[HTML][HTML] Latent profile analysis: A review and “how to” guide of its application within vocational behavior research
Latent profile analysis (LPA) is a categorical latent variable approach that focuses on
identifying latent subpopulations within a population based on a certain set of variables. LPA�…
identifying latent subpopulations within a population based on a certain set of variables. LPA�…
Multilevel latent profile analysis with covariates: Identifying job characteristics profiles in hierarchical data as an example
Latent profile analysis (LPA) is a person-centered method commonly used in organizational
research to identify homogeneous subpopulations of employees within a heterogeneous�…
research to identify homogeneous subpopulations of employees within a heterogeneous�…
Finding latent groups in observed data: A primer on latent profile analysis in Mplus for applied researchers
SL Ferguson, EW G. Moore…�- International Journal of�…, 2020 - journals.sagepub.com
The present guide provides a practical guide to conducting latent profile analysis (LPA) in
the Mplus software system. This guide is intended for researchers familiar with some latent�…
the Mplus software system. This guide is intended for researchers familiar with some latent�…
A primer to latent profile and latent class analysis
J Bauer�- Methods for researching professional learning and�…, 2022 - Springer
This chapter gives an applied introduction to latent profile and latent class analysis
(LPA/LCA). LPA/LCA are model-based methods for clustering individuals in unobserved�…
(LPA/LCA). LPA/LCA are model-based methods for clustering individuals in unobserved�…
Latent class analysis and latent profile analysis
GA Williams, F Kibowski�- Handbook of methodological�…, 2016 - books.google.com
L atent class analysis (LCA) and latent profile analysis (LPA) are powerful techniques that
enable researchers to glean insights into “hidden” psychological experiences to create�…
enable researchers to glean insights into “hidden” psychological experiences to create�…
[PDF][PDF] tidyLPA: An R package to easily carry out latent profile analysis (LPA) using open-source or commercial software
Researchers are often interested in identifying homogeneous subgroups within
heterogeneous samples on the basis of a set of measures, such as profiles of individuals'�…
heterogeneous samples on the basis of a set of measures, such as profiles of individuals'�…
Addressing common method variance and endogeneity in vocational behavior research: A review of the literature and suggestions for future research
For various reasons, research on vocational behavior often has to rely on self-report
measures. Although it is well known that the exclusive use of self-report measures in a given�…
measures. Although it is well known that the exclusive use of self-report measures in a given�…
Multiple-group analysis of similarity in latent profile solutions
Despite the increased popularity of person-centered analyses, no comprehensive approach
exists to guide the systematic investigation of the similarity (or generalizability) of latent�…
exists to guide the systematic investigation of the similarity (or generalizability) of latent�…
Statistical power to detect the correct number of classes in latent profile analysis
Little research has examined factors influencing statistical power to detect the correct
number of latent classes using latent profile analysis (LPA). This simulation study examined�…
number of latent classes using latent profile analysis (LPA). This simulation study examined�…
Person-centered methods in vocational research
The vast majority of vocational research adopts a variable-centered approach. Implicit in this
approach is the assumption that the population under study is homogeneous, and that�…
approach is the assumption that the population under study is homogeneous, and that�…