Evidence map›Paper›PMID 41480088›Full record

ArticleFrontiers in public health2025

The hidden health equity crisis: readability assessment of online information regarding periodontitis-diabetes relationship.

Eugene Gamble, Peter Chami, Heather Harewood, Tamara Nancoo

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Eugene GambleThe University of the West Indies, Bridgetown, Barbados.
Peter ChamiThe University of the West Indies, Bridgetown, Barbados.
Heather HarewoodThe University of the West Indies, Bridgetown, Barbados.
Tamara NancooThe University of the West Indies, Bridgetown, Barbados.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Despite strong evidence linking periodontitis as a risk factor for diabetes, this association remains significantly underrepresented in online health information. Given that online resources serve as a primary source of health education, this study examines the content coverage and readability of diabetes-related websites from government and health organizations. Methods: A total of 154 health and diabetes-related websites were screened, with only 28 containing any reference to periodontitis-diabetes interrelationship. Readability analysis was specifically conducted on this subset of 28 sites using Flesch-Kincaid Grade Level (FKGL), Gunning Fog Index (GFI), Simple Measure of Gobbledygook (SMOG), Coleman-Liau Index (CLI), and Flesch Reading Ease (FRE) Score. Readability scores were then compared to the American Medical Association's recommended fifth-to-sixth-grade reading level (~10-12 years old). Results: Only 15 websites (9.7%) explicitly identified periodontitis as a risk factor for diabetes, highlighting a major gap in online health education. Readability analysis of sites that cover any part of the periodontitis-diabetes interrelationship (n = 28) showed that most content was written at a level too complex for general audiences. FKGL (mean = 12.0, p < 0.001), GFI (mean = 12.0, p < 0.001), SMOG scores (mean = 13.6, p < 0.001), CLI (mean = 13.6, p < 0.001), and FRE scores (mean = 43.9, p < 0.001) indicate that much of the material requires college-level reading proficiency (typically 18+ years old). Conclusions: The overwhelming majority of online diabetes resources fail to acknowledge periodontitis as a risk factor for diabetes, despite well-established evidence supporting this link. Additionally, the readability of available materials is significantly above recommended levels for public comprehension. This accessibility gap may lead to a lack of awareness among patients and healthcare professionals, further contributing to health inequality. To enhance health literacy and encourage integrated care approaches, websites should prioritize both simplifying their content and ensuring the periodontitis-diabetes relationship is clearly communicated.

Indexed as

ComprehensionConsumer Health InformationDiabetes MellitusPeriodontitisCross-Sectional StudiesHealth EquityHealth LiteracyHumansInternetRisk Factorsbidirectional relationshipdiabetesdigital healthhealth equityhealth literacyonline health informationpatient educationperiodontitis

Identifiers

PMID41480088
PMCPMC12753868

What Socratic holds

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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 Socratic graph.