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 https://orcid.org/0000-0002-4071-3895
  • Nur Agustini Department of Pediatric Nursing, Faculty of Nursing, Universitas Indonesia, Depok, Indonesia https://orcid.org/0000-0003-0483-1429
  • Happy Hayati Department of Pediatric Nursing, Faculty of Nursing, Universitas Indonesia, Depok, Indonesia https://orcid.org/0000-0002-3101-8153
  • Imamah Indah Cahyani Magister of Pediatric Nursing, Faculty of Nursing, Universitas Indonesia, Depok, Indonesia https://orcid.org/0009-0000-1050-5086
  • Mega Hasanul Huda Department of Pediatric Nursing, Faculty of Nursing, Universitas Indonesia, Depok, Indonesia
Keywords: children, educational intervention, knowledge, preventive behaviors, type 2 diabetes prevention

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.

References

Bjornstad P, Chao LC, Cree-Green M, Dart AB, King M, Looker HC, et al. Youth-onset type 2 diabetes mellitus: an urgent challenge. Nature Reviews Nephrology. 2023;19(3):168–84.

Perng W, Conway R, Mayer-Davis E, Dabelea D. Youth-onset type 2 diabetes: the epidemiology of an awakening epidemic. Diabetes Care. 2023;46(3): 490–9.

Pramanik S, Mondal S, Palui R, Ray S. Type 2 diabetes in children and adolescents: exploring the disease heterogeneity and research gaps to optimum management. World Journal of Clinical Pediatrics. 2024;13(2):91587.

Rodríguez IM, O'Sullivan KL. Youth-onset type 2 diabetes: burden of complications and socioeconomic cost. Current Diabetes Reports. 2023; 23(5):59–67.

Haw JS, Galaviz KI, Straus AN, Kowalski AJ, Magee MJ, Weber MB, et al. Long-term sustainability of diabetes prevention approaches: a systematic review and meta-analysis of randomized clinical trials. JAMA Internal Medicine. 2017;177(12): 1808–17.

Samad N, Bearne L, Noor FM, Akter F, Parmar D. School-based healthy eating interventions for adolescents aged 10–19 years: an umbrella review. International Journal of Behavioral Nutrition and Physical Activity. 2024;21(1):117

Jacob CM, Hardy-Johnson PL, Inskip HM, Morris T, Parsons CM, Barrett M, et al. A systematic review and meta-analysis of school-based interventions with health education to reduce body mass index in adolescents aged 10 to 19 years. International Journal of Behavioral Nutrition and Physical Activity. 2021;18:1.

Dabravolskaj J, Montemurro G, Ekwaru JP, Wu XY, Storey K, Campbell S, et al. Effectiveness of school-based health promotion interventions prioritized by stakeholders from health and education sectors: a systematic review and meta-analysis. Preventive Medicine Reports. 2020; 19:101138.

Ameneh PD, Mohtasham G, Sakineh R, Azam A, Sadegh A. School-based peer-led diabetes intervention among female adolescents: a cluster randomized trial. BMC Public Health. 2023;23:1170.

Khodaveisi M, Peyghani Asl S, Purabdollah M, Tapak L, Cheragi F, Amini R. An investigation on the effect of Health Belief Model-based education on preventive behaviors of diabetes type 2 in male adolescences. Health Education and Health Promotion. 2020;8(4):209–16.

Gefter L, Morioka-Douglas N, Srivastava A, Jiang CA, Lewis M, Sanders L, et al. Assessing health behavior change and comparing remote, hybrid and in-person implementation of a school-based health promotion and coaching program for adolescents from low-income communities. Health Education Research. 2024;39(4):297–312.

Marashi T, Safari-Moradabadi A, Ahmadi F, Alipour-Anbarani M. The effect of education based on the theory of planned behavior on the promotion of physical activity and knowledge of students about diabetes prevention. International Journal of Health Promotion and Education. 2020;60(6):316–28.

Moura IH, Silva AN, Anjos JS, Castro THU, Almeida PC, Silva ARV. Educational strategies with adolescents at risk from diabetes mellitus: a comparative study. Online Brazilian Journal of Nursing. 2015;14(1):25–31.

Agofure O, Okporu UC. Effects of teacher-led educational intervention on knowledge and attitude towards the prevention of diabetes mellitus among students of a secondary school in Southern Nigeria: a single group quasi-experimental study. Rwanda Medical Journal. 2023;80(2):23–34.

Banerjee AT, Mahajan A, Mathur-Balendra A, Qureshi N, Teekah M, Yogaratnam S, et al. Impact of the South Asian Adolescent Diabetes Awareness Program (SAADAP) on diabetes knowledge, risk perception and health behavior. Health Education Journal. 2022;81(1):96–108.

Safajou S, Rezaeian M, Salim Abadi Y, Mazar L, Nasirzadeh M. The effect of educational intervention on diabetes-related preventive behaviors based on the health belief model among at-risk male students in the second grade at Khash High School in 2019: a quasi-experimental study. Research Square. 2021.

Cockcroft EJ, Clarke R, Dias RP, Lloyd J, Mann RH, Narendran P, et al. Effectiveness of educational and psychoeducational self-management interventions in children and adolescents with type 1 diabetes: a systematic review and meta-analysis. Pediatric Diabetes. 2024;2024(1):2921845.

Page MJ, McKenzie JE, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD, et al. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ. 2021;372:n71.

United Nations. Convention on the Rights of the Child. New York: United Nations; 1989. Available from: [Website]

Sterne JAC, Savović J, Page MJ, Elbers RG, Blencowe NS, Boutron I, et al. RoB 2: a revised tool for assessing risk of bias in randomised trials. BMJ. 2019;366:l4898.

Sterne JAC, Hernán MA, Reeves BC, Savović J, Berkman ND, Viswanathan M, et al. ROBINS-I: a tool for assessing risk of bias in non-randomised studies of interventions. BMJ. 2016;355:i4919.

Higgins JPT, Altman DG, Gøtzsche PC, Jüni P, Moher D, Oxman AD, et al. The Cochrane collaboration’s tool for assessing risk of bias in randomised trials. BMJ. 2011;343:d5928.

Borenstein M, Hedges LV, Higgins JPT, Rothstein HR. Introduction to meta-analysis. Chichester (UK): John Wiley & Sons; 2009. Available from: [Website]

Mehreen TS, Jagannathan N, Pandiyan D, Anjana RM, Mohan V, Ranjani H. Effectiveness of a school-based pilot program on “diabesity” knowledge scores among adolescents in Chennai, South India. International Journal of Diabetes in Developing Countries. 2019;40:134–42.

Peyman N, Alipour-Anbarani M. The effect of training diabetes prevention behaviors on promotion of knowledge, attitude and practice of students for prevention of diabetes in Mashhad City. International Journal of Pediatrics. 2015;3(2):501–7.

Geria K, Beitz JM. Application of a modified diabetes prevention program with adolescents. Public Health Nursing. 2017;34(4):337–43.

Mourão DM, Sedlmaier BMG, Pires VLR, Borges GF. Effectiveness of a diabetes educational intervention at primary school. International Journal of Diabetes in Developing Countries. 2022;43:83–90.

Yazel-Smith L, El-Mikati HK, Adjei M, Haberlin-Pittz KM, Agnew M, Hannon TS. Integrating diabetes prevention education among teenagers involved in summer employment: encouraging environments for health in adolescence (ENHANCE). Journal of Community Health. 2020;45(4):856–61.

Langford R, Bonell CP, Jones HE, Pouliou T, Murphy SM, Waters E, et al. The WHO health promoting school framework for improving the health and well-being of students and their academic achievement. Cochrane Database of Systematic Reviews. 2014;4(4):CD008958.

Michie S, van Stralen MM, West R. The behavior change wheel: a new method for characterising and designing behavior change interventions. Implementation Science. 2011;6:42.

Glanz K, Rimer BK, Viswanath K. Health behavior: theory, research, and practice. 5th ed. San Francisco (CA): Jossey-Bass; 2015. Available from: [Website]

Tomayko EJ, Tovar A, Fitzgerald N, Howe CL, Hingle MD, Murphy MP, et al. Parent involvement in diet or physical activity interventions to treat or prevent childhood obesity: an umbrella review. Nutrients. 2021;13(9):3227.

Key J, Burnett D, Babu JR, Geetha T. The effects of food environment on obesity in children: a systematic review. Children. 2023;10(1):98.

Sridhar GR, Gumpeny L. Built environment and childhood obesity. World Journal of Clinical Pediatrics. 2024;13(3):93729.

McHale F, Ng K, Taylor S, Bengoechea E, Norton C, O’Shea D, et al. A systematic literature review of peer-led strategies for promoting physical activity levels of adolescents. Health Education & Behavior. 2022;49(1):41–53.

Published
2026-06-30
How to Cite
Ulfa, M., Laksmita, O. D., Agustini, N., Hayati, H., Cahyani, I. I., & Huda, M. H. (2026). Educational interventions for diabetes prevention knowledge and behavior in children: a systematic review and meta-analysis. erita edokteran asyarakat, 42(06), e29453. https://doi.org/10.22146/bkm.v42i06.29453
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Articles