Association of early life adversity with internalizing and externalizing behavior across 3 low- and middle-income countries

Abstract Background Early life adversity (ELA) is associated with increased internalizing and externalizing behavior in high-income cohorts. However, it is unclear whether these associations generalize to low- and middle-income countries (LMICs). We examined the association between ELA and internalizing and externalizing behaviors in children across three LMIC cohorts. Methods Data from three cohorts, the Brazilian High-Risk Cohort (BHRC; n = 1111), Sustainable Programme Incorporating Nutrition and Games (SPRING; n = 601), and Drakenstein Child Health Study (DCHS; n = 708) were pooled. Children (7–10 years) were assessed using the Strengths and Difficulties Questionnaire (SDQ). ELA was measured using a cumulative index. Ordinary Least Squares linear regression models were run to examine the associations of adversity with internalizing and externalizing behaviors while adjusting for child age, sex, and cohort, and to test interactions with child age, sex, and cohort. 2420 children (53.9% boys) were included in analyses. Results SDQ measurement invariance was not established across cohorts. ELA associations were strongest in BHRC (SDQ total: B = 6.78, p < .001; internalizing: B = 3.3, p < .001; externalizing: B = 3.48, p < .001), attenuated in SPRING (SDQ total: B = 1.54, p = .014; internalizing: B = 0.81, p < .001; externalizing: B = 0.73, p = .007), and not observed in DCHS (SDQ total: B = 0.12, p = .78; internalizing: B = -0.18, p = .42; externalizing: B = 0.3, p = .29). Interaction analyses indicated cohort heterogeneity and age-related effects, with inconsistent sex moderation across cohorts and outcomes. Conclusions In Global South cohorts, while there is an association between ELA and psychopathology, there are also important context-dependent differences across cohorts.

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Journal
Child and Adolescent Psychiatry and Mental Health
Published
2026-07-24
DOI
https://doi.org/10.1186/s13034-026-01139-9
Primary Topic
Child and Adolescent Psychosocial and Emotional Development
Type
article
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0.00

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article

Association of early life adversity with internalizing and externalizing behavior across 3 low- and middle-income countries

Nadia Hoffman, Sheri‐Michelle Koopowitz, Dan Joseph Stein, Giovanni Abrahão Salum et al.
Child and Adolescent Psychiatry and Mental Health
Child and Adolescent Psychosocial and Emotional Development
article

Association of early life adversity with internalizing and externalizing behavior across 3 low- and middle-income countries

Nadia Hoffman, Sheri‐Michelle Koopowitz, Dan Joseph Stein, Giovanni Abrahão Salum, Heather Joy Zar, Gauri Divan, Pedro Mário Pan, Richard Shadwell, Supriya Bhavnani
article en

Abstract

Abstract Background Early life adversity (ELA) is associated with increased internalizing and externalizing behavior in high-income cohorts. However, it is unclear whether these associations generalize to low- and middle-income countries (LMICs). We examined the association between ELA and internalizing and externalizing behaviors in children across three LMIC cohorts. Methods Data from three cohorts, the Brazilian High-Risk Cohort (BHRC; n = 1111), Sustainable Programme Incorporating Nutrition and Games (SPRING; n = 601), and Drakenstein Child Health Study (DCHS; n = 708) were pooled. Children (7–10 years) were assessed using the Strengths and Difficulties Questionnaire (SDQ). ELA was measured using a cumulative index. Ordinary Least Squares linear regression models were run to examine the associations of adversity with internalizing and externalizing behaviors while adjusting for child age, sex, and cohort, and to test interactions with child age, sex, and cohort. 2420 children (53.9% boys) were included in analyses. Results SDQ measurement invariance was not established across cohorts. ELA associations were strongest in BHRC (SDQ total: B = 6.78, p < .001; internalizing: B = 3.3, p < .001; externalizing: B = 3.48, p < .001), attenuated in SPRING (SDQ total: B = 1.54, p = .014; internalizing: B = 0.81, p < .001; externalizing: B = 0.73, p = .007), and not observed in DCHS (SDQ total: B = 0.12, p = .78; internalizing: B = -0.18, p = .42; externalizing: B = 0.3, p = .29). Interaction analyses indicated cohort heterogeneity and age-related effects, with inconsistent sex moderation across cohorts and outcomes. Conclusions In Global South cohorts, while there is an association between ELA and psychopathology, there are also important context-dependent differences across cohorts.

Child and Adolescent Psychiatry and Mental Health
South African Medical Research Council (ZA), Universidade Federal do Rio Grande do Sul (BR), University of Cape Town (ZA), Hospital de Clínicas de Porto Alegre (BR), Sangath (IN), Lung Institute (US), Child Mind Institute (US), Neuroscience Institute (IT), Red Cross War Memorial Children's Hospital (ZA)
Bill and Melinda Gates Foundation, Wellcome Trust, Fundação de Amparo à Pesquisa do Estado de São Paulo, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Ministério da Saúde, The Wellcome Trust DBT India Alliance, National Institutes of Health, Medical Research Council, European Research Council, Gates Family Foundation
Openalex Percentile: Top 100%
Child and Adolescent Psychosocial and Emotional Development
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