International Journal of Public Health Science (IJPHS)
Vol 15, No 2: June 2026

Nutritional status and diabetes knowledge as predictors of healthy lifestyle behaviors for prediabetes prevention in adolescents

Nur Indah Noviyanti (University of Borneo Tarakan)
Reza Bintangdari Johan (University of Borneo Tarakan)
Rusmiati Rusmiati (University of Borneo Tarakan)
Cici Ismuniar (University of Borneo Tarakan)
Ruqaiyah Ruqaiyah (Pelamonia Institute of Health Sciences)
Hukmiyah Aspar (Pelamonia Institute of Health Sciences)
Rahmi Padlillah (University of Borneo Tarakan)



Article Info

Publish Date
01 Jun 2026

Abstract

Prediabetes prevalence among adolescents has increased substantially worldwide, with estimates indicating that approximately 18-20% of adolescents in certain populations exhibit impaired glucose metabolism, paralleling the global rise in adolescent obesity. In Indonesia, the prevalence of diabetes mellitus continues to escalate, with North Kalimantan representing an underserved region where adolescent metabolic health remains poorly characterized. Identifying modifiable factors associated with prediabetes prevention behavior is essential for developing targeted interventions. To analyze factors associated with prediabetes prevention behavior in adolescents, focusing on nutritional status and knowledge about diabetes mellitus. A cross-sectional analytical design was employed among 316 adolescents aged 13-15 years in Tarakan City, North Kalimantan, Indonesia, selected through proportional stratified random sampling. Data were collected using a demographic questionnaire, an adapted diabetes knowledge questionnaire (DKQ-24), and a prediabetes prevention behavior questionnaire. Chi-square tests and binary logistic regression were performed. Most respondents (53.2%) demonstrated positive prevention behavior, and 70.9% had high knowledge. Nutritional status (p = 0.000) and knowledge (p = 0.033) were significantly associated with prevention behavior. Multivariate analysis confirmed nutritional status (Exp(B) = 1.320; 95% CI: 1.017-1.714) and knowledge (Exp(B) = 0.583; 95% CI: 0.352-0.965) as significant predictors (Nagelkerke R² = 0.052). Nutritional status and diabetes knowledge significantly predict prediabetes prevention behavior, although their contributions remain relatively small.

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Journal Info

Abbrev

IJPHS

Publisher

Subject

Health Professions

Description

International Journal of Public Health Science (IJPHS) is an interdisciplinary journal that publishes material on all aspects of public health science. This IJPHS provides the ideal platform for the discussion of more sophisticated public health research and practice for authors and readers world ...