Evidence map›Paper›PMID 41933132›Full record

ArticleScientific reports2026

Nutrition literacy for people with type 2 diabetes and its associations with demographic, behavioral and clinical characteristics.

Alanood Al-Marri, Yosaf AlRabeei, Mohammed Al-Hamdani

Abstract read
In one paragraph

Article in Scientific reports, 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

3 authors.

Alanood Al-MarriDepartment of Public Health, College of Health Sciences, QU Health, Qatar University, 2713, Doha, Qatar.
Yosaf AlRabeeiHealth Education Department, Primary Healthcare Corporation, P.O. Box 26555, Doha, Qatar.
Mohammed Al-HamdaniDepartment of Public Health, College of Health Sciences, QU Health, Qatar University, 2713, Doha, Qatar. malhamdani@qu.edu.qa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aimed to develop a preliminary diabetes-specific Nutritional Literacy (NL) scale and examine its associations with key variables, including HbA1c%. A cross-sectional survey was disseminated to adults with Type 2 Diabetes (T2D) attending primary care clinics in Qatar via SMS. An NL scale and administered after answering sociodemographic and health-related variables. Following content validity, reliability and principal component analysis, we developed a preliminary unidimensional NL scale. We then assessed the relationship between demographic, behavioral and clinical characteristics and the developed NL scale, in a multivariate logistic regression test, after assessing covariate in bivariate tests. The NL scale demonstrated internal consistency and a unidimensional structure. Compared to having HbA1c% levels of 5.7-6.4%, those with levels of 6.5-8% (OR = 0.45) and > 8% (OR = 0.28) had significantly lower odds of high NL. Relative to exercising 0-1 days/week, exercising 6-7 days/week (OR = 18.0) and 4-5 days/week (OR = 2.78) were associated with increased odds of high NL. Further, those who had not visited a clinic in over a year (OR = 0.22) had lower odds of high NL compared to those that visited a clinic 1-6 months ago. Marginal associations were found for clinical referrals (OR = 1.99), smokers (OR = 0.48), and having other chronic diseases (OR = 0.60), relative to no referrals, not smoking and not having other chronic diseases respectively. Higher NL is associated with better glycemic control, healthier behaviors, and healthcare utilization, highlighting the importance of integrating tailored nutrition education into diabetes care.

Indexed as

Diabetes Mellitus, Type 2Health LiteracyAdultAgedCross-Sectional StudiesFemaleGlycated HemoglobinHealth BehaviorHumansMaleMiddle AgedQatarSurveys and QuestionnairesGlycated HemoglobinDiabetesHbA1c%Nutrition literacyPatient-provider communicationQatarType 2 Diabetes

Identifiers

PMID41933132
PMCPMC13194919

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LicenceCC BY-NC-ND
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Registered trials

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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.