ArticleApplied clinical informatics2025
Enabling Canadian Physician Wellness in the Age of Digital Innovation: What Do We Need to Succeed?
Article in Applied clinical informatics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
17 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Digital health tools, such as artificial intelligence scribes, offer significant potential to alleviate physician burnout and reduce administrative burdens associated with electronic health records. Despite their promise, Canadian health care organizations face challenges in establishing cohesive strategies for their effective implementation and evaluation.This paper explores actionable, organizational strategies to enhance physician wellness through digital health tools. It examines systemic barriers, promising practices, and infrastructure needs, culminating in five key recommendations for sustainable adoption.An environmental scan assessed digital health initiatives across Canada, incorporating case studies from wellness committees, advisory councils, and physician-led programs. National surveys and evaluation frameworks were reviewed to identify barriers, facilitators, and outcomes.Findings highlight challenges such as insufficient training and funding, fragmented governance and policies, and varied accessibility to digital tools. Promising initiatives demonstrated reduced documentation burdens, improved physician satisfaction, and streamlined workflows. Successful strategies included forming advisory committees, developing governance frameworks, and implementing standardized training programs. However, systemic barriers, including funding constraints and resistance to change, persist and require targeted interventions.The responsible adoption of digital health tools in Canadian health care demands robust governance, equitable funding, and standardized toolkits tailored to diverse settings. Active physician engagement and comprehensive training programs are essential to overcoming systemic challenges and fostering sustainable improvements in physician wellness and health care system efficiency.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.