RESEARCH ARTICLE
A Modified Delphi Study to Identify Factors
Associated With Clinical Deterioration in
Hospitalized Children
Kristina Krmpotic, MD, FRCPC,
a,b
Ann Van den Bruel, MD, PhD,
c
Anna-Theresa Lobos, MD, FRCPC
d,e
ABSTRACT OBJECTIVE: Hospitalized children who are admitted to the inpatient ward can deteriorate and
require unplanned transfer to the PICU. Studies designed to validate early warning scoring systems
have focused mainly on abnormalities in vital signs in patients admitted to the inpatient ward. The
objective of this study was to determine the patient and system factors that experienced clinicians
think are associated with progression to critical illness in hospitalized children.
METHODS: We conducted a modified Delphi study with 3 iterations, administered electronically.
The expert panel consisted of 11 physician and nonphysician health care providers from hospitals in
Canada and the United States.
RESULTS: Consensus was reached that 21 of the 57 factors presented are associated with clinical
deterioration in hospitalized children. The final list of variables includes patient characteristics, signs
and symptoms in the emergency department, emergency department management, and system
factors.
CONCLUSIONS: We generated a list of variables that can be used in future prospective studies to
determine if they are predictors of clinical deterioration on the inpatient ward.
a
Department of
Pediatrics, Janeway
Children’s Health and
Rehabilitation Centre, St.
John’s, Canada;
b
Faculty
of Medicine, Memorial
University of
Newfoundland, St. John’s,
Canada;
c
Nuffield
Department of Primary
Care Health Sciences,
University of Oxford,
Oxford, United Kingdom;
d
Department of
Pediatrics, Children’s
Hospital of Eastern
Ontario, Ottawa, Canada;
and
e
Faculty of Medicine,
University of Ottawa,
Ottawa, Canada
www.hospitalpediatrics.org
DOI:10.1542/hpeds.2016-0006
Copyright © 2016 by the American Academy of Pediatrics
Address correspondence to Kristina Krmpotic, MD, FRCPC, Pediatric Intensive Care, Janeway Children’s Health and Rehabilitation Centre,
300 Prince Phillip Dr, St. John’s, Newfoundland and Labrador, A1B 3V6, Canada. E-mail: kristina.krmpotic@easternhealth.ca
HOSPITAL PEDIATRICS (ISSN Numbers: Print, 2154-1663; Online, 2154-1671).
FINANCIAL DISCLOSURE: The authors have indicated they have no financial relationships relevant to this article to disclose.
FUNDING: No external funding.
POTENTIAL CONFLICT OF INTEREST: The authors have indicated they have no potential conflicts of interest to disclose.
Dr Krmpotic conceptualized and designed the study and data collection instruments, coordinated and supervised data collection,
carried out the initial analyses, and drafted the initial manuscript; Drs Van den Bruel and Lobos contributed to study design, assisted
with survey design and analysis, and reviewed and revised the manuscript; and all authors approved the final manuscript as submitted.
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