ArticleJAMA network open2022
Associations of Neighborhood Opportunity and Social Vulnerability With Trajectories of Childhood Body Mass Index and Obesity Among US Children.
Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03061890 (Developmental Impact of Neonatal Intensive Care Unit), which is not on this map. Cited by 81 papers, 1 of them a synthesis that pooled it.
What it found
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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.
Developmental Impact of Neonatal Intensive Care Unit (NICU) Exposures: Environmental Influences on Child Health Outcomes (ECHO)
Who cites it
81 citing papers in PubMed, 1 synthesis or guideline pooled it, 104 citations in OpenAlex.
- The Child Opportunity Index and Children's Health: A Meta-Analysis.Pediatrics · 2025Pooled it
- Long-Term Follow-up of Levonorgestrel Intrauterine Device for Atypical Hyperplasia and Early Endometrial Cancer Reveals Relapse Characterized by Immune Exhaustion.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024Trial
- The Association Between Socioeconomic Factors and the Clinical Course of Nonoperatively Treated Pediatric Scaphoid Fractures.Journal of the Pediatric Orthopaedic Society of North America · 2026Article
- Neighborhood-Level Variation in the Effectiveness of Intensive Health Behavior and Lifestyle Treatment for Pediatric Obesity.Obesity (Silver Spring, Md.) · 2026Article
- Familial health behavioral change in the context of adult treatment with obesity medications.Obesity pillars · 2026Article
- Longitudinal Associations of Neighborhood Food Access with Child Body Mass Index and Obesity.Childhood obesity (Print) · 2026Article
- Prenatal exposure to a mixture of non-persistent endocrine-disrupting chemicals and attention and hyperactivity symptoms in children in the ECHO cohort.Environment international · 2026Article
- Investments in Childhood Community Resources and Subsequent Adult Health Outcomes.JAMA network open · 2026Article
- Area Deprivation and Social Vulnerability Are Associated with Pediatric Vision Screening Outcomes in the University of California, Irvine EyeMobile Program.Eye (London, England) · 2026Article
- Geospatial Access to Pediatric Cardiac and Cardiac-Surgical Services by Neighborhood-Level Determinants of Health.Journal of the American Heart Association · 2026Article
- Child Opportunity Index and Prevalence of Obesity and Hypertension in Adolescents with Congenital Heart Disease.Pediatric cardiology · 2026Article
- Influence of Area Deprivation Index and Social Vulnerability Index on PROMIS Outcomes and MCID Achievement Following ACL Reconstruction.Orthopaedic journal of sports medicine · 2026Article
- Environmental Determinants of Pediatric Obesity: An Epidemiological Review.Epidemiologia (Basel, Switzerland) · 2026Review
- Joint and Independent Associations of Gestational Diabetes and Depression With Childhood Obesity.JAMA network open · 2026Article
- Practical Considerations for using Social Determinants of Health for Disease Prediction in All of Us.Research square · 2026Article
- Neighborhood-level deprivation measures in the United States: a scoping review and reference guide for investigators.BMC public health · 2026Article
- The association between four neighborhood disadvantage indices and child chronic health classifications.Pediatric research · 2026Article
- The child opportunity index and developmental outcomes in early childhood.Frontiers in public health · 2026Observational
- Practical considerations for social determinant-based disease prediction in the All of Us research program.Communications health · 2026Article
- Article
21 more citing papers are in PubMed but not listed here.
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Authors and funding
31 authors at 20 institutions in 2 countries.
Funding
Abstract
Importance: Physical and social neighborhood attributes may have implications for children's growth and development patterns. The extent to which these attributes are associated with body mass index (BMI) trajectories and obesity risk from childhood to adolescence remains understudied. Objective: To examine associations of neighborhood-level measures of opportunity and social vulnerability with trajectories of BMI and obesity risk from birth to adolescence. Design, Setting, and Participants: This cohort study used data from 54 cohorts (20 677 children) participating in the Environmental Influences on Child Health Outcomes (ECHO) program from January 1, 1995, to January 1, 2022. Participant inclusion required at least 1 geocoded residential address and anthropometric measure (taken at the same time or after the address date) from birth through adolescence. Data were analyzed from February 1 to June 30, 2022. Exposures: Census tract-level Child Opportunity Index (COI) and Social Vulnerability Index (SVI) linked to geocoded residential addresses at birth and in infancy (age range, 0.5-1.5 years), early childhood (age range, 2.0-4.8 years), and mid-childhood (age range, 5.0-9.8 years). Main Outcomes and Measures: BMI (calculated as weight in kilograms divided by length [if aged <2 years] or height in meters squared) and obesity (age- and sex-specific BMI ≥95th percentile). Based on nationwide distributions of the COI and SVI, Census tract rankings were grouped into 5 categories: very low (<20th percentile), low (20th percentile to <40th percentile), moderate (40th percentile to <60th percentile), high (60th percentile to <80th percentile), or very high (≥80th percentile) opportunity (COI) or vulnerability (SVI). Results: Among 20 677 children, 10 747 (52.0%) were male; 12 463 of 20 105 (62.0%) were White, and 16 036 of 20 333 (78.9%) were non-Hispanic. (Some data for race and ethnicity were missing.) Overall, 29.9% of children in the ECHO program resided in areas with the most advantageous characteristics. For example, at birth, 26.7% of children lived in areas with very high COI, and 25.3% lived in areas with very low SVI; in mid-childhood, 30.6% lived in areas with very high COI and 28.4% lived in areas with very low SVI. Linear mixed-effects models revealed that at every life stage, children who resided in areas with higher COI (vs very low COI) had lower mean BMI trajectories and lower risk of obesity from childhood to adolescence, independent of family sociodemographic and prenatal characteristics. For example, among children with obesity at age 10 years, the risk ratio was 0.21 (95% CI, 0.12-0.34) for very high COI at birth, 0.31 (95% CI, 0.20-0.51) for high COI at birth, 0.46 (95% CI, 0.28-0.74) for moderate COI at birth, and 0.53 (95% CI, 0.32-0.86) for low COI at birth. Similar patterns of findings were observed for children who resided in areas with lower SVI (vs very high SVI). For example, among children with obesity at age 10 years, the risk ratio was 0.17 (95% CI, 0.10-0.30) for very low SVI at birth, 0.20 (95% CI, 0.11-0.35) for low SVI at birth, 0.42 (95% CI, 0.24-0.75) for moderate SVI at birth, and 0.43 (95% CI, 0.24-0.76) for high SVI at birth. For both indices, effect estimates for mean BMI difference and obesity risk were larger at an older age of outcome measurement. In addition, exposure to COI or SVI at birth was associated with the most substantial difference in subsequent mean BMI and risk of obesity compared with exposure at later life stages. Conclusions and Relevance: In this cohort study, residing in higher-opportunity and lower-vulnerability neighborhoods in early life, especially at birth, was associated with a lower mean BMI trajectory and a lower risk of obesity from childhood to adolescence. Future research should clarify whether initiatives or policies that alter specific components of neighborhood environment would be beneficial in preventing excess weight in children.
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