Use of the Sentinel System to Examine Medical Product Use and Outcomes During Pregnancy.
Jennifer G LyonsMayura U ShindeJudith C MaroAndrew B PetroneAustin CosgroveMaria E KempnerSusan E AndradeJamila MwidauDanijela StojanovicJosé J Hernández-MuñozSengwee TohPublished in: Drug safety (2024)
While many pregnant individuals use prescription medications, evidence supporting product safety during pregnancy is often inadequate. Existing electronic healthcare data sources provide large, diverse samples of health plan members to allow for the study of medical product utilization during pregnancy, as well as pregnancy, maternal, and infant outcomes. The Sentinel System is a national medical product surveillance system that includes administrative claims and electronic health record databases from large national and regional health insurers. In addition to these data sources, Sentinel develops and maintains a sizeable selection of analytic tools to facilitate epidemiologic analyses in a way that protects patient privacy and health system autonomy. In this article, we provide an overview of Sentinel System infrastructure, including the Mother-Infant Linkage Table, parameterizable analytic tools, and algorithms to estimate gestational age and identify pregnancy outcomes. We also describe past and future Sentinel work that contributes to our understanding of the way medical products are used and the safety of these products during pregnancy.
Keyphrases
- healthcare
- electronic health record
- pregnancy outcomes
- public health
- gestational age
- pregnant women
- birth weight
- big data
- preterm birth
- health information
- machine learning
- drinking water
- quality improvement
- clinical decision support
- mental health
- artificial intelligence
- adipose tissue
- physical activity
- current status
- human immunodeficiency virus
- health promotion
- hiv infected
- health insurance
- weight gain
- dna methylation
- risk assessment
- data analysis