Evidence map›Paper›PMID 41960391›Full record

ArticleFrontiers in public health2026

Impact of a brief diabetes education on teachers' diabetes-related knowledge, attitude, and confidence: a nonrandomized school-based intervention study.

Maria Dora Horváth, Zsanett Tesch, Norbert Buzás, Orsolya Papp-Zipernovszky

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Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited 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

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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.

Maria Dora HorváthInstitute of Psychology, Department of Personality, Clinical and Health Psychology, University of Szeged, Szeged, Hungary.
Zsanett TeschAlbert Szent-Györgyi Medical School, Department of Health Economics, University of Szeged, Szeged, Hungary.
Norbert BuzásAlbert Szent-Györgyi Medical School, Department of Health Economics, University of Szeged, Szeged, Hungary.
Orsolya Papp-ZipernovszkyInstitute of Psychology, Department of Personality and Health Psychology, Faculty of Education and Psychology, Eötvös Loránd University, Budapest, Hungary.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and aims: The involvement of kindergarten and school teachers is crucial for ensuring safe diabetes management in educational settings for children with type 1 diabetes. This nonrandomized, school-based intervention study aims to assess the effectiveness of a one-hour diabetes education program, delivered either online or in person, on teachers' knowledge of diabetes, attitudes toward diabetes, and confidence in diabetes care. Methods: A one-hour diabetes education session led by a diabetes educator included both theoretical and practical modules on managing type 1 diabetes. Participants completed the Diabetes Knowledge Test 2, the Diabetes Attitude Survey 3, the School Personnel Diabetes Attitude Scale, and the Confidence in Diabetes Care scale before, immediately after, and 1 month following the intervention. The session was delivered to 60 educators (24 in person, 36 online; mean age = 43.72 years, SD = 9.48; 56 female, 4 male). Participants were assigned to conditions based on availability rather than randomization. Results: The education program significantly improved diabetes knowledge among all participants, and this improvement was maintained at the one-month follow-up. Confidence in diabetes care also increased after the intervention; however, confidence declined at follow-up in the online group compared to the in-person group. Conclusion: A brief, one-hour diabetes education session is enough to achieve lasting improvements in teachers' diabetes knowledge and confidence. In-person teaching seems more effective at maintaining confidence over time, though online education remains a practical option. Incorporating structured diabetes education into teacher training programs could help create safer, more supportive school environments for children with type 1 diabetes.

Indexed as

Diabetes Mellitus, Type 1Health EducationHealth Knowledge, Attitudes, PracticeSchool Health ServicesSchool TeachersAdultFemaleHumansMaleMiddle Agedattitudeconfidence in diabetes carediabetes knowledgeschoolteacherstype 1 diabetes

Identifiers

PMID41960391
PMCPMC13057528

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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.