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Record W4412857944 · doi:10.1186/s12875-025-02942-7

Medication management for older adults in interprofessional primary care teams: a qualitative interview study of family health teams in Ontario, Canada

2025· article· en· W4412857944 on OpenAlexafffundabout
Monika Roerig, Julie Vizza, David Rudoler, Sara Allin, Élisabeth Martin, Agnes Grudniewicz

Bibliographic record

VenueBMC Primary Care · 2025
Typearticle
Languageen
FieldHealth Professions
TopicInterprofessional Education and Collaboration
Canadian institutionsUniversity of OttawaUniversité LavalUniversity of Ontario Institute of TechnologyUniversity of Toronto
FundersCanadian Institutes of Health Research
KeywordsPrimary careQualitative researchFamily medicineNursingPrimary health careMedicineFamily healthGerontologyPsychologySociologyEnvironmental health

Abstract

fetched live from OpenAlex

BACKGROUND: Team-based, interprofessional primary care models are arguably well positioned to care for patients with polypharmacy as they often have a pharmacist or allied health professionals to support patients with medication management. However, little is known about how teams work together to manage medications. This study aimed to explore how a team-based primary care organization including a mix of physicians and interdisciplinary health providers (IHPs), called Family Health Teams (FHTs), manage medications for older adults. METHODS: We conducted semi-structured interviews (n = 38) with administrators, family physicians, and IHPs from six FHTs in Ontario, Canada. We followed the thematic analysis steps outlined by Braun and Clarke and adapted the approach to use a codebook. RESULTS: Four themes were identified: (1) strategic goals and internal policies; (2) tailored programs and supports; (3) diverse team configurations and roles; and (4) teamwork and collaboration. Findings revealed variation in the ways physicians and IHPs worked together to manage medications for older adults and that different approaches to care and physician communication preferences were identified as challenges to medication management. Trust was an important factor in medication management among teams; the more physicians interacted with IHPs, the more comfortable and trusting they were in giving them an active role in patient care. Regardless of the approach to medication management, participants agreed that physicians ultimately had the final say in patient care. CONCLUSIONS: Despite an emphasis on teamwork in FHTs, there were few examples of true collaboration and shared care for medication management. To support older adults and others with complex health needs, opportunities to improve teamwork, strengthen collaboration, and optimize team composition should be identified and pursued.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.249
Threshold uncertainty score0.987

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.027
GPT teacher head0.424
Teacher spread0.396 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes3
Has abstractyes

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