Biddle SJH, Ciaccioni S, Thomas G, Vergeer I. Physical activity and mental health in children and adolescents: an updated review of reviews and an analysis of causality. Psychol Sport Exerc. 2019;42:146–55.
Matias TS, Lopes MVV, de Mello GT, Silva KS. Clustering of obesogenic behaviors and association with body image among Brazilian adolescents in the national school-based health survey (PeNSE 2015). Preventive Medicine Reports. 2019;16: 101000.
Boone-Heinonen J, Gordon-Larsen P, Adair LS. Obesogenic Clusters: Multidimensional Adolescent Obesity-related Behaviors in the U.S. Ann Behav Med. 2008;36:217–30.
Yi X, Liu Z, Qiao W, Xie X, Yi N, Dong X, et al. Clustering effects of health risk behavior on mental health and physical activity in Chinese adolescents. Health Qual Life Outcomes. 2020;18:211.
Werneck AO, Collings PJ, Barboza LL, Stubbs B, Silva DR. Associations of sedentary behaviors and physical activity with social isolation in 100,839 school students: the Brazilian scholar health survey. Gen Hosp Psychiatry. 2019;59:7–13.
Hoare E, Skouteris H, Fuller-Tyszkiewicz M, Millar L, Allender S. Associations between obesogenic risk factors and depression among adolescents: a systematic review: obesogenic risk and depression: a review. Obes Rev. 2014;15:40–51.
Leech RM, McNaughton SA, Timperio A. The clustering of diet, physical activity and sedentary behavior in children and adolescents: a review. Int J Behav Nutr Phys Act. 2014;11:4.
Matias TS, Silva KS, da Silva JA, de Mello GT, Salmon J. Clustering of diet, physical activity and sedentary behavior among Brazilian adolescents in the national school - based health survey (PeNSE 2015). BMC Public Health. 2018;18:1283.
Hoare E, Milton K, Foster C, Allender S. The associations between sedentary behaviour and mental health among adolescents: a systematic review. Int J Behav Nutr Phys Act. 2016;13:108.
Padial-Ruz R, González-Campos G, Zurita-Ortega F, Puga-González ME. Associations between feelings of loneliness and attitudes towards physical education in contemporary adolescents according to sex, and physical activity engagement. IJERPH. 2020;17:5525.
Iannotti RJ, Wang J. Patterns of Physical Activity, Sedentary Behavior, and Diet in U.S. Adolescents. J Adolesc Health. 2013;53:280–6.
Matias TS, Bacil EDA, Viero V dos SF, Vieira YP, da Silva LS, Sá AM, do Amaral CS, Cavazzotto TG. Clustering of Obesogenic Behaviors Associated With Bullying Roles Among 100,794 Adolescents. J Interpers Violence. 2022;0(0). https://doi.org/10.1177/08862605221132785.
Gasparini L, Cruces G, Tornarolli L. Recent trends in income inequality in Latin America. Economía. 2011;11:147–90.
Brazilian Institute of Geography and Statistics. National School-Based Health Survey 2015. Rio de Janeiro: IBGE; 2016.
Liberali R, Del Castanhel F, Kupek E, de Assis MAA. Latent class analysis of lifestyle risk factors and association with overweight and/or obesity in children and adolescents: systematic review. Child Obes. 2021;17:2–15.
de Mello GT, Lopes MVV, Minatto G, da Costa RM, Matias TS, Guerra PH, et al. Clustering of physical activity, diet and sedentary behavior among youth from low-, middle-, and high-income countries: a scoping review. IJERPH. 2021;18:10924.
Ferrar K, Chang C, Li M, Olds TS. Adolescent time use clusters: a systematic review. J Adolesc Health. 2013;52:259–70.
Fitzpatrick C, Burkhalter R, Asbridge M. Adolescent media use and its association to wellbeing in a Canadian national sample. Preventive Medicine Reports. 2019;14: 100867.
Waasdorp TE, Mehari K, Bradshaw CP. Obese and overweight youth: risk for experiencing bullying victimization and internalizing symptoms. Am J Orthopsychiatry. 2018;88:483–91.