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A Novel Method for Involving Women of Color at High Risk for Preterm Birth in Research Priority Setting
Published on: January 12, 2018
Diving into CDC pregnancy data in the United States: longitudinal study and interactive application
Andrea O Clark-Sevilla1, Yun C Lin1, Arnav Saxena2
1Department of Computer Science, Columbia University, New York, NY 10027, United States.
Insights
Preterm birth (PTB) rates are rising, particularly late PTBs, with significant racial disparities. Short interpregnancy intervals and increased maternal age are confirmed risk factors. This study highlights trends from 1968-2021.
Area of Science:
- Public Health
- Epidemiology
- Reproductive Health
Background:
- Preterm birth (PTB) is a leading cause of neonatal mortality and morbidity.
- Understanding long-term trends and risk factors for PTB is crucial for public health interventions.
- CDC natality data provides a valuable resource for analyzing PTB trends over decades.
Purpose of the Study:
- To conduct a longitudinal analysis of PTB risk factors using CDC natality data from 1968 to 2021.
- To identify trends in PTB outcomes and their association with demographic and clinical factors.
- To develop an accessible tool for researchers and clinicians to explore PTB data.
Main Methods:
- Longitudinal analysis of CDC Natality data (1968-2021).
- Examination of PTB trends across race, maternal age, education, and interpregnancy intervals (IPIs).
- Development of an interactive RShiny web application (CDC NatView) for data exploration.
Main Results:
- An upward trend in late PTBs was observed.
- Significant racial disparities in PTB rates persist between African American and White populations.
- Increasing maternal age and short interpregnancy intervals were confirmed as PTB risk factors.
Conclusions:
- The study highlights concerning trends in late PTBs and persistent racial disparities.
- Increased maternal age and short IPIs are significant risk factors for PTB.
- The CDC NatView tool offers a valuable resource for further research into PTB and maternal morbidities.
Objective:
Preterm birth (PTB) is a major determinant of neonatal mortality, morbidity, and childhood disability. In this article, we present a longitudinal analysis of the risk factors associated with PTB and how they have varied over the years: starting from 1968 when the CDC first started, reporting the natality data, up until 2021. Along with this article, we are also releasing an RShiny web application that will allow for easy consumption of this voluminous dataset by the research community. Further, we hope this tool can aid clinicians in the understanding and prevention of PTB.
Materials And Methods:
This study used the CDC Natality data from 1968 to 2021 to analyze trends in PTB outcomes across the lens of various features, including race, maternal age, education, and interval length between pregnancies. Our interactive RShiny web application, CDC NatView, allows users to explore interactions between maternal risk factors and maternal morbidity conditions and the aforementioned features.
Results:
Our study demonstrates how CDC data can be leveraged to conduct a longitudinal analysis of natality trends in the United States. Our key findings reveal an upward trend in late PTBs, which is concerning. Moreover, a significant disparity exists between African American and White populations in terms of PTB. These disparities persist in other areas, such as education, body-mass index, and access to prenatal care later in pregnancy.
Discussion:
Another notable finding is the increase in maternal age over time. Additionally, we confirm that short interpregnancy intervals (IPIs) are a risk factor for PTBs. To facilitate the exploration of pregnancy risk factors, infections, and maternal morbidity, we developed an open-source RShiny tool called CDC NatView. This software offers a user-friendly interface to interact with and visualize the CDC natality data, which constitutes an invaluable resource.
Conclusion:
In conclusion, our study has shed light on the rise of late PTBs and the persistent disparities in PTB rates between African American and White populations in the US. The increase in maternal age and the confirmation of a short IPI as a risk factor for PTB are noteworthy findings. Our open-source tool, CDC NatView, can be a valuable resource for further exploration of the CDC natality data to enhance our understanding of pregnancy risk factors and the interaction of PTB outcomes and maternal morbidities.
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