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Record W7133030265

How do Hospitals “Walk the Talk”? Exploring the Connection between Hospital Goals and Patient and Family Engagement Practices

2025· dissertation· W7133030265 on OpenAlexaff
Umair Afzal Majid

Bibliographic record

VenueTSpace · 2025
Typedissertation
Language
FieldHealth Professions
TopicFamily and Patient Care in Intensive Care Units
Canadian institutionsInstitute of Health Services and Policy Research
Fundersnot available
KeywordsAccreditationHealth careRelation (database)Qualitative researchRealization (probability)Health professionalsPatient care
DOInot available

Abstract

fetched live from OpenAlex

Hospitals are expected by accreditation bodies and governments to communicate their commitment to patient and family engagement (PE). While PE may be a central goal of many hospitals, having PE goals alone may not be sufficient to integrate PE into activities. How PE goals are translated to practices requires investigation. This thesis examined how hospital PE goals are understood and actioned by staff and patient and family partners through a scoping review of the connection between hospital goals and PE activities (paper 1) and a qualitative case study of two clinical programs at one hospital system (papers 2 and 3). The realization factors framework was used to identify PE activities that support goals for PE, and four healthcare logics allowed the exploration of how the two programs behaved in relation to the hospital’s goals: public management (i.e., benefit to society), market (i.e., healthcare efficiency), medical professional (i.e., care quality), and care professional (i.e., patient well-being). Paper 1 contextualized the realization factors framework for healthcare and PE. Paper 2 explored how the hospital conveyed its goals in documents and how 25 staff and patient and family partners described them in relation to the four logics. This paper found a strong emphasis on the care professional logic in both documents and participants. Paper 3 explored the presence or absence of realization factors in the programs to understand how hospital goals are operationalized. Despite pandemic-related challenges, the first program continued its commitment to PE through the patient and family advisory committee (PFAC). However, the PFAC was disbanded in the second program, and the funds were reallocated to address capacity challenges. A greater precarity of realization factors led to waning commitment and support for PFAC activities, opening a window for the market logic to dominate over the care professional logic. Different logics dominated each clinical program at different times, influencing the realization factors used to pursue and enact PE practices. These insights underscore the complexity of translating hospital goals into practices and offer a valuable framework for hospitals to operationalize PE goals in a manner that is both strategic and context-specific.

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)0.025
metaresearch head score (Gemma)0.044
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.025
Threshold uncertainty score0.132

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0250.044
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.002
Science and technology studies0.0050.013
Scholarly communication0.0140.015
Open science0.0010.007
Research integrity0.0020.004
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 head0.154
GPT teacher head0.407
Teacher spread0.253 · 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 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

Citations0
Published2025
Admission routes1
Has abstractyes

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