Factors Associated to Body Mass Index (BMI) in adolescent in south Jakarta: Cross Sectional Study
DOI:
https://doi.org/10.12873/Keywords:
adolecent, intake nutrition, physical activity, body mass indexAbstract
Nutrition plays a vital role in the health and well-being of adolescents, particularly for high school students, as it influences physical, cognitive, and academic performance. This study examines the relationship between energy intake, macronutrient composition, and physical activity, and their impact on nutritional status among senior high school students. A cross-sectional study was conducted in August 2024, involving 216 students (109 females and 107 males) from Muhammadiyah Senior High Schools 3 and 18. The study assessed dietary intake using a 24-hour recall questionnaire and physical activity through the IPAQ-Short Form. Nutritional status was evaluated using BMI-for-age criteria. Results showed that 31% of students had adequate calorie intake, while 69% had insufficient intake. Additionally, 79% had inadequate fat intake, and 113 students had insufficient protein intake. A significant gender difference in BMI categories was observed, with more males falling into the overweight category, while females were more likely to have normal BMI. No significant correlation was found between physical activity or caloric intake and BMI, although a higher percentage of students with excessive calorie intake tended to be overweight. The study highlights the importance of balanced energy intake and regular physical activity in maintaining a healthy weight. Furthermore, it underscores the need for targeted interventions in adolescents to promote optimal nutrition and physical activity, especially in school settings. The findings suggest that while gender influences BMI distribution, the role of calorie intake and physical activity is complex and requires further investigation to understand its full impact on adolescent health.
References
Saavedra JM, Prentice AM. Nutrition in school-age children: a rationale for revisiting priorities. Nutr Rev. 2023;81(7):823–43.
Jodhun BM, Pem D, Jeewon R. A systematic review of factors affecting energy intake of adolescent girls. Afr Health Sci. 2016;16(4):910–22.
Lee S, Kuniko M, Han S, Oh T, Taguchi M. Association of low energy availability and suppressed metabolic status in Korean male collegiate soccer players: a pilot study. Am J Mens Health. 2020;14(6):1557988320982186.
Hlambelo N. Determining the contribution of lunchbox content to the dietary intake of girls (13-18 years old) in a high school in Lindelani. 2013.
Organization WH. Overweight and obesity. 2020;
Phuong-Nguyen K, McGee SL, Aston-Mourney K, Mcneill BA, Mahmood MQ, Rivera LR. Yoyo dieting, post-obesity weight loss, and their relationship with gut health. Nutrients. 2024;16(18):3170.
Gibson RS. Principles of nutritional assessment. Oxford university press, USA; 2005.
Craig CL, Marshall AL, Sjöström M, Bauman AE, Booth ML, Ainsworth BE, et al. International physical activity questionnaire: 12-country reliability and validity. Med Sci Sport Exerc. 2003;35(8):1381–95.
Kemenkes RI. Standar Antropometri Anak. Standar Antropometri Anak. 2020;21(1):1–9.
Behera DK, Gartia R. Gender-Specific Variations in BMI Status of Students’ Social Networking Site Usage: A Comprehensive Statistical Analysis. Int J Multidiscip Approach Res Sci [Internet]. 2023;
Li C, Huang H, Xia Q, Zhang L. Correlation between body mass index and gender-specific 28-day mortality in patients with sepsis: a retrospective cohort study. Front Med [Internet]. 2024;11.
Zhang J, Xu L, Li J, Sun L, Qin W, Ding G, et al. Gender differences in the association between body mass index and health-related quality of life among adults:a cross-sectional study in Shandong, China. BMC Public Health [Internet]. 2019;19.
Mongraw-Chaffin M, Peters S, Huxley R, Woodward M. The sex-specific association between BMI and coronary heart disease: a systematic review and meta-analysis of 95 cohorts with 1·2 million participants. lancet Diabetes Endocrinol [Internet]. 2015;3 6:437–49.
Tian Z, Li Y, Li L, Liu X, Zhang H, Zhang X, et al. Gender-specific associations of body mass index and waist circumference with type 2 diabetes mellitus in Chinese rural adults: The Henan Rural Cohort Study. J Diabetes Complications [Internet]. 2018;32 9:824–9.
Brown R, Sharma A, Ardern C, Mirdamadi P, Mirdamadi P, Kuk J. Secular differences in the association between caloric intake, macronutrient intake, and physical activity with obesity. Obes Res Clin Pract [Internet]. 2016;10 3:243–55.
Buscemi J, Rybak T, Berlin K, Murphy J, Raynor H. Impact of food craving and calorie intake on body mass index (BMI) changes during an 18-month behavioral weight loss trial. J Behav Med [Internet]. 2017;40:565–73.
Téllez-Rojo M, Trejo-Valdivia B, Roberts E, Muñoz-Rocha T, Bautista-Arredondo L, Peterson K, et al. Influence of post-partum BMI change on childhood obesity and energy intake. PLoS One [Internet]. 2019;14.
Zhang Z, Kahn H, Jackson S, Martinez E, Gillespie C, Yang Q. Abstract 9251: Associations Between Ultra- or Minimally-Processed Food Intake and Three Adiposity Indicators Among US Adults: Nhanes 2011-16. Circulation [Internet]. 2022;
Baron K, Reid K, Kern A, Zee P. Role of Sleep Timing in Caloric Intake and BMI. Obesity [Internet]. 2011;19.
Zou Q, Su C, Du W, Ouyang Y, Wang H-J, Wang Z, et al. The association between physical activity and body fat percentage with adjustment for body mass index among middle-aged adults: China health and nutrition survey in 2015. BMC Public Health [Internet]. 2020;20.
Das S, Roberts S, Bhapkar M, Villareal D, Fontana L, Martin C, et al. Body-composition changes in the Comprehensive Assessment of Long-term Effects of Reducing Intake of Energy (CALERIE)-2 study: a 2-y randomized controlled trial of calorie restriction in nonobese humans. Am J Clin Nutr [Internet]. 2017;105 4:913–27.
Leroux-Stewart J, Elisha B, Tagougui S, Suppère C, Bernard S, Mircescu H, et al. Effect of caloric restriction with or without physical activity on body composition and epicardial fat in type 2 diabetic patients: A pilot randomized controlled trial. Nutr Metab Cardiovasc Dis [Internet]. 2020;
Radhika B, Vrushabhendra H, Surendar R, Arthi S. Association of diet and physical activity with BMI among dental students in Puducherry. Int J Community Med Public Heal [Internet]. 2018;
Shen W, Chen J, Zhou J, Martin C, Ravussin E, Redman L. Effect of 2-year caloric restriction on organ and tissue size in nonobese 21- to 50-year-old adults in a randomized clinical trial: the CALERIE study. Am J Clin Nutr [Internet]. 2021;
Godoy-Cumillaf A, Fuentes-Merino P, Díaz-González A, Jiménez-Díaz J, Martínez-Vizcaíno V, Álvarez‐Bueno C, et al. The Effects of Physical Activity and Diet Interventions on Body Mass Index in Latin American Children and Adolescents: A Systematic Review and Meta-Analysis. Nutrients [Internet]. 2020;12.
Borisevich D, Schnurr T, Engelbrechtsen L, Rakitko A, Ängquist L, Ilinsky V, et al. Non-linear interaction between physical activity and polygenic risk score of body mass index in Danish and Russian populations. PLoS One [Internet]. 2021;16.
Syahruramdhani S, Munarji RP. Relationship between Physical Activity and Eating Patterns Toward Body Mass Index (BMI) in Nursing Students. Mutiara Med J Kedokt dan Kesehat [Internet]. 2023;
Gasmi A, Boukhmis B, Bjørklund G, Elkhidir I, Semenova Y, Dosa A, et al. Physical activity and obesity spectrum disorders in post-bariatric surgery patients: A systematic review and Meta-analysis. Crit Rev Food Sci Nutr [Internet]. 2022;63:8161–72.
Liu F, Wang W, Jingang, Sa R, Zhuang G. Different associations of sufficient and vigorous physical activity with BMI in Northwest China. Sci Rep [Internet]. 2018;8.
Sagelv E, Ekelund U, Hopstock L, Fimland M, Løvsletten O, Wilsgaard T, et al. The bidirectional associations between leisure time physical activity change and body mass index gain. The Tromsø Study 1974–2016. Int J Obes [Internet]. 2021;45:1830–43.
Downloads
Published
Issue
Section
Categories
License
Copyright (c) 2025 Nutrición Clínica y Dietética Hospitalaria

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Los lectores pueden utilizar los textos publicados de acuerdo con la definición BOAI (Budapest Open Access Initiative)