School of Public Health, University of São Paulo, São Paulo 01246-904, Brazil.
School of Arts, Sciences and Humanities, University of São Paulo, São Paulo 03828-000, Brazil.
Int J Environ Res Public Health. 2024 Sep 21;21(9):1250. doi: 10.3390/ijerph21091250.
The rise in obesity and related chronic noncommunicable diseases (NCDs) during recent decades in Brazil has been associated with increases in the financial burden and risk of impoverishment due to out-of-pocket (OOP) health expenditure. Thus, this study investigated trends and predictors associated with impoverishment due to health expenditure, in the population of São Paulo city, Brazil, between 2003 and 2015. Household data from the São Paulo Health Survey (n = 5475) were used to estimate impoverishment linked to OOP health expenses, using the three thresholds of International Poverty Lines (IPLs) defined by the World Bank at 1.90, 3.20, and 5.50 dollars per capita per day purchasing power parity (PPP) in 2011. The results indicated a high incidence of impoverishment due to OOP disbursements for health care throughout the period, predominantly concentrated among low-income individuals. Lifestyle choices referring to leisure-time physical activity (OR = 0.766 at $3.20 IPL, and OR = 0.789 at $5.50 IPL) were linked to reduction in the risk for impoverishment due to OOP health expenditures whilst there were increases in the probability of impoverishment due to cardiometabolic risk factors referring to obesity (OR = 1.588 at $3.20 IPL, and OR = 1.633 at $5.50 IPL), and diagnosis of cardiovascular diseases (OR = 2.268 at $1.90 IPL, OR = 1.967 at $3.20 IPL, and OR = 1.936 at $5.50 IPL). Diagnosis of type 2 diabetes mellitus was associated with an increase in the probability of impoverishment at only the $1.90 IPL (OR = 2.506), whilst coefficients for high blood pressure presented lack of significance in the models. Health policies should focus on interventions for prevention of obesity to ensure the financial protection of the population in São Paulo city, Brazil, especially targeting modifiable lifestyle choices like promotion of physical activity and reduction of tobacco use.
近年来,巴西肥胖症及相关慢性非传染性疾病(NCDs)的发病率不断上升,这导致人们的医疗支出不断增加,个人和家庭因自付医疗费用而陷入贫困的风险也有所上升。因此,本研究旨在调查 2003 年至 2015 年期间,巴西圣保罗市居民因医疗支出而陷入贫困的趋势及其相关预测因素。本研究使用了圣保罗健康调查(n = 5475)的家庭数据,使用世界银行设定的三种国际贫困线(IPL)阈值(分别为每人每天 1.90、3.20 和 5.50 美元的购买力平价)来估计因自付医疗费用而导致的贫困程度。结果表明,在整个研究期间,由于医疗保健支出而导致的贫困发生率很高,主要集中在低收入人群中。与休闲时间体力活动相关的生活方式选择(在 3.20 美元 IPL 时,OR = 0.766;在 5.50 美元 IPL 时,OR = 0.789)与降低因自付医疗支出而导致的贫困风险有关,而由于肥胖相关的心血管代谢危险因素(在 3.20 美元 IPL 时,OR = 1.588;在 5.50 美元 IPL 时,OR = 1.633)和心血管疾病的诊断(在 1.90 美元 IPL 时,OR = 2.268;在 3.20 美元 IPL 时,OR = 1.967;在 5.50 美元 IPL 时,OR = 1.936),因诊断出 2 型糖尿病而导致贫困的可能性增加,仅在 1.90 美元 IPL 时具有统计学意义(OR = 2.506),而高血压的系数在模型中没有统计学意义。卫生政策应重点关注预防肥胖的干预措施,以确保巴西圣保罗市居民的财务安全,特别是针对可改变的生活方式选择,如促进体力活动和减少烟草使用。