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 adolescents’ lifestyle in studies that used the LCA. …
behavior SB) and nutritional habit in the adolescents’ lifestyle 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
… 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 …
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
… 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 …
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 …
… 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 …
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
… between adolescents’ physical activity and sedentary activity, for example, it was found that
children who preferred to be physically … between covariates and membership of the latent …
children who preferred to be physically … between 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 …
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
… Purpose: This study investigated the associations between physical activity (PA), sedentary
behavior… PA and sedentary behavior were recorded for 7 consecutive days by accelerometer. …
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
… youth sedentary behavior and physical activity daily patterns using latent class analysis
applied to accelerometry. International Journal of Behavioral Nutrition and Physical Activity 2016…
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
… (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 …
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 …
including by day of week [5, 13, 14], weekend vs weekday [16], hour-by-hour [20], weekly …