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Record W2956304895 · doi:10.12968/jowc.2019.28.sup7.s4

Health professionals' perspectives on delivering patient-focused wound management: a qualitative study

2019· article· en· W2956304895 on OpenAlexaff
Janet L. Kuhnke, David Keast, Sue Rosenthal, Robyn Evans

Bibliographic record

VenueJournal of Wound Care · 2019
Typearticle
Languageen
FieldMedicine
TopicDiagnosis and Treatment of Venous Diseases
Canadian institutionsWomen's College HospitalUniversity of TorontoParkwood InstituteCape Breton University
Fundersnot available
KeywordsMedicineWound careNursingHealth careQualitative researchTeamworkIntensive care medicine

Abstract

fetched live from OpenAlex

OBJECTIVE: This study examined the perspectives of health professionals on the barriers and solutions to delivery of patient-focused wound management and outcomes. METHODS: A qualitative, descriptive study design was used. Participants were health-care managers, clinical leaders, nurses and allied health members who are part of wound care services. Open-ended surveys were distributed to participants in a series of learning workshops, and data analysed to identify leading themes. RESULTS: A total of 261 participants took part and 194 surveys were returned (response rate: 74%). From the analysis five themes emerged: patient/family wound-related education; health professional wound-related education; implementation of evidence-based wound care and dissemination of evidence-based wound information across professions and contexts; teamwork and respectful communication within teams; and a higher value and priority placed on wound care through collaborative teams by managers, leaders and policymakers. CONCLUSION: Findings suggest that ongoing, system-wide education is needed to improve prevention, assessment, treatment and management of four wound types: venous leg ulcer (VLU), diabetic foot ulcer (DFU), pressure ulcer (PU) and surgical wounds. Health professionals are committed to delivering best practice in wound care. Participants identified that effective patient-focused, evidence-based wound care involves having a health-care system with a clear mandate to ensure wound care is a priority. A high value placed on wound care by managers and clinical leadership could transform the present systems. Additionally, effective and widespread dissemination of evidenced-informed practice information is crucial to positive patient outcomes. Education and team commitment for consistent and respectful communication would improve care delivery.

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)0.027
metaresearch head score (Gemma)0.039
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 score0.027
Threshold uncertainty score0.143

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0270.039
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0090.006
Scholarly communication0.0050.004
Open science0.0010.005
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.019
GPT teacher head0.362
Teacher spread0.343 · 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

Citations32
Published2019
Admission routes1
Has abstractyes

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