Khera Rohan, Kondamudi Nitin, Liu Mengni, Ayers Colby, Spatz Erica S, Rao Shreya, Essien Utibe R, Powell-Wiley Tiffany M, Nasir Khurram, Das Sandeep R, Capers Quinn, Pandey Ambarish
Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, 333 Cedar St, New Haven, CT, United States.
Section of Health Informatics, Department of Biostatistics, Yale School of Public Health, 60 College St, New Haven, CT, United States.
Am J Prev Cardiol. 2023 Mar 23;14:100493. doi: 10.1016/j.ajpc.2023.100493. eCollection 2023 Jun.
To understand the burden of healthcare expenses over the lifetime of individuals and evaluate differences among those with cardiovascular risk factors and among disadvantaged groups based on race/ethnicity and sex.
We linked data from the longitudinal multiethnic Dallas Heart Study, which recruited participants between 2000 and 2002, with inpatient and outpatient claims from all hospitals in the Dallas-Fort Worth metroplex through December 2018, capturing encounter expenses. Race/ethnicity and sex, as well as five risk factors, hypertension, diabetes, hyperlipidemia, smoking, and overweight/obesity, were defined at cohort enrollment. For each individual, expenses were indexed to age and cumulated between 40 and 80 years of age. Lifetime expenses across exposures were evaluated as interactions in generalized additive models.
A total of 2184 individuals (mean age, 45±10 years; 61% women, 53% Black) were followed between 2000 and 2018. The mean modeled lifetime cumulative healthcare expenses were $442,629 (IQR, $423,850 to $461,408). In models that included 5 risk factors, Black individuals had $21,306 higher lifetime healthcare spending compared with non-Black individuals ( < .001), and men had modestly higher expenses than women ($5987, < .001). Across demographic groups, the presence of risk factors was associated with progressively higher lifetime expenses, with significant independent association of diabetes ($28,075, < .001), overweight/obesity ($8816, < .001), smoking ($3980, = .009), and hypertension ($528, = .02) with excess spending.
Our study suggests Black individuals have higher lifetime healthcare expenses, exaggerated by the substantially higher prevalence of risk factors, with differences emerging in older age.
了解个体一生中的医疗费用负担,并评估有心血管危险因素的人群以及基于种族/族裔和性别的弱势群体之间的差异。
我们将2000年至2002年招募参与者的多民族纵向达拉斯心脏研究数据,与达拉斯 - 沃思堡大都市地区所有医院截至2018年12月的住院和门诊理赔数据相链接,获取就诊费用。种族/族裔和性别,以及高血压、糖尿病、高脂血症、吸烟和超重/肥胖这五个危险因素在队列入组时进行定义。对于每个个体,费用按年龄进行索引,并在40至80岁之间累计。将不同暴露情况下的终身费用作为广义相加模型中的交互作用进行评估。
2000年至2018年期间共随访了2184名个体(平均年龄45±10岁;61%为女性,53%为黑人)。模拟的终身累计医疗费用平均为442,629美元(四分位距,423,850美元至461,408美元)。在包含5个危险因素的模型中,黑人个体的终身医疗支出比非黑人个体高21,306美元(P<0.001),男性的费用略高于女性(5987美元,P<0.001)。在各人口群体中,危险因素的存在与逐渐增加的终身费用相关,糖尿病(28,075美元,P<0.001)、超重/肥胖(8816美元,P<0.001)、吸烟(3980美元,P=0.009)和高血压(528美元,P=0.02)与额外支出存在显著独立关联。
我们的研究表明,黑人个体的终身医疗费用较高,危险因素的患病率显著更高加剧了这种情况,且差异在老年时出现。