ArticleJAMA network open2022
Association of Neighborhood Resources and Race and Ethnicity With Readmissions for Diabetic Ketoacidosis at US Children's Hospitals.
Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
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Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it, 32 citations in OpenAlex.
- The Child Opportunity Index and Children's Health: A Meta-Analysis.Pediatrics · 2025Pooled it
- Adverse Social Determinants of Health in Children with Newly Diagnosed Type 1 Diabetes: A Potential Role for Community Health Workers.Pediatric diabetes · 2024Trial
- Differences in antibiotic treatment for children hospitalized with pneumonia.Journal of hospital medicine · 2026Article
- Exploring the role of green space in mitigating childhood opportunity across the U.S.Scientific reports · 2025Article
- Association between bipolar disorder and diabetic ketoacidosis/hyperosmolar hyperglycemic state.Scientific reports · 2025Article
- Identifying Active Ingredients of the Association Between Neighborhood Disadvantage and Disordered Eating in Youth.The International journal of eating disorders · 2025Article
- Child Opportunity Index: Does It Foretell Future Glycemic Control and Health Care Utilization in Youth With Type 1 or Type 2 Diabetes?Clinical diabetes : a publication of the American Diabetes Association · 2025Article
- Article
- Child Opportunity Index and clinical characteristics at diabetes diagnosis in youth: type 1 diabetes versus type 2 diabetes.BMJ open diabetes research & care · 2024Article
- Neighborhood Conditions and Resources in Mid-Childhood and Dampness and Pests at Home in Adolescence.The Journal of pediatrics · 2023Article
- Racial Disparities in Diabetes Technology Adoption and Their Association with HbA1c and Diabetic Ketoacidosis.Diabetes, metabolic syndrome and obesity : targets and therapy · 2023Article
- Association of Neighborhood Conditions and Resources for Children With Life Expectancy at Birth in the US.JAMA network open · 2022Article
- Place-Based Opportunity and Well Child Visit Attendance in Early Childhood.Academic pediatricsArticle
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Authors and funding
9 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: The Child Opportunity Index 2.0 (COI) assesses neighborhood resources and conditions that influence health. It is unclear whether the COI scores are associated with health outcomes by race and ethnicity among children with type 1 diabetes (T1D). Objective: To determine whether COI categories are associated with diabetes-related outcomes by race and ethnicity, including readmissions for diabetic ketoacidosis (DKA) and co-occurring acute kidney injury (AKI) or cerebral edema (CE). Design, Setting, and Participants: This cross-sectional study included children discharged with a primary diagnosis of T1D with DKA between January 1, 2009, and December 31, 2018. Merged data were obtained from the Pediatric Health Information System and COI. Participants included children and adolescents younger than 21 years with an encounter for DKA. Data were analyzed from April 29, 2021, to January 5, 2022. Exposures: Neighborhood opportunity, measured with the COI as an ordered, categorical score (where a higher score indicates more opportunity), and race and ethnicity. Main Outcomes and Measures: The primary outcome was readmission for DKA within 30 and 365 days from an index visit. Secondary outcomes included the proportion of encounters with AKI or CE. Mixed-effects logistic regression was used to generate probabilities of readmission, AKI, and CE for each quintile of COI category by race and ethnicity. Results: A total of 72 726 patient encounters were identified, including 38 924 (53.5%) for girls; the median patient age was 13 (IQR, 9-15) years. In terms of race and ethnicity, 600 (0.8%) of the encounters occurred in Asian patients, 9969 (13.7%) occurred in Hispanic patients, 16 876 (23.2%) occurred in non-Hispanic Black (hereinafter Black) patients, 40 129 (55.2%) occurred in non-Hispanic White (hereinafter White) patients, and 5152 (7.1%) occurred in patients of other race or ethnicity. The probability of readmission within 365 days was significantly higher among Black children with a very low COI category compared with Hispanic children (risk difference, 7.8 [95% CI, 6.0-9.6] percentage points) and White children (risk difference, 7.5 [95% CI, 5.9-9.1] percentage points) at the same COI category. Similar differences were seen for children with very high COI scores and across racial groups. The COI category was not associated with AKI or CE. However, race and ethnicity constituted a significant factor associated with AKI across all COI categories. The probability of AKI was 6.8% among Black children compared with 4.2% among Hispanic children (risk difference, 2.5 [95% CI, 1.7-3.3] percentage points) and 4.8% among White children (risk difference, 2.0 [95% CI, 1.3-2.6] percentage points). Conclusions and Relevance: These results suggest that Black children with T1D experience disparities in health outcomes compared with other racial and ethnic groups with similar COI categories. Measures to prevent readmissions for DKA should include interventions that target racial disparities and community factors.
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