The application of latent class analysis for investigating population child mental health: A systematic review

KJ Petersen, P Qualter, N Humphrey - Frontiers in psychology, 2019 - frontiersin.org
… , studies that used latent class growth analysis to create classes of … out latent transition
analysis (a longitudinal extension to latent class analysis), providing they reported latent class

Introduction to latent class analysis with applications

M Porcu, F Giambona - The Journal of Early Adolescence, 2017 - journals.sagepub.com
… We provide an application of LCA to empirical data collected from a … a latent class model.
This article aims to describe and interpret results of LCA, allowing users to replicate the analysis

Identifying patterns of multimorbidity in older Americans: application of latent class analysis

HE Whitson, KS Johnson, R Sloane… - Journal of the …, 2016 - Wiley Online Library
… Surveys (self‐report) were used to assess chronic conditions, and latent class analysis (
LCA ) was used to define multimorbidity classes based on the presence or absence of 13 …

Empirically derived subgroups of self‐injurious thoughts and behavior: Application of latent class analysis

K Dhingra, D Boduszek… - Suicide and Life …, 2016 - Wiley Online Library
Latent class analysis was applied to the sample data to identify homogenous subtypes or
classes of self‐injurious thoughts and behavior ( SITB ) based on indicators indexing suicide …

Latent class analysis in PLS-SEM: A review and recommendations for future applications

M Sarstedt, L Radomir, OI Moisescu… - Journal of Business …, 2022 - Elsevier
latent class analyses for identifying and treating unobserved heterogeneity has also gained
momentum. Researchers have introduced various latent class … -PLS applications published …

[HTML][HTML] Patterns of multiple health risk–behaviours in university students and their association with mental health: application of latent class analysis

MY Kwan, KP Arbour-Nicitopoulos, E Duku… - Health promotion and …, 2016 - ncbi.nlm.nih.gov
Latent class analysis was used to identify patterning based on eight salient health-risk
behaviours (marijuana use, other illicit drug use, risky sex, smoking, binge drinking, poor diet, …

Application of latent class analysis in psychological research

JT ZHANG, C Jiao, MQ ZHANG - Advances in Psychological …, 2010 - journal.psych.ac.cn
Abstract: Latent class analysis is a statistical technique used to identify subtypes of related
cases. In the method, statistic model is built according to relationship between categorical …

Latent class analysis of complex sample survey data: application to dietary data

BH Patterson, CM Dayton… - Journal of the American …, 2002 - Taylor & Francis
… dietary data, latent class analysis (LCA), to … latent class estimation algorithm and by
accounting for the complex sample design through the use of jackknife standard errors. A two-class

Latent class analysis: a guide to best practice

BE Weller, NK Bowen… - Journal of black …, 2020 - journals.sagepub.com
… The application of LCA is an active area of research and continues to evolve. As more … ,
and provide an example of its application. Latent class analysis (LCA) is a statistical procedure …

Heterogeneity in activity-travel patterns of public transit users: an application of latent Class Analysis

R Rafiq, MG McNally - Transportation Research Part A: Policy and Practice, 2021 - Elsevier
… In contrast, this study used Latent Class Analysis (LCA) which allowed for the simultaneous
consideration of this relationship. To the best of our knowledge, no prior work has attempted …