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EDITOR
Muller has shown in an ecological study that lack of high school
education accounts for the association of income inequality with
mortality at state level in the United States.1 The
implicit inference is that education at the level of the individual is responsible for the association with inequality of income.
But ecological studies are weak study designs to assess the independent associations of ecological (income inequality) and individual level (education) variables with an individual level outcome (health status). In particular, aggregate data are prone to problems of collinearity, rendering it difficult to tease apart independent effects. Multilevel study designs overcome this limitation by including data at both individual and ecological levels. 2 3
We have previously reported results for the association of income
inequality at state level with self rated health using data from the
current population survey data.
4 5
We have not previously reported the effect of controlling for education