TY - JOUR
T1 - Changes in Cardiovascular Disease Burden in China after Release of the 2011 Chinese Guidelines for Cardiovascular Disease Prevention
T2 - A Bayesian Causal Impact Analysis
AU - Yang, Zhao
AU - Kwok, Man Ki
AU - Schooling, Catherine Mary
AU - Liu, Jing
N1 - Publisher Copyright:
© 2023 Cardiovascular Innovations and Applications. Creative Commons Attribution-NonCommercial 4.0 International License
PY - 2023
Y1 - 2023
N2 - Objective: This study aimed to investigate the effects of the 2011 Chinese Society of Cardiology guidelines (2011 CSC guidelines) on the overall and subtype specific cardiovascular disease (CVD) burden in China. Methods: We conducted a Bayesian causal impact analysis to investigate changes in the burden of CVD overall and 13 subcategories, before and after release of the 2011 CSC guidelines, by using publicly available data during 1990–2019. Results: The 2011 CSC guidelines were associated with moderate declines in CVD mortality (5.7%; equivalent to161 per 100,000) and DALYs (2.9%; 1429 per 100,000), but small increases in incidence and prevalence, with an approximately 1-year lagged effect. Similar impact patterns were observed for ischemic stroke, cardiomyopathy and myocarditis, and aortic aneurysm. Release of the 2011 CSC guidelines increased intracerebral hemorrhage incidence, but sharply decreased rheumatic, ischemic, and non-rheumatic valvular heart disease mortality and DALY rates. The burden of other CVD subcategories was unchanged. Health worker numbers, population size, disposable income, hospital admission rates, and crude death rates were critical contributors to CVD burden beyond the 2011 CSC guidelines. Conclusion: The 2011 CSC guidelines decreased the burden of CVD and several subcategories. However, efforts to enhance health promotion and strengthen healthcare remain urgently needed in China.
AB - Objective: This study aimed to investigate the effects of the 2011 Chinese Society of Cardiology guidelines (2011 CSC guidelines) on the overall and subtype specific cardiovascular disease (CVD) burden in China. Methods: We conducted a Bayesian causal impact analysis to investigate changes in the burden of CVD overall and 13 subcategories, before and after release of the 2011 CSC guidelines, by using publicly available data during 1990–2019. Results: The 2011 CSC guidelines were associated with moderate declines in CVD mortality (5.7%; equivalent to161 per 100,000) and DALYs (2.9%; 1429 per 100,000), but small increases in incidence and prevalence, with an approximately 1-year lagged effect. Similar impact patterns were observed for ischemic stroke, cardiomyopathy and myocarditis, and aortic aneurysm. Release of the 2011 CSC guidelines increased intracerebral hemorrhage incidence, but sharply decreased rheumatic, ischemic, and non-rheumatic valvular heart disease mortality and DALY rates. The burden of other CVD subcategories was unchanged. Health worker numbers, population size, disposable income, hospital admission rates, and crude death rates were critical contributors to CVD burden beyond the 2011 CSC guidelines. Conclusion: The 2011 CSC guidelines decreased the burden of CVD and several subcategories. However, efforts to enhance health promotion and strengthen healthcare remain urgently needed in China.
KW - 2011 CSC guidelines
KW - cardiovascular disease burden
KW - causal impact
UR - http://www.scopus.com/inward/record.url?scp=85184775056&partnerID=8YFLogxK
U2 - 10.15212/CVIA.2023.0069
DO - 10.15212/CVIA.2023.0069
M3 - Article
AN - SCOPUS:85184775056
SN - 2009-8618
VL - 8
SP - 1
EP - 12
JO - Cardiovascular Innovations and Applications
JF - Cardiovascular Innovations and Applications
IS - 1
ER -