ArticlePloS one2016
Vital Sign Prediction of Adverse Maternal Outcomes in Women with Hypovolemic Shock: The Role of Shock Index.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers.
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Who cites it
36 citing papers in PubMed, 124 citations in OpenAlex.
- Does route matter? Impact of route of oxytocin administration on postpartum bleeding: A double-blind, randomized controlled trial.PloS one · 2019Trial
- Trial
- Shock index and heart rate standard reference values in the immediate postpartum period: A cohort study.PloS one · 2019Trial
- Fibrinogen Deficiency and Dysfunction in Postpartum Hemorrhage: Evidence, Thresholds, and Management Across Resource Settings.Journal of clinical medicine · 2026Review
- PAD Score: A Clinical Prediction Tool for Disseminated Intravascular Coagulation in Placental Abruption.Journal of clinical medicine · 2026Article
- Evaluating shock index for prediction of adverse maternal outcomes related to postpartum haemorrhage and maternal sepsis in Sierra Leone: a prospective observational cohort study.EClinicalMedicine · 2025Article
- Prevalence of, and Factors Associated with Hemodynamic Instability Among Women Presenting with Incomplete Abortion at a Tertiary Hospital in Southwestern Uganda.International journal of women's health · 2025Article
- Disentangling the phenotypic patterns of hypertension and chronic hypotension.Journal of biomedical informatics · 2024Article
- Operational demonstration and process evaluation of non-pneumatic anti-shock garment (NASG) introduction to the public health system of Northern Province, Zambia.BMC health services research · 2023Observational
- 'A prospective case control study to evaluate shock index for identifying patients at risk of clinically important malaria in refugee settings'.Tropical doctor · 2023Article
- Scale-up of a novel vital signs alert device to improve maternity care in Sierra Leone: a mixed methods evaluation of adoption.Reproductive health · 2023Article
- Review of Current Insights and Therapeutic Approaches for the Treatment of Refractory Postpartum Hemorrhage.International journal of women's health · 2023Review
- Predictors of time to recovery from postpartum hemorrhage in Debre Markos comprehensive specialized hospital, Northwest, Ethiopia, 2020/21.BMC pregnancy and childbirth · 2022Article
- Postpartum haemorrhage in anaemic women: assessing outcome measures for clinical trials.Trials · 2022Article
- FIGO recommendations on the management of postpartum hemorrhage 2022.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2022Article
- Development and validation of a practical machine-learning triage algorithm for the detection of patients in need of critical care in the emergency department.Scientific reports · 2021Article
- Prognosticating Fetomaternal ICU Outcomes.Indian journal of critical care medicine : peer-reviewed, official publication of Indian Society of Critical Care Medicine · 2021Article
- Use of noninvasive volume assessment methods to predict acute blood loss in spontaneously breathing volunteers.Clinical and experimental emergency medicine · 2021Article
- Pregnancy-Related Hysterectomy for Peripartum Hemorrhage: A Literature Narrative Review of the Diagnosis, Management, and Techniques.BioMed research international · 2021Review
- Sodium bicarbonated Ringer's solution effectively improves coagulation function and lactic acid metabolism in patients with severe multiple injuries and traumatic shock.American journal of translational research · 2021Article
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 2 countries.
Funding
Abstract
objectiveTo determine the optimal vital sign predictor of adverse maternal outcomes in women with hypovolemic shock secondary to obstetric hemorrhage and to develop thresholds for referral/intensive monitoring and need for urgent intervention to inform a vital sign alert device for low-resource settings. STUDY
designWe conducted secondary analyses of a dataset of pregnant/postpartum women with hypovolemic shock in low-resource settings (n = 958). Using receiver-operating curve analysis, we evaluated the predictive ability of pulse, systolic blood pressure, diastolic blood pressure, shock index, mean arterial pressure, and pulse pressure for three adverse maternal outcomes: (1) death, (2) severe maternal outcome (death or severe end organ dysfunction morbidity); and (3) a combined severe maternal and critical interventions outcome comprising death, severe end organ dysfunction morbidity, intensive care admission, blood transfusion ≥ 5 units, or emergency hysterectomy. Two threshold parameters with optimal rule-in and rule-out characteristics were selected based on sensitivities, specificities, and positive and negative predictive values.
resultsShock index was consistently among the top two predictors across adverse maternal outcomes. Its discriminatory ability was significantly better than pulse and pulse pressure for maternal death (p<0.05 and p<0.01, respectively), diastolic blood pressure and pulse pressure for severe maternal outcome (p<0.01), and systolic and diastolic blood pressure, mean arterial pressure and pulse pressure for severe maternal outcome and critical interventions (p<0.01). A shock index threshold of ≥ 0.9 maintained high sensitivity (100.0) with clinical practicality, ≥ 1.4 balanced specificity (range 70.0-74.8) with negative predictive value (range 93.2-99.2), and ≥ 1.7 further improved specificity (range 80.7-90.8) without compromising negative predictive value (range 88.8-98.5).
conclusionsFor women with hypovolemic shock from obstetric hemorrhage, shock index was consistently a strong predictor of all adverse outcomes. In lower-level facilities in low resource settings, we recommend a shock index threshold of ≥ 0.9 indicating need for referral, ≥ 1.4 indicating urgent need for intervention in tertiary facilities and ≥ 1.7 indicating high chance of adverse outcome. The vital sign alert device incorporated values 0.9 and 1.7; however, all thresholds will be prospectively validated and clinical pathways for action appropriate to setting established prior to clinical implementation.
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