Application of latent class analysis to identify behavioral patterns of response to behavioral lifestyle interventions in overweight and obese adults

SL Fitzpatrick, JW Coughlin, LJ Appel, C Tyson… - International journal of …, 2015 - Springer
… is to demonstrate the use of latent class analysis to identify patterns of response to behavioral
lifestyle interventions based on adherence to diet and exercise recommendations. Method

Subgroups of lifestyle patterns among hypertension patients: a latent-class analysis

J Ghanbari, A Mohammadpoorasl, L Jahangiry… - BMC medical research …, 2018 - Springer
… Therefore, this study aims to identify latent classes of hypertensive patients’ lifestyle risk
factors based on the clustering of four modifiable lifestyle risk factors: eating, physical activity …

Evaluation of lifestyle of female adolescents through latent class analysis approach

VPN Miranda, PR dos Santos Amorim, RR Bastos… - BMC Public Health, 2019 - Springer
… the lifestyle of female adolescents, especially through the method of latent class analysis [10,
13]… Given the context above, the objective of this study is to assess the lifestyle of female …

[HTML][HTML] Modelling individual preferences for environmental policy drivers: Empirical evidence of Italian lifestyle changes using a latent class approach

E Valeri, V Gatta, D Teobaldelli, P Polidori… - … Science & Policy, 2016 - Elsevier
… policy drivers that entail changes in the respondents’ personal engagement/lifestyle. Moving
from the multinomial logit (MNL) model to a latent class (LC) modelling approach allowed to …

Lifestyle patterns and their nutritional, socio-demographic and psychological determinants in a community-based study: A mixed approach of latent class and factor …

M Vajdi, L Nikniaz, AM Pour Asl… - PLoS …, 2020 - journals.plos.org
lifestyle pattern as a latent variable [42]. The LCA is used to identify the latent classes and
… to the maximum probability of being in a class. The outcomes of LCA include the number of …

Longitudinal patterns of stages of change for exercise and lifestyle intervention outcomes: an application of latent class analysis with distal outcomes

L Jiang, S Chen, B Zhang, J Beals, CM Mitchell… - Prevention …, 2016 - Springer
… In reviewing the latent class compositions of various models, we found that two latent classes
in the four-class model had similar class profiles, whereas the two-class model seemed to …

Capturing changes in dietary patterns among older adults: a latent class analysis of an ageing Irish cohort

JM Harrington, DL Dahly, AP Fitzgerald… - Public health …, 2014 - cambridge.org
… that employed latent class modelling to explore dietary changes over time(29). Using latent
class modelling of multiple food-item intakes, we aimed to describe the change in dietary pat…

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 evaluate the adolescent’s lifestyle by LCA model. Specifically, physical inactivity and high
SB were the manifest variables with higher frequency in the negative latent classes (LCs) in …

Latent class analysis of lifestyle characteristics and health risk behaviors among college youth

MN Laska, KE Pasch, K Lust, M Story, E Ehlinger - Prevention science, 2009 - Springer
… To select the appropriate number of classes and maximize model fit, a two-class model was
… which specified an increasing number of latent classes (up to five classes). Given the known …

Status constraint and lifestyle transition: a latent class analysis of health-related lifestyles among different social strata in China

F Wang - The Journal of Chinese Sociology, 2019 - Springer
… a latent class analysis to better study how people combine these behaviors. To discover
whether there is a latent class … , this study uses the software Latent Gold 4.5 to apply multiple …