Related Experiment Video
Updated: Feb 8, 2026

Determining the Role of Maternally-Expressed Genes in Early Development with Maternal Crispants
Published on: December 21, 2021
Criticality of Maternal Complications During Childbirths
Jean Guglielminotti, Ruth Landau1, Cynthia A Wong2
1From the Department of Anesthesiology, Columbia University College of Physicians and Surgeons, New York, New York.
Background:
The incidence of severe maternal morbidity is increasing in the United Sates. To improve maternal outcomes, three maternal complications have been selected for priority intervention based on their proportionate mortality and preventability: obstetric hemorrhage, severe hypertension, and venous thromboembolism. This approach excludes complications that are not associated with high mortality but significantly contribute to maternal morbidity. The aim of this study was to provide an alternative ranking of maternal complications requiring interventions using cost-based criticality analysis.
Methods:
Discharge records indicating delivery hospitalizations, and 17 maternal complications were identified using International Classification of Diseases, Ninth Revision, Clinical Modification codes in the 2012 National Inpatient Sample, a 20% national representative sample of hospital discharge records from community hospitals. For each complication, criticality was calculated as the product of its incidence and severity. Severity was estimated using excess cost, the difference between the mean costs of discharges with and without the complication. Costs were calculated as the product of hospital charges and a cost-to-charge ratio and adjusted with a linear regression model. Complications were ranked based on criticality.
Results:
The study sample included 734,865 delivery hospitalizations. At least one complication was recorded in 80,657 discharges (11.0%, 95% confidence interval = 10.9-11.1). The four highest-ranked critical complications were pre-eclampsia/eclampsia (criticality: $93), postpartum hemorrhage ($47), gestational hypertension ($34), and anesthesia-related complications ($5).
Conclusions:
In addition to postpartum hemorrhage and severe hypertension, anesthesia-related complications and gestational hypertension may be new priority targets for interventions during delivery hospitalizations. Criticality analysis seems to be an alternative or complimentary approach for planning healthcare quality improvement programs.
Related Concept Videos
Critical Region, Critical Values and Significance Level
In hypothesis testing, a sample statistic is converted to a test statistic using z, t, or chi-square distribution. A critical region is an area under the curve in probability distributions demarcated by the critical value. When the test statistic falls in this region, it suggests that the null hypothesis must be rejected. As this region contains all those values of the...
Hemodialysis II: Procedure and Complications
Critical Values
Critical Thinking I
Critical Thinking II
Critical Thinking
Colleges and universities are...

