Fundação Oswaldo Cruz, Rio de Janeiro, Brasil.
BMC Health Serv Res. 2010 Jul 23;10:217. doi: 10.1186/1472-6963-10-217.
The Brazilian health system is founded on the principle of equity, meaning provision of equal care for equal needs. However, little is known about the impact of health policies in narrowing socioeconomic health inequalities. Using data from the Brazilian World Health Survey, this paper addresses socioeconomic inequalities in the use of outpatient services according to intensity of need.
A three-stage cluster sampling was used to select 5000 adults (18 years and over). The non-response rate was 24.7% and calibration of the natural expansion factors was necessary to obtain the demographic structure of the Brazilian population. Utilization was established by use of outpatient services in the 12 months prior to the interview. Socioeconomic inequalities were analyzed by logistic regression models using years of schooling and private health insurance as independent variables, and controlling by age and sex. Effects of the socioeconomic variables on health services utilization were further analyzed according to self-rated health (good, fair and poor), considered as an indicator of intensity of health care need.
Among the 5000 respondents, 63.4% used an outpatient service in the year preceding the survey. The association of health services utilization and self-rated health was significant (p < 0.001). Regarding socioeconomic inequalities, the less educated used health services less frequently, despite presenting worse health conditions. Highly significant effects were found for both socioeconomic variables, years of schooling (p < 0.001) and private health insurance (p < 0.00), after controlling for age and sex. Stratifying by self-rated health, the effects of both socioeconomic variables were significant among those with good health status, but not statistically significant among those with poor self-rated health.
The analysis showed that the social gradient in outpatient services utilization decreases as the need is more intense. Among individuals with good self-rated health, possible explanations for the inequality are the lower use of preventive services and unequal supply of health services among the socially disadvantaged groups, or excessive use of health services by the wealthy. On the other hand, our results indicate an adequate performance of the Brazilian health system in narrowing socioeconomic inequalities in health in the most serious situations of need.
巴西的卫生系统建立在公平原则之上,这意味着根据需求提供平等的医疗服务。然而,对于卫生政策在缩小社会经济健康不平等方面的影响,人们知之甚少。本文利用巴西世界卫生调查的数据,根据需求强度探讨了门诊服务利用方面的社会经济不平等问题。
采用三阶段聚类抽样方法选取 5000 名成年人(18 岁及以上)。无应答率为 24.7%,需要对自然扩展因子进行校准,以获得巴西人口的人口结构。利用访谈前 12 个月内使用门诊服务的情况来确定利用情况。使用受教育年限和私人医疗保险作为自变量,以年龄和性别为控制变量,通过逻辑回归模型分析社会经济不平等。根据自我报告的健康状况(良好、一般和较差)进一步分析社会经济变量对卫生服务利用的影响,将其视为卫生保健需求强度的指标。
在 5000 名受访者中,63.4%的人在调查前一年使用了门诊服务。卫生服务利用与自我报告健康状况之间存在显著关联(p<0.001)。关于社会经济不平等,受教育程度较低的人尽管健康状况较差,但使用卫生服务的频率却较低。在校正年龄和性别后,两个社会经济变量(受教育年限,p<0.001;私人医疗保险,p<0.00)都具有显著影响。按自我报告的健康状况分层,两个社会经济变量的影响在健康状况良好的人群中显著,但在自我报告健康状况较差的人群中则不显著。
分析表明,门诊服务利用的社会梯度随着需求的增加而减小。在自我报告健康状况良好的人群中,不平等的可能解释是社会弱势群体预防性服务的使用率较低,或者卫生服务的供应不均,或者富人过度使用卫生服务。另一方面,我们的结果表明,巴西卫生系统在缩小最严重需求情况下的社会经济健康不平等方面表现良好。