ArticleHealth equity2022
A Systematic Approach to Developing Virtual Patient Vignettes for Pediatric Health Equity Research.
Article in Health equity, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 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
2 citing papers in PubMed.
- Provider Implicit Racial Bias in Pediatric Sickle Cell Disease.Journal of racial and ethnic health disparities · 2025Article
- Initial evaluation of an intervention to address provider implicit bias in pediatric sickle cell disease pain care: A mixed methods pilot study.Canadian journal of pain = Revue canadienne de la douleur · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: The aim of this study was to describe a systematic approach to developing virtual patient (VP) vignettes for health equity research in pediatric pain care. Methods: VPs were initially developed to depict the body posture and movements of actual children experiencing pain. Researchers and clinicians with expertise in pediatric pain worked closely with a professional animator to portray empirically supported pain expression in four, full-motion, virtual male characters of two races (i.e., White and Black). Through an iterative process, VPs were refined to (1) appear realistic in a clinical setting and (2) display archetypal pain behavior and expression during a 1-min video clip without sound. Text vignettes were developed with consultation from experts in pain care and presented alongside VPs to assess clinical decision-making. VP vignettes were piloted in a sample of pediatric providers ( Results: Informed by the literature and expertise of stakeholders, several revisions were made to improve VPs' facial grimacing and realism before piloting. VPs appeared to accurately capture important aspects of pain expression and behavior common among pediatric patients with pain disorders. Additional refinements to the text vignettes were made based on provider feedback to improve clarity and clinical relevance. Conclusions: This article presents a working framework to facilitate a systematic approach to developing VP vignettes. This framework is a first step toward advancing health equity research by isolating psychosocial and interpersonal factors affecting provider behavior and decision-making. Future research is needed to validate the use of VP vignettes for assessing provider behavior contributing to health inequities for youth with pain disorders.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.