Literature DB >> 30068013

Design and Implementation of a Pediatric ICU Acuity Scoring Tool as Clinical Decision Support.

Eric Shelov1, Naveen Muthu1, Heather Wolfe2, Danielle Traynor2, Nancy Craig3, Christopher Bonafide1, Vinay Nadkarni2, Daniela Davis2, Maya Dewan4,5.   

Abstract

BACKGROUND AND
OBJECTIVE: Pediatric in-hospital cardiac arrest most commonly occurs in the pediatric intensive care unit (PICU) and is frequently preceded by early warning signs of clinical deterioration. In this study, we describe the implementation and evaluation of criteria to identify high-risk patients from a paper-based checklist into a clinical decision support (CDS) tool in the electronic health record (EHR).
MATERIALS AND METHODS: The validated paper-based tool was first adapted by PICU clinicians and clinical informaticians and then integrated into clinical workflow following best practices for CDS design. A vendor-based rule engine was utilized. Littenberg's assessment framework helped guide the overall evaluation. Preliminary testing took place in EHR development environments with more rigorous evaluation, testing, and feedback completed in the live production environment. To verify data quality of the CDS rule engine, a retrospective Structured Query Language (SQL) data query was also created. As a process metric, preparedness was measured in pre- and postimplementation surveys.
RESULTS: The system was deployed, evaluating approximately 340 unique patients monthly across 4 clinical teams. The verification against retrospective SQL of 15-minute intervals over a 30-day period revealed no missing triggered intervals and demonstrated 99.3% concordance of positive triggers. Preparedness showed improvements across multiple domains to our a priori goal of 90%.
CONCLUSION: We describe the successful adaptation and implementation of a real-time CDS tool to identify PICU patients at risk of deterioration. Prospective multicenter evaluation of the tool's effectiveness on clinical outcomes is necessary before broader implementation can be recommended. Georg Thieme Verlag KG Stuttgart · New York.

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Year:  2018        PMID: 30068013      PMCID: PMC6070387          DOI: 10.1055/s-0038-1667122

Source DB:  PubMed          Journal:  Appl Clin Inform        ISSN: 1869-0327            Impact factor:   2.342


  32 in total

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Authors:  C P Subbe; M Kruger; P Rutherford; L Gemmel
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2.  Technology assessment in medicine.

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3.  Research electronic data capture (REDCap)--a metadata-driven methodology and workflow process for providing translational research informatics support.

Authors:  Paul A Harris; Robert Taylor; Robert Thielke; Jonathon Payne; Nathaniel Gonzalez; Jose G Conde
Journal:  J Biomed Inform       Date:  2008-09-30       Impact factor: 6.317

4.  Promoting care for acutely ill children-development and evaluation of a paediatric early warning tool.

Authors:  Caroline Haines; Marian Perrott; Patricia Weir
Journal:  Intensive Crit Care Nurs       Date:  2005-11-02       Impact factor: 3.072

5.  The Pediatric Early Warning System score: a severity of illness score to predict urgent medical need in hospitalized children.

Authors:  Heather Duncan; James Hutchison; Christopher S Parshuram
Journal:  J Crit Care       Date:  2006-09       Impact factor: 3.425

6.  Huddling for high reliability and situation awareness.

Authors:  Linda M Goldenhar; Patrick W Brady; Kathleen M Sutcliffe; Stephen E Muething
Journal:  BMJ Qual Saf       Date:  2013-06-06       Impact factor: 7.035

7.  Development and validation of a continuously age-adjusted measure of patient condition for hospitalized children using the electronic medical record.

Authors:  Michael J Rothman; Joseph J Tepas; Andrew J Nowalk; James E Levin; Joan M Rimar; Albert Marchetti; Allen L Hsiao
Journal:  J Biomed Inform       Date:  2017-01-03       Impact factor: 6.317

8.  Prospective evaluation of a pediatric inpatient early warning scoring system.

Authors:  Karen M Tucker; Tracy L Brewer; Rachel B Baker; Brenda Demeritt; Michael T Vossmeyer
Journal:  J Spec Pediatr Nurs       Date:  2009-04       Impact factor: 1.260

9.  Development and initial validation of the Bedside Paediatric Early Warning System score.

Authors:  Christopher S Parshuram; James Hutchison; Kristen Middaugh
Journal:  Crit Care       Date:  2009-08-12       Impact factor: 9.097

10.  Ratio of PICU versus ward cardiopulmonary resuscitation events is increasing.

Authors:  Robert A Berg; Robert M Sutton; Richard Holubkov; Carol E Nicholson; J Michael Dean; Rick Harrison; Sabrina Heidemann; Kathleen Meert; Christopher Newth; Frank Moler; Murray Pollack; Heidi Dalton; Allan Doctor; David Wessel; John Berger; Thomas Shanley; Joseph Carcillo; Vinay M Nadkarni
Journal:  Crit Care Med       Date:  2013-10       Impact factor: 7.598

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  6 in total

1.  Performance of a Clinical Decision Support Tool to Identify PICU Patients at High Risk for Clinical Deterioration.

Authors:  Maya Dewan; Naveen Muthu; Eric Shelov; Christopher P Bonafide; Patrick Brady; Daniela Davis; Eric S Kirkendall; Dana Niles; Robert M Sutton; Danielle Traynor; Ken Tegtmeyer; Vinay Nadkarni; Heather Wolfe
Journal:  Pediatr Crit Care Med       Date:  2020-02       Impact factor: 3.624

2.  Assessment of a Situation Awareness Quality Improvement Intervention to Reduce Cardiac Arrests in the PICU.

Authors:  Maya Dewan; Blaise Soberano; Tina Sosa; Matthew Zackoff; Philip Hagedorn; Patrick W Brady; Ranjit S Chima; Erika L Stalets; Lindsey Moore; Maria Britto; Robert M Sutton; Vinay Nadkarni; Ken Tegtmeyer; Heather Wolfe
Journal:  Pediatr Crit Care Med       Date:  2022-01-01       Impact factor: 3.971

3.  Integration of Risk Scores and Integration Capability in Electronic Patient Records.

Authors:  Ann-Kathrin Heider; Harald Mang
Journal:  Appl Clin Inform       Date:  2022-09-07       Impact factor: 2.762

4.  The Effects of Care Team Roles on Situation Awareness in the Pediatric Intensive Care Unit: A Prospective Cross-Sectional Study.

Authors:  Blaise T Soberano; Patrick Brady; Toni Yunger; Rhonda Jones; Erin Stoneman; Tina Sosa; Erika L Stalets; Matthew Zackoff; Ranjit Chima; Ken Tegtmeyer; Maya Dewan
Journal:  J Hosp Med       Date:  2020-10       Impact factor: 2.960

5.  Data Challenges With Real-Time Safety Event Detection And Clinical Decision Support.

Authors:  Eric Steven Kirkendall; Yizhao Ni; Todd Lingren; Matthew Leonard; Eric S Hall; Kristin Melton
Journal:  J Med Internet Res       Date:  2019-05-22       Impact factor: 5.428

6.  Data Model Requirements for a Digital Cognitive Aid for Anesthesia to Support Intraoperative Crisis Management.

Authors:  Stefanie Schild; Julian Gruendner; Christian Gulden; Hans-Ulrich Prokosch; Michael St Pierre; Martin Sedlmayr
Journal:  Appl Clin Inform       Date:  2020-03-11       Impact factor: 2.342

  6 in total

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