Berita Kedokteran Masyarakat
Vol 42 No 06 (2026)

Educational interventions for diabetes prevention knowledge and behavior in children: a systematic review and meta-analysis

Mariana Ulfa (Magister of Pediatric Nursing, Faculty of Nursing, Universitas Indonesia, Depok, Indonesia)
Okki Dhona Laksmita (School of Occupational Therapy, College of Medicine, National Taiwan University, Taipei 100, Taiwan)
Nur Agustini (Department of Pediatric Nursing, Faculty of Nursing, Universitas Indonesia, Depok, Indonesia)
Happy Hayati (Department of Pediatric Nursing, Faculty of Nursing, Universitas Indonesia, Depok, Indonesia)
Imamah Indah Cahyani (Magister of Pediatric Nursing, Faculty of Nursing, Universitas Indonesia, Depok, Indonesia)
Mega Hasanul Huda (Department of Pediatric Nursing, Faculty of Nursing, Universitas Indonesia, Depok, Indonesia)



Article Info

Publish Date
30 Jun 2026

Abstract

Purpose: This systematic review and meta-analysis evaluated educational interventions for improving type 2 diabetes prevention knowledge and preventive behaviors among children. Methods: A systematic search was conducted in PubMed, ScienceDirect, SAGE Journals, Scopus, ProQuest, MEDLINE, and the Cochrane Library for studies published between 2015 and 2025. Eligible studies were RCTs, cluster RCTs, and quasi-experimental studies evaluating diabetes prevention education among children aged approximately 6–18 years without diabetes and reporting knowledge or preventive behavior outcomes. Risk of bias was assessed using RoB 2 and ROBINS-I. Random-effects meta-analyses calculated standardized mean differences (SMDs) with 95% confidence intervals (CIs). Results: Thirteen studies were included; six were eligible for knowledge meta-analysis and four for preventive behavior meta-analysis, while the remaining studies were summarized narratively. Pooled analyses suggested that educational interventions were associated with improvements in diabetes prevention knowledge (SMD = 1.597; 95% CI: 0.796–2.398; p < 0.001) and preventive behaviors (SMD = 0.625; 95% CI: 0.162–1.089; p = 0.008). Interventions with more than four sessions and cluster RCTs appeared to show stronger effects. Substantial heterogeneity was observed, likely reflecting differences in study design, intervention duration, delivery methods, and outcome measures. Conclusion: Educational interventions appear to be associated with improved knowledge of type 2 diabetes prevention and may support preventive behaviors among children, but findings should be interpreted with caution given heterogeneity and methodological limitations. Multi-session school-based interventions, particularly those with more than four sessions, may be more promising. More rigorous studies with longer follow-up are needed.

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Journal Info

Abbrev

bkm

Publisher

Subject

Nursing Public Health

Description

Berita Kedokteran Masyarakat (BKM Public Health and Community Medicine) is a peer-reviewed and open access journal that deals with the fields of public health and public medicine. The topics of the article will be grouped according to the main message of the author. This focus covers areas and scope ...