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Interstate Variation in Modifiable Risk Factors and Cardiovascular Mortality in the United States

OBJECTIVE: We investigated the role of state-level differences in modifiable cardiovascular (CV) risk factors in contributing to state disparities in cardiovascular mortality rates in the US. METHODS: Adults aged 45–74 in 2010 were examined. We constructed a CV risk index summarizing state-level exp...

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Autores principales: Patel, Shivani A., Narayan, K. M. Venkat, Ali, Mohammed K., Mehta, Neil K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4086813/
https://www.ncbi.nlm.nih.gov/pubmed/25003975
http://dx.doi.org/10.1371/journal.pone.0101531
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author Patel, Shivani A.
Narayan, K. M. Venkat
Ali, Mohammed K.
Mehta, Neil K.
author_facet Patel, Shivani A.
Narayan, K. M. Venkat
Ali, Mohammed K.
Mehta, Neil K.
author_sort Patel, Shivani A.
collection PubMed
description OBJECTIVE: We investigated the role of state-level differences in modifiable cardiovascular (CV) risk factors in contributing to state disparities in cardiovascular mortality rates in the US. METHODS: Adults aged 45–74 in 2010 were examined. We constructed a CV risk index summarizing state-level exposure to current smoking, obesity, physical inactivity, alcohol abstinence, hypertension, elevated cholesterol, and diabetes using the Behavioral Risk Factor Surveillance System. Outcomes were cardiovascular, coronary heart disease, and stroke mortality. Linear regression was used to estimate associations between the CV risk index and mortality outcomes. Models accounted for state-level socioeconomic characteristics and other potential confounders. RESULTS: Risk factors were highly correlated at the state-level (Cronbach's alpha 0.85 (men) and 0.92 (women). Each +1SD difference in the cardiovascular risk index was associated with higher adjusted cardiovascular mortality rates by 41.0 (95%CI = 26.3, 55.7) and 33.3 (95%CI = 24.4, 42.2) deaths per 100,000 for men and women, respectively. The index accounted for 8% (men) and 11% (women) of the variation in state-level cardiovascular mortality. Comparable associations were also observed for coronary heart disease and stroke mortality. CONCLUSIONS: CV risk factors were highly correlated at the state-level and were independently associated with state CV mortality, suggesting the utility of generalized CV risk reduction.
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spelling pubmed-40868132014-07-14 Interstate Variation in Modifiable Risk Factors and Cardiovascular Mortality in the United States Patel, Shivani A. Narayan, K. M. Venkat Ali, Mohammed K. Mehta, Neil K. PLoS One Research Article OBJECTIVE: We investigated the role of state-level differences in modifiable cardiovascular (CV) risk factors in contributing to state disparities in cardiovascular mortality rates in the US. METHODS: Adults aged 45–74 in 2010 were examined. We constructed a CV risk index summarizing state-level exposure to current smoking, obesity, physical inactivity, alcohol abstinence, hypertension, elevated cholesterol, and diabetes using the Behavioral Risk Factor Surveillance System. Outcomes were cardiovascular, coronary heart disease, and stroke mortality. Linear regression was used to estimate associations between the CV risk index and mortality outcomes. Models accounted for state-level socioeconomic characteristics and other potential confounders. RESULTS: Risk factors were highly correlated at the state-level (Cronbach's alpha 0.85 (men) and 0.92 (women). Each +1SD difference in the cardiovascular risk index was associated with higher adjusted cardiovascular mortality rates by 41.0 (95%CI = 26.3, 55.7) and 33.3 (95%CI = 24.4, 42.2) deaths per 100,000 for men and women, respectively. The index accounted for 8% (men) and 11% (women) of the variation in state-level cardiovascular mortality. Comparable associations were also observed for coronary heart disease and stroke mortality. CONCLUSIONS: CV risk factors were highly correlated at the state-level and were independently associated with state CV mortality, suggesting the utility of generalized CV risk reduction. Public Library of Science 2014-07-08 /pmc/articles/PMC4086813/ /pubmed/25003975 http://dx.doi.org/10.1371/journal.pone.0101531 Text en © 2014 Patel et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Patel, Shivani A.
Narayan, K. M. Venkat
Ali, Mohammed K.
Mehta, Neil K.
Interstate Variation in Modifiable Risk Factors and Cardiovascular Mortality in the United States
title Interstate Variation in Modifiable Risk Factors and Cardiovascular Mortality in the United States
title_full Interstate Variation in Modifiable Risk Factors and Cardiovascular Mortality in the United States
title_fullStr Interstate Variation in Modifiable Risk Factors and Cardiovascular Mortality in the United States
title_full_unstemmed Interstate Variation in Modifiable Risk Factors and Cardiovascular Mortality in the United States
title_short Interstate Variation in Modifiable Risk Factors and Cardiovascular Mortality in the United States
title_sort interstate variation in modifiable risk factors and cardiovascular mortality in the united states
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4086813/
https://www.ncbi.nlm.nih.gov/pubmed/25003975
http://dx.doi.org/10.1371/journal.pone.0101531
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