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

ABSTRACT: 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.

SUBMITTER: Fine SL

PROVIDER: S-EPMC9708939 | biostudies-literature | 2023 Oct

REPOSITORIES: biostudies-literature

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

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

Development and psychopathology 20220530 4

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 co ...[more]

PMID: 35635213

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Project description:BackgroundTo investigate ethnic differences in the protective effects of family income against youth social, emotional, and behavioral problems in the US. As proposed by the Marginalization-related Diminished Returns (MDRs), family income may generate fewer tangible outcomes for ethnic minority compared to NHW families. Our existing knowledge is minimal about diminished returns of family income on parental reports of youth social, emotional, and behavioral outcomes.AimTo compare ethnic groups for the effects of family income on parental reports of youth social, emotional, and behavioral problems.Materials and methodsIn this cross-sectional study, data from wave 1 of the Adolescent Brain Cognitive Development (ABCD) study were included. The ABCD, an ongoing national cohort of American youth brain development, included 10,762 American youth between ages 8 and 11 years old. The independent variable was family income. The primary outcomes were 1) anxious and depressed mood, 2) withdrawn and depressed affect, 3) somatic complaints, 4) social and interpersonal problems, 5) thought problems, 6) rule-breaking behaviors, 7) attention problems, and 8) violent and aggressive behaviors. These outcomes were generated based on parent-reported behavioral problems measured using the Child Behavior Checklist (CBCL).ResultsOverall, high family income was associated with lower levels of parental reports of youth social, emotional, and behavioral problems across all domains (p <0.05 for all beta coefficients across multivariable regression models). Ethnicity showed statistically significant interactions with family income on youth fewer social, emotional, and behavioral problems (all domains), net of all confounders (p <0.05 for all beta coefficients that reflected interaction terms across multivariable regression models), indicating smaller tangible gains from their family income for NHB and HW compared to NHW youth.ConclusionThe protective effects of family income against behavioral problems are systematically diminished for HW and NHB youth compared to NHW youth. To minimize the ethnic gap in youth social, behavioral, and emotional problems, diminished returns of family income should be addressed. There is a need for programs and interventions that equalize not only SES but also the marginal returns of SES for ethnic groups. Such efforts require addressing structural and societal barriers that hinder HW and NHB families from translating their SES resources into tangible outcomes. There is a need for studies that can minimize MDRs for NHB and HW families. Thus, SES can similarly secure tangible outcomes in the presence of SES resources.

Dataset Information

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

Publications

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

Similar Datasets

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