Person-centered modeling: Techniques for studying associations between people rather than variables
The goal of person-centered methods is to identify subpopulations of individuals based on
within-group similarity of data relative to between-group variability. In this article, we provide …
within-group similarity of data relative to between-group variability. In this article, we provide …
Person-centered methodologies in the organizational sciences: Introduction to the feature topic
The 2011 Organizational Research Methods Feature Topic on latent class procedures has
helped to establish person-centered analyses as a method of choice in the organizational …
helped to establish person-centered analyses as a method of choice in the organizational …
[图书][B] Multilevel modeling using Mplus
H Finch, J Bolin - 2017 - taylorfrancis.com
This book is designed primarily for upper level undergraduate and graduate level students
taking a course in multilevel modelling and/or statistical modelling with a large multilevel …
taking a course in multilevel modelling and/or statistical modelling with a large multilevel …
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 …
Mixture modeling for organizational behavior research
AJS Morin, MJW McLarnon… - Handbook on the temporal …, 2020 - elgaronline.com
Describing, explaining, and predicting employee and work team behaviors, and
understanding how and why they may change and exhibit dynamicity over time, are central …
understanding how and why they may change and exhibit dynamicity over time, are central …
Visitors' motivations to engage in glacier tourism in the European Alps: comparison of six sites in France, Switzerland, and Austria
Glacier tourism is an important form of travel in the Alps that is currently threatened by
climate change. Previous studies have shown that glaciers are retreating worldwide, and …
climate change. Previous studies have shown that glaciers are retreating worldwide, and …
Recommendations on the sample sizes for multilevel latent class models
J Park, HT Yu - Educational and Psychological …, 2018 - journals.sagepub.com
A multilevel latent class model (MLCM) is a useful tool for analyzing data arising from
hierarchically nested structures. One important issue for MLCMs is determining the minimum …
hierarchically nested structures. One important issue for MLCMs is determining the minimum …
Revisiting the intricate interplay between aggression and preadolescents' school functioning: Longitudinal predictions and multilevel latent profiles.
This work refined the complex associations between aggression (aggressive behavior and
victimization) and school functioning in terms of school liking, interest, achievement, and …
victimization) and school functioning in terms of school liking, interest, achievement, and …
Profiles of Chinese preschoolers' academic and social–emotional development in relation to classroom quality: A multilevel latent profile approach
R Huang, I Siraj - Child Development, 2023 - Wiley Online Library
Linking classroom quality to separate domains of child development might neglect the
transactional interactions across developmental domains. This research utilized latent …
transactional interactions across developmental domains. This research utilized latent …
Go multivariate: recommendations on Bayesian multilevel hidden Markov models with categorical data
S Mildiner Moraga, E Aarts - Multivariate Behavioral Research, 2024 - Taylor & Francis
The multilevel hidden Markov model (MHMM) is a promising method to investigate intense
longitudinal data obtained within the social and behavioral sciences. The MHMM quantifies …
longitudinal data obtained within the social and behavioral sciences. The MHMM quantifies …