Related Experiment Video
Updated: May 21, 2026

Breakfast Habits among Schoolchildren in the City of Uruguaiana, Brazil
Published on: July 29, 2020
Cause-specific mortality and income inequality in São Paulo, Brazil
Alexandre Dias Porto Chiavegatto Filho1, Sabina Léa Davidson Gotlieb, Ichiro Kawachi
1Departamento de Epidemiologia, Faculdade de Saúde Pública, Universidade de São Paulo, São Paulo, SP, Brasil. achiaveg@hsph.harvard.edu
Objective:
To analyze cause-specific mortality rates according to the relative income hypothesis.
Methods:
All 96 administrative areas of the city of São Paulo, southeastern Brazil, were divided into two groups based on the Gini coefficient of income inequality: high (≥0.25) and low (<0.25). The propensity score matching method was applied to control for confounders associated with socioeconomic differences among areas.
Results:
The difference between high and low income inequality areas was statistically significant for homicide (8.57 per 10,000; 95%CI: 2.60;14.53); ischemic heart disease (5.47 per 10,000 [95%CI 0.76;10.17]); HIV/AIDS (3.58 per 10,000 [95%CI 0.58;6.57]); and respiratory diseases (3.56 per 10,000 [95%CI 0.18;6.94]). The ten most common causes of death accounted for 72.30% of the mortality difference. Infant mortality also had significantly higher age-adjusted rates in high inequality areas (2.80 per 10,000 [95%CI 0.86;4.74]), as well as among males (27.37 per 10,000 [95%CI 6.19;48.55]) and females (15.07 per 10,000 [95%CI 3.65;26.48]).
Conclusions:
The study results support the relative income hypothesis. After propensity score matching cause-specific mortality rates was higher in more unequal areas. Studies on income inequality in smaller areas should take proper accounting of heterogeneity of social and demographic characteristics.
Related Concept Videos
Bias in Epidemiological Studies
Comparing the Survival Analysis of Two or More Groups
Applications of Life Tables
Relative Risk
Assumptions of Survival Analysis
Cancer Survival Analysis
