Family- and neighborhood-level environmental associations with physical health conditions in 9- and 10-year-olds.
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OBJECTIVE: To determine how environmental factors are associated with physical health conditions in 9- to 10-year-old participants in the Adolescent Brain Cognitive Development (ABCD) Study, and how they are moderated by family-level socioeconomic status (SES). METHOD: )] and their interaction with family-level SES (i.e., parent-reported annual household income). Environmental data were geocoded to participants' primary residential addresses at 9- to 10-year-olds. RESULTS: was positively associated with the odds of having overweight/obesity and reduced vigorous physical activity. Family-level SES moderated relationships between ADI and both underweight and overweight/obesity, with high SES being associated with more pronounced changes given increased ADI. CONCLUSIONS: Policymakers and public health officials must implement policies and remediation strategies to ensure children are free from exposure to neurotoxicant and environmental factors. Physical health conditions may be less of a product of an individual's choices and more related to environmental influences. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Greater neighborhood deprivation has been associated with adolescents' higher BMI 1 year later in studies using data from predominantly White samples.
“Greater neighborhood deprivation has also been associated with adolescents' higher BMI 1 year later in studies using data from predominantly White samples [25,26].”
From Intersections of Structural State-Level Racism and Neighborhood Deprivation on Nutrition and Obesity for Black Adolescents (2025) · cites this paper as [26]
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Environmental Influences using Linked External Data in ABCD: A Review of the First Decade
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Self-citationZundel, C. G., Jakubiec, A., Ely, S. L., Carpenter, C., Tamimi, R., Brokamp, C., Ryan, P., Strawn, J. R., Jovanović, T., & Marusak, H. A. (2026) · Biological Psychiatry Global Open Science · doi:10.1016/j.bpsgos.2026.100831
- Authors
- Marshall, A. T., Adise, S., Cardenas-Iniguez, C., Hippolyte, O. K., Parchment, C. A., Villalobos, T. I., Wong, L. T., Cisneros, C. P., Kan, E. C., Palmer, C. E., Bodison, S. C., Herting, M. M., & Sowell, E. R.
- Affiliations
- Children's Hospital Los Angeles (US)
- University of California San Diego (US)
- University of Florida (US)
- Corresponding author
- Marshall, Andrew T.
- ORCID
- Venue
- Health Psychology
- Published
- 2023-12
- Volume
- 42
- Issue
- 12
- Pages
- 878-888
- ISSN
- 0278-6133 (ISSN-L)
- 1930-7810
- PMC
- PMC10336174
- OpenAlex
- W4315705593
- Cited by
- 10
- References
- 86
- Citations by year
- 2026: 3 · 2025: 3 · 2024: 2 · 2023: 2
- FWCI
- 2.56
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Health Psychology (publishedVersion, other-oa)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health
- National Institute of Environmental Health Sciences (R01-ES032295; R01-ES031074)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Social Sciences › Sociology and Political Science › Environmental Justice and Health Disparities
- Social Sciences › Transportation › Urban Transport and Accessibility
- Keywords
- environmental exposure, neighborhood environment, family socioeconomic status, childhood obesity, childhood overweight, underweight, physical activity, neurotoxicants, environmental justice, child physical health, Adolescent Brain Cognitive Development Study
- MeSH terms
- Adolescent, Child, Cross-Sectional Studies, Humans, Lead, Obesity, Socioeconomic Factors, Thinness, Overweight, Particulate Matter
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