Evidence map›Paper›PMID 41743651›Full record

ArticleAdvances in health information science and practice2026

Evaluating the Readability, Accessibility, and Quality of Online Health Information on Opioid Use Disorder: A Comparative Analysis of Government and Non-Government Websites.

Fatema Z Ahmed, Alice Noblin, Kendall Courtelyou, Georgiana Tynes

Abstract read
In one paragraph

Article in Advances in health information science and practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Fatema Z AhmedSchool of Global Health Management & Informatics, University of Central Florida.
Alice NoblinSchool of Global Health Management & Informatics, University of Central Florida.
Kendall CourtelyouSchool of Global Health Management & Informatics, University of Central Florida.
Georgiana TynesSchool of Global Health Management & Informatics, University of Central Florida.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The opioid crisis in the US remains a critical public health issue. Accessible, high-quality online health information is vital for educating the public about opioid use disorder (OUD) and available treatment options. This study aims to evaluate and compare the readability, accessibility, and quality of OUD-related information on government and non-government websites to identify areas for improvement. Methods: A total of 30 websites, 21 government-operated and 9 non-governmental, were selected through a systematic search. Readability was assessed using Gunning Fog, Simple Measure of Gobbledygook (SMOG), and Flesch Reading Ease Score (FRES) tests. Accessibility was evaluated using the WAVE tool, which checks for errors and adherence to Web Content Accessibility Guidelines (WCAG). Quality was measured using the DISCERN Instrument, a standardized tool for evaluating the quality of health information. Data were analyzed for statistical differences between government and non-government websites. Results: The average readability grade level across all websites was 14.63 and average FRES score was 31.63, indicating content requiring advanced reading skills, with no significant difference between government and non-government websites. Accessibility issues were more prevalent on non-government websites. Government websites scored significantly lower in terms of quality, with 80.95% of them rated as "poor" or "very poor" compared with 22.22% of non-government websites. The overall quality scores for both groups remained suboptimal, with an average DISCERN score of 39.52 out of 80. Conclusions: The findings highlight a critical need for improvements in the readability, accessibility, and quality of online health information on OUD. Government websites, in particular, require enhancements to ensure they meet the public's need for reliable, accessible, and comprehensible health resources.

Indexed as

accessibilityhealth literacyinformationinternetqualityReadability

Identifiers

PMID41743651
PMCPMC12933433

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.