Knauss School of Business, Department of Economics, University of San Diego, 5998 Alcalá Park, San Diego, CA, 92110, USA.
Department of Psychology & Neuroscience, Nova Southeastern University, Fort Lauderdale, FL, USA.
J Racial Ethn Health Disparities. 2024 Aug;11(4):2329-2337. doi: 10.1007/s40615-023-01700-8. Epub 2023 Jul 21.
To examine the association of patient-provider racial and ethnic concordance on healthcare use within Hispanic ethnic subgroups.
We estimate multivariate probit models using data from the Medical Expenditure Panel Survey, the only national data source measuring how patients use and pay for medical care, health insurance, and out-of-pocket spending. We collect and utilize data on preventive care visits, visits for new health problems, and visits for ongoing health problems from survey years 2007-2017 to measure health outcomes. Additionally, we include data on race and ethnicity concordance, non-health-related socioeconomic and demographic factors, health-related characteristics, provider communication characteristics, and provider location characteristics in the analysis. The sample includes 59,158 observations: 74.3% identified as Mexican, 10.6% identified as Puerto Rican, 5.1% identified as Cuban, 4.8% identified as Dominican, and 5.2% classified in the survey as Other Hispanics. Foreign-born respondents comprised 56% of the sample. A total of 8% (4678) of cases in the sample involved Hispanic provider-patient concordance.
Hispanic patient-provider concordance is statistically significant and positively associated with higher probabilities of seeking preventive care (coef=.211, P<.001), seeking care for a new problem (coef=.208, P<.001), and seeking care for an ongoing problem (coef=.208, P<.001). We also find that the association is not equal across the Hispanic subgroups. The association is lowest for Mexicans in preventive care (coef=.165, P<.001) and new problems (coef=.165, P<.001) and highest for Cubans in preventive care (coef=.256, P<.001) and ongoing problems (coef=.284, P<.001). Results are robust to the interaction of the Hispanic patient-provider concordance for the Hispanic patient categories and being foreign-born.
In summary, racial disparities were observed in health utilization within Hispanic subgroups. While Hispanic patient-provider concordance is statistically significant in associating with healthcare utilization, the findings indicate that this association varies across Hispanic subpopulations. The observations suggest the importance of disaggregating Hispanic racial and ethnic categories into more similar cultural or origin groups. Linked with the existence of significant differences in mortality and other health outcomes across Hispanic subgroups, our results have implications for the design of community health promotion activities which should take these differences into account. Studies or community health programs which utilize generalized findings about Hispanic populations overlook differences across subgroups which may be crucial in promoting healthcare utilization.
研究西班牙裔亚组中患者与提供者的种族和民族一致性与医疗保健使用之间的关联。
我们使用来自医疗支出调查(唯一测量患者使用和支付医疗保健、医疗保险和自付费用方式的全国性数据来源)的数据,估计了多元概率模型。我们从调查年份 2007-2017 年收集和利用了关于预防保健就诊、新健康问题就诊和持续健康问题就诊的数据,以衡量健康结果。此外,我们在分析中纳入了种族和民族一致性、非健康相关的社会经济和人口统计学因素、健康相关特征、提供者沟通特征和提供者位置特征的数据。该样本包括 59158 个观察值:74.3%被认定为墨西哥人,10.6%被认定为波多黎各人,5.1%被认定为古巴人,4.8%被认定为多米尼加人,5.2%被归类为其他西班牙裔。外国出生的受访者占样本的 56%。在样本中,共有 8%(4678 人)的案例涉及西班牙裔患者与提供者的一致性。
西班牙裔患者与提供者的一致性具有统计学意义,并与更高的寻求预防保健(系数=0.211,P<.001)、寻求新问题治疗(系数=0.208,P<.001)和寻求持续问题治疗(系数=0.208,P<.001)的可能性呈正相关。我们还发现,这种关联在西班牙裔亚组之间并不相等。对于墨西哥人,这种关联在预防保健(系数=0.165,P<.001)和新问题(系数=0.165,P<.001)方面最低,而对于古巴人,这种关联在预防保健(系数=0.256,P<.001)和持续问题(系数=0.284,P<.001)方面最高。结果对于西班牙裔患者类别和外国出生的西班牙裔患者-提供者一致性的相互作用是稳健的。
总之,在西班牙裔亚组中观察到了健康利用方面的种族差异。虽然西班牙裔患者与提供者的一致性在与医疗保健使用相关方面具有统计学意义,但研究结果表明,这种关联在西班牙裔亚群中存在差异。这些观察结果表明,将西班牙裔的种族和民族类别细分为更相似的文化或原籍群体具有重要意义。结合西班牙裔亚组之间在死亡率和其他健康结果方面存在显著差异,我们的研究结果对社区健康促进活动的设计具有影响,这些活动应考虑到这些差异。利用关于西班牙裔人口的一般化发现的研究或社区健康计划忽略了亚组之间的差异,而这些差异可能对促进医疗保健的使用至关重要。