Unit for Social Epidemiology, Department of Clinical Sciences, Faculty of Medicine, Lund University, Clinical Research Centre, Jan Waldenströms Street 35, Malmö, 214 28, Sweden.
Department of Health and Medical Care Management, Region Skåne Corporate Headquarter Office, Malmö, Sweden.
Int J Equity Health. 2024 Oct 5;23(1):199. doi: 10.1186/s12939-024-02291-4.
Discrimination may further impede access to medical care for individuals in socially disadvantaged positions. Sociodemographic information and perceived discrimination intersect and define multiple contexts or strata that condition the risk of refraining from seeking physician's care. By applying analysis of individual heterogeneity and discriminatory accuracy (AIHDA) we aimed to improve the mapping of risk by considering both strata average risk differences and the accuracy of such strata risks for distinguishing between individuals who did or did not refrain from seeking physician's care.
We analysed nine annual National Public Health Surveys (2004, 2007-2014) in Sweden including 73,815 participants. We investigated the risk of refraining from seeking physician's care across 64 intersectional strata defined by sex, education, age, country of birth, and perceived discrimination. We calculated strata-specific prevalences and prevalence ratios (PR) with 95% confidence intervals (CI), and the area under the receiver operating characteristic curve (AUC) to evaluate the discriminatory accuracy (DA).
Discriminated foreign-born women aged 35-49 with a low educational level show a six times higher risk (PR = 6.07, 95% CI 5.05-7.30) than non-discriminated native men with a high educational level aged 35-49. However, the DA of the intersectional strata was small (AUC = 0.64). Overall, discrimination increased the absolute risk of refraining from seeking physician's care, over and above age, sex, and educational level.
AIHDA disclosed complex intersectional inequalities in the average risk of refraining from seeking physician's care. This risk was rather high in some strata, which is relevant from an individual perspective. However, from a population perspective, the low DA of the intersectional strata suggests that potential interventions to reduce such inequalities should be universal but tailored to the specific contextual characteristics of the strata. Discrimination impairs access to healthcare.
歧视可能会进一步阻碍处于社会劣势地位的个人获得医疗保健。社会人口统计学信息和感知到的歧视相互交织,并定义了多个条件,这些条件决定了人们是否避免寻求医生治疗的风险。通过应用个体异质性和歧视准确性分析(AIHDA),我们旨在通过考虑到两个阶层的平均风险差异以及这些阶层风险区分是否避免寻求医生治疗的个体的准确性,来改进风险的映射。
我们分析了瑞典的九项年度国家公共卫生调查(2004 年、2007-2014 年),其中包括 73815 名参与者。我们研究了 64 个交叉阶层的风险,这些阶层由性别、教育、年龄、出生地和感知到的歧视定义。我们计算了阶层特异性的患病率和患病率比(PR),并带有 95%置信区间(CI),以及接收器操作特征曲线(ROC)下的面积(AUC),以评估歧视准确性(DA)。
歧视性地划分外来出生的 35-49 岁低教育水平的女性,其风险是未受歧视的高教育水平的 35-49 岁本土男性的六倍(PR=6.07,95%CI 5.05-7.30)。然而,交叉阶层的 DA 很小(AUC=0.64)。总体而言,歧视增加了避免寻求医生治疗的绝对风险,超过了年龄、性别和教育水平。
AIHDA 揭示了避免寻求医生治疗的平均风险中的复杂交叉不平等。在某些阶层中,这种风险相当高,这从个人角度来看是相关的。然而,从人口角度来看,交叉阶层的低 DA 表明,减少这种不平等的潜在干预措施应该是普遍的,但要针对阶层的具体背景特征进行调整。歧视会损害获得医疗保健的机会。