E. Backlund et al., A comparison of the relationships of education and income with mortality: the national longitudinal mortality study, SOCIAL SC M, 49(10), 1999, pp. 1373-1384
A sample of over 400.000 men and women, ages 25-64, from the National Longi
tudinal Mortality Study (NLMS), a cohort study representative of the nonins
titutionalized US population, was followed for mortality between the years
of 1979 and 1989 in order to compare and contrast the functional forms of t
he relationships of education and income with mortality. Results from the s
tudy suggest that functional forms for both variables are nonlinear. Educat
ion is described significantly better by a trichotomy (represented by less
than a high school diplomat a high school diploma or greater but no college
diploma, or a college diploma or greater) than by a simple linear function
for both men (p < 0.0001 for lack of fit) and women (p = 0.006 for lack of
fit). For describing the association between income and mortality, a two-s
loped function, where the decrease in mortality associated with a US$1000 i
ncrease in income is much greater at incomes below US$22,500 than at income
s above US$22,500, fits significantly better than a linear function for bot
h men (p < 0.0001 for lack of fit) and women (p = 0.0005 for lack of fit).
The different shapes for the two functional forms imply that differences in
mortality may primarily be a function of income at the low end of the soci
oeconomic continuum, but primarily a function of education at the high end.
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