ArticlePreventive medicine reports2023
Evaluating rescuer performance in response to opioid overdose in a community setting: Evidence for medically appropriate process measures.
Article in Preventive medicine reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
3 citing papers in PubMed.
- Toward Developing Alternative Opioid Antagonists for Treating Community Overdose: A Model-Based Evaluation of Important Pharmacological Attributes.Clinical pharmacology and therapeutics · 2025Article
- Overdose responses among rural people who use drugs: A multi-regional qualitative study.Harm reduction journal · 2024Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Overdose education and naloxone distribution (OEND) programs are widely accepted to reduce opioid overdose deaths. However, there is currently no validated instrument to evaluate the skills of learners completing these programs. Such an instrument could provide feedback to OEND instructors and allow researchers to compare different educational curricula. The aim of this study was to identify medically appropriate process measures with which to populate a simulation-based evaluation tool. Researchers conducted interviews with 17 content experts, including healthcare providers and OEND instructors from south-central Appalachia, to collect detailed descriptions of the skills taught in OEND programs. Researchers used three cycles of open coding, thematic analysis, and consulted currently available medical guidelines to identify thematic occurrences in qualitative data. There was consensus among content experts that the appropriate nature and sequence of potentially lifesaving actions during an opioid overdose is dependent on clinical presentation. Isolated respiratory depression requires a distinct response compared to opioid-associated cardiac arrest. To accommodate these different clinical presentations, raters populated an evaluation instrument with the detailed descriptions of overdose response skills, such as naloxone administration, rescue breathing, and chest compressions. Detailed descriptions of skills are essential to the development of an accurate and reliable scoring instrument. Furthermore, evaluation instruments, such as the one developed from this study, require a comprehensive validity argument. In future work, the authors will integrate the evaluation instrument in high-fidelity simulations, which are safe and controlled environments to study trainees' application of hands-on skills, and conduct formative assessments.
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Registered trials
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