Graduate Program in Public Health, Federal University-Minas Gerais, Belo Horizonte, MG, Brazil.
J Urban Health. 2010 Dec;87(6):994-1006. doi: 10.1007/s11524-010-9499-4.
A major goal of health systems is to reduce inequities in access to services, that is, to ensure that health care is provided based on health needs rather than social or economic factors. This study aims to identify the determinants of health services utilization among adults in a large Brazilian city and intraurban disparities in health care use. We combine household survey data with census-derived classification of social vulnerability of each household's census tract. The dependent variable was utilization of physician services in the prior 12 months, and the independent variables included predisposing factors, health needs, enabling factors, and context. Prevalence ratios and 95% confidence intervals were estimated by the Hurdle regression model, which combined Poisson regression analysis of factors associated with any doctor visits (dichotomous variable) and zero-truncated negative binomial regression for the analysis of factors associated with the number of visits among those who had at least one. Results indicate that the use of health services was greater among women and increased with age, and was determined primarily by health needs and whether the individual had a regular doctor, even among those living in areas of the city with the worst socio-environmental indicators. The experience of Belo Horizonte may have implications for other world cities, particularly in the development and use of a comprehensive index to identify populations at risk and in order to guide expansion of primary health care services as a means of enhancing equity in health.
卫生系统的主要目标之一是减少服务获取方面的不平等,也就是说,要确保医疗服务的提供是基于健康需求,而不是社会或经济因素。本研究旨在确定巴西一大型城市成年人卫生服务利用的决定因素和卫生保健利用的城市内差异。我们将家庭调查数据与每个家庭所在普查区的社会脆弱性普查分类相结合。因变量为过去 12 个月内利用医师服务的情况,自变量包括倾向因素、健康需求、促成因素和环境因素。采用门限回归模型估计患病率比和 95%置信区间,该模型将与任何医生就诊(二分类变量)相关因素的泊松回归分析与就诊人数(就诊人数为零截断负二项回归)相结合,分析就诊人数与就诊次数之间的关系。结果表明,女性利用卫生服务的比例更高,且随着年龄的增长而增加,主要取决于健康需求以及个人是否有固定医生,即使在城市社会环境指标最差的地区也是如此。贝洛奥里藏特的经验可能对其他世界城市具有启示意义,特别是在制定和使用综合指数以确定风险人群以及指导扩大初级卫生保健服务方面,以增强卫生公平性。