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Record W2285205698 · doi:10.1093/ptj/82.5.449

The Influence of a Move to Program Management on Physical Therapist Practice

2002· article· en· W2285205698 on OpenAlexaffabout
Patricia A. Miller, Patricia Solomon

Bibliographic record

VenuePhysical Therapy · 2002
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsMcMaster UniversityHamilton Health Sciences
Fundersnot available
KeywordsFacilitatorFocus groupPhysical therapistPsychologyCoping (psychology)Qualitative researchAffect (linguistics)NursingCoding (social sciences)MedicineMedical educationPsychotherapistSocial psychologyPhysical therapy

Abstract

fetched live from OpenAlex

BACKGROUND AND PURPOSE: The purpose of this qualitative study was to examine how a move to program management (PM) from a traditional department structure affected the professional practice of physical therapists in a large Canadian teaching hospital. SUBJECTS: Twenty-five physical therapists participated in 1 of 5 focus groups, and 4 physical therapists participated in individual interviews. METHODS: Focus groups and structured interviews were conducted by an experienced facilitator who was not a physical therapist. All focus groups and interviews were audiotaped and transcribed. Using an open-coding technique, 2 investigators undertook line-by-line analysis of each transcript to identify and code specific events related to the physical therapists' experiences. The investigators reached a consensus on all coding categories and then identified themes. RESULTS: Seven themes that addressed issues of affect (a sense of loss, low morale, and positive coping), professional practice (loss of professional development activities, professional advantages, the assuming of multiple roles), and patient care were identified. DISCUSSION AND CONCLUSION: Physical therapists who were deployed from a department to a program described both positive and negative effects of the move to PM on their practice. There were reported influences on their personal affect, professional practice, and patient care. Staff and physical therapy administrators need to be aware of potential implications of an organization's move to PM on the professional practice of frontline staff.

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)0.007
metaresearch head score (Gemma)0.020
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.165
Threshold uncertainty score0.328

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.020
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0100.010
Scholarly communication0.0040.001
Open science0.0020.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.123
GPT teacher head0.520
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 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

Citations10
Published2002
Admission routes2
Has abstractyes

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