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Mortality in Women with Coronary Artery Disease in Paraná State, Brazil: A Bayesian Spatiotemporal Analysis
Marcelo Puzzi1, Miyoko Massago1,2, Júlia Loverde Gabella2,3
1Post-Graduation Program in Health Sciences, State University of Maringá, Maringá, Brazil.
Insights
Coronary artery disease (CAD) mortality in women aged 50-79 in Paraná, Brazil, decreased by 22.6% from 2010-2019. Improved access to care and municipal performance reduced risks, though regional disparities persist.
Area of Science:
- Cardiovascular epidemiology
- Public health research
- Health services research
Background:
- Coronary artery disease (CAD) mortality in women is complex, influenced by biological, sociocultural, economic, and healthcare factors.
- Understanding these determinants is vital for improving healthcare for women.
- This study focuses on identifying social and clinical variables linked to CAD mortality risk in women aged 50-79 in Paraná, Brazil (2010-2019).
Purpose of the Study:
- To identify social and clinical variables associated with coronary artery disease (CAD) mortality risk in women aged 50-79.
- To analyze trends in CAD mortality in Paraná state, Brazil, between 2010 and 2019.
- To inform targeted public health interventions for reducing CAD mortality in women.
Main Methods:
- Ecological study utilizing secondary data from E-Gestor, IPARDES, and DATASUS.
- Bayesian spatiotemporal analysis with Markov Chain Monte Carlo simulations.
- Integration of raw and standardized CAD mortality rates with sociodemographic and healthcare service variables.
Main Results:
- A total of 14,603 deaths from CAD were recorded between 2010 and 2019.
- Overall CAD mortality risk in women decreased by approximately 22.6% from 2010 to 2019, with a notable decline after 2014.
- Factors contributing to this reduction include increased exercise stress testing (4%), improved cardiology center accessibility (8%), and higher municipal performance index (34%).
- However, certain regions exhibited higher-than-expected CAD mortality risks, indicating persistent disparities.
Conclusions:
- CAD-related deaths among women in Paraná state have declined over the past decade.
- This decrease is linked to enhanced exercise stress testing, better access to cardiology services, and improved municipal performance.
- Persistent regional disparities necessitate prioritizing strategies to improve cardiovascular healthcare access in less developed areas.
Background:
Mortality resulting from coronary artery disease (CAD) among women is a complex issue influenced by many factors that encompass not only biological distinctions but also sociocultural, economic, and healthcare-related components. Understanding these factors is crucial to enhance healthcare provisions. Therefore, this study seeks to identify the social and clinical variables related to the risk of mortality caused by CAD in women aged 50 to 79 years old in Paraná state, Brazil, between 2010 and 2019.
Methods:
This is an ecological study based on secondary data sourced from E-Gestor, IPARDES, and DATASUS. We developed a model that integrates both raw and standardized coronary artery disease (CAD) mortality rates, along with sociodemographic and healthcare service variables. We employed Bayesian spatiotemporal analysis with Markov Chain Monte Carlo simulations to assess the relative risk of CAD mortality, focusing specifically on women across the state of Paraná.
Results:
A total of 14,603 deaths from CAD occurred between 2010 and 2019. Overall, temporal analysis indicates that the risk of CAD mortality decreased by around 22.6% between 2010 (RR of 1.06) and 2019 (RR of 0.82). This decline was most prominent after 2014. The exercise stress testing rate, accessibility of cardiology centers, and IPARDES municipal performance index contributed to the reduction of CAD mortality by approximately 4%, 8%, and 34%, respectively. However, locally, regions in the Central-West, Central-South, Central-East, and Southern regions of the Central-North parts of the state exhibited risks higher-than-expected.
Conclusion:
In the last decade, CAD-related deaths among women in Paraná state decreased. This was influenced by more exercise stress testing, better access to cardiology centers, improved municipal performance index. Yet, elevated risks of deaths persist in certain regions due to medical disparities and varying municipal development. Therefore, prioritizing strategies to enhance women's access to cardiovascular healthcare in less developed regions is crucial.
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