Improving US maternal mortality reporting by analyzing literal text on death certificates, United States, 2016-2017

Changes in data collection and processing of US maternal mortality data across states over time have led to inconsistencies in maternal death reporting. Our purpose was to identify possible misclassification of maternal deaths and to apply alternative coding methods to improve specificity of materna...

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Bibliographic Details
Published in:PloS one 2020-10, Vol.15 (10), p.e0240701-e0240701
Main Authors: MacDorman, Marian F, Thoma, Marie, Declercq, Eugene
Format: Article
Language:English
Subjects:
Adult
Cardiomyopathy
Cause of Death
Circulatory system
Coding
Data collection
Death
Death Certificates
Diabetes
Disease
Embolism
Fatalities
Female
Forecasts and trends
Hemorrhage
Humans
Management
Maternal Mortality
Medicine and Health Sciences
Middle Aged
Mortality
Obstetrics
People and Places
Postpartum
Pre-eclampsia
Pregnancy
Pregnancy complications
Public health
Pulmonary embolisms
Registries (Medicine)
Research Report
United States - epidemiology
Vital statistics
Young Adult
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Summary:Changes in data collection and processing of US maternal mortality data across states over time have led to inconsistencies in maternal death reporting. Our purpose was to identify possible misclassification of maternal deaths and to apply alternative coding methods to improve specificity of maternal causes. We analyzed 2016-2017 US vital statistics mortality data with cause-of-death literals (actual words written on the death certificate) added. We developed an alternative coding strategy to code the "primary cause of death" defined as the most likely cause that led to death. We recoded deaths with or without literal pregnancy mentions to maternal and non-maternal causes, respectively. Originally coded and recoded data were compared for overall maternal deaths and for a subset of deaths originally coded to ill-defined causes. Among 1691 originally coded maternal deaths, 597 (35.3%) remained a maternal death upon recoding and 1094 (64.7%) were recoded to non-maternal causes. The most common maternal causes were eclampsia and preeclampsia, obstetric embolism, postpartum cardiomyopathy, and obstetric hemorrhage. The most common non-maternal causes were diseases of the circulatory system and cancer, similar to the leading causes of death among all reproductive-age women (excluding injuries). Among 735 records originally coded to ill-defined causes, 94% were recoded to more specific, informative causes from literal text. Eighteen deaths originally coded as non-maternal mentioned pregnancy in the literals and were recoded as maternal deaths. Literal text provides more detailed information on cause of death which is often lost during coding. We found evidence of both underreporting and overreporting of maternal deaths, with possible overreporting predominant. Accurate data is essential for measuring the effectiveness of maternal mortality reduction programs.
ISSN:1932-6203
1932-6203
DOI:10.1371/journal.pone.0240701