ArticleHealth literacy research and practice2017
The Stoplight Method: A Qualitative Approach for Health Literacy Research.
Article in Health literacy research and practice, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 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.
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Who cites it
5 citing papers in PubMed.
- The effect of adding visual summaries to data visualizations on patient judgments of hypertension control.JAMIA open · 2026Article
- Defining the strategies to advance health-literacy-friendly patient decision aids based on the ICA-NRM approach.BMC health services research · 2025Article
- A quasi-experimental study on adult weight loss using a multidimensional approach among a rural population.SAGE open medicine · 2023Article
- Improving readability of informed consents for research at an academic medical institution.Journal of clinical and translational science · 2017Article
- Considering Low Health Literacy: How Do the Pelvic Floor Distress Inventory-Short Form 20 and Pelvic Floor Impact Questionnaire-Short Form 7 Measure Up?Female pelvic medicine & reconstructive surgeryArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The Stoplight Feedback Toolkit was developed to engage patients with low health literacy in qualitative research, to overcome known barriers to participation, and to field test written health materials. Three focus groups of patients with low health literacy were conducted using the Stoplight methods. Participants with inadequate health literacy were identified using data from electronic health records at an academic medical center, using a validated screening question. Participants were recruited by phone using a script that was written in plain language. Three focus groups were conducted with a total of 10 unique patients. In each focus group, a facilitator read the health materials aloud to the participants and then walked them through a guided process of stoplight coding of the materials, consensus discussion, and user feedback. Color-coded materials, verbal comments and feedback, and behavioral observations were collected as qualitative data. Data were analyzed, sorted into themes, and mapped onto health literacy and plain language best practices. The Stoplight methods were successful in engaging patients with low health literacy to overcome barriers to participation, as well as in soliciting qualitative results that guided recommendations for improvement of the materials.
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.