ERIC Number: EJ1365271
Record Type: Journal
Publication Date: 2023-Feb
Pages: 15
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0198-7429
EISSN: EISSN-2163-5307
Available Date: N/A
The Utility of Latent Class Analysis to Understand Heterogeneity in Youth Coping Strategies: A Methodological Introduction
Karen Nylund-Gibson; Adam C. Garber; Jay Singh; Melissa R. Witkow; Adrienne Nishina; Amy Bellmore
Behavioral Disorders, v48 n2 p106-120 Feb 2023
Latent class analysis (LCA) is a useful statistical approach for understanding heterogeneity in a population. This article provides a pedagogical introduction to LCA modeling and provides an example of its use to understand youths' daily coping strategies. The analytic procedures are outlined for choosing the number of classes and integration of the LCA variable within a structural equation model framework, specifically a latent class moderation model, and a detailed table provides a summary of relevant modeling steps. This applied example demonstrates the modeling context when the LCA variable is moderating the association between a covariate and two outcome variables. Results indicate that students' coping strategies moderate the association between social stress and negative mood; however, they do not moderate the social stress-positive mood association. Online supplemental materials include R (MplusAutomation) code to automate the enumeration procedure, ML three-step auxiliary variable integration, and the generation of figures for visually depicting LCA results.
Descriptors: Coping, Multivariate Analysis, High School Students, Student Behavior, Stress Variables, Psychological Patterns, Heterogeneous Grouping
SAGE Publications and Hammill Institute on Disabilities. 2455 Teller Road, Thousand Oaks, CA 91320. Tel: 800-818-7243; Tel: 805-499-9774; Fax: 800-583-2665; e-mail: journals@sagepub.com; Web site: https://sagepub-com.bibliotheek.ehb.be
Publication Type: Journal Articles; Reports - Descriptive
Education Level: High Schools; Secondary Education
Audience: N/A
Language: English
Sponsor: Institute of Education Sciences (ED)
Authoring Institution: N/A
IES Funded: Yes
Grant or Contract Numbers: R305A170559; R305A160157
Author Affiliations: N/A