Alves Ronaldo Fernandes Santos, Faerstein Eduardo
Department of Epidemiology, Institute of Social Medicine, State University of Rio de Janeiro, Rua São Francisco Xavier 524, 7° andar, blocos D e E, Maracanã, Rio de Janeiro, RJ, 20550-013, Brazil.
Int J Equity Health. 2016 Nov 17;15(1):146. doi: 10.1186/s12939-016-0441-6.
Hypertension is a major public health issue worldwide, but knowledge is scarce about its patterns and its relationship to multiple axes of social disadvantages in Latin American countries. This study describes the educational inequality in the prevalence of hypertension in Brazil, including a joint stratification by gender and race.
We analyzed interview-based data and blood pressure measurements from 59,402 participants aged 18 years or older at the 2013 Brazilian National Health Survey (PNS). Sociodemographic characteristics analyzed were gender (male, female), racial self-identification (white, brown, black), age (5-years intervals), and educational attainment (pre-primary, primary, secondary, tertiary). Hypertension was defined as systolic blood pressure ≥ 140 mmHg and/or diastolic blood pressure ≥ 90 mmHg, and/or self-reported use of antihypertensive medications in the last 2 weeks. We used logistic regression to evaluate the age-adjusted prevalences of hypertension (via marginal modeling), and pair-wise associations between education level and odds of hypertension. Further, the educational inequality in hypertension was summarized through the Relative Index of Inequality (RII) and the Slope Index of Inequality (SII). All analyses considered the appropriate sampling weights and intersections with gender, race, and education.
Age-adjusted prevalence of hypertension was 34.0 % and 30.8 % among men and women, respectively. Black and brown women had a higher prevalence than whites (34.5 % vs. 31.8 % vs. 29.5 %), whereas no racial differences were observed among men. White and brown, but not black women, showed graded inverse associations between hypertension and educational attainment; among men, non-statistically significant associations were observed in all racial strata. The RII and SII estimated inverse gradients among white (RII = 2.5, SII = 18.1 %) and brown women (RII = 2.3, SII = 14.5 %), and homogeneous distributions of hypertension in educational subgroups among black women and among men.
In this representative sample of Brazilian adults, the association between educational attainment and hypertension was influenced by gender and race - a topic still poorly understood. Our findings highlight the importance of assessing intersections of multiple sociodemographic characteristics in health inequalities research. The use of comprehensive measures of inequality, such as RII and SII, provide useful insights for monitoring health inequalities in an intersectional perspective.
高血压是全球主要的公共卫生问题,但在拉丁美洲国家,关于其模式及其与多种社会劣势因素的关系的了解却很少。本研究描述了巴西高血压患病率的教育不平等情况,包括按性别和种族进行的联合分层。
我们分析了来自2013年巴西全国健康调查(PNS)的59402名18岁及以上参与者的访谈数据和血压测量值。分析的社会人口学特征包括性别(男性、女性)、种族自我认同(白人、棕色人种、黑人)、年龄(5年间隔)和教育程度(学前、小学、中学、高等教育)。高血压定义为收缩压≥140mmHg和/或舒张压≥90mmHg,和/或在过去2周内自我报告使用抗高血压药物。我们使用逻辑回归来评估年龄调整后的高血压患病率(通过边际模型),以及教育水平与高血压患病几率之间的两两关联。此外,通过不平等相对指数(RII)和不平等斜率指数(SII)总结高血压的教育不平等情况。所有分析都考虑了适当的抽样权重以及与性别、种族和教育的交叉情况。
年龄调整后的高血压患病率在男性和女性中分别为34.0%和30.8%。黑人和棕色人种女性的患病率高于白人(34.5%对31.8%对29.5%),而男性中未观察到种族差异。白人和棕色人种女性(但黑人女性不是)显示出高血压与教育程度之间的分级负相关;在男性中,所有种族阶层均观察到无统计学意义的关联。RII和SII估计白人女性(RII = 2.5,SII = 18.1%)和棕色人种女性(RII = 2.3,SII = 14.5%)之间存在负梯度,黑人女性和男性中高血压在教育亚组中的分布均匀。
在这个巴西成年人的代表性样本中,教育程度与高血压之间的关联受性别和种族影响——这一主题仍未得到充分理解。我们的研究结果强调了在健康不平等研究中评估多种社会人口学特征交叉情况的重要性。使用RII和SII等综合不平等指标,从交叉视角为监测健康不平等提供了有用的见解。