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Exploring transition of care beyond hospital walls: patient perspectives, interprofessional medication management, and community pharmacists' clinical reasoning

2025· dissertation· en· W6922257144 on OpenAlexaboutno aff

Bibliographic record

VenueArchive ouverte UNIGE (University of Geneva) · 2025
Typedissertation
Languageen
FieldMedicine
TopicPharmaceutical Practices and Patient Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsPolypharmacyAmbulatory carePsychological interventionHealth careTransitional careQualitative researchMedical prescriptionOutpatient clinicPatient safety

Abstract

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Background: Transitioning care from hospital to outpatient settings is a critical and high-risk period for patients. It also presents substantial challenges for healthcare professionals, who frequently operate in fragmented and uncoordinated systems. Medication safety may be jeopardised, with issues such as medication reconciliation errors, drug-related problems and medication nonadherence leading to potential hospital readmissions. Interprofessional collaborative interventions across care settings have shown promising results by reducing readmissions and enhancing integrated care for patients transitioning from hospital to home. Still, these services are rarely implemented and sustained in standard care. Community pharmacists play a key role in the interprofessional team during hospital discharge; however, their practices and roles in outpatient care at hospital discharge remain insufficiently defined. Objective: This thesis aimed to explore the perspectives, experiences, and needs of healthcare professionals and polypharmacy patients with long-term conditions during the post-hospitalisation care transition, particularly emphasising outpatient care, interprofessional collaboration, and medication management. Specifically, the ItPaDiab study explored the perspectives of discharged polypharmacy patients regarding their medications and their care journey from hospital to two months after discharge. The FGinterpro study focused on identifying and describing the current state and areas for improvement of interprofessional collaboration in medication management during the transition from hospital to outpatient care. The CPreasoning study aimed to evaluate community pharmacists’ practices and clinical reasoning regarding hospital discharge prescriptions. Methods: This thesis employed a range of qualitative methodologies to explore care transition and interprofessional and professional practices. The ItPaDiab study focused on patients with type 2 diabetes and at least two long-term conditions discharged home, using four longitudinal semi-structured interviews per participant and self-reported questionnaires over the two-month period following discharge. The FGInterpro study was conducted through interprofessional serial focus groups with patients and healthcare professionals from both hospital and outpatient settings and analysed through the Canadian Interprofessional Health Collaborative (CIHC) Framework. The CPreasoning study used simulations to explore community pharmacists’ practices and retrospective think-aloud methodologies to better understand their clinical reasoning. The clinical reasoning was analysed using the Charlin et al.'s model and the encounter structure through the Calgary-Cambridge model. All studi

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)0.010
metaresearch head score (Gemma)0.019
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 score0.010
Threshold uncertainty score0.053

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.019
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0050.006
Scholarly communication0.0100.006
Open science0.0010.008
Research integrity0.0020.005
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 head0.085
GPT teacher head0.358
Teacher spread0.273 · 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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