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Record W7139482990

Physician Involvement in Healthcare Reform: How Physician Professional and Organizational Identification Relate to Physician Work Engagement in Clinical and Organizational Work Settings in Ontario

2025· dissertation· W7139482990 on OpenAlexaboutno aff
Julie Simard

Bibliographic record

VenueTSpace (University of Toronto) · 2025
Typedissertation
Language
FieldHealth Professions
TopicHealthcare professionals’ stress and burnout
Canadian institutionsnot available
Fundersnot available
KeywordsWork engagementHealth careIdentification (biology)Organizational identificationContext (archaeology)BurnoutPath analysis (statistics)Work (physics)Descriptive statistics
DOInot available

Abstract

fetched live from OpenAlex

Hospital physicians play a vital role in healthcare systems, and their engagement in leadership and organizational activities—such as planning, decision-making, and quality improvement—is known to enhance hospital performance and support system-level change. Despite this, hospitals continue to face challenges engaging physicians in these non-clinical roles. These challenges are partly rooted in structural issues within the health system and are further complicated by the dual identity hospital physicians experience—balancing clinical responsibilities with organizational expectations that may conflict with their professional values. This study aimed to advance understanding of these challenges by exploring the concepts of physician work engagement and physician identification (with both their profession and their organization) in the context of the multiple roles physicians perform. A comprehensive literature review informed the development of the Physician Work Engagement and Identification Conceptual Framework (PWEICF) and a corresponding survey instrument—the Physician Work Engagement and Identification Survey (PWEIS). The PWEIS was distributed electronically to physicians (n=264) across five academic and community hospital sites. Data were analyzed using descriptive statistics, t-tests, factor analysis, and path analysis. Findings provided good support for the PWEICF and several hypotheses. Results revealed that physicians identify more strongly with their profession than with their organization and report higher engagement and fulfillment from clinical work compared to organizational work. Path analysis further demonstrated that professional fulfillment, perceived organizational support, and burnout are significant antecedents of physician work engagement. Additionally, alignment between physicians’ professional values and those of their organization was associated with stronger organizational identification, which in turn was significantly related to physicians’ engagement as members of the organization. This research offers a novel conceptualization of physician work engagement and provides new insights into the mechanisms of physician work engagement and identification by highlighting the contextual factors that shape how physicians engage and identify with their organizations. The findings contribute to the limited literature on physician engagement and offer practical insights for healthcare leaders aiming to foster more meaningful physician involvement in organizational life.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.088
Threshold uncertainty score0.346

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.017
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0060.003
Scholarly communication0.0030.002
Open science0.0010.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.039
GPT teacher head0.355
Teacher spread0.316 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations0
Published2025
Admission routes1
Has abstractyes

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