Latent Trajectories of Subjective Well-Being: An Application of Latent Growth Curve and Latent Class Growth Modeling [PDF]
International Journal of Contemporary Educational Research, 2023 This study proposed a three-stage measurement model utilizing the Latent Growth Curve Modeling and Latent Class Growth Analysis. The measurement model was illustrated using repeated data collected through a four-week prospective study tracking the ...
Esra Sozer-Boz, Nilüfer Kahraman
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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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Determining the Number of Latent Classes in Single- and Multiphase Growth Mixture Models [PDF]
Structural Equation Modeling: A Multidisciplinary Journal, 2014 Stage-sequential (or multiphase) growth mixture models are useful for delineating potentially different growth processes across multiple phases over time and for determining whether latent subgroups exist within a population. These models are increasingly important as social behavioral scientists are interested in better understanding change processes ...
Su-Young Kim
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Shyness in Chinese preschool children: a latent class growth model
Humanities & Social Sciences CommunicationsShyness is often linked to negative social adjustment, and children may exhibit various developmental patterns of social withdrawal behaviors at different stages.
Jingjing Zhu +5 more
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A Latent Class Growth Model for Migrants’ Remittances: An Application to the German Socio-Economic Panel [PDF]
Journal of the Royal Statistical Society Series A: Statistics in Society, 2019 SummaryWe propose a latent class mixture growth model with concomitant variables to study the time profiles of international remittances sent by first-generation migrants in Germany from 1996 to 2012. The latent class approach enables us to identify homogeneous subgroups of migrants associated with different trajectories for their remitting behaviour ...
Bacci S. +3 more
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Identification of Multivariate Responders and Non-Responders by using Bayesian Growth Curve Latent Class Models [PDF]
Journal of the Royal Statistical Society Series C: Applied Statistics, 2009 Summary We propose a multivariate growth curve mixture model that groups subjects on the basis of multiple symptoms measured repeatedly over time. Our model synthesizes features of two models. First, we follow Roy and Lin in relating the multiple symptoms at each time point to a single latent variable.
Benjamin E, Leiby +3 more
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Correction: Shyness in Chinese preschool children: a latent class growth model
Humanities & Social Sciences CommunicationsJingjing Zhu +5 more
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Development of Social Skills in Kindergarten: A Latent Class Growth Modeling Approach [PDF]
Children, 2021 Social skills acquired during early childhood are often the foundation for success later in life. Using a nationwide survey dataset in Japan, this study aims to explore the multiple growth trajectories of social skills among children in kindergarten by using a latent class growth modeling approach. It also examines whether, and to what extent, the home-
Yan-Tong Zhu +10 more
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Analysis of heterogeneous growth changes in longitudinal height of children
Journal of Health, Population and Nutrition, 2023 Background There have been methodologies developed for a wide range of longitudinal data types; nevertheless, the conventional growth study is restricted if individuals in the sample have heterogeneous growth trajectories across time.
Senahara Korsa Wake +2 more
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Latent Class Growth Modelling: A Tutorial [PDF]
Tutorials in Quantitative Methods for Psychology, 2009 The present work is an introduction to Latent Class Growth Modelling (LCGM). LCGM is a semi-parametric statistical technique used to analyze longitudinal data. It is used when the data follows a pattern of change in which both the strength and the direction of the relationship between the independent and dependent variables differ across cases.
Andruff, Heather +4 more
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