Multivariable prospective Cox Regression analysis with time-dependent covariates was used to examine data from 7802 participants in the prospective Atherosclerosis Risk in Communities Cohort. The data included 861 new diabetes cases during 98,543 person-years of follow up (mean = 13.3 years).