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The Interplay of Physical Activity, Sleep Quality, Eating Habits, Problematic Internet Use, and Cognitive Ability among Adolescents in Sport and Non-Sport After-School Programs Cover

The Interplay of Physical Activity, Sleep Quality, Eating Habits, Problematic Internet Use, and Cognitive Ability among Adolescents in Sport and Non-Sport After-School Programs

Open Access
|Jul 2026

References

  1. Adler, N. E., Epel, E. S., Castellazzo, G., & Ickovics, J. R. (2000). Relationship of subjective and objective social status with psychological and physiological functioning: Preliminary data in healthy white women. Health Psychology, 19(6), 586592. 10.1037/0278-6133.19.6.586
  2. An, J., Sun, Y., Wan, Y., Chen, J., Wang, X., & Tao, F. (2014). Associations between problematic internet use and adolescents’ physical and psychological symptoms: Possible role of sleep quality. Journal of Addiction Medicine, 8(4), 282287. 10.1097/ADM.0000000000000026
  3. Andriyani, F. D., Biddle, S. J. H., Arovah, N. I., & de Cocker, K. (2020). Physical activity and sedentary behavior research in Indonesian youth: A scoping review. International Journal of Environmental Research and Public Health, 17(20), 115. 10.3390/ijerph17207665
  4. Bailey, R. (2018). Sport, physical education and educational worth. Educational Review, 70(1), 5166. 10.1080/00131911.2018.1403208
  5. Baxter-Jones, A. D. G., Barbour-Tuck, E. N., Dale, D., Sherar, L. B., Knight, C. J., Cumming, S. P., Ferguson, L. J., Kowalski, K. C., & Humbert, M. L. (2020). The role of growth and maturation during adolescence on team-selection and short-term sports participation. Annals of Human Biology, 47(4), 316323. 10.1080/03014460.2019.1707870
  6. Brown, R. L., Beverly Hery, C. M., Prather, A. A., & Christian, L. M. (2025). Comparison of longitudinal PSQI and actigraphy-assessed sleep from pregnancy to postpartum. Plos One, 20(6 June), 113. 10.1371/journal.pone.0323489
  7. Chen, Q., Beaty, R. E., Wei, D., Yang, J., Sun, J., Liu, W., Yang, W., Zhang, Q., & Qiu, J. (2018). Longitudinal alterations of frontoparietal and frontotemporal networks predict future creative cognitive ability. Cerebral Cortex, 28(1), 103115. 10.1093/cercor/bhw353
  8. Cherewick, M., Cruz, C. M., Giri, P., Matergia, M., & Rai, R. P. (2024). Relationships between autistic traits, self-efficacy, and internalizing symptoms in a nonclinical sample of Indian early adolescents. Brain and Behavior, 14(8). 10.1002/brb3.3646
  9. Crocker, P. R. E., Bailey, D. A., Faulkner, R. A., Kowalski, K. C., & Mcgrath, R. (1997). Measuring general levels of physical activity: Preliminary evidence for the physical activity questionnaire for older children. Medicine and Science in Sports and Exercise, 29(10), 13441349. 10.1097/00005768-199710000-00011
  10. Donen, H. (2005). Paq-C & Paq-a. College of Kinesiology, University of Saskatchewan, 87(August), 138. papers://305a9bed-f721-4261-8df7-5414758c1624/Paper/p910
  11. Donnelly, J. E., Hillman, C. H., Castelli, D., Etnier, J. L., Lee, S., Tomporowski, P., Lambourne, K., & Szabo-Reed, A. N. (2016). Physical activity, fitness, cognitive function, and academic achievement in children: A systematic review. In Medicine and Science in Sports and Exercise (Vol. 48, Number 6, pp. 11971222). 10.1249/MSS.0000000000000901
  12. Duncan, L. G., Mcgeown, S. P., Griffiths, Y. M., Stothard, S. E., & Dobai, A. (2016). Adolescent reading skill and engagement with digital and traditional literacies as predictors of reading comprehension. British Journal of Psychology, 107(2), 209238. 10.1111/bjop.12134
  13. Eime, R. M., Casey, M. M., Harvey, J. T., Sawyer, N. A., Symons, C. M., & Payne, W. R. (2015). Socioecological factors potentially associated with participation in physical activity and sport: A longitudinal study of adolescent girls. Journal of Science and Medicine in Sport, 18(6), 684690. 10.1016/j.jsams.2014.09.012
  14. Eime, R. M., & Harvey, J. T. (2017). Sport participation across the lifespan: Australian trends and policy implications. In Sport and Physical Activity Across the Lifespan: Critical Perspectives (pp. 2343). 10.1057/978-1-137-48562-5_2
  15. Farzanegan, M. R. (2020). Cognitive ability and corruption: rule of law (still) matters. Empirical Economics, 59(4), 17231743. 10.1007/s00181-019-01687-4
  16. Feldman, A. F., & Matjasko, J. L. (2005). The role of school-based extracurricular activities in adolescent development: A comprehensive review and future directions. In Review of Educational Research (Vol. 75, Number 2, pp. 159210). 10.3102/00346543075002159
  17. Firk, C., Konrad, K., Herpertz-Dahlmann, B., Scharke, W., & Dahmen, B. (2018). Cognitive development in children of adolescent mothers: The impact of socioeconomic risk and maternal sensitivity. Infant Behavior and Development, 50, 238246. 10.1016/j.infbeh.2018.02.002
  18. Goldstone, A., Javitz, H. S., Claudatos, S. A., Buysse, D. J., Hasler, B. P., de Zambotti, M., Clark, D. B., Franzen, P. L., Prouty, D. E., Colrain, I. M., & Baker, F. C. (2020). Sleep Disturbance Predicts Depression Symptoms in Early Adolescence: Initial Findings From the Adolescent Brain Cognitive Development Study. Journal of Adolescent Health, 66(5), 567574. 10.1016/j.jadohealth.2019.12.005
  19. González-Pérez, M., Sánchez-Oliva, D., Grao-Cruces, A., Cano-Cañada, E., Martín-Acosta, F., Muñoz-González, R., Bandera-Campos, F. J., Ruiz-Hermosa, A., Vaquero-Solís, M., Padilla-Moledo, C., Conde-Caveda, J., Segura-Jiménez, V., González-Ponce, I., García-Calvo, T., Castro-Piñero, J., & Camiletti-Moirón, D. (2023). Effects of the inclusion of physical activity in secondary education academic classes on educational indicators and health markers: rationale and methods of the ACTIVE CLASS study. Frontiers in Public Health, 11, 1329245. 10.3389/fpubh.2023.1329245
  20. Hillman, C. H., Erickson, K. I., & Kramer, A. F. (2008). Be smart, exercise your heart: Exercise effects on brain and cognition. Nature Reviews Neuroscience, 9(1), 5865. 10.1038/nrn2298
  21. Janssen, I., & LeBlanc, A. G. (2010). Systematic review of the health benefits of physical activity and fitness in school-aged children and youth. In International Journal of Behavioral Nutrition and Physical Activity (Vol. 7). 10.1186/1479-5868-7-40
  22. Jelenchick, L. A., & Christakis, D. A. (2014). Problematic internet use during adolescence and young adulthood. In Adolescent Medicine: State of the Art Reviews (Vol. 25, Number 3, pp. 605620). 10.1542/9781581108927-problematic
  23. Johnson, F., Wardle, J., & Griffith, J. (2002). The adolescent food habits checklist: Reliability and validity of a measure of healthy eating behaviour in adolescents. European Journal of Clinical Nutrition, 56(7), 644649. 10.1038/sj.ejcn.1601371
  24. Kemendikbud. (2020). Siaran Pers. Panduan Penyelenggaraan Pembelajaran Pada Tahun Ajaran Dan Tahun Akademik Baru Di Masa Pandemi Covid-19: Satuan Pendidikan Di Zona Kuning, Oranye Dan Merah Dilarang Melakukan Pembelajaran Tatap Muka. https://www.kemdikbud.go.id/main/files/download/d16ebb4e0e2245e
  25. Kementrian Kesehatan. (2023). Profil Kesehatan Indonesia 2023.
  26. Klavina, A., Veliks, V., Bebrisa-Fedotova, L., Zusa, A., Porozovs, J., & Aniscenko, A. (2023). Association Between Problematic Internet Use and Health Risks in Adolescents With and Without Chronic Health Conditions. Reabilitacijos Mokslai: Slauga, Kineziterapija, Ergoterapija, 1(28), 120. 10.33607/rmske.v1i28.1356
  27. Kramer, A. W., & Huizenga, H. M. (2023). Raven’s Standard Progressive Matrices for Adolescents: A Case for a Shortened Version. Journal of Intelligence, 11(4). 10.3390/jintelligence11040072
  28. Kredlow, M. A., Capozzoli, M. C., Hearon, B. A., Calkins, A. W., & Otto, M. W. (2015). The effects of physical activity on sleep: a meta-analytic review. Journal of Behavioral Medicine, 38(3), 427449. 10.1007/s10865-015-9617-6
  29. Lampert, T., Kroll, L. E., Kuntz, B., & Hoebel, J. (2018). Health inequalities in Germany and in international comparison: trends and developments over time. Journal of Health Monitoring, 3(Suppl 1), 124. 10.17886/RKI-GBE-2018-036
  30. Langener, A. M., Kramer, A. W., van den Bos, W., & Huizenga, H. M. (2022). A shortened version of Raven’s standard progressive matrices for children and adolescents. British Journal of Developmental Psychology, 40(1), 3545. 10.1111/bjdp.12381
  31. Law, S. H., & Singh, N. (2014). Does too much finance harm economic growth? Journal of Banking and Finance, 41(1), 3644. 10.1016/j.jbankfin.2013.12.020
  32. Leech, R. M., McNaughton, S. A., & Timperio, A. (2014). The clustering of diet, physical activity and sedentary behavior in children and adolescents: A review. In International Journal of Behavioral Nutrition and Physical Activity (Vol. 11, Number 1). 10.1186/1479-5868-11-4
  33. Lestari, E., Siregar, A., Hidayat, A. K., & Yusuf, A. A. (2024). Stunting and its association with education and cognitive outcomes in adulthood: A longitudinal study in Indonesia. PLoS ONE, 19(5), 118. 10.1371/journal.pone.0295380
  34. Li, L., Yu, Q., Zhao, W., Herold, F., Cheval, B., Kong, Z., Li, J., Mueller, N., Kramer, A. F., Cui, J., Pan, H., Zhan, Z., Hui, M., & Zou, L. (2021). Physical activity and inhibitory control: The mediating role of sleep quality and sleep efficiency. Brain Sciences, 11(5). 10.3390/brainsci11050664
  35. Lopez-Fernandez, O., & Kuss, D. J. (2020). Preventing harmful internet use-related addiction problems in Europe: A literature review and policy options. International Journal of Environmental Research and Public Health, 17(11). 10.3390/ijerph17113797
  36. Lubans, D., Richards, J., Hillman, C., Faulkner, G., Beauchamp, M., Nilsson, M., Kelly, P., Smith, J., Raine, L., & Biddle, S. (2016). Physical activity for cognitive and mental health in youth: A systematic review of mechanisms. In Pediatrics (Vol. 138, Number 3). 10.1542/peds.2016-1642
  37. Mahendra, A. (2022). Active Healthy Kids Indonesia (Ahki) 2022 Indonesia Report Card On Physical Activity For Children And Adolescents. 47. https://activehealthykidsindonesia.org/en/
  38. Mora-Gonzalez, J., Esteban-Cornejo, I., Cadenas-Sanchez, C., Migueles, J. H., Molina-Garcia, P., Rodriguez-Ayllon, M., Henriksson, P., Pontifex, M. B., Catena, A., & Ortega, F. B. (2019). Physical Fitness, Physical Activity, and the Executive Function in Children with Overweight and Obesity. Journal of Pediatrics, 208, 5056.e1. 10.1016/j.jpeds.2018.12.028
  39. Nurdin, A. (2019). Implementasi Dana Kartu Jakarta Pintar (KJP) (Sebuah Analisis Kebijakan Pendidikan). Al Amin: Jurnal Kajian Ilmu Dan Budaya Islam, 2(1), 4962. 10.36670/alamin.v2i1.16
  40. Nurulfa, R., & Klavina, A. (2026). Problematic internet use and its relationship with motor proficiency among adolescents participating in extracurricular sports (a comparative study of Indonesia and Latvia). (February), 111. 10.3389/feduc.2026.1755129
  41. Nurulfa, R., Klavina, A., & Melczer, C. (2026). Associations Between Sports-Based After-School Activities, Cognitive Ability, Physical Health, Problematic Internet Use, Psychosocial Health, and Health-Related Behaviors Among Indonesian Adolescents. Journal of the Korean Academy of Child and Adolescent Psychiatry, 37(3), 151164. 10.5765/jkacap.260007
  42. Okely, A. D., Booth, M. L., & Patterson, J. W. (2001). Relationship of physical activity to fundamental movement skills among adolescents. Medicine and Science in Sports and Exercise, 33(11), 18991904. 10.1097/00005768-200111000-00015
  43. Okely, A. D., Kontsevaya, A., Ng, J., & Abdeta, C. (2021). 2020 WHO guidelines on physical activity and sedentary behavior. In Sports Medicine and Health Science (Vol. 3, Number 2, pp. 115118). 10.1016/j.smhs.2021.05.001
  44. Pearson, N., Sherar, L. B., & Hamer, M. (2019). Prevalence and Correlates of Meeting Sleep, Screen-Time, and Physical Activity Guidelines among Adolescents in the United Kingdom. In JAMA Pediatrics (Vol. 173, Number 10, pp. 993994). 10.1001/jamapediatrics.2019.2822
  45. Peerbhay, A., Miseer, P., & Lowton, K. (2025). Assessing sleep using the Pittsburgh Sleep Quality Index (PSQI) among comorbid HIV and psychiatric outpatients. South African Journal of Psychiatry, 31, 18. 10.4102/sajpsychiatry.v31i0.2366
  46. Pontes, H. M., & Macur, M. (2021). Problematic internet use profiles and psychosocial risk among adolescents. PLoS ONE, 16(9 September 2021). 10.1371/journal.pone.0257329
  47. Psaki, S. R., Seidman, J. C., Miller, M., Gottlieb, M., Bhutta, Z. A., Ahmed, T., Ahmed, A. M. S., Bessong, P., John, S. M., Kang, G., Kosek, M., Lima, A., Shrestha, P., Svensen, E., & Checkley, W. (2014). Measuring socioeconomic status in multicountry studies: Results from the eight-country MAL-ED study. Population Health Metrics, 12(1), 111. 10.1186/1478-7954-12-8
  48. Rachmi, C. N., Jusril, H., Ariawan, I., Beal, T., & Sutrisna, A. (2021). Eating behaviour of Indonesian adolescents: a systematic review of the literature. Public Health Nutrition, 24(Lmic), S84S97. 10.1017/S1368980020002876
  49. Ramdhani Dwi Cesario. (2025). Digital Policing of the Dittipidsiber Bareskrim Polri in Handling Online Gambling. International Journal of Latest Technology in Engineering Management & Applied Science, 14(2), 130143. 10.51583/IJLTEMAS.2025.14020016
  50. Ramos-Campo, D. J., & Clemente-Suárez, V. J. (2024). The Correlation between Motor Skill Proficiency and Academic Performance in High School Students. Behavioral Sciences, 14(7). 10.3390/bs14070592
  51. Raven, J. c. (2003). Raven Advanced Progressive Matrices Set I. 10.53841/bpstest.2003.spm
  52. Setyaningsih, I., Leksono, A. B. B., Muhrodji, P., Edyanto, A. S., & Vidyanti, A. (2021). Adolescents with internet gaming disorder are more likely to have lower score of cognitive function: A cross-sectional study among junior high school students in Yogyakarta, Indonesia. Open Access Macedonian Journal of Medical Sciences, 9, 11111116. 10.3889/oamjms.2021.6858
  53. Silva, A. F., Conte, D., & Clemente, F. M. (2020). Decision-making in youth team-sports players: A systematic review. International Journal of Environmental Research and Public Health, 17(11). 10.3390/ijerph17113803
  54. Şimşek, Y., & Tekgül, N. (2019). Sleep Quality in Adolescents in Relation to Age and Sleep-related Habitual and Environmental Factors. The Journal of Pediatric Research, 6(4), 307313. 10.4274/jpr.galenos.2019.86619
  55. Skandsen, A., Sand, L., Teicher, M. H., Heradstveit, O., & Bøe, T. (2023). Exposure to potentially traumatic events and PTSD symptomatology in Norwegian 11–13-year-olds: results from the Bergen Child Study. Child and Adolescent Psychiatry and Mental Health, 17(1). 10.1186/s13034-023-00578-y
  56. Spada, M. M., & Marino, C. (2017). Metacognitions and emotion regulation as predictors of problematic internet use in adolescents. Clinical Neuropsychiatry, 14(1), 5963. https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85014409282&origin=inward
  57. Spear, L. P. (2015). Adolescent alcohol exposure: Are there separable vulnerable periods within adolescence? In Physiology and Behavior (Vol. 148, pp. 122130). 10.1016/j.physbeh.2015.01.027
  58. Sundar, T. K. B., Løndal, K., Lagerløv, P., Galvin, K., & Helseth, S. (2018). Overweight adolescents’ views on physical activity – Experiences of participants in an internet-based intervention: A qualitative study. BMC Public Health, 18(1), 448. 10.1186/s12889-018-5324-x
  59. Throuvala, M. A., Griffiths, M. D., Rennoldson, M., & Kuss, D. J. (2018). School-based Prevention for Adolescent Internet Addiction: Prevention is the Key. A Systematic Literature Review. In Current Neuropharmacology (Vol. 17, Number 6, pp. 507525). 10.2174/1570159X16666180813153806
  60. Tong, P., & An, I. S. (2023). Review of studies applying Bronfenbrenner’s bioecological theory in international and intercultural education research. Frontiers in Psychology, 14. 10.3389/fpsyg.2023.1233925
  61. van den Eijnden, R. J. J. M., Geurts, S. M., Ter Bogt, T. F. M., van der Rijst, V. G., & Koning, I. M. (2021). Social media use and adolescents’ sleep: A longitudinal study on the protective role of parental rules regarding internet use before sleep. International Journal of Environmental Research and Public Health, 18(3), 113. 10.3390/ijerph18031346
  62. Voráčová, J., Badura, P., Hamrik, Z., Holubčíková, J., & Sigmund, E. (2018). Unhealthy eating habits and participation in organized leisure-time activities in Czech adolescents. European Journal of Pediatrics, 177(10), 15051513. 10.1007/s00431-018-3206-y
  63. Wahdi, A. E., Wilopo, S. A., & Erskine, H. E. (2023). The Prevalence of Adolescent Mental Disorders in Indonesia: An Analysis of Indonesia – National Mental Health Survey (I-NAMHS). Journal of Adolescent Health, 72(3), S70. 10.1016/j.jadohealth.2022.11.143
  64. Westerbeek, H., & Eime, R. (2021). The physical activity and sport participation framework—a policy model toward being physically active across the lifespan. Frontiers in Sports and Active Living, 3. 10.3389/fspor.2021.608593
  65. WHO. (2024). Physical activity Factsheet Indonesia. 3(PHYSICAL ACTIVITY PROFILE 2024 Physical). https://cdn.who.int/media/docs/default-source/searo/pa-factsheet2024/pa-factsheet-_indonesia2024.pdf?sfvrsn=87b811bd_3
  66. World Health Organization. (2020). Improving early childhood development: WHO guideline. In World Health Organization. https://www.urban.org/research/publication/improving-early-childhood-development-policies-and-practices
  67. Xu, F., Adams, S. K., Cohen, S. A., Earp, J. E., & Greaney, M. L. (2019). Relationship between physical activity, screen time, and sleep quantity and quality in US adolescents aged 16–19. International Journal of Environmental Research and Public Health, 16(9). 10.3390/ijerph16091524
  68. Zhu, Z., Tang, Y., Zhuang, J., Liu, Y., Wu, X., Cai, Y., Wang, L., Cao, Z. B., & Chen, P. (2019). Physical activity, screen viewing time, and overweight/obesity among Chinese children and adolescents: An update from the 2017 physical activity and fitness in China – The youth study. BMC Public Health, 19(1). 10.1186/s12889-019-6515-9
  69. Zou, R., Niu, G., Chen, W., Fan, C., Tian, Y., Sun, X., & Zhou, Z. (2018). Socioeconomic Inequality and Life Satisfaction in Late Childhood and Adolescence: A Moderated Mediation Model. Social Indicators Research, 136(1), 305318. 10.1007/s11205-016-1542-8
DOI: https://doi.org/10.5334/paah.567 | Journal eISSN: 2515-2270
Language: English
Page range: 117 - 134
Submitted on: Apr 10, 2026
Accepted on: Jun 22, 2026
Published on: Jul 24, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services

© 2026 Rizky Nurulfa, Aija Klavina, Csaba Melczer, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.