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Latent Trajectories of Subjective Well-Being: An Application of Latent Growth Curve and Latent Class Growth Modeling

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
doaj   +2 more sources

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, Yusuf Kara, Chalie Patarapichayatham, Patrick Lan   +3 more
doaj   +3 more sources

Trajectories of Depressive Symptoms among Multicultural Adolescents in Korea: Longitudinal Analysis Using Latent Class Growth Model. [PDF]

Int J Environ Res Public Health, 2020
The purpose of this study was to investigate the trajectory of depressive symptoms in multicultural adolescents using longitudinal data, and to identify predictive factors related to depressive symptoms of multicultural adolescents using latent class analysis.
Song MK, Yoon JY, Kim E.
europepmc   +4 more sources

Provision of a liquefied petroleum gas cookstove and fuel during pregnancy and infancy and linear growth trajectories between birth and 12 months: Evidence from the multi-center Household Air Pollution Intervention Network (HAPIN) trial. [PDF]

PLOS Global Public Health
Exposure to particulate pollution from cooking with solid biomass fuels is associated with impaired child linear growth. We examined the effect of a liquefied petroleum gas (LPG) cookstove randomized controlled trial during pregnancy and infancy on ...
Kasthuri Sivalogan, Aryeh D Stein, Lisa M Thompson, Jiantong Wang, Anaite Diaz-Artiga, Vigneswari Aravindalochanan, Shirin Jabbarzadeh, Amy E Lovvorn, Florien Ndagijimana, Laura Nicolaou, Kendra N Williams, Kalpana Balakrishnan, Jennifer L Peel, William Checkley, Thomas Clasen, Sheela S Sinharoy, HAPIN investigators¶   +16 more
doaj   +2 more sources

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, Xiang Li, Dan-Dan Jiao, Emiko Tanaka, Etsuko Tomisaki, Taeko Watanabe, Yuko Sawada, Zhu Zhu, Ammara Ajmal, Munenori Matsumoto, Tokie Anme   +10 more
openaire   +3 more sources

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, Temesgen Zewotir, Essey Kebede Muluneh   +2 more
doaj   +1 more source

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, Carraro, Natasha, Thompson, Amanda, Gaudreau, Patrick, Louvet, Benoît   +4 more
openaire   +4 more sources

Trajectories of Posttraumatic Stress Symptoms Among Young Adults Exposed to a Typhoon: A Three-Wave Longitudinal Study

International Journal of Public Health, 2023
Objective: We used a latent class growth model to identify distinct PTSS trajectories and correlates of these trajectories among young adults who experienced Typhoon Hato, the strongest storm to strike China in the last 50 years.Methods: A longitudinal ...
Wei Shi, Brian J. Hall
doaj   +1 more source

Bayesian multivariate growth curve latent class models for mixed outcomes [PDF]

Statistics in Medicine, 2012
In many clinical studies, the disease of interest is multifaceted, and multiple outcomes are needed to adequately capture information about the characteristics of the disease or its severity. In the analysis of such diseases, it is often difficult to determine what constitutes improvement because of the multivariate nature of the outcome.
Leiby, Benjamin E., Ten Have, Thomas R., Lynch, Kevin G., Sammel, Mary D.   +3 more
openaire   +2 more sources

Identifying patterns of kinesiophobia trajectories among COPD patients: A longitudinal study

Nursing Open, 2023
Aim To determine differences in kinesiophobia levels among COPD patients at different time points 6 months after discharge；To identify potential subgroups of COPD patients who perceived different levels of kinesiophobia over time；and to evaluate ...
Facun Liang, Mengru Liu, Hui Han, Yunxin Ru, Yanru Yin, Chen Cheng, Meng Xue, Lifang Gu   +7 more
doaj   +1 more source