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Propensity score matching approach to test the association of income inequality and mortality in Sao Paulo, Brazil

机译:倾向得分匹配方法用于检验巴西圣保罗的收入不平等与死亡率的关联

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摘要

Background Support for the adverse effect of high income inequality on population health has come from studies that focus on larger areas, such as the US states, while studies at smaller geographical areas (eg, neighbourhoods) have found mixed results. Methods We used propensity score matching to examine the relationship between income inequality and mortality rates across 96 neighbourhoods (distritos) of the municipality of Sao Paulo, Brazil. Results Prior to matching, higher income inequality distritos (Gini >0.25) had slightly lower overall mortality rates (2.23 per 10 000, 95% Cl -23.92 to 19.46) compared to lower income inequality areas (Gini <0.25). After propensity score matching, higher inequality was associated with a statistically significant higher mortality rate (41.58 per 10000, 95% Cl 8.85 to 73.3). Conclusion In Sao Paulo, the more egalitarian communities are among some of the poorest, with the worst health profiles. Propensity score matching was used to avoid inappropriate comparisons between the health status of unequal (but wealthy) neighbourhoods versus equal (but poor) neighbourhoods. Our methods suggest that, with proper accounting of heterogeneity between areas, income inequality is associated with worse population health in Sao Paulo.
机译:背景技术高收入不平等对人口健康的不利影响的支持来自侧重于较大地区(例如美国各州)的研究,而在较小地理区域(例如,社区)的研究则得出了不同的结果。方法我们使用倾向得分匹配来检验巴西圣保罗市96个社区(直辖区)的收入不平等与死亡率之间的关系。结果与收入较低的地区(Gini <0.25)相比,匹配之前,较高的收入不平等地区(Gini> 0.25)的总体死亡率略低(2.23 /万,95%Cl -23.92至19.46)。倾向得分匹配后,较高的不平等与统计学上较高的死亡率相关(每10000中为41.58,95%Cl为8.85至73.3)。结论在圣保罗,较为平等的社区属于最贫穷的人群,健康状况最差。倾向得分匹配用于避免在不平等(但富裕)的社区与平等(但贫困)的社区的健康状况之间进行不恰当的比较。我们的方法表明,如果适当地考虑了区域之间的异质性,那么收入不平等与圣保罗的人口健康状况恶化有关。

著录项

  • 来源
    《Journal of Epidemiology & Community Health》 |2012年第1期|p.14-17|共4页
  • 作者单位

    Departamento de Epidemiologia, Faculdade de Saude Publica, Universidade de Sao Paulo, Sao Paulo, Brazil,Department of Society, Human Development and Health, Harvard School of Public Health, Harvard University, Boston, Massachusetts, USA,Chiavegatto Filho, Rua Santa Rosa Junior, 123, apto 91B, 05579-010 Butanta, Sao Paulo - SP, Brazil;

    Department of Society, Human Development and Health, Harvard School of Public Health, Harvard University, Boston, Massachusetts, USA;

    Departamento de Epidemiologia, Faculdade de Saude Publica, Universidade de Sao Paulo, Sao Paulo, Brazil;

  • 收录信息 美国《科学引文索引》(SCI);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
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  • 入库时间 2022-08-18 01:08:57

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