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Record W4409837684 · doi:10.1177/10497323251333960

Becoming Interprofessional: A Longitudinal Study of Professional and Interprofessional Identity Development Across Five Health Professions

2025· article· en· W4409837684 on OpenAlexafffund
Sheri Price, Lindsay Van Dam, Meaghan Sim, Cynthia Andrews, John Gilbert, Kelly Lackie, Natalie Kennie‐Kaulbach, Evelyn Sutton, Hossein Khalili

Bibliographic record

VenueQualitative Health Research · 2025
Typearticle
Languageen
FieldHealth Professions
TopicInterprofessional Education and Collaboration
Canadian institutionsUniversity of British ColumbiaNova Scotia Health AuthorityDalhousie University
FundersCanadian Institutes of Health Research
KeywordsInterprofessional educationLicensureSocializationIdentity (music)Health careProfessional boundariesProfessional developmentMedical educationPsychologyNursingMedicinePolitical scienceSocial psychology

Abstract

fetched live from OpenAlex

Interprofessional collaborative practice (IPC) occurs when health professions work collaboratively to improve quality of care and enhance patient outcomes. Yet myriad challenges to enacting collaborative practice exist. Interprofessional education for collaborative practice (IPECP) is foundational for promoting collaboration among health professions, yet there is a gap in understanding how students perceive their readiness for IPC and how early socialization experiences may contribute to developing a dual-uni-professional and interprofessional-identity. This study seeks to understand how new practitioners perceive and experience IPC upon entry to practice, and identify individual and systemic factors that facilitate and impede dual identity development. An interpretive, narrative methodology was used to understand the IPC and early professional practice experiences of 24 individuals from a longitudinal study of five health professions. Facilitators to interprofessional identity development included exposure to/working with interprofessional teams, settings, role models, and directly experiencing benefits of collaborative practice during patient care. Impediments include settings and situations where professional stereotyping and hierarchies were reinforced by the dominant uni-professional culture of work environments. Interprofessional socialization and identity development are contingent on exposure to interprofessional role models and settings. Healthcare professionals' dual identity development begins in pre-licensure IPECP but is shaped by socialization experiences within practice. Healthcare institutions need to provide nourishing collaborative environments (time, settings, and contexts) that foster interprofessional collaboration and behaviors and empower dual identity formation. Post-licensure IPECP for healthcare professionals to continue to learn with, from, and about one another in practice is essential for collaborative interprofessional healthcare teams/systems.

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)0.029
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.200
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0290.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.003
Science and technology studies0.0090.001
Scholarly communication0.0000.001
Open science0.0010.002
Research integrity0.0000.004
Insufficient payload (model declined to judge)0.0010.000

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 head0.449
GPT teacher head0.720
Teacher spread0.271 · 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.

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

Citations4
Published2025
Admission routes2
Has abstractyes

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