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Record W2959230337 · doi:10.1182/blood-2018-99-112199

Examining the Role of Sickle Cell Disease Patients As Teachers in the Emergency Department: Patient Directed Physician Education

2018· article· en· W2959230337 on OpenAlexaffabout
Zachary Liederman, Naa Kwarley Quartey, Richard Ward, Janet Papadakos

Bibliographic record

VenueBlood · 2018
Typearticle
Languageen
FieldMedicine
TopicHemoglobinopathies and Related Disorders
Canadian institutionsCancer Care OntarioToronto General HospitalUniversity Health NetworkPrincess Margaret Cancer CentreUniversity of Toronto
Fundersnot available
KeywordsMedicineEmergency departmentPsychological interventionQualitative researchContext (archaeology)PopulationDiseaseFamily medicineHealth careNursingInternal medicine

Abstract

fetched live from OpenAlex

Abstract Background: Sickle Cell Disease (SCD) patients are amongst the most frequent utilizers of the emergency department (ED) for acute vaso-occlusive pain episodes ("crisis"). Unfortunately, ED SCD care often fails to meet guideline recommendations. This results in preventable morbidity and mortality as well as substantial resource utilization. Current care interventions across multiple domains have not led to sustained improvements, likely due in part to negative attitudes and beliefs among health care providers (HCP). Novel mechanisms of physician education are required to improve outcomes. An emerging method of education in SCD is the use of patients as "just in time" teachers. We refer to this as Patient Directed Physician Education (PDPE) and define it as a broad range of activities in which patients relay actionable information to HCPs in the clinical setting. While there is a growing body of research supporting patients as teachers, no group has specifically examined point of care PDPE in a SCD population. Objective: This study seeks to understand the current use and feasibility of SCD PDPE in the ED. Methods: This is a multi-centered, prospective descriptive qualitative design with semi-structured, audio taped individual interviews. SCD patients and ED physicians across Ontario, Canada were recruited to participate in the study through purposeful sampling. Qualitative analysis was performed using phenomenological inquiry, which encompasses qualitative approaches to inductively and holistically understand a human phenomenon (i.e. teaching and learning in sickle cell disease) in a context specific setting. Results: In total, 11 patients and 8 physicians participated in the study. Patient ages ranged from 21-67 and physician years in practice ranged from 3-21. The patient group predominately consisted of female Black Canadians (81%) while the physician group was mainly Caucasian males (63%) but did include representation from other ethnicities. There was significant variability in both self-described disease severity (patients) and frequency of SCD exposure (physicians). Both groups assessed themselves as having good to excellent SCD general knowledge or clinical acumen respectively. Within the qualitative analysis both groups responded favourably to PDPE and expressed confidence in its feasibility and ability to improve ED care. Barriers to the implementation of PDPE were expressed across three major domains; 1) patient factors, 2) health care worker factors, and 3) health care system factors. The ability of patients to present reliable health information was highlighted as a key factor in the success of PDPE by both groups. However, physicians and patients had strikingly different perspectives towards the inherent challenges. Patients identified triage delays and difficulty speaking due to intractable pain as the major barriers to shared decision making. Conversely, physicians largely did not appreciate these elements of the vaso-occlusive pain episode experience and instead expressed concerns regarding patient credibility, particularly in the context of high dose opiates. Overt racism or the perception of patient as "drug seeker" were not identified as major themes from either group. There was consensus towards written patient care plans, corroborating electronic health records, and collaboration from SCD experts as mechanisms to bridge the SCD patient/ED physician divide and facilitate PDPE. In addition, despite not being directly involved in PDPE, nurses experienced in SCD management were consistently noted to be instrumental in supporting the patient-physician interaction. Conclusions: Patient directed physician education is a feasible and novel SCD care innovation with support from both patients and ED physicians. Successful implementation will require credible educational adjuncts (e.g. patient pocket cards, care plans) and support from ED nurses and SCD experts. Our findings will serve as part of a continuum of research to engage patients as partners in improving SCD knowledge and care outcomes. Disclosures No relevant conflicts of interest to declare.

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)0.018
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 score0.050
Threshold uncertainty score0.099

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.018
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.005
Scholarly communication0.0030.002
Open science0.0010.003
Research integrity0.0010.002
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 head0.005
GPT teacher head0.220
Teacher spread0.215 · 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
Published2018
Admission routes2
Has abstractyes

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