Patient and public involvement in emergency care research: a scoping review of the literature
Bibliographic record
Abstract
BACKGROUND: Establishing the benefits of patient and public involvement (PPI) in emergency care research is important to improve the quality and relevance of research. Little is known about the extent of PPI in emergency care research, its methodological and reporting quality. This scoping review aimed to establish the extent of PPI in emergency care research, identify PPI strategies and processes and assess the quality of reporting on PPI in emergency care research. METHODS: Keyword searches of five databases (OVID MEDLINE, Elsevier EMBASE, EBSCO CINAHL, PsychInfo, Cochrane Central Register of Controlled trials); hand searches of 12 specialist journals and citation searches of the included journal articles were performed. A patient representative contributed to research design and co-authored this review. RESULTS: A total of 28 studies reporting PPI from the USA, Canada, UK, Australia and Ghana were included. The quality of reporting was variable, with only seven studies satisfying all Guidance for Reporting Involvement of Patients and the Public short form reporting criteria. None of the included studies adequately described all the key aspects of reporting the impact of PPI. CONCLUSION: Relatively few emergency care studies comprehensively describe PPI. Opportunity exists to improve the consistency and quality of reporting of PPI in emergency care research. Further research is required to better understand the specific challenges for implementing PPI in emergency care research, and to determine whether emergency care researchers have adequate resources, education and funding to undertake and report involvement.
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 distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.008 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.005 |
| Insufficient payload (model declined to judge) | 0.011 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".