[HTML][HTML] Latent profile analysis: A review and “how to” guide of its application within vocational behavior research

D Spurk, A Hirschi, M Wang, D Valero…�- Journal of vocational�…, 2020 - Elsevier
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�…

Multilevel latent profile analysis with covariates: Identifying job characteristics profiles in hierarchical data as an example

A M�kikangas, A Tolvanen, K Aunola…�- Organizational�…, 2018 - journals.sagepub.com
Latent profile analysis (LPA) is a person-centered method commonly used in organizational
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�…

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�…

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�…

[PDF][PDF] tidyLPA: An R package to easily carry out latent profile analysis (LPA) using open-source or commercial software

JM Rosenberg, PN Beymer, DJ Anderson…�- Journal of Open�…, 2019 - joss.theoj.org
Researchers are often interested in identifying homogeneous subgroups within
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

B Cooper, N Eva, FZ Fazlelahi, A Newman…�- Journal of vocational�…, 2020 - Elsevier
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�…

Multiple-group analysis of similarity in latent profile solutions

AJS Morin, JP Meyer, J Creusier…�- Organizational�…, 2016 - journals.sagepub.com
Despite the increased popularity of person-centered analyses, no comprehensive approach
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

JY Tein, S Coxe, H Cham�- Structural equation modeling: a�…, 2013 - Taylor & Francis
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�…

Person-centered methods in vocational research

J Hofmans, B Wille, B Schreurs�- Journal of Vocational Behavior, 2020 - Elsevier
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�…