A Nursing Framework for Adolescent Type 2 Diabetes Prevention Based on an Integrated Health Behavior Theory
DOI:
https://doi.org/10.31674/mjn.2026.v17i05.003Abstract
Background: The increasing prevalence of Type 2 Diabetes Mellitus (T2DM) among adolescents necessitates the development of a nursing-oriented theoretical framework to guide preventive practices addressing lifestyle-related risk behaviors. Existing health behavior theories, including the Health Belief Model, Theory of Planned Behavior, Social Cognitive Theory, and stage-based models, provide valuable insights but remain limited when applied independently. This study proposes the Adolescent Diabetes Prevention Integrated (ADPI) Model as a comprehensive framework integrating rational, emotional, social, behavioral, and ecological dimensions across three motivational phases: pre-motivational (awareness), motivational (intention), and post-motivational (action and maintenance). Methods: This study employed a methodological research design with an embedded cross-sectional empirical validation phase. The model was developed through a structured theoretical synthesis, including narrative review, conceptual analysis, and integrative model construction. The model was empirically tested on 200 senior high school students. Content validity was evaluated through expert judgment, while construct validity and reliability were assessed using Exploratory Factor Analysis (EFA) and internal consistency testing. Structural relationships among variables were analyzed using Structural Equation Modeling (SEM). Results: The model identified four key domains: cognitive–motivational determinants, social–environmental influences, behavioral regulation, and emotional reactivity and support. Content validity was excellent (S-CVI/Ave = 0.94). EFA confirmed a four-factor structure (KMO = 0.89; variance explained = 71.7%). Reliability was high (α = 0.83–0.89; overall α = 0.91). Conclusion: The ADPI Model demonstrates strong validity and reliability, offering a comprehensive, theory-based framework to support evidence-based adolescent T2DM prevention interventions.
Keywords:
Adolescents, Integrated Health Behavior Theory, Nursing Framework, Preventive Nursing, Type 2 Diabetes PreventionDownloads
References
Casale, M., Somefun, O., Ronnie, G. H., Desmond, C., Sherr, L., & Cluver, L. (2023). A conceptual framework and exploratory model for health and social intervention acceptability among African adolescents and youth. Social Science & Medicine, 326, 115899. https://doi.org/10.1016/j.socscimed.2023.115899
Course-Choi, J., & Hammond, L. (2021). Social media use and adolescent well-being: A narrative review of longitudinal studies. Cyberpsychology, Behavior, and Social Networking, 24(4), 223-236. https://doi.org/10.1089/cyber.2020.0020
Ferreira, A., Maravilha, A., Fluttert, F., Rosa, A., Sousa, L., Tomás, J., & Sá, L. (2025). Risk management of aggressive behaviors in mental health units for adolescents: A scoping review. Encyclopedia, 5(3), 144. https://doi.org/10.3390/encyclopedia5030144
Glanz, K., & Bishop, D. B. (2010). The role of behavioral science theory in development and implementation of public health interventions. Annual Review of Public Health, 31(1), 399-418. https://doi.org/10.1146/annurev.publhealth.012809.103604
Hants, L., Bail, K., & Paterson, C. (2023). Clinical decision‐making and the nursing process in digital health systems: an integrated systematic review. Journal of Clinical Nursing, 32(19-20), 7010-7035. https://doi.org/10.1111/jocn.16823
Hill-Briggs, F., Adler, N. E., Berkowitz, S. A., Chin, M. H., Gary-Webb, T. L., Navas-Acien, A., ... & Haire-Joshu, D. (2020). Social determinants of health and diabetes: a scientific review. Diabetes care, 44(1), 258. https://doi.org/10.2337/dci20-0053
Izmaylov, M. (2022). Just Listen. Journal of Adolescent Health, 70(5), 836–837. https://doi.org/10.1016/j.jadohealth.2021.11.015
Jebeile, H., Kelly, A. S., O'Malley, G., & Baur, L. A. (2022). Obesity in children and adolescents: epidemiology, causes, assessment, and management. The Lancet Diabetes & Endocrinology, 10(5), 351-365. https://doi.org/10.1016/s2213-8587(22)00047-x
Jha, S. S., Dobe, M., Taklikar, C., & Lahiri, A. (2023). School-based intervention on behavioral intention of adolescents regarding healthy diet in India. Frontiers in Public Health, 11, 1094960. https://doi.org/10.3389/fpubh.2023.1094960
Jiang, J., Qian, L., Chen, J., Lu, J., Zhu, H., Zhang, B., ... & He, X. (2025). Validation of the longitudinal effect of an integrated nursing intervention based on the integrated theory of health behavior change (ITHBC) on multidimensional health indicators in older radiotherapy patients. Clinical Interventions in Aging, 1293-1304. https://doi.org/10.2147/CIA.S532913
Kadhim, J. J., & Alkhaqani, A. L. (2026). Nursing Students’ Knowledge and Attitudes Regarding Artificial Intelligence. The Malaysian Journal of Nursing (MJN), 17(3), 47-57. https://doi.org/10.31674/mjn.2026.v17i03.006
Kato, Y., Kawahara, T., Endo, Y., & Yamazaki, A. (2025). Difficulties in providing nursing care to children with neurodevelopmental disorders admitted to child and adolescent psychiatric units for aggressive behavior. Japan Journal of Nursing Science, 22(2), e70001. https://doi.org/10.1111/jjns.70001
Koulouvari, A. D., Margariti, A., Sakellari, E., Barbouni, A., & Lagiou, A. (2025). Applications of behavioral change theories and models in health promotion interventions: A rapid review. Behavioral Sciences, 15(5), 580. https://doi.org/10.3390/bs15050580
Lee, M. S., Choi, J. S., Kweon, Y. S., & Bhang, S. Y. (2025). Structural validity of the Diagnostic Interview for Internet Addiction Scale for clinical samples in Korean children and adolescents: Exploratory and confirmatory factor analysis. Psychiatry Investigation, 22(2), 167. https://doi.org/10.30773/pi.2024.0145
Li, S., Xu, J., Jia, X., Zhao, Y., Liu, X., & Wang, Y. (2024). Translation and psychometric validation of the Chinese version of the metacognitive awareness scale among nursing students. Frontiers in Psychology, 15, 1354810. https://doi.org/10.3389/fpsyg.2024.1354810
Liao, Y. K., Liu, Y. Y., Wu, W. Y., Chi, H. K., Huang, K. C., & Vuong, B. H. (2025). Synthesizing comprehensive models for health behavior studies: connecting dots and revealing links on health enhancement through a meta-analysis approach. Frontiers in Psychology, 16, 1518834. https://doi.org/https://doi.org/10.3389/fpsyg.2025.1518834
Liu, Q., Xu, H., Yuan, Z., Yu, L., Shang, R., Tang, W., ... & Liu, Q. (2025). A staged integrated model informing the promotion of healthy dietary behaviors in adolescents: a prospective study. BMC Public Health, 25(1), 28. https://doi.org/10.1186/s12889-024-21101-8
McNeil, D. W. (2023). Behavioural and cognitive‐behavioural theories in oral health research: Current state and future directions. Community dentistry and oral epidemiology, 51(1), 6-16. https://doi.org/10.1111/cdoe.12840.Behavioral
Moitra, P., Madan, J., & Verma, P. (2021). Impact of a behaviourally focused nutrition education intervention on attitudes and practices related to eating habits and activity levels in Indian adolescents. Public Health Nutrition, 24(9), 2715-2726. https://doi.org/10.1017/S1368980021000203
Nusawat, P., & Leelasantitham, A. (2024). A new consistent concept between the I-change Model and the Transtheoretical Outcome to imply the leading guideline of depression behavior health change using social media. The Open Public Health Journal, 17(1). https://doi.org/10.2174/0118749445318733240513061523
Patton, G. C., Sawyer, S. M., Santelli, J. S., Ross, D. A., Afifi, R., Allen, N. B., ... & Viner, R. M. (2016). Our future: a Lancet commission on adolescent health and wellbeing. The Lancet, 387(10036), 2423-2478. https://doi.org/10.1016/S0140-6736(16)00579-1.Our
Paul, B., & Headley-Johnson, S. A. (2025). The impact of social media on health behaviors, a systematic review. Healthcare (Basel, Switzerland), 13(21), 2763. https://doi.org/10.3390/healthcare13212763
Puspitasari, I., Muftadi, M., & Woro L, M. (2021). Hubungan faktor resiko dengan prediktor preventif diabetes mellitus pada remaja [Relationship between risk factors and preventive predictors of diabetes mellitus in adolescents]. Jurnal Kebidanan Dan Keperawatan Aisyiyah, 17(1), 111–119. https://doi.org/10.31101/jkk.1777
Riebl, S. K., Estabrooks, P. A., Dunsmore, J. C., Savla, J., Frisard, M. I., Dietrich, A. M., Peng, Y., Zhang, X., & Davy, B. M. (2015). Eating behaviors a systematic literature review and meta-analysis : The theory of planned behavior ’ s application to understand and predict nutrition-related behaviors in youth. Eating Behaviors, 18, 160–178. https://doi.org/10.1016/j.eatbeh.2015.05.016
Robinson, T. N., Banda, J. A., Hale, L., Lu, A. S., Fleming-Milici, F., Calvert, S. L., & Wartella, E. (2017). Screen media exposure and obesity in children and adolescents. Pediatrics, 140(Supplement_2), S97-S101. https://doi.org/10.1186/s12966-020-01065-9
Sahi, R. S., Eisenberger, N. I., & Silvers, J. A. (2023). Peer facilitation of emotion regulation in adolescence. Developmental Cognitive Neuroscience, 62, 101262. https://doi.org/10.1016/j.dcn.2023.101262
Silva-Smith, A. L., Hanson, C. L., Neubeck, L., Rowat, A., & McHale, S. (2024). Physical activity interventions framed by the health action process approach for adults with long-term conditions: A scoping review. International Journal of Behavioral Medicine, 31(6), 987-1017. https://doi.org/10.1007/s12529-024-10305-2
Tapera, R., Mbongwe, B., Mhaka-Mutepfa, M., Lord, A., Phaladze, N. A., & Zetola, N. M. (2020). The theory of planned behavior as a behavior change model for tobacco control strategies among adolescents in Botswana. PloS one, 15(6), e0233462. https://doi.org/10.1371/journal.pone.0233462
Tariq, A., Gray, E., Gregory, A. M., & Chan, S. W. (2025). Emotional vulnerability in adolescents (EVA) study: Identifying potential biopsychosocial markers for adolescent depressive symptoms and well‐being. Mental Health Science, 3(2), e70010. https://doi.org/10.1002/mhs2.70010
Tatoğlu, N., & Ayyildiz, T. K. (2025). Effects of Health Education Based on the Roy Adaptation Model on the Healthy Lifestyle Behaviors and Self‐Esteem of Working Adolescents: A Randomized Controlled Trial. Public Health Nursing, 42(3), 1288-1301. https://doi.org/10.1111/phn.13546
Väätäinen, L., Björkqvist, M., Li, Y., Pelto‐Piri, V., Ferreira, A., & Lantta, T. (2025). Instruments for short‐term (24 h) violence risk assessment and strategies for managing violence risk among adolescents with risk for violent behaviour: A systematic review. International Journal of Mental Health Nursing, 34(4), e70110. https://doi.org/10.1111/inm.70110
Vries, H. De. (2017). An integrated approach for understanding health behavior; the I-change model as an example. Psychology and Behavioral Science International Journal, 2(2), 555-585. https://doi.org/10.19080/PBSIJ.2017.02.555585
Winkley, K., Upsher, R., Stahl, D., Pollard, D., Kasera, A., Brennan, A., ... & Ismail, K. (2020). Psychological interventions to improve self-management of type 1 and type 2 diabetes: a systematic review. Health Technology Assessment (Winchester, England), 24(28), 1. https://doi.org/10.3310/hta24280
Xu, T., Tomokawa, S., Gregorio Jr, E. R., Mannava, P., Nagai, M., & Sobel, H. (2020). School-based interventions to promote adolescent health: A systematic review in low-and middle-income countries of WHO Western Pacific Region. PloS One, 15(3), e0230046. https://doi.org/10.1371/journal.pone.0230046
Yeşildal, M. (2025). Validity and reliability of the Turkish version of the HLS-EU-Q6 questionnaire. BMC Public Health, 25(1), 2633. https://doi.org/10.1186/s12889-025-24081-5
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