Latent class analysis of physical activity, screen time and sleep: Association with obesity in youth

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Vydáno v:Journal of Physical Education and Sport vol. 25, no. 4 (Apr 2025), p. 884-893
Hlavní autor: Cardoso, Darley Severino
Další autoři: Almeida, Rodrigo Da Silva, Da Silva, Thais Maria, Freitas, Eylla Cristina Vieira, Feitosa, Samanta Barbosa, Mijarra-Murillo, Juan-Jose, De Lima, Maria Mylena Aguiar, Junior, Rildo De Souza Wanderley, Morena, Jose Manuel Delfa De La, De Barros, Mauro Virgilio Gomes, Hardman, Carla Meneses, Queiroz, Daniel Da Rocha
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Universitatea din Pitesti
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024 7 |a 10.7752/jpes.2025.04096  |2 doi 
035 |a 3229930755 
045 2 |b d20250401  |b d20250430 
084 |a 164144  |2 nlm 
100 1 |a Cardoso, Darley Severino  |u Postgraduate Program in Physical Education, Federal University of Pernambuco, Pernambuco, BRAZIL. 
245 1 |a Latent class analysis of physical activity, screen time and sleep: Association with obesity in youth 
260 |b Universitatea din Pitesti  |c Apr 2025 
513 |a Journal Article 
520 3 |a Obesity is a major public health concern, that has demonstrated a considerable global increase in recent years, including in low and middle-income countries. However, there are still gaps in the literature regarding the combined influence of physical activity, screen time, and sleep on obesity in young people, particularly during the transition phase from adolescence to adulthood. This study aimed to identify latent classes based on physical activity, screen time, and sleep behaviors among youths and analyze the association of these behavioral clusters with obesity. This is a cross-sectional study, conducted as part of a school-based epidemiological survey with state-wide coverage, involving 2,925 young people aged 14 to 19 years. Information was obtained using a translated, self-administered, and previously tested version of the Global School-Based Student Health Survey (GSHS). Binary logistic regression was performed to analyze the association between the cluster of physical activity, screen time, and sleep behaviors with obesity. In total, 13.3% of the young people were obese,31.1% reported being active per week, 35.5% had low screen time per day, and 38.3% had adequate nighttime sleep. It is concluded that there was no association between the clusters of physical activity, screen time, and sleep behaviors with obesity in the analysis for the total sample and in the analyses stratified by sex. 
651 4 |a Brazil 
653 |a Child development 
653 |a Exercise 
653 |a Students 
653 |a Sleep 
653 |a Health surveys 
653 |a Epidemiology 
653 |a Chronic illnesses 
653 |a Health promotion 
653 |a Developing countries--LDCs 
653 |a Sedentary behavior 
653 |a Adolescence 
653 |a Screen time 
653 |a Schools 
653 |a Obesity 
653 |a Public health 
653 |a Overweight 
653 |a Children & youth 
653 |a Cluster analysis 
653 |a Latent class analysis 
653 |a Adults 
653 |a Teenagers 
653 |a Multivariate Analysis 
653 |a Social Change 
653 |a Child Health 
653 |a World Problems 
653 |a State Surveys 
653 |a Communicable Diseases 
653 |a Behavior Patterns 
653 |a Time 
653 |a Early Adolescents 
653 |a Chronic Illness 
653 |a Student Surveys 
653 |a Psychological Patterns 
653 |a Student Participation 
653 |a Mathematical Formulas 
653 |a Health Behavior 
653 |a Behavior Change 
653 |a Mental Disorders 
653 |a Youth 
700 1 |a Almeida, Rodrigo Da Silva  |u Department of Physical Education, Federal University of Pernambuco, Pernambuco, BRAZIL. 
700 1 |a Da Silva, Thais Maria  |u Postgraduate Program in Physical Education, Higher School of Physical Education, University of Pernambuco, Pernambuco, BRAZIL. 
700 1 |a Freitas, Eylla Cristina Vieira  |u Department of Physical Education, Federal University of Pernambuco, Pernambuco, BRAZIL. 
700 1 |a Feitosa, Samanta Barbosa  |u Postgraduate Program in Physical Education, Federal University of Pernambuco, Pernambuco, BRAZIL. 
700 1 |a Mijarra-Murillo, Juan-Jose 
700 1 |a De Lima, Maria Mylena Aguiar 
700 1 |a Junior, Rildo De Souza Wanderley 
700 1 |a Morena, Jose Manuel Delfa De La 
700 1 |a De Barros, Mauro Virgilio Gomes 
700 1 |a Hardman, Carla Meneses 
700 1 |a Queiroz, Daniel Da Rocha 
773 0 |t Journal of Physical Education and Sport  |g vol. 25, no. 4 (Apr 2025), p. 884-893 
786 0 |d ProQuest  |t Consumer Health Database 
856 4 1 |3 Citation/Abstract  |u https://www.proquest.com/docview/3229930755/abstract/embedded/7BTGNMKEMPT1V9Z2?source=fedsrch 
856 4 0 |3 Full Text  |u https://www.proquest.com/docview/3229930755/fulltext/embedded/7BTGNMKEMPT1V9Z2?source=fedsrch 
856 4 0 |3 Full Text - PDF  |u https://www.proquest.com/docview/3229930755/fulltextPDF/embedded/7BTGNMKEMPT1V9Z2?source=fedsrch