The Impact of Socio-Economic Factors and Nutritional Status on Fast Food Consumption, Soft Drinks, and Adolescent Brain Health in Bandar Lampung
DOI:
https://doi.org/10.12873/461sputriPalabras clave:
Adolescents , Brain health, Consumption patterns, Fast food, Sugary drinksResumen
Adolescence is a critical period for physical and cognitive development, during which increased consumption of fast food and soft drinks can adversely affect nutritional status and brain function. This research aims to analyze the impact of fast food and soft drink consumption on nutritional status and brain health among high school students at SMA N 9 Bandar Lampung. Design use cross-sectional study was conducted with a simple random sample of grade X–XI students. Data were collected via questionnaire assessing nutritional status, consumption patterns, nutrition knowledge, brain health, and family socioeconomic characteristics. Analyses included descriptive statistics, Spearman’s correlation, and logistic regression. Higher pocket money was associated with increased frequency of fast food consumption (OR=1.333; 95% CI: 0.640–2.778) and soft drink intake, whereas malnutrition status reduced both combined consumption frequency (OR=0.178; 95% CI: 0.034–0.937) and fast food frequency (OR=0.423; 95% CI: 0.208–0.863). Nutrition knowledge correlated positively with nutritional status (OR=0.486; 95% CI: 0.285–0.828), and better brain health was linked to lower risk of malnutrition (OR=0.529). Physical activity, higher among male adolescents, supported both brain health and nutritional status. This is the first study to integrate direct assessment of adolescent brain health as an outcome in the analysis of fast food and soft drink consumption patterns and socioeconomic factors in Indonesian youth. Socioeconomic factors and nutrition knowledge shape consumption behaviors that impact adolescents’ nutritional status and brain health. Holistic interventions are needed to enhance nutrition education, financial access, and brain-health promotion programs.
Referencias
Afsana, K., Jolly, S. P., & Akter, F. (2020). Nutrition, Food Safety and Global Health BT - Handbook of Global Health (I. Kickbusch, D. Ganten, & M. Moeti, Eds.; pp. 1–28). Springer International Publishing. https://doi.org/10.1007/978-3-030-05325-3_93-2 DOI: https://doi.org/10.1007/978-3-030-05325-3_93-2
Atosona, A., Mohammed, J. A., Issahaku, H., Saani, K., Addae, H. Y., & Azupogo, F. (2024). Maternal employment status and child age are positive determinants of minimum dietary diversity among children aged 6–23 months in Sagnarigu municipality, Ghana: a cross-sectional study. BMC Nutrition, 10(1). https://doi.org/10.1186/s40795-024-00865-7 DOI: https://doi.org/10.1186/s40795-024-00865-7
Dinicolantonio, J. J., & O’keefe, J. H. (2020). The importance of marine OMEGA-3S for brain development and the prevention and treatment of behavior, mood, and other brain disorders. In Nutrients (Vol. 12, Issue 8, pp. 1–15). MDPI AG. https://doi.org/10.3390/nu12082333 DOI: https://doi.org/10.3390/nu12082333
Fuller, A. E., Shahidi, F. V., Comeau, J., Wang, L., Wahi, G., Dunn, J. R., Macmillan, H., Birken, C. S., Siddiqi, A., & Georgiades, K. (2025). Parental employment quality and the mental health and school performance of children and youth. Journal of Epidemiology and Community Health, 79(7), 552–558. https://doi.org/10.1136/jech-2024-223366 DOI: https://doi.org/10.1136/jech-2024-223366
Han, J., Schwartz, A. E., & Elbel, B. (2020). Does proximity to fast food cause childhood obesity? Evidence from public housing. Regional Science and Urban Economics, 84, 103565. https://doi.org/https://doi.org/10.1016/j.regsciurbeco.2020.103565 DOI: https://doi.org/10.1016/j.regsciurbeco.2020.103565
Hawkins, S., Cole, T. J., Law, C., Hawkins, S. S., s. hawkins, H., & Bartington, S. (2008). Maternal employment and early childhood overweight: findings from the UK Millennium Cohort Study. International Journal of Obesity, 32, 30–38. https://api.semanticscholar.org/CorpusID:33626269
Hawkins, S. S., Cole, T. J., Law, C., Dezateux, C., Peckham, C., Bedford, H., Rahi, J., Griffiths, L. J., Cumberland, P., Pearce, A., & Bartington, S. (2008). Maternal employment and early childhood overweight: Findings from the UK Millennium Cohort Study. International Journal of Obesity, 32(1), 30–38. https://doi.org/10.1038/sj.ijo.0803682 DOI: https://doi.org/10.1038/sj.ijo.0803682
Iyassu, A., Laillou, A., Tilahun, K., Workneh, F., Mogues, S., Chitekwe, S., & Baye, K. (2023). The influence of adolescents’ nutrition knowledge and school food environment on adolescents’ dietary behaviors in urban Ethiopia: A qualitative study. Maternal & Child Nutrition, 20. https://doi.org/10.1111/mcn.13527 DOI: https://doi.org/10.1111/mcn.13527
Jacob, L., Stubbs, B., Firth, J., Smith, L., Haro, J. M., & Koyanagi, A. (2020). Fast food consumption and suicide attempts among adolescents aged 12–15 years from 32 countries. Journal of Affective Disorders, 266(January), 63–70. https://doi.org/10.1016/j.jad.2020.01.130 DOI: https://doi.org/10.1016/j.jad.2020.01.130
Jumiyati, Ningsih, L., & Haya, M. (2019). Fast Food Contribution Toward Obesity In The Students Of Junior High School. Proceedings of the 1st International Conference on Inter-Professional Health Collaboration (ICIHC 2018). https://doi.org/10.2991/icihc-18.2019.38 DOI: https://doi.org/10.2991/icihc-18.2019.38
Kandel, E. R. ., Koester, John., Mack, Sarah., & Siegelbaum, Steven. (2021). Principles of neural science. McGraw Hill.
Kasmarini, F., Andriani, E., & Sabrina, S. (2023). The Relationship Between Fast Food Consumption, Pocket Money, And Quality Of Sleep With Over Nutrition In Adolescents. Jurnal Gizi Prima (Prime Nutrition Journal). https://doi.org/10.32807/jgp.v8i2.400 DOI: https://doi.org/10.32807/jgp.v8i2.400
Kedir, S., Hassen, K., Melaku, Y., & Jemal, M. (2022). Determinants of overweight and/or obesity among school adolescents in Butajira Town, Southern Ethiopia. A case-control study. PLoS ONE, 17. https://doi.org/10.1371/journal.pone.0270628 DOI: https://doi.org/10.1371/journal.pone.0270628
Latifa Dewitasari, M., Kisnawaty, S. W., & Mardiyanti, N. L. (2025). Hubungan Frekuensi Konsumsi Makanan Cepat Saji Dan Status Gizi Dengan Kejadian Dismenore Pada Remaja Putri Sma Batik 2 Surakarta. Jurnal Kesehatan Masyarakat (Prepotif), 9(2), 3033–3041. DOI: https://doi.org/10.31004/prepotif.v9i2.44767
Latifah, M., Murti, B., & Dewi, Y. L. R. (2017). Effect of Soft Drink, Electronic Media Exposure, Family Income, Pocket Money, and Nutritional Status, on Age at Menarche Among Adolescents in Surakarta. 2, 54–63. https://doi.org/10.26911/thejmch.2017.02.01.06 DOI: https://doi.org/10.26911/thejmch.2017.02.01.06
Lestari, A., Andri, M., & Arwati, N. (2025). Adolescent Nutrition and Dietary Patterns: A Narrative Review. In NutriSehat : Jurnal Ilmu Gizi (Vol. 1, Issue 1). https://journal.idscipub.com/nutrisehat DOI: https://doi.org/10.61978/nutrisehat.v1i1.600
Lestari, A., Fakhira, A., Ismiana, A., & Annisaa, A. (2021). Fast Food Consumption Behavior in Adolescents. Muhammadiyah International Public Health and Medicine Proceeding. https://doi.org/10.53947/miphmp.v1i1.107 DOI: https://doi.org/10.53947/miphmp.v1i1.107
Lwanga, S. K., & Lemeshow, S. (1991). Sample Size Determination In Health Studies. World Health Organization.
Moazzam, M., Raza, Q., Khan, M., Sohail, Z., Rasheed, R., Batool, R., Imran, K., Khalid, S., Younis Mallhi, I., & Bashar, S. (2025). Linking Socioeconomic Status With Adolescent Nutrition: Analyzing Dietary Patterns and Micronutrient Deficiencies Among Adolescents Aged 13-17 Years in Lahore. Cureus. https://doi.org/10.7759/cureus.83622 DOI: https://doi.org/10.7759/cureus.83622
Myszkowska-Ryciak, J., Harton, A., Lange, E., Laskowski, W., & Gajewska, D. (2019). Nutritional Behaviors of Polish Adolescents: Results of the Wise Nutrition—Healthy Generation Project. Nutrients, 11. https://doi.org/10.3390/nu11071592 DOI: https://doi.org/10.3390/nu11071592
Nagata, J. M., Helmer, C. K., Wong, J., Diep, T., Domingue, S. K., Do, R., Ervin, R., Mehta, A. S., Al-shoaibi, A. A. A., Gooding, H. C., Ganson, K. T., Testa, A., Baker, F. C., & Garber, A. K. (2025). Social epidemiology of early adolescent nutrition. Pediatric Research. https://doi.org/10.1038/s41390-025-03838-z DOI: https://doi.org/10.1038/s41390-025-03838-z
Nsiah-Asamoah, C., Adjei, G., Agblorti, S., & Doku, D. T. (2024). Factors in Household Settings Linked to the Feeding and Nutritional Status of Children Aged 6-23 Months in Rural Farming Districts, Ghana. Current Research in Nutrition and Food Science, 12(3), 1244–1259. https://doi.org/10.12944/CRNFSJ.12.3.20 DOI: https://doi.org/10.12944/CRNFSJ.12.3.20
Olatona, F., Ogide, P., Abikoye, E., Ilesanmi, O., & Nnoaham, K. (2020). Dietary Patterns, Nutritional Knowledge and Status of Adolescents in Lagos, Nigeria. https://doi.org/10.21203/rs.3.rs-18023/v1 DOI: https://doi.org/10.21203/rs.3.rs-18023/v1
Otsuka, Y., Kaneita, Y., Itani, O., Jike, M., Osaki, Y., Higuchi, S., & Kanda, H. (2020). Gender differences in dietary behaviors among Japanese adolescents. Preventive Medicine Reports, 20. https://doi.org/10.1016/j.pmedr.2020.101203 DOI: https://doi.org/10.1016/j.pmedr.2020.101203
Polivy, J., & Herman, C. P. (2017). Restrained Eating and Food Cues: Recent Findings and Conclusions. Current Obesity Reports, 6(1), 79–85. https://doi.org/10.1007/s13679-017-0243-1 DOI: https://doi.org/10.1007/s13679-017-0243-1
Riskesdas. (2018). Hasil Utama Riset Kesehata Dasar (RISKESDAS). Kementerian Kesehatan Republik Indonesia.
Sahoo, K., Sahoo, B., Choudhury, A., Sofi, N., Kumar, R., & Bhadoria, A. (2015). Childhood obesity: causes and consequences. Journal of Family Medicine and Primary Care, 4(2), 187. https://doi.org/10.4103/2249-4863.154628 DOI: https://doi.org/10.4103/2249-4863.154628
Setiawan, I. M., Rahman, F., Khadafi, M. Z., Rahma, A., Nayla, N. A., Hayyana, N., & Wati, R. M. (2025). The Impact of the Interaction between Parents, Employment Status, Income, and Education on the Risk of Stunting in Sungai Landas Village. Miracle Journal of Public Health (MJPH), 8(1). https://doi.org/10.36566/mjph/Vol8.Iss1/406 DOI: https://doi.org/10.36566/mjph.v8i1.406
Syauqan, T. M., & Muzayanah, I. F. U. (2024). Smarter Parents, Better Children Nutrition? Jurnal Bina Praja, 16(2), 427–440. https://doi.org/10.21787/jbp.16.2024.427-440 DOI: https://doi.org/10.21787/jbp.16.2024.427-440
Witek, K., Wydra, K., & Filip, M. (2022). A High-Sugar Diet Consumption, Metabolism and Health Impacts with a Focus on the Development of Substance Use Disorder: A Narrative Review. Nutrients, 14(14), 1–23. https://doi.org/10.3390/nu14142940 DOI: https://doi.org/10.3390/nu14142940
Zaki, N. A. M., Kent, L. W., Sallehuddin, S., Sahril, N., & Salleh, R. (2025). Consumption of carbonated soft drinks and association with health behaviours and mental health among adolescents in Malaysia: findings from 2022 Adolescent Health Survey (AHS). BMC Nutrition, 11(1). https://doi.org/10.1186/s40795-025-01044-y DOI: https://doi.org/10.1186/s40795-025-01044-y
Descargas
Publicado
Número
Sección
Categorías
Licencia
Derechos de autor 2026 Nutrición Clínica y Dietética Hospitalaria

Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-SinDerivadas 4.0.
Los lectores pueden utilizar los textos publicados de acuerdo con la definición BOAI (Budapest Open Access Initiative)
