ReviewDevelopmental cognitive neuroscience2021
Adolescent Brain Cognitive Development (ABCD) study Linked External Data (LED): Protocol and practices for geocoding and assignment of environmental data.
Review in Developmental cognitive neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 105 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
105 citing papers in PubMed.
- Enriched neighborhood environments relate to episodic memory through prefrontal rather than medial temporal pathways during late childhood and early adolescence.Brain and environment · 2026Article
- Neighborhood disadvantage and cardiovascular health in early adolescents in the United States.American journal of preventive cardiology · 2026Article
- Outdoor Air Pollution, Perivascular Space Morphology, and Cognition in Preadolescence.Biological psychiatry global open science · 2026Article
- Multisystem Environmental Factors Elucidate Shared and Distinct Associations With Brain and Behavior in Adolescents.Journal of the American Academy of Child and Adolescent Psychiatry · 2026Article
- Prospective and cross-sectional associations of neighborhood socioeconomic disadvantage with drinking and heavy drinking in mid-adulthood in a US national cohort.Drug and alcohol dependence · 2026Article
- The Relationship between Air Pollution Exposure, Genetic Liability for Schizophrenia, and Brain Outcomes in the ABCD Study.Schizophrenia bulletin · 2026Article
- Strategies for collection, management, and release of data for multi-site longitudinal studies: Lessons from the ABCD Data Analysis, Informatics, & Resource Center.Developmental cognitive neuroscience · 2026Article
- Within- and between-study site variations in ambient air pollution exposure at ages 9-10 years in the Adolescent Brain Cognitive Development (ABCD) Study.Environmental epidemiology (Philadelphia, Pa.) · 2026Article
- Article
- Distinct spatial associations of adversity with hippocampal macro- and microstructure in early adolescence.bioRxiv : the preprint server for biology · 2026Article
- Weighted prevalence of biochemically verified substance use in healthy adolescents across the USA.Addiction (Abingdon, England) · 2026Article
- Neuroanatomical Subtypes of Callous-Unemotional Traits in a Community Sample of Youth.bioRxiv : the preprint server for biology · 2026Article
- 24-h Movement Behaviors and Incident Hypertension Among Adolescents: A Prospective Study From the ABCD Study.Scandinavian journal of medicine & science in sports · 2026Article
- Ambient pollution components and sources are associated with hippocampal architecture and memory in pre-adolescents.BMC medicine · 2026Article
- Neighborhood opportunity, white matter, and cognition in a large pediatric neuroimaging study.Translational psychiatry · 2026Article
- Mental health trajectory groups: Family income, neighborhood disadvantage, and role of the school environment.Journal of research on adolescence : the official journal of the Society for Research on Adolescence · 2026Article
- Associations between residential segregation, ambient air pollution, and hippocampal features in recent trauma survivors.Translational psychiatry · 2026Article
- Task-evoked functional connectivity exhibits novel and strengthened relationships with executive function relative to the resting state.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Neighborhood Quality and Screen Use: Findings From the Adolescent Brain Cognitive Development Study.Academic pediatrics · 2026Article
- Childhood Opportunity Index 2.0 and Cognition via the NIH Toolbox.Archives of clinical neuropsychology : the official journal of the National Academy of Neuropsychologists · 2026Article
45 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Funding
Abstract
Our brain is constantly shaped by our immediate environments, and while some effects are transient, some have long-term consequences. Therefore, it is critical to identify which environmental risks have evident and long-term impact on brain development. To expand our understanding of the environmental context of each child, the Adolescent Brain Cognitive Development (ABCD) Study® incorporates the use of geospatial location data to capture a range of individual, neighborhood, and state level data based on the child's residential location in order to elucidate the physical environmental contexts in which today's youth are growing up. We review the major considerations and types of geocoded information incorporated by the Linked External Data Environmental (LED) workgroup to expand on the built and natural environmental constructs in the existing and future ABCD Study data releases. Understanding the environmental context of each youth furthers the consortium's mission to understand factors that may influence individual differences in brain development, providing the opportunity to inform public policy and health organization guidelines for child and adolescent health.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.