Department of Health Services, Management and Policy, University of Florida, Gainesville, FL.
Department of Speech, Language, and Hearing Sciences, University of Florida, Gainesville, FL.
Ethn Dis. 2024 May 27;34(1):41-48. doi: 10.18865/ed.34.1.41. eCollection 2024 Jan.
The ability to meet current and ongoing financial obligations, known as financial well-being (FWB), is not only associated with the likelihood of adverse health events but is also affected by unexpected health care expenditures. However, the relationship between FWB and common health outcomes is not well understood. Using data available in the Financial Well-Being Scale from the Consumer Financial Protection Bureau, we evaluated the impact of four vascular conditions-cardiovascular disease (CVD), stroke, high blood pressure (BP), and high cholesterol-on FWB and how these impacts varied between racial and ethnic groups.
Using the Understanding America Survey-a nationally representative, longitudinal panel-we identified adults with self-reported diagnoses between 2014 and 2020 of high cholesterol, high BP, stroke, and CVD. We used stratified, longitudinal mixed regression models to assess the association between these diagnoses and FWB. Each condition was modeled separately and included sex, age, marital status, household size, income, education, race/ethnicity, insurance, body mass index, and an indicator of the condition. Racial and ethnic differentials were captured using group-condition interactions.
On average, Whites had the highest FWB Scale score (69.0, SD=21.8), followed by other races (66.7, SD=21.0), Hispanics (59.3, SD=21.6), and Blacks (56.2, SD=21.4). In general, FWB of individuals with vascular conditions was lower than that of those without, but the impact varied between racial and ethnic groups. Compared with Whites (the reference group), Blacks with CVD (-7.4, SD=1.0), stroke (-8.1, SD=1.5), high cholesterol (-5.7, SD=0.7), and high BP (6.1, SD=0.7) had lower FWB. Similarly, Hispanics with high BP (-3.0, SD=0.6) and CVD (-6.3, SD=1.3) had lower FWB. Income, education, insurance, and marital status were also correlated with FWB.
These results indicated differences in the financial ramifications of vascular conditions among racial and ethnic groups. Findings suggest the need for interventions targeting FWB of individuals with vascular conditions, particularly those from minority groups.
能够履行当前和持续的财务义务,即财务健康(FWB),不仅与不良健康事件的发生几率有关,还受到意外医疗支出的影响。然而,FWB 与常见健康结果之间的关系尚未得到充分理解。本研究利用消费者金融保护局的财务健康状况量表中提供的数据,评估了四种血管疾病(心血管疾病(CVD)、中风、高血压(BP)和高胆固醇)对 FWB 的影响,以及这些影响在不同种族和族裔群体中的差异。
我们使用具有全国代表性的纵向面板“理解美国调查”,确定了 2014 年至 2020 年间自我报告患有高胆固醇、高血压、中风和 CVD 的成年人。我们使用分层纵向混合回归模型来评估这些诊断与 FWB 之间的关联。每种疾病都分别建模,包括性别、年龄、婚姻状况、家庭规模、收入、教育、种族/族裔、保险、体重指数和疾病状况指标。使用组-疾病交互作用来捕捉种族和族裔差异。
平均而言,白人的 FWB 量表得分最高(69.0,SD=21.8),其次是其他种族(66.7,SD=21.0)、西班牙裔(59.3,SD=21.6)和黑人(56.2,SD=21.4)。一般来说,患有血管疾病的个体的 FWB 低于没有血管疾病的个体,但这种影响在不同的种族和族裔群体之间存在差异。与白人(参照组)相比,黑人的 CVD(-7.4,SD=1.0)、中风(-8.1,SD=1.5)、高胆固醇(-5.7,SD=0.7)和高血压(6.1,SD=0.7)的 FWB 较低。同样,西班牙裔的高血压(-3.0,SD=0.6)和 CVD(-6.3,SD=1.3)的 FWB 也较低。收入、教育、保险和婚姻状况也与 FWB 相关。
这些结果表明,血管疾病在不同种族和族裔群体中的财务影响存在差异。研究结果表明,需要针对血管疾病患者的 FWB 实施干预措施,特别是针对少数族裔群体。