In the cohort with low education, the magnitude of the regression coefficients of latitude and of latitude*latitude decreased after including rurality and remained significant only for all-cause mortality, although the coefficients for mortality from cancer and from cardiovascular diseases were marginally significant (p values around 0.07).
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The Association of Geographic Coordinates with Mortality in People with Lower and Higher Education and with Mortality Inequalities in Spain.
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