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Record W1971899954 · doi:10.1108/cgij-07-2013-0026

Improving trainee psychiatrist's handover: standard setting and audit

2014· article· en· W1971899954 on OpenAlex
Arun Kumar Gupta, Ruth Bevan, Akshya Vasudev

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueClinical Governance An International Journal · 2014
Typearticle
Languageen
FieldMedicine
TopicHospital Admissions and Outcomes
Canadian institutionsWestern University
Fundersnot available
KeywordsAuditHandoverMedicinePatient safetyOriginalityMedical educationNursingPsychologyFamily medicineHealth careBusinessComputer scienceAccountingSocial psychology

Abstract

fetched live from OpenAlex

Purpose – The 2006 Post Graduate Medical Education Trust Board (PMETB) trainees' survey indicated inadequacies in handover procedures amongst medical and psychiatry trainees nationwide; and in 2007 a local psychiatry trainees' survey found inadequate handover procedures. The purpose of this paper is to show how to improve handover practice through standard setting and sequential audit. Design/methodology/approach – A Trust wide Standard Operating Procedure (SOP) for handover was developed. Trainees were audited on perception of handover experiences (2008, 2009 and 2010). Findings – The audit revealed that the SOP was not consistently followed. Handing over “active problems” (AP) was perceived to occur frequently in 2008 (93.75 per cent), improved in 2009 (100 per cent for AP, 98 per cent for “problems which may arise”, (PA)); however deteriorated in 2010 (93 per cent for AP, 69 per cent for PA). Trainee satisfaction rates with handover improved each year (57 per cent in 2008, 75 per cent in 2009, 87 per cent in 2010, X2=3.7, df=2, p =0.16). Practical implications – SOP development, subsequent audits and sharing of results improved handover practice. This has implications for training and patient safety. This project demonstrates a method of improving handover practices in a large mental health trust. Originality/value – The work conducted is of interest to those working in psychiatry, not only from an education and training perspective, but also for clinical practice, in the UK as well as internationally.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation 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 score0.463
Threshold uncertainty score0.436

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.017
GPT teacher head0.363
Teacher spread0.346 · 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