Literature DB >> 29666161

Implementation of the Sepsis Risk Calculator at an Academic Birth Hospital.

Miren B Dhudasia1,2, Sagori Mukhopadhyay1,2,3, Karen M Puopolo4,2,3.   

Abstract

BACKGROUND: Multivariate predictive models for estimating the risk of neonatal early-onset sepsis (EOS) are available as a Web-based sepsis risk calculator (SRC) and may reduce the proportion of newborns empirically treated with antibiotics after birth. EOS risk assessment based on such models would require workflow changes at most birth hospitals.
METHODS: A multidisciplinary team of obstetric, neonatal, and information technology staff at a large, academic, birth hospital collaborated to implement the SRC. The obstetric electronic medical record was modified to provide a link to the SRC. Labor and delivery nurses calculated the sepsis risk at birth and alerted neonatal clinicians for risk estimates ≥0.7 cases per 1000 live births. Subsequent interventions were based on the risk estimate and newborn clinical examination. We compared the proportion of infants born at ≥36 weeks' gestation with laboratory testing and empirical antibiotics for risk of EOS during the 15-month periods before (n = 5692) and after (n = 6090) implementation. EOS cases were reviewed to assess for safety.
RESULTS: Empirical antibiotic use among newborns ≤72 hours old declined by 42% (6.3% to 3.7%; relative risk 0.58 [95% confidence interval, 0.50-0.69]), and laboratory testing declined by 82% (26.9% to 4.9%; relative risk 0.18 [95% confidence interval, 0.16-0.21]). The EOS incidence was not different between the study periods, and no safety concerns were identified.
CONCLUSIONS: The SRC was integrated into the workflow of a large, academic perinatal center, resulting in significant reductions in antibiotics and laboratory testing for EOS and demonstrating the potential for this approach to impact national practice.
Copyright © 2018 by the American Academy of Pediatrics.

Entities:  

Year:  2018        PMID: 29666161     DOI: 10.1542/hpeds.2017-0180

Source DB:  PubMed          Journal:  Hosp Pediatr        ISSN: 2154-1671


  13 in total

1.  Neonatal Antibiotic Use: How Much Is Too Much?

Authors:  Dustin D Flannery; Karen M Puopolo
Journal:  Pediatrics       Date:  2018-09       Impact factor: 7.124

Review 2.  Challenges and opportunities for antibiotic stewardship among preterm infants.

Authors:  Sagori Mukhopadhyay; Shaon Sengupta; Karen M Puopolo
Journal:  Arch Dis Child Fetal Neonatal Ed       Date:  2018-11-13       Impact factor: 5.747

3.  Implementation of a Modified Neonatal Early-onset Sepsis Calculator in Well-baby Nursery: a Quality Improvement Study.

Authors:  Michael Zayek; Jayalakshmi Bhat; Katie Bonner; Michelle Blake; Keith Peevy; Om Prakash Jha; Rashmi Gulati; Ramachandra Bhat
Journal:  Pediatr Qual Saf       Date:  2020-07-07

4.  Language models are an effective representation learning technique for electronic health record data.

Authors:  Ethan Steinberg; Ken Jung; Jason A Fries; Conor K Corbin; Stephen R Pfohl; Nigam H Shah
Journal:  J Biomed Inform       Date:  2020-12-05       Impact factor: 6.317

5.  Impact of Integrating a Neonatal Early-Onset Sepsis Risk Calculator into the Electronic Health Record.

Authors:  Nyles T Fowler; Michael Garcia; Cynthia Hankins
Journal:  Pediatr Qual Saf       Date:  2019-11-06

6.  Maternal Morbidity and Birth Satisfaction After Implementation of a Validated Calculator to Predict Cesarean Delivery During Labor Induction.

Authors:  Rebecca F Hamm; Jennifer McCoy; Amal Oladuja; Hilary R Bogner; Michal A Elovitz; Knashawn H Morales; Sindhu K Srinivas; Lisa D Levine
Journal:  JAMA Netw Open       Date:  2020-11-02

7.  Real-world implementation of precision psychiatry: Transdiagnostic risk calculator for the automatic detection of individuals at-risk of psychosis.

Authors:  Dominic Oliver; Giulia Spada; Craig Colling; Matthew Broadbent; Helen Baldwin; Rashmi Patel; Robert Stewart; Daniel Stahl; Richard Dobson; Philip McGuire; Paolo Fusar-Poli
Journal:  Schizophr Res       Date:  2020-06-19       Impact factor: 4.939

8.  Early-onset sepsis risk calculator: a review of its effectiveness and comparative study with our evidence-based local guidelines.

Authors:  Gianluigi Laccetta; Massimiliano Ciantelli; Cristina Tuoni; Emilio Sigali; Mario Miccoli; Armando Cuttano
Journal:  Ital J Pediatr       Date:  2021-03-25       Impact factor: 2.638

9.  Sensitivity of the Kaiser Permanente early-onset sepsis calculator: A systematic review and meta-analysis.

Authors:  Katherine J Pettinger; Katie Mayers; Liz McKechnie; Bob Phillips
Journal:  EClinicalMedicine       Date:  2019-12-22

10.  Infection control and other stewardship strategies in late onset sepsis, necrotizing enterocolitis, and localized infection in the neonatal intensive care unit.

Authors:  Samia Aleem; Megan Wohlfarth; C Michael Cotten; Rachel G Greenberg
Journal:  Semin Perinatol       Date:  2020-10-12       Impact factor: 3.300

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