Use of latent class analysis as a method of assessing the physical activity level, sedentary behavior and nutritional habit in the adolescents' lifestyle: A scoping review

VPN Miranda, DR Coimbra, RR Bastos… - PloS one, 2021 - journals.plos.org
… to assess which variables are mostly used to represent the physical activity level, sedentary
behavior SB) and nutritional habit in the adolescentslifestyle in studies that used the LCA. …

[HTML][HTML] Activity-related typologies and longitudinal change in physical activity and sedentary time in children and adolescents: The UP&DOWN Study

K Parker, A Timperio, J Salmon, K Villanueva… - … of sport and health …, 2021 - Elsevier
… in physical activity and sedentary time among children and adolescents with different
baseline typologies of activity-… Latent class analyses identified typologies based on self-reported …

A latent transition analysis of physical activity and screen-based sedentary behavior from adolescence to young adulthood

K Parker, V Cleland, J Dollman, JD Gatta, J Hatt… - … and Physical Activity, 2022 - Springer
… according to activity-related behavior patterns. Transitions between typologies appeared
to be mainly driven by changes in physical activity, and not changes in screen-time sedentary

Moderate-To-Vigorous intensity physical activity and sedentary Behaviour across Childhood and Adolescence, and their combined relationship with obesity risk: a …

A Farooq, L Basterfield, AJ Adamson… - International Journal of …, 2021 - mdpi.com
… assessed moderate-vigorous intensity physical activity (MVPA) and sedentary behaviour (SB) …
to identify latent groups for MVPA and SB trajectories from childhood to adolescence and …

Patterns of Chinese adolescents' activity preferences: Predictors and associations with time spent on physical and sedentary activities

Z Ma, J He, T Lu - Children and Youth Services Review, 2021 - Elsevier
between adolescentsphysical activity and sedentary activity, for example, it was found that
children who preferred to be physicallybetween covariates and membership of the latent

Associations between physical activity and sedentary time profiles transitions and changes in well-being in youth: the UP&DOWN longitudinal study

D Sanchez-Oliva, I Esteban-Cornejo… - … of sport and exercise, 2020 - Elsevier
… the associations between latent transitions based on sedentary time and physical activity
levels … profile, and it demonstrated that the healthy lifestyle patterns of behaviors have a greater …

Associations of device-measured physical activity, sedentary behavior, and executive function in preadolescents: A latent profile approach

Y Zhu, F Sun, GCC Chow, S Tao… - … exercise science, 2022 - journals.humankinetics.com
… Purpose: This study investigated the associations between physical activity (PA), sedentary
behavior… PA and sedentary behavior were recorded for 7 consecutive days by accelerometer. …

Comparison of children's physical activity profiles before and after COVID-19 lockdowns: a latent profile analysis

R Salway, F de Vocht, L Emm-Collison, K Sansum… - Plos one, 2023 - journals.plos.org
youth sedentary behavior and physical activity daily patterns using latent class analysis
applied to accelerometry. International Journal of Behavioral Nutrition and Physical Activity 2016…

Identifying childhood movement profiles and tracking physical activity and sedentary time across 1 year

T Jaakkola, S Yli‐Piipari, DF Stodden… - Translational Sports …, 2020 - Wiley Online Library
… (within-cluster differences are minimized and between-cluster differences maximized). In the
current study, we used model-based method of the latent profile analysis (LPA) to overcome …

A systematic scoping review of latent class analysis applied to accelerometry-assessed physical activity and sedentary behavior

M Kebede, AG Howard, Y Ren, B Anuskiewicz, C Di… - Plos one, 2024 - journals.plos.org
Physical activity and sedentary behavior patterns were examined on various temporal scales
including by day of week [5, 13, 14], weekend vs weekday [16], hour-by-hour [20], weekly …