1. Individual and contextual correlates of cardiovascular diseases among adults in the United States: a geospatial and multilevel analysis.
- Author
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Sun, Wenjie, Gong, Fang, and Xu, Jun
- Subjects
CARDIOVASCULAR diseases ,MYOCARDIAL infarction ,AIRPORTS ,EDUCATIONAL attainment ,SOCIOECONOMIC factors ,CARDIOVASCULAR diseases risk factors - Abstract
This study is among the first few efforts to examine both individual and contextual correlates of major forms of cardiovascular diseases (CVDs) in a comprehensive manner. With data from the Behavioral Risk Factor Surveillance System, the 2010 Census, and a variety of other sources, we applied both geospatial and multilevel statistical analyses to investigate patterns of CVDs in conterminous U.S. counties, and identified underlying dynamics through a wide array of potential contributing factors. Our spatial analysis revealed hot spots primarily in the Southeastern United States, where CVDs prevalence rates exceeded those of other regions. We found that both individual and contextual factors were associated with CVDs, and some associations were disease-specific among heart attack, angina, and stroke. Beyond individual level socio-demographic characteristics and lifestyle choices, county level education attainment, geographic clustering of racial and ethnic minorities, fine particulates in the air and park area size and availability were among the most important correlates. Results from this project provided valuable insights into the complex processes behind CVDs in a spatially vast and heterogeneous study area by incorporating environmental in addition to traditional demographic, behavioral and socioeconomic status factors across multiple spatial scales through combined geospatial and traditional statistical methods. Some notable policy implications from this study to combat CVDs at the macro level included promoting spatially more equitable distributions of parks with respect to population, improving aggregate educational attainment, and creating more racially diverse communities. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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