SynthesisBMC pregnancy and childbirth2017
Measurement properties of comorbidity indices in maternal health research: a systematic review.
Synthesis in BMC pregnancy and childbirth, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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Who cites it
20 citing papers in PubMed, 1 synthesis or guideline pooled it, 66 citations in OpenAlex.
- Risk prediction models for maternal mortality: A systematic review and meta-analysis.PloS one · 2018Pooled it
- A novel maternal prenatal risk index to predict mortality-weighted severe maternal morbidity at hospitalization: a retrospective cohort study.Lancet regional health. Americas · 2026Article
- Global burden of maternal disorders, 1990-2021: insights from the Global Burden of Disease Study 2021 and challenges for achieving 2030 Sustainable Development Goals.Journal of global health · 2026Article
- Multiple Chronic Conditions Before Pregnancy and Risk of Adverse Maternal Health Outcomes: Population-Based Cohort Study.BJOG : an international journal of obstetrics and gynaecology · 2026Article
- The Obstetric Comorbidity Index (OB-CMI) and its association with ICU admission and length of hospital stay in pregnant patients with pulmonary hypertension: a retrospective cohort study (1996-2025).International journal of obstetric anesthesia · 2025Article
- Using multi-level regression to determine associations and estimate causes and effects in clinical anesthesia due to patient, practitioner and hospital or health system practice variability.Journal of anesthesia · 2025Review
- Neurobehavioral disorders among children born to mothers exposed to illicit substances during pregnancy.BMC medicine · 2024Article
- The global burden, risk and inequality of maternal obstructed labor and uterine rupture from 1990 to 2019.BMC public health · 2024Article
- The association between midwifery staffing and reported harmful incidents: a cross-sectional analysis of routinely collected data.BMC health services research · 2024Article
- Anesthesia practice for Cesarean delivery in Japan: a retrospective cohort study.Canadian journal of anaesthesia = Journal canadien d'anesthesie · 2024Article
- The development of a core outcome set for studies of pregnant women with multimorbidity.BMC medicine · 2023Article
- Key outcomes for reporting in studies of pregnant women with multiple long-term conditions: a qualitative study.BMC pregnancy and childbirth · 2023Article
- Article
- Trend in neuraxial morphine use and postoperative analgesia after cesarean delivery in Japan from 2005 to 2020.Scientific reports · 2022Article
- Current Epidemiology of the General Anesthesia Practice for Cesarean Delivery Using a Nationwide Claims Database in Japan: A Descriptive Study.Journal of clinical medicine · 2022Article
- Doula care across the maternity care continuum and impact on maternal health: Evaluation of doula programs across three states using propensity score matching.EClinicalMedicine · 2022Article
- Epidemiology of pre-existing multimorbidity in pregnant women in the UK in 2018: a population-based cross-sectional study.BMC pregnancy and childbirth · 2022Article
- Neighbourhood material deprivation and severe maternal morbidity: a population-based cohort study in Ontario, Canada.BMJ open · 2021Article
- Variability in intensive care unit admission among pregnant and postpartum women in Canada: a nationwide population-based observational study.Critical care (London, England) · 2019Observational
- Long-term mortality in mothers of infants with neonatal abstinence syndrome: A population-based parallel-cohort study in England and Ontario, Canada.PLoS medicine · 2019Article
Corrections and comments
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Authors and funding
5 authors at 4 institutions in 2 countries.
Funding
Abstract
backgroundMaternal critical illness occurs in 1.2 to 4.7 of every 1000 live births in the United States and approximately 1 in 100 women who become critically ill will die. Patient characteristics and comorbid conditions are commonly summarized as an index or score for the purpose of predicting the likelihood of dying; however, most such indices have arisen from non-pregnant patient populations. We sought to systematically review comorbidity indices used in health administrative datasets of pregnant women, in order to critically appraise their measurement properties and recommend optimal tools for clinicians and maternal health researchers.
methodsWe conducted a systematic search of MEDLINE and EMBASE to identify studies published from 1946 and 1947, respectively, to May 2017 that describe predictive validity of comorbidity indices using health administrative datasets in the field of maternal health research. We applied a methodological PubMed search filter to identify all studies of measurement properties for each index.
resultsOur initial search retrieved 8944 citations. The full text of 61 articles were identified and assessed for final eligibility. Finally, two eligible articles, describing three comorbidity indices appropriate for health administrative data remained: The Maternal comorbidity index, the Charlson comorbidity index and the Elixhauser Comorbidity Index. These studies of identified indices had a low risk of bias. The lack of an established consensus-building methodology in generating each index resulted in marginal sensibility for all indices. Only the Maternal Comorbidity Index was derived and validated specifically from a cohort of pregnant and postpartum women, using an administrative dataset, and had an associated c-statistic of 0.675 (95% Confidence Interval 0.647-0.666) in predicting mortality.
conclusionsOnly the Maternal Comorbidity Index directly evaluated measurement properties relevant to pregnant women in health administrative datasets; however, it has only modest predictive ability for mortality among development and validation studies. Further research to investigate the feasibility of applying this index in clinical research, and its reliability across a variety of health administrative datasets would be incrementally helpful. Evolution of this and other tools for risk prediction and risk adjustment in pregnant and post-partum patients is an important area for ongoing study.
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