Doctoral candidate, Department of Epidemiology, Biostatistics and Occupational Health, 5620McGill University, Montreal, QC, Canada.
Associate researcher, Institute of Social Sciences ICSO, Asuncion, Paraguay.
J Health Serv Res Policy. 2022 Jul;27(3):180-189. doi: 10.1177/13558196221079160. Epub 2022 Jun 22.
Paraguay's health care system is characterized by segmented provision and low public spending, with limited coverage and asymmetries in terms of access and quality of care. The present study provides national estimates of income-related inequality in health care utilization and trends in the country over the past two decades.
Using data from the Paraguayan Permanent Household Survey, we estimated socioeconomic inequality in health care use during the period 1999-2018. We used poverty-to-income ratio as the socioeconomic stratifier and defined health care use as having reported a health problem and subsequent health care use in the last 90 days before interview. Inequality was summarized by rank- and level-based versions of the Concentration Index for binary outcomes.
Inequalities affecting those with lower incomes were present in all years assessed, although the magnitude of these inequalities declined over time. Inequality as expressed by the rank-based index decreased from 0.209 (95%CI 0.164; 0.253) in 1999 to 0.032 (95%CI -0.010; 0.075) in 2018. The level-based index decreased from 0.076 (95%CI -0.029; 0.182) in 1999 to 0.024 (0.002; 0.045) in 2018. Trends in both indices were generally stable from 1999 to 2009, with a noticeable decrease in 2010. The sharpest decreases relative to the 1999 baseline were observed in the period 2010-2018, reflecting changes in health care use and income distribution. Stratification by area, sex and older people suggest similar trends within subgroups.
Decreases in inequality coincide temporally with increments in public health expenditure, removal of user fees in public health care facilities and the expansion of conditional cash-transfer programmes. Future research should disentangle the role of each of these policies in explaining the trends described.
巴拉圭的医疗保健系统具有分段提供和低公共支出的特点,覆盖范围有限,在获得医疗服务和医疗质量方面存在差异。本研究提供了过去二十年来该国医疗保健利用方面与收入相关的不平等状况和趋势的国家估计数。
利用巴拉圭永久家庭调查的数据,我们在 1999 年至 2018 年期间估计了医疗保健利用方面的社会经济不平等情况。我们使用贫困收入比作为社会经济分层变量,并将报告存在健康问题和在接受采访前 90 天内随后使用医疗保健服务定义为医疗保健使用。不平等情况由基于排名和基于水平的二元结果集中指数来概括。
在评估的所有年份中,收入较低的人都存在不平等现象,尽管这些不平等现象的程度随着时间的推移而下降。基于排名的指数表示的不平等程度从 1999 年的 0.209(95%置信区间 0.164;0.253)下降到 2018 年的 0.032(95%置信区间-0.010;0.075)。基于水平的指数从 1999 年的 0.076(95%置信区间-0.029;0.182)下降到 2018 年的 0.024(0.002;0.045)。这两个指数的趋势在 1999 年至 2009 年期间基本稳定,2010 年出现明显下降。与 1999 年基准相比,降幅最大的是 2010 年至 2018 年期间,反映了医疗保健利用和收入分配的变化。按地区、性别和老年人进行分层表明,各亚组内存在类似的趋势。
不平等程度的降低与公共卫生支出的增加、公共卫生保健机构取消使用费以及有条件现金转移方案的扩大在时间上是一致的。未来的研究应该厘清这些政策中的每一项在解释所描述的趋势方面的作用。