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Charles Minard
Associate Professor of Biostatistics
Research Interests
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Articles (9)
Year:
2026
Year:
2025
Year:
2025
Year:
2025
Year:
2025
Year:
2024
Year:
2023
Year:
2023
Background. Youth with Type 1 diabetes (T1D) who are Black, Hispanic, or lower socioeconomic status (SES) have lower rates of diabetes device use, higher hemoglobin A1c (HbA1c), and higher rates of diabetic ketoacidosis (DKA). However, the associations of individual-level social determinants of health (SDoH) and neighborhood-level factors with device use and clinical outcomes are unknown. Area deprivation index (ADI) is a neighborhood level measure of SES reported in deciles (range 1–10 with 10 representing most deprived neighborhood). Methods. We evaluated the association of ADI and other SDoH factors with pump/continuous glucose monitor (CGM) use, HbA1c, and DKA in 1,461 youth with T1D (50% female, age 12.8 ± 3.6 years, HbA1c 8.7 ± 2.1%, 52% pump, 70% CGM) seen between October 1, 2020 and September 30, 2021 at a large pediatric diabetes center. Multiple logistic regression and multiple linear regression analyses were used to determine statistically significant associations adjusting for potential confounders. Results. Youth were less likely to use an insulin pump if they lived in a higher ADI neighborhood, were Black or Hispanic, had Medicaid or were uninsured, or received government assistance (e.g., Supplemental Security Income, Supplemental Nutritional Assistance Program). Youth were less likely to use a CGM if they lived in a higher ADI neighborhood, were Black or Hispanic, had Medicaid or were uninsured. Youth had higher risk of DKA event in the past year if they used government assistance, whereas pump and CGM use were associated with lower DKA risk. HbA1c (%) increased by 0.09 (95% CI: 0.05, 0.13) per unit increase in ADI. HbA1c was 0.62 lower (95% CI: −0.82, −0.42) in pump users vs. nonusers and 0.78 lower (95% CI: −0.99, −0.56) in CGM users vs. nonusers. Conclusions. Interventions that tailor care plans to address SDoH in families living in deprived neighborhoods may be needed to increase successful technology uptake, optimize HbA1c, and prevent DKA.
Year:
2023
Collaborators (17)
Julia Glade Bender
Vice Chair for Clinical Research
Memorial Sloan Kettering Cancer Center
Sarah Richardson
Professor of Cellular Biomedicine
University of Exeter
Todd Brusko
Professor/Scientific Director
University of Florida
William Winter
Professor
University of Florida
Xiaofan Huang
Baylor College of Medicine
Nalini Ram
Professor of Medicine
Baylor College of Medicine
Arzu Onar-Thomas
Member
St. Jude Children's Research Hospital
Daniel J. DeSalvo
Assistant Professor
Baylor College of Medicine
Alberto Pugliese
Chair and Professor
Beckman Research Institute, City of Hope
Anthony R. Flores
Vanderbilt University Medical Center
Bettina Beech
Chief of Population Health and Translational Science
University of Houston
Stephanie Sisley
Associate Professor
Baylor College of Medicine
Ashley Butler
Associate Professor
Baylor College of Medicine
Ryan Ramphul
Assistant Professor
The University of Texas Health Science Center at Houston
Mary E. Dickinson
Jackson Laboratory
Jonathon Chase McNeil
Associate Professor
Baylor College of Medicine
Maria J. Redondo
Professor of Pediatrics
Baylor College of Medicine
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