Contextualizing Socioeconomic Status Effects on Adolescent Brain Structure and Cognitive Skills: Evidence from the ABCD Study
Saved in:
| Title: | Contextualizing Socioeconomic Status Effects on Adolescent Brain Structure and Cognitive Skills: Evidence from the ABCD Study |
|---|---|
| Language: | English |
| Authors: | Analia Marzoratti (ORCID |
| Source: | Developmental Science. 2026 29(3). |
| Availability: | Wiley. Available from: John Wiley & Sons, Inc. 111 River Street, Hoboken, NJ 07030. Tel: 800-835-6770; e-mail: cs-journals@wiley.com; Web site: https://www.wiley.com/en-us |
| Peer Reviewed: | Y |
| Page Count: | 28 |
| Publication Date: | 2026 |
| Sponsoring Agency: | Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) (DHHS/NIH) |
| Contract Number: | R01HD100429 |
| Document Type: | Journal Articles Reports - Research |
| Descriptors: | Socioeconomic Status, Adolescents, Brain, Cognitive Development, Family Environment, Thinking Skills |
| DOI: | 10.1111/desc.70190 |
| ISSN: | 1363-755X 1467-7687 |
| Abstract: | Youths' socioeconomic status (SES) correlates with academic, cognitive, and neural outcomes, partly driven by influences on the developmental environment not captured by caregiver income and education alone. Leveraging Adolescent Brain Cognitive Development (ABCD) study data (M = 11.92 years; total n = 8,764), this study took an exploratory comparative approach, examining independent and interacting associations of SES indicators and home context qualities with neural structure and cognitive skills. Theory-driven analyses focused on the intraparietal sulcus (IPS), a key region for numerical and domain-general processing. Random forest regression (RFR) was used to evaluate results' brain-wide generalizability across 74 other cortical areas. Caregiver attentiveness and nightly sleep showed consistent positive associations with cognitive skills and IPS structure, respectively, controlling for SES and other home context factors. Interactions indicated that home learning emphasis and organization moderated SES associations with IPS morphology and cognitive skills. Data-driven analyses indicated that most associations identified with IPS morphology were moderate in strength rather than region-specific, with frontal and temporal cortical measures showing stronger links with SES. This work illustrates how data-driven approaches can complement theory-driven analyses by contextualizing the scope of theorized neural effects, an important check when modeling inherently complex developmental phenomena. Moreover, by directly comparing specific, potentially modifiable home context factors rather than focusing on SES indicators alone, such comparative approaches help clarify which factors may be most promising to prioritize in future intervention research. |
| Abstractor: | As Provided |
| Notes: | https://doi.org/10.15154/1523041 |
| Entry Date: | 2026 |
| Accession Number: | EJ1504573 |
| Database: | ERIC |
| Abstract: | Youths' socioeconomic status (SES) correlates with academic, cognitive, and neural outcomes, partly driven by influences on the developmental environment not captured by caregiver income and education alone. Leveraging Adolescent Brain Cognitive Development (ABCD) study data (M = 11.92 years; total n = 8,764), this study took an exploratory comparative approach, examining independent and interacting associations of SES indicators and home context qualities with neural structure and cognitive skills. Theory-driven analyses focused on the intraparietal sulcus (IPS), a key region for numerical and domain-general processing. Random forest regression (RFR) was used to evaluate results' brain-wide generalizability across 74 other cortical areas. Caregiver attentiveness and nightly sleep showed consistent positive associations with cognitive skills and IPS structure, respectively, controlling for SES and other home context factors. Interactions indicated that home learning emphasis and organization moderated SES associations with IPS morphology and cognitive skills. Data-driven analyses indicated that most associations identified with IPS morphology were moderate in strength rather than region-specific, with frontal and temporal cortical measures showing stronger links with SES. This work illustrates how data-driven approaches can complement theory-driven analyses by contextualizing the scope of theorized neural effects, an important check when modeling inherently complex developmental phenomena. Moreover, by directly comparing specific, potentially modifiable home context factors rather than focusing on SES indicators alone, such comparative approaches help clarify which factors may be most promising to prioritize in future intervention research. |
|---|---|
| ISSN: | 1363-755X 1467-7687 |
| DOI: | 10.1111/desc.70190 |
