Depression, Anxiety and Post-traumatic Growth Among Bereaved Adults: A Latent Class Analysis [PDF]
Frontiers in Psychology, 2021 BackgroundThe death of a loved one can trigger a range of responses, including painful thoughts and emotions, as well as positive changes, such as post-traumatic growth (PTG).
Jie Li +4 more
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Second Language Trajectories in Immigrant Children: Latent Class Growth Analysis [PDF]
Education SciencesThe present study aims to investigate whether there are different second language trajectories among immigrant children and what influences these trajectories.
Larissa Maria Troesch +3 more
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An Introduction to Latent Variable Mixture Modeling (Part 2): Longitudinal Latent Class Growth Analysis and Growth Mixture Models [PDF]
Journal of Pediatric Psychology, 2013 Pediatric psychologists are often interested in finding patterns in heterogeneous longitudinal data. Latent variable mixture modeling is an emerging statistical approach that models such heterogeneity by classifying individuals into unobserved groupings (latent classes) with similar (more homogenous) patterns.
Berlin, Kristoffer S. +2 more
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Evaluation of Analysis Approaches for Latent Class Analysis with Auxiliary Linear Growth Model [PDF]
Frontiers in Psychology, 2018 This study investigated the performance of three selected approaches to estimating a two-phase mixture model, where the first phase was a two-class latent class analysis model and the second phase was a linear growth model with four time points.
Akihito Kamata +3 more
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Unveiling covariate inclusion structures in economic growth regressions using latent class analysis [PDF]
European Economic Review, 2016 We propose the use of Latent Class Analysis methods to analyze the covariate inclusion patterns across specifications resulting from Bayesian model averaging exercises. Using Dirichlet Process clustering, we are able to identify and describe dependency structures among variables in terms of inclusion in the specifications that compose the model space ...
Crespo Cuaresma, J. +4 more
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Dietary patterns are associated with adolescent growth in China: a latent class analysis
Frontiers in NutritionBackgroundAdolescents’ growth and development are closely related to dietary patterns, yet evidence on the relationship between overall dietary patterns and adolescent growth in contemporary China is limited.
Bingxin Jin, Danyan An
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Longitudinal burnout-collaboration patterns in Japanese medical care workers at special needs schools: a latent class growth analysis [PDF]
Psychology Research and Behavior Management, 2016 Mieko Kanayama,1 Machiko Suzuki,1 Yoshikazu Yuma2 1Department of Human Health Sciences, Kyoto University Graduate School of Medicine, Kyoto, Japan; 2Department of Human Development Education, Graduate School of Education, Hyogo University of Teacher ...
Kanayama M, Suzuki M, Yuma Y
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The problem of latent class trajectory analysis in child growth and obesity research
Annals of Human Biology, 2023 William Johnson
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Application of Latent Class Growth Model to Longitudinal Analysis of Traffic Crashes
Transportation Research Record: Journal of the Transportation Research Board, 2011 One of the most important and meaningful tasks in traffic safety is to describe how traffic crash risk changes over time. Over the past 20 years, much work has been done about this task. The recent introduction of latent class models to analyze crash data has created a need to examine how these models could be used for longitudinal data analysis ...
Yichuan Peng, Dominique Lord
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Cancer MedicineImportance Pancreatic cancer patients face varying medical expenses at different stages of treatment, resulting in dynamic changes in their financial toxicity.
Li Xiaoxuan +7 more
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