This Western Pennsylvania-based study will (1) improve cardiovascular risk stratification to identify high-risk populations, (2) identify disparities in cardiovascular risk based on race, socioeconomic status, and geographic location, (3) evaluate mechanisms for population differences in cardiovascular risk, and (4) implement a multidisciplinary community-based intervention program to decrease cardiovascular risk in high-risk populations. These goals, which are designed to eliminate ethnic and racial health disparities, are closely tied to the National Initiative to Eliminate Racial and Ethnic Disparities in Health and the nation's health promotion and disease prevention agenda established in Healthy People 2010.