A latent class approach to understanding patterns of emotional and behavioral problems among early adolescents across four low- and middle-income countries.

Journal: Development and psychopathology

Volume: 35

Issue: 4

Year of Publication: 2023

Affiliated Institutions:  Department of Population, Family and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA. Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA. Department of Epidemiology and Biostatistics, Faculty of Medicine, Kinshasa School of Public Health, University of Kinshasa, Kinshasa, Democratic Republic of Congo. Center for Reproductive Health, Faculty of Medicine, University of Gadjah Mada, Yogyakarta, Indonesia. Center for Reproductive Health, College of Medicine, University of Malawi, Blantyre, Malawi. NHC Key Lab of Reproduction Regulation (Shanghai Institute for Biomedical and Pharmaceutical Technologies), Fudan University, Shanghai, China.

Abstract summary 

Early adolescents (ages 10-14) living in low- and middle-income countries have heightened vulnerability to psychosocial risks, but available evidence from these settings is limited. This study used data from the Global Early Adolescent Study to characterize prototypical patterns of emotional and behavioral problems among 10,437 early adolescents (51% female) living in the Democratic Republic of Congo (DRC), Malawi, Indonesia, and China, and explore the extent to which these patterns varied by country and sex. LCA was used to identify and classify patterns of emotional and behavioral problems separately by country. Within each country, measurement invariance by sex was evaluated. LCA supported a four-class solution in DRC, Malawi, and Indonesia, and a three-class solution in China. Across countries, early adolescents fell into the following subgroups: Well-Adjusted (40-62%), Emotional Problems (14-29%), Behavioral Problems (15-22%; not present in China), and Maladjusted (4-15%). Despite the consistency of these patterns, there were notable contextual differences. Further, tests of measurement invariance indicated that the prevalence and nature of these classes differed by sex. Findings can be used to support the tailoring of interventions targeting psychosocial adjustment, and suggest that such programs may have utility across diverse cross-national settings.

Authors & Co-authors:  Fine Shoshanna L SL Blum Robert W RW Bass Judith K JK Lulebo Aimée M AM Pinandari Anggriyani W AW Stones William W Wilopo Siswanto A SA Zuo Xiayun X Musci Rashelle J RJ

Study Outcome 

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Statistics
Citations :  Abbasi-Ghahramanloo A, Heshmat R, Safiri S, Esmaeil Motlagh M, Ardalan G, Mahdavi-Gorabi A, Asayesh H, Qorbani M, & Kelishadi R (2018). Risk-taking behaviors in Iranian children and adolescents: A latent class analysis approach: Caspian IV study. Journal of Research in Health Sciences, 18(4), e00428. 10.2147/NDT.S221858
Authors :  9
Identifiers
Doi : 10.1017/S0954579422000384
SSN : 1469-2198
Study Population
Male,Female
Mesh Terms
Humans
Other Terms
behavioral problems;early adolescents;emotional problems;latent class analysis;low- and middle-income countries;psychosocial development
Study Design
Study Approach
Country of Study
Democratic republic of Congo
Publication Country
United States