Evidence map›Paper›PMID 42578290›Full record

ArticleJMIR formative research2026

Examining Electronic Medical Record Migration in a Team-Based Primary Care Clinic: Case Study.

Max Moloney, Madura Sundareswaran

Abstract read
In one paragraph

Article in JMIR formative research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Max MoloneyCentre for Studies in Primary Care, Queen's University, Kingston, ON, Canada.ORCID 0000-0003-2293-910X
Madura SundareswaranDepartment of Family Medicine, Peterborough-Kawartha Site, Queen's University, Peterborough, ON, Canada.ORCID 0009-0004-7362-9317

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Electronic medical record (EMR) systems are now ubiquitous in Ontario primary care, with near-universal adoption among family physicians. EMRs have become critical pieces of clinic infrastructure that can affect nearly every aspect of clinical and administrative work. As EMR vendors consolidate and functionality evolves, some clinics undertake EMR migrations-complex transitions that require data conversion, workflow redesign, training, and change management. Despite their importance and wide adoption, there is a gap in understanding how community-based primary care organizations in Canadian settings navigate migration in practice, particularly from the perspective of frontline clinicians and staff. Objective: The project aimed to describe a single case of EMR migration within an 11-physician, team-based Family Health Organization (FHO) in Peterborough, Ontario, from the perspective of frontline clinicians and staff. This included assessing the factors influencing the decision to migrate, the operational and human factors that shaped implementation, and practical lessons for supporting and evaluating future EMR transitions. Methods: A single-site, physician-led quality improvement project was conducted in collaboration with the Peterborough Ontario Health Team using an exploratory case study approach. This approach was used to examine a complex, real-world health IT transition in its local organizational context. This project examined one FHO's migration between EMR providers using purposive sampling of individuals directly involved in the transition, including a lead physician (n=1), a lead administrator (n=1), family physicians (n=9), interprofessional health care providers (n=12), and medical office assistants (n=9). Data sources included 2 semistructured interviews, 2 focus groups, and 1 comprehensive document review. Data collection spanned the planning, implementation, and stabilization phases of the migration from February 2022 to November 2024. Sessions were recorded, transcribed, and deidentified. Documents included emails, meeting minutes, training communications, project planning materials, and troubleshooting records. Interview and focus group transcripts were analyzed thematically. Study documents were reviewed separately to construct a narrative chronology of the migration. Results: Four interrelated themes emerged: (1) burden of invisible labor, (2) cost and uncertainty as a catalyst, (3) importance of physician leadership, and (4) engage stakeholders early. Participants described migration as a resource-intensive organizational transition shaped by unpaid preparation work, cost pressures, clinical governance, quality assurance, and the responsiveness of internal and external stakeholders, particularly the vendor. Conclusions: This study illuminates the process of an EMR migration within one team-based FHO. Effective transitions depend on resourcing the often-invisible work of change, sustaining physician-led governance, and securing early, collaborative engagement with vendors and external partners. These findings complement provincial migration guidance by emphasizing protected time for training and quality assurance, local workflow adaptation, staged validation to shorten the transition period ("gray zone"), and explicit assessment of vendor responsiveness. Lessons are readily actionable for similar group practices and clinics planning future migrations or optimizations.

Indexed as

Electronic Health RecordsPatient Care TeamPrimary Health CareHumansOntarioOrganizational Case Studiescase studychange managementelectronic medical recordsphysician leadershipprimary carequality improvement

Identifiers

PMID42578290
PMCPMC13458545

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LicenceCC BY
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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.