Main Article Content
Abstract
Chronic Energy Deficiency (CED) is one of the nutritional problems that pose a threat to adolescents in Indonesia, especially adolescent girls. According to the 2018 Basic Health Research (Riskesdas), the proportion of CED among adolescent girls in Indonesia was 36.3%. This study aims to analyze the factors that influence the risk of CED in adolescent girls and develop an RF-AR mobile health application for early detection and effective intervention. This study used an observational design with cross-sectional data. The respondents were adolescents aged 15-19 years from three high schools in Pesawaran, with a total of 100 adolescents in Pesawaran. Bivariate analysis was conducted to evaluate the relationship between nutrient intake (energy, carbohydrate, fat) and nutritional status with the risk of CED in adolescent girls. The results of the analysis showed that energy, carbohydrate, and fat intake had a significant relationship with the risk of CED. Adolescents with deficient nutrient intake had a higher risk of developing CED. Underweight nutritional status was also found to be a significant factor that increases the risk of CED. The results of this study emphasize the importance of fulfilling adequate nutritional intake and monitoring nutritional status in the prevention of CED. The RF-AR mobile health application has the potential to be an effective tool for early detection and intervention in adolescent girls, helping them to effectively monitor their nutritional intake and nutritional status
Keywords
Article Details
References
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References
Ahmed, M. H., Vasas, D., Hassan, A., & Molnár, J. (2022). The impact of functional food in prevention of malnutrition. PharmaNutrition, 19(September 2021), 1–6. https://doi.org/10.1016/j.phanu.2022.100288
Ananda, A., Baso, Y. S., Hidayanty, H., Syarif, S., Aminuddin, A., & Bahar, B. (2022). Providing education chronic energy deficiency (CED) uses web-based she smart to improve knowledge, attitudes, and practice in adolescent girls. International Journal of Health & Medical Sciences, 5(1), 56–62. https://doi.org/10.21744/ijhms.v5n1.1833
Bonnie, R. J., & Backes, E. P. (2019). The Promise of Adolescence. In The Promise of Adolescence. https://doi.org/10.17226/25388
Cheikh Ismail, L., Osaili, T. M., Mohamad, M. N., Hashim, M., Stojanovska, L., Al Daour, R., Nader, D., Alrayis, H., Alzaabi, N. S., Elbarag, L., Binkhadim, S., Jarrar, A. H., Al Dhaheri, A. S., & Hasan, H. (2022). Psychosocial factors affecting dietary habits of university students: A cross-sectional study. Heliyon, 8(6), 2–7. https://doi.org/10.1016/j.heliyon.2022.e09768
Christian, P., & Smith, E. R. (2018). Adolescent Undernutrition: Global Burden, Physiology, and Nutritional Risks. Annals of Nutrition and Metabolism, 72(4), 316–328. https://doi.org/10.1159/000488865
Clemente-Suárez, V. J., Beltrán-Velasco, A. I., Redondo-Flórez, L., Martín-Rodríguez, A., & Tornero-Aguilera, J. F. (2023). Global Impacts of Western Diet and Its Effects on Metabolism and Health: A Narrative Review. Nutrients, 15(12). https://doi.org/10.3390/nu15122749
Clemente-Suárez, V. J., Mielgo-Ayuso, J., Martín-Rodríguez, A., Ramos-Campo, D. J., Redondo-Flórez, L., & Tornero-Aguilera, J. F. (2022a). The Burden of Carbohydrates in Health and Disease. Nutrients, 14(18), 1–28. https://doi.org/10.3390/nu14183809
Clemente-Suárez, V. J., Mielgo-Ayuso, J., Martín-Rodríguez, A., Ramos-Campo, D. J., Redondo-Flórez, L., & Tornero-Aguilera, J. F. (2022b). The Burden of Carbohydrates in Health and Disease. Nutrients, 14(18), 2–29. https://doi.org/10.3390/nu14183809
Da Fonseca, M. H., Kovaleski, F., Picinin, C. T., Pedroso, B., & Rubbo, P. (2021). E-health practices and technologies: A systematic review from 2014 to 2019. Healthcare (Switzerland), 9(9), 1–32. https://doi.org/10.3390/healthcare9091192
Dagne, S., Menber, Y., Wassihun, Y., Dires, G., Abera, A., Adane, S., Linger, M., & Haile, Z. T. (2021). Chronic Energy Deficiency and Its Determinant Factors among Adults Aged 18-59 Years in Ethiopia: A Cross-Sectional Study. Journal of Nutrition and Metabolism, 2021. https://doi.org/10.1155/2021/8850241
Deng, W., Wang, F., & Liu, W. (2023). Identification of factors controlling heavy metals/metalloid distribution in agricultural soils using multi-source data. Ecotoxicology and Environmental Safety, 253(September 2022), 114689. https://doi.org/10.1016/j.ecoenv.2023.114689
Dian Isti Angraini, Izzah, A. N., Nisa, K., & Zuraida, R. (2023). Factors Influencing the Selection of Healthy and Unhealthy Diet Behavior in Adolescent Girls in Bandar Lampung. International Journal of Advanced Health Science and Technology, 3(2), 72–78. https://doi.org/10.35882/ijahst.v3i2.216
Gonzalez-Ramirez, M., Cejudo-Lopez, A., Lozano-Navarrete, M., Salamero Sánchez-Gabriel, E., Torres-Bengoa, M. A., Segura-Balbuena, M., Sanchez-Cordero, M. J., Barroso-Vazquez, M., Perez-Barba, F. J., Troncoso, A. M., Garcia-Parrilla, M. C., & Cerezo, A. B. (2022). SAlBi educa (Tailored Nutrition App for Improving Dietary Habits): Initial Evaluation of Usability. Frontiers in Nutrition, 9(April), 1–20. https://doi.org/10.3389/fnut.2022.782430
Harna, H., Rahmawati, R., Irawan, A. M. A., & Sa’pang, M. (2024). Prevalence and determinant factors of Chronic Energy Deficiency (CED) in pregnant women. AcTion: Aceh Nutrition Journal, 9(1), 65. https://doi.org/10.30867/action.v9i1.1443
Istepanian, R. S. H. (2022). Mobile Health (m-Health) in Retrospect: The Known Unknowns. International Journal of Environmental Research and Public Health, 19(7), 2–24. https://doi.org/10.3390/ijerph19073747
Jaelani, S., & Sitawati, S. (2024). Efforts To Prevent Chronic Energy Deficiency Through Leaflet-Giving Education To Teenagers. Jurnal Pengabdian Kepada Masyarakat Citra Delima, 1(2), 58–63. https://doi.org/10.33862/jp.v1i2.438
Krasniqi, E., & Cakirpaloglu, P. (2020). The role of puberty in adolescent development. ReaserchGate, 42(June), 241–249. https://doi.org/https://www.researchgate.net/publication/342361854
Kulandaivelu, Y., Hamilton, J., Banerjee, A., Gruzd, A., Patel, B., & Stinson, J. (2023). Social Media Interventions for Nutrition Education Among Adolescents: Scoping Review. JMIR Pediatrics and Parenting, 6(1). https://doi.org/10.2196/36132
Kwee, V., Istijanto, I., & Widjojo, H. (2022). Understanding the Determinants of m-Health Adoption in Indonesia. Jurnal Manajemen Teori Dan Terapan | Journal of Theory and Applied Management, 15(3), 408–422. https://doi.org/10.20473/jmtt.v15i3.40142
Leijse, M. M. L., Koning, I. M., & van den Eijnden, R. J. J. M. (2023). The influence of parents and peers on adolescents’ problematic social media use revealed. Computers in Human Behavior, 143(April 2022), 107705. https://doi.org/10.1016/j.chb.2023.107705
Lopes, K. G., Rodrigues, E. L., da Silva Lopes, M. R., do Nascimento, V. A., Pott, A., Guimarães, R. de C. A., Pegolo, G. E., & Freitas, K. de C. (2022). Adiposity Metabolic Consequences for Adolescent Bone Health. Nutrients, 14(16), 1–20. https://doi.org/10.3390/nu14163260
Mukaddas, H., Salma, W. O., & Cristian B, I. M. (2021). Factors Related to Chronic Energy Deficiency in Pregnant Mothers in the Konawe District, Indonesia. Journal of Research Development in Nursing and Midwifery, 18(2), 18–20. https://doi.org/10.52547/jgbfnm.18.2.18
Patton, G. C., Olsson, C. A., Skirbekk, V., Saffery, R., Wlodek, M. E., Azzopardi, P. S., Stonawski, M., Rasmussen, B., Spry, E., Francis, K., Bhutta, Z. A., Kassebaum, N. J., Mokdad, A. H., Murray, C. J. L., Prentice, A. M., Reavley, N., Sheehan, P., Sweeny, K., Viner, R. M., & Sawyer, S. M. (2018). Adolescence and the next generation. Nature, 554(7693), 458–466. https://doi.org/10.1038/nature25759
Pereira, S. C., Crisóstomo, L., Sousa, M., Oliveira, P. F., & Alves, M. G. (2020). Metabolic diseases affect male reproduction and induce signatures in gametes that may compromise the offspring health. Environmental Epigenetics, 6(1), 1–18. https://doi.org/10.1093/eep/dvaa019
Povey, J., Plage, S., Huang, Y., Gramotnev, A., Cook, S., Austerberry, S., & Western, M. (2022). Life Course Research and Social Policies 15 Family Dynamics over theeLife Course Foundations, Turning Points and Outcomes.https://link.springer.com/chapter/10.1007/978-3-031-12224-8_6#Abs1
Purwaningsih, G., & Sumarmi, S. (2022). Hubungan Pola Makan dan Aktivitas Fisik dengan Status Gizi pada Remaja di SMA Muhammadiyah 7 Sutorejo Surabaya. Media Gizi Kesmas, 11(2), 399–406. https://doi.org/10.20473/mgk.v11i2.2022.399-406
Qutteina, Y., Hallez, L., Raedschelders, M., De Backer, C., & Smits, T. (2022). Food for teens: How social media is associated with adolescent eating outcomes. Public Health Nutrition, 25(2), 290–302. https://doi.org/10.1017/S1368980021003116
Saavedra, J. M., & Prentice, A. M. (2023). Nutrition in school-age children: a rationale for revisiting priorities. Nutrition Reviews, 81(7), 823–843. https://doi.org/10.1093/nutrit/nuac089
Setiawan, A. (2023). The Role of Youth In Economic Development In The Era Of Society 5.0. Jurnal Ekonomi Dan Bisnis Nias Selatan, 6(2), 70–76. https://jurnal.uniraya.ac.id/index.php/JEB/article/view/835
Singh, J. K., Acharya, D., Rani, D., Gautam, S., Bajgain, K. T., Bajgain, B. B., Park, J. H., Yoo, S. J., Poder, T. G., Lewin, A., & Lee, K. (2021). Underweight and associated factors among teenage adolescent girls in resource-poor settings: A cross-sectional study. Risk Management and Healthcare Policy, 14(1), 9–19. https://doi.org/10.2147/RMHP.S280499
Smith, K. (2023). The Bare Necessities : Adolescent Food Insecurity and Disordered Eating (Vol. 1, Issue Volume 1).
Soliman, A., Alaaraj, N., Hamed, N., Alyafei, F., Ahmed, S., Shaat, M., Itani, M., Elalaily, R., & Soliman, N. (2022). Nutritional interventions during adolescence and their possible effects. Acta Biomedica, 93(1), 1–14. https://doi.org/10.23750/abm.v93i1.12789
Taqwin, T., Amsal, A., Batjo, S. H., Radhiah, S., Ramadhan, K., Kusumawati, D. E., Hafid, F., Hariadha, E., Ahmed, F., & Raju, K. (2023). Uncovering Determinant of Anaemia Among Adolescent Girls. Poltekita : Jurnal Ilmu Kesehatan, 17(3), 1125–1135. https://doi.org/10.33860/jik.v17i3.3484
Tessler, M. (2023). Social science research in the Arab world and beyond: A guide for students, instructors and researchers. In SpringerBriefs in Sociology. https://link.springer.com/10.1007/978-3-031-13838-6
Titaley, C., Ardianto, A. C., Zawawi, W. O. M., Asmin, E., Tahitu, R., Sara, L. S., van Affelen, Z., Tando, Y. D., Titaley, C. R., & Ratu, R. N. D. . (2024). Chronic Energy Deficiency Associated with Body Mass Index of Adolescent Girls. Window of Health : Jurnal Kesehatan, 7(1), 31–43. https://doi.org/10.33096/woh.vi.707
Tort-Nasarre, G., Pollina-Pocallet, M., Ferrer Suquet, Y., Ortega Bravo, M., Vilafranca Cartagena, M., & Artigues-Barberà, E. (2023). Positive body image: a qualitative study on the successful experiences of adolescents, teachers and parents. International Journal of Qualitative Studies on Health and Well-Being, 18(1), 3–13. https://doi.org/10.1080/17482631.2023.2170007
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