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Impact of Race and Location of Residence on Statin Treatment Among Veterans With Type 2 Diabetes Mellitus.

ABSTRACT: Rural residence and ethnic-minority status are individually associated with increased cardiovascular (CV) mortality. Statin therapy is known to reduce the risk of cardiovascular mortality. Although ethnic disparities in statin treatment exist, the joint impact of urban/rural residence and race/ethnicity on statin prescribing is unclear. Veterans Health Administration (VHA) and Centers for Medicare and Medicaid data were used to perform a longitudinal study of Veterans with Type 2 diabetes mellitus from 2007 to 2016. Mixed effects logistic regression with a random intercept was used to model the longitudinal association between the primary exposure (race/ethnicity and residence) and statin prescribing. After adjusting for covariates, non-Hispanic White (NHW)-Rural Veterans were 7% (odds ratio [OR] = 1.07; confidence interval [CI] 1.05 to 1.08), non-Hispanic Black (NHB)-Rural Veterans were 4% (OR 1.04; CI 1.00 to 1.08), and Hispanic-Urban Veterans were 20% (OR 1.20; CI 1.17 to 1.23) more likely to be prescribed statins versus NHW-Urban Veterans; whereas, NHB-Urban Veterans were 14% (OR 0.86; CI 0.85 to 0.55) and Hispanic-Rural Veterans were 10% (OR 0.90; CI 0.85 to 0.96) less likely. When disability and dual use were removed from the full model, compared with NHW-Urban, the odds of statin prescribing in NHW-Rural Veterans remained unchanged (OR 1.06; CI 1.04 to 1.07) whereas the odds of statin prescribing in all other groups were higher. In conclusion, NHB-Urban and Hispanic-Rural Veterans had lower odds of statin prescribing versus NHW-Urban Veterans; whereas NHW-Rural, NHB-Rural and Hispanic-Urban Veterans had higher odds. The findings in ethnic-minorities changed when we accounted for markers of VHA care (i.e., disability, dual use) showing that these individuals are more likely to receive statins when they receive more VHA care.

SUBMITTER: Weeda ER

PROVIDER: S-EPMC8783975 | biostudies-literature |

REPOSITORIES: biostudies-literature

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Project description:BACKGROUND:Cardiovascular (CV) disease is the leading cause of death among United States women. Rural residence and ethnic-minority status are individually associated with increased CV mortality. Managing dyslipidemia is important in the prevention of CV mortality. However, the impact of race/ethnicity and location of residence on sex differences in dyslipidemia management is not well understood. Therefore, we sought to understand the joint effects of race/ethnicity and location of residence on lipid management differences between veteran men and women with type 2 diabetes (T2D). METHODS:Veterans Health Administration and Centers for Medicare and Medicaid Services data were used to perform a longitudinal cohort study of veterans with T2D (2007-2016). Mixed effects logistic regression with a random intercept was used to model the association between sex and low-density lipoprotein (LDL)?>?100 mg/dL and its interaction with race/ethnicity and location of residence after adjusting for all measured covariates. RESULTS:When female sex and rural location of residence were both present, they were associated with an antagonistic harmful effect on LDL. Similar antagonistic harmful effects on LDL were observed when the joint effect of female sex and several minority race/ethnicity groups were evaluated. After adjusting for measured covariates, the odds of LDL?>?100 mg/dL were higher for urban women (OR?=?2.66, 95%CI 2.48-2.85) and rural women (OR?=?3.26, 95%CI 2.94-3.62), compared to urban men. The odds of LDL?>?100 mg/dL was the highest among non-Hispanic Black (NHB) women (OR?=?5.38, 95%CI 4.45-6.51) followed by non-Hispanic White (NHW) women (OR?=?2.59, 95%CI 2.44-2.77), and Hispanic women (OR?=?2.56, 95%CI 1.79-3.66). CONCLUSION:Antagonistic harmful effects on LDL were observed when both female sex and rural location of residence were present. These antagonistic effects on LDL were also present when evaluating the joint effect of female sex and several minority race/ethnicity groups. Disparities were most pronounced in NHB and rural women, who had 5.4 and 3.3 times the odds of elevated LDL versus NHW and urban men after adjusting for important covariates. These striking effect sizes in a population at high cardiovascular risk (i.e., older with T2D) suggest interventions aimed at improving lipid management are needed for individuals falling into one or more groups known to face health disparities.

Project description:BackgroundVeterans with evidence of homelessness have high rates of mental health and substance abuse disorders, but chronic medical conditions such as diabetes are also prevalent.ObjectiveWe aimed to determine the impact of homelessness on glycemic control in patients with type 2 diabetes mellitus.DesignLongitudinal analysis of a retrospective cohort.SubjectsA national cohort of 1,263,906 Veterans with type 2 diabetes. Subjects with evidence of homelessness were identified using a combination of diagnostic and administrative codes.Main measuresOdds for poor glycemic control using hemoglobin A1C (HbA1C) cutoff values of 8 % and 9 %. Homeless defined as a score based on the number of indicator variables for homelessness within a veterans chart.Key resultsVeterans with evidence of homelessness had a significantly greater annual mean HbA1C?? 8 (32.6 % vs. 20.43 %) and HbA1C?? 9 (21.4 % vs. 9.9 %), tended to be younger (58 vs. 67 years), were more likely to be non-Hispanic black (39.1 %), divorced (43 %) or never married (34 %), to be urban dwelling (88.8 %), and to have comorbid substance abuse (46.7 %), depression (42.3 %), psychoses (39.7 %), liver disease (18.8 %), and fluid/electrolyte disorders (20.4 %), relative to non-homeless veterans (all p?<?0.0001). Homelessness was modeled as an ordinal variable that scored the number of times a homelessness indicator was found in the Veterans medical record. We observed a significant interaction between homelessness and race/ethnicity on the odds of poor glycemic control. Homelessness, across all racial-ethnic groups, was associated with increased odds of uncontrolled diabetes at a cut-point of 8 % and 9 % for hemoglobin A1C ; however, the magnitude of the association was greater in non-Hispanic whites [8 %, OR 1.55 (1.47;1.63)] and Hispanics [8 %, OR 2.11 (1.78;2.51)] than in non-Hispanic blacks [8 %, OR 1.22 (1.15;1.28)].ConclusionsHomelessness is a significant risk factor for uncontrolled diabetes in Veterans, especially among non-Hispanic white and Hispanic patients. While efforts to engage homeless patients in primary care services have had some success in recent years, these data suggest that broader efforts targeting management of diabetes and other chronic medical conditions remain warranted.

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Impact of Race and Location of Residence on Statin Treatment Among Veterans With Type 2 Diabetes Mellitus.

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