American Society of Anesthesiologists (US), University of Alabama at Birmingham (US), Canadian Association of Physical Medicine and Rehabilitation (CA), New York University (US), Royal College of Physicians and Surgeons of Canada (CA)
Partnerships for the goals
Openalex Percentile: Top 94%
Artificial Intelligence in Healthcare and Education
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AI-Enhanced Continuing Professional Development as an Evolving Sociotechnical System: Multimethod Theoretical Framework Development Study — Vjekoslav Hlede, Heather Dow, et al. · JMIR Medical Education (2026) | TGRS Research Map | TGRS