Evidence map›Paper›PMID 42367294›Full record

ArticleFrontiers in pharmacology2026

Exploring how interprofessional forces shape population-health competencies for clinical pharmacy trainees.

Dixon Thomas, Muhammad Al-Shorbagy, Mahir Jallo, Sija Binoy, Danial Baker, Seeba Zachariah

Abstract read
In one paragraph

Article in Frontiers in pharmacology, 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

6 authors.

Dixon ThomasCollege of Pharmacy, Gulf Medical University, Ajman, United Arab Emirates.
Muhammad Al-ShorbagyCollege of Pharmacy, Gulf Medical University, Ajman, United Arab Emirates.
Mahir JalloCollege of Medicine, Gulf Medical University, Ajman, United Arab Emirates.
Sija BinoyCollege of Nursing, Gulf Medical University, Ajman, United Arab Emirates.
Danial BakerCollege of Pharmacy and Pharmaceutical Sciences, Washington State University, Spokane, WA, United States.
Seeba ZachariahCollege of Pharmacy, Gulf Medical University, Ajman, United Arab Emirates.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Interprofessional clinical training is increasingly recognized as essential for preparing pharmacy graduates to address both individual patient needs and broader population-health priorities. Yet how Doctor of Pharmacy (PharmD) students actually develop population-health competencies within clinical environments remains poorly understood. Methods: This qualitative research explored the learning frame with driving and restraining forces that shape population-health competence among final-year PharmD students during their clinical pharmacy training. Using semi-structured interviews were conducted with a clinical pharmacist, a medical doctor, a nurse, and three PharmD students at Thumbay University Hospital. ATLAS.ti software version 25 was used for data analysis. Results: Data was collected from three professionals and seven pharmacy students. Thematic analysis following Braun and Clarke's six-phase approach generated 257 coded quotations and 17 themes. These themes were organized into three categories: learning frame themes, driving forces, and restraining forces. Findings show that students learn through iterative movement between population-to-patient and patient-to-population reasoning, supported by processes such as listening, observing, complementing team activities, validating clinical decisions, and implementing changes. Their development is shaped by driving forces including knowledge, compatibility, collaboration, integration, and trustworthiness, and restrained by limited knowledge, limited involvement, conflicting views, missing information, and unreliable performance. Together, these dynamics illustrate how interprofessional clinical environments can both foster and hinder the development of population-health competencies. Conclusion: This study highlights how population-health competence among PharmD trainees emerges through dynamic, interprofessional interactions that shape both their reasoning and clinical engagement. The interplay of driving and restraining forces within clinical environments reveals that supportive team processes can accelerate learning, while structural and relational barriers can impede it. Strengthening interprofessional integration and addressing these barriers may enhance the development of population-health competencies in future pharmacy training models.

Indexed as

clinical pharmacy trainingforce field analysisinterprofessional educationpopulation health competenciesqualitative research

Identifiers

PMID42367294
PMCPMC13308524

What Socratic holds

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LicenceCC BY
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Registered trials

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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 Socratic graph.