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Concordance and Discordance in the Geographic Distribution of Childhood Obesity and Pediatric Type 2 Diabetes in New York City
- Source :
- Acad Pediatr
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- Objective: s rates of childhood obesity and pediatric type 2 diabetes (T2D) increase, a better understanding is needed of how these two conditions relate, and which subgroups of children are more likely to develop diabetes with and without obesity. Methods: To compare hotspots of childhood obesity and pediatric T2D in New York City, we performed geospatial clustering analyses on obesity estimates obtained from surveys of school-aged children and diabetes estimates obtained from healthcare claims data, from 2009-2013. Analyses were performed at the Census tract level. We then used multivariable regression analysis to identify sociodemographic and environmental factors associated with these hotspots. Results: We identified obesity hotspots in Census tracts with a higher proportion of Black or Hispanic residents, with low median household income, or located in a food swamp. 51.1% of pediatric T2D hotspots overlapped with obesity hotspots. For pediatric T2D, hotspots were identified in Census tracts with a higher proportion of Black residents and a lower proportion of Hispanic residents. Conclusions: Non-Hispanic Black neighborhoods had a higher probability of being hotspots of both childhood obesity and pediatric type 2 diabetes. However, we identified a discordance between hotspots of childhood obesity and pediatric diabetes in Hispanic neighborhoods, suggesting either under-detection or under-diagnosis of diabetes, or that obesity may influence diabetes risk differently in these two populations. These findings warrant further investigation of the relationship between childhood obesity and pediatric diabetes among different racial and ethnic groups, and may help guide pediatric public health interventions to specific neighborhoods.
- Subjects :
- Male
Pediatric Obesity
Diabetes risk
Adolescent
Concordance
Ethnic group
Type 2 diabetes
Article
Childhood obesity
Young Adult
03 medical and health sciences
0302 clinical medicine
030225 pediatrics
Diabetes mellitus
Cluster Analysis
Humans
Medicine
030212 general & internal medicine
Child
Spatial Analysis
Geography
business.industry
Hispanic or Latino
medicine.disease
Obesity
Black or African American
Diabetes Mellitus, Type 2
Child, Preschool
Pediatrics, Perinatology and Child Health
Household income
Female
New York City
business
Demography
Subjects
Details
- ISSN :
- 18762859
- Volume :
- 20
- Database :
- OpenAIRE
- Journal :
- Academic Pediatrics
- Accession number :
- edsair.doi.dedup.....6f83c15b7a08c061240922dadb74f177
- Full Text :
- https://doi.org/10.1016/j.acap.2020.03.012