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 …
The application of latent class analysis for investigating population child mental health: A systematic review
Background: Latent class analysis (LCA) can be used to identify subgroups of children with
similar patterns of mental health symptoms and/or strengths. The method is becoming more …
similar patterns of mental health symptoms and/or strengths. The method is becoming more …
Latent class analysis: a guide to best practice
Latent class analysis (LCA) is a statistical procedure used to identify qualitatively different
subgroups within populations who often share certain outward characteristics. The …
subgroups within populations who often share certain outward characteristics. The …
Rethinking some of the rethinking of partial least squares
Purpose Partial least squares structural equation modeling (PLS-SEM) is an important
statistical technique in the toolbox of methods that researchers in marketing and other social …
statistical technique in the toolbox of methods that researchers in marketing and other social …
Ten frequently asked questions about latent class analysis.
Latent class analysis (LCA) is a statistical method used to identify unobserved subgroups in
a population with a chosen set of indicators. Given the increasing popularity of LCA, our aim …
a population with a chosen set of indicators. Given the increasing popularity of LCA, our aim …
[HTML][HTML] Profiling teachers' readiness for online teaching and learning in higher education: Who's ready?
The COVID-19 pandemic has forced a shift to online teaching and learning (OTL) in colleges
and universities across the globe, requiring teachers to adapt their teaching in a very short …
and universities across the globe, requiring teachers to adapt their teaching in a very short …
[HTML][HTML] Teachers' agency and online education in times of crisis
This study examines academic teachers' agency and emergency responses, prompted by
the physical closure of universities and university colleges due to the COVID-19 crisis. The …
the physical closure of universities and university colleges due to the COVID-19 crisis. The …
Finding latent groups in observed data: A primer on latent profile analysis in Mplus for applied researchers
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 …
Ready, set, go! Profiling teachers' readiness for online teaching in secondary education
In a very short time, secondary school education across the globe transitioned to online
learning and teaching, in response to the Covid-19 pandemic. This study aims at identifying …
learning and teaching, in response to the Covid-19 pandemic. This study aims at identifying …
[BOOK][B] An introduction to multilevel modeling techniques: MLM and SEM approaches
Multilevel modelling is a data analysis method that is frequently used to investigate
hierarchal data structures in educational, behavioural, health, and social sciences …
hierarchal data structures in educational, behavioural, health, and social sciences …