Evidence map›Paper›PMID 41877149›Full record

ArticleBMC public health2026

The intersection of place and health: examining the association of social determinants of health and diabetes in children and adolescents in Florida.

Andres Manrique, Aokun Chen, Chengrong Wang, Kathryn Rohlwing, Piaopiao Li, Jingchuan Serena Guo, Elizabeth A Shenkman, Hui Shao, Jiang Bian, Yi Guo

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Andres ManriqueDepartment of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, 32611, USA.
Aokun ChenDepartment of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, 32611, USA.
Chengrong WangDepartment of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, 32611, USA.
Kathryn RohlwingDepartment of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, 32611, USA.
Piaopiao LiDepartment of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, USA.
Jingchuan Serena GuoDepartment of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, USA.
Elizabeth A ShenkmanDepartment of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, 32611, USA.
Hui ShaoHubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
Jiang BianDepartment of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, 32611, USA.
Yi GuoDepartment of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, 32611, USA. yiguo@ufl.edu.

Funding

Disparities of Alzheimer's disease progression in Sexual Minority IndividualsR01AG080624 · NIA · UNIVERSITY OF FLORIDA · PI Jiang Bian, Yi Guo · 2023 to 2026
$3.1M
Advancing Precision Lung Cancer Surveillance and Outcomes in Diverse Populations (PLuS2)R01CA284646 · NCI · UNIVERSITY OF FLORIDA · PI Dejana K Braithwaite, Michael K Gould · 2023 to 2026
$2.1M
CDC HHS U18DP006512NCCDPHP CDC HHS U18 DP006512NCI NIH HHS R01 CA284646NIA NIH HHS R01 AG080624
6 · The paper itself

Abstract

backgroundDiabetes is a leading cause of mortality globally and ranks as the eighth leading cause of death in the United States. Affecting approximately 8.9% of Americans, diabetes imposes a substantial public health burden. Florida lies within the “Diabetes Belt,” a region identified by the Centers for Disease Control and Prevention where residents face an elevated risk of diabetes. Over the past two decades, the incidence of type 1 (T1D) and type 2 diabetes (T2D) in children and adolescents has risen sharply, with distinct etiological differences. Diabetes-related complications progress more rapidly in children than in adults, and population demographics, geographic factors, and built environment disparities differentially influence disease prevalence and progression.

objectiveThis study leverages real-world health data from OneFlorida + to examine racial, ethnic, and geographic disparities in T1D and T2D prevalence in children and adolescents and the impact of Social Determinants of Health (SDoH) on the prevalence of T1D and T2D.

resultsT1D was most common among non-Hispanic White children (38.7%), whereas T2D was more common among non-Hispanic African American children (39.7%). Socioeconomic disparities at the ZCTA level revealed that T2D-associated ZCTAs had lower median household incomes and higher poverty rates. T1D prevalence was highest in north-central and southeast Florida, while T2D prevalence was elevated in north-central, west-central, and southwest regions. SDoH variables were significantly associated with diabetes prevalence, with spatial heterogeneity observed only in the geographically weighted regression for T1D.

conclusionSignificant racial, ethnic, geographic, and socioeconomic disparities exist in the prevalence of diabetes in children and adolescents, with north-central Florida emerging as a high-burden region.

Indexed as

Diabetes Mellitus, Type 1Diabetes Mellitus, Type 2Health Status DisparitiesNeighborhood CharacteristicsResidence CharacteristicsSocial Determinants of HealthAdolescentChildChild, PreschoolFemaleFloridaHumansMalePrevalenceSocioeconomic Disparities in HealthChildren’s healthElectronic health recordsGeographical weighted regressionReal world health dataSocial determinantsType 1 diabetesType 2 diabetes

Identifiers

PMID41877149
PMCPMC13134152

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LicenceCC BY-NC-ND
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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.