Social Determinant of Health Impact on Diabetes Device Use and Clinical Outcomes in Youth with Type 1 Diabetes

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2023-10-30 DOI:10.1155/2023/4751595
Emily R. Crain, Ryan Ramphul, Ashley M. Butler, Xiaofan Huang, Charles G. Minard, Maria J. Redondo, Daniel J. DeSalvo
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Abstract

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.
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青少年1型糖尿病患者糖尿病器械使用和临床结果健康影响的社会决定因素
背景。黑人、西班牙裔或社会经济地位较低的青年1型糖尿病(T1D)患者糖尿病器械使用率较低,血红蛋白A1c (HbA1c)较高,糖尿病酮症酸中毒(DKA)发生率较高。然而,个人层面的健康社会决定因素(SDoH)和社区层面的因素与器械使用和临床结果的关系尚不清楚。区域剥夺指数(ADI)是以十分位数为单位报告的社区层面的社会经济状况衡量指标(范围1-10,10代表最贫困的社区)。方法。我们评估了2020年10月1日至2021年9月30日在一家大型儿科糖尿病中心观察的1461名青年T1D患者(50%为女性,年龄12.8±3.6岁,HbA1c 8.7±2.1%,52%为泵,70%为CGM)的ADI和其他SDoH因素与泵/连续血糖监测仪(CGM)使用、HbA1c和DKA的关系。采用多元逻辑回归和多元线性回归分析来确定经潜在混杂因素校正后具有统计学意义的关联。结果。如果青少年生活在高ADI社区,黑人或西班牙裔,有医疗补助或没有保险,或接受政府援助(例如补充安全收入,补充营养援助计划),则不太可能使用胰岛素泵。如果年轻人居住在ADI较高的社区,黑人或西班牙裔,有医疗补助或没有保险,那么他们不太可能使用CGM。在过去的一年中,如果年轻人使用政府援助,他们发生DKA事件的风险更高,而使用泵和CGM与较低的DKA风险相关。每增加一个ADI单位,HbA1c(%)增加0.09 (95% CI: 0.05, 0.13)。泵使用者的HbA1c比非使用者低0.62 (95% CI: - 0.82, - 0.42), CGM使用者的HbA1c比非使用者低0.78 (95% CI: - 0.99, - 0.56)。结论。可能需要针对生活在贫困社区的家庭的SDoH量身定制护理计划的干预措施,以增加成功的技术吸收,优化糖化血红蛋白,并预防DKA。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
7.20
自引率
4.30%
发文量
567
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