Journal article
Knowing Your Patient Population: Techniques to Capture Infants at High Risk for Physical Abuse in a Trauma Registry
Journal of pediatric surgery
08 Feb 2024
PMID: 38413265
Featured in Collection : UN Sustainable Development Goals @ Drexel
Abstract
Physical abuse is a major public health concern and a leading cause of morbidity and mortality in infants. Clinical decision tools derived from trauma registries can facilitate timely risk-stratification. The Trauma Quality Improvement Program (TQIP) database does not report age for children <1 year who are at highest risk for abuse. We report a method to capture these infants despite the missing age.
Patients ≤17 years were identified from TQIP (2017–2019). The primary outcomes included injuries resulting from confirmed or suspected child abuse captured by diagnosis codes or report/investigation of physical abuse, or different caregiver at discharge available in TQIP. We used two methods to select infants within TQIP. In the first, World Health Organization (WHO) growth standards for stature or length-for-age and weight-for-age were selected to capture children younger than 1 year. In the second, a K-means machine learning algorithm was used to cluster patients by weight and height. We compared outcome and injury data with and without patients <1 year.
Using the WHO growth standard 19,916 children <1 year were identified. A total of 20,513 patients had a report of physical abuse filed, and 9393 were infants <1 year. Increased age-adjusted odds ratios [95% CI] were seen for fractures of the upper limb (1.28 [1.22–1.34]), vertebrae (1.89 [1.68–2.13]), ribs (5.2 [4.8–5.63]), and spinal cord (3.39 [2.85–4.02]) and head injuries (1.55 [1.5–1.6]) with infants included.
In a nationwide trauma registry, WHO growth standards can be used to capture patients under one year who are more adversely impacted by maltreatment.
Retrospective, Cross-sectional.
Level III, Diagnostic.
•What is currently known about this topic?
Children under 1 year have the highest rates of physical abuse.•What new information is contained in this article?
Growth standards can capture infants within a nationwide trauma registry and may improve use of this standardized data for evaluating patient outcomes and establishing prevention efforts for child maltreatment.
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Details
- Title
- Knowing Your Patient Population: Techniques to Capture Infants at High Risk for Physical Abuse in a Trauma Registry
- Creators
- Stephanie Papillon - St. Christopher's Hospital for ChildrenSahal Master - St. Christopher's Hospital for ChildrenMatthew Klein - Drexel UniversityAllison Toth - Drexel UniversityNorrell Atkinson - Drexel UniversityStephen Aronoff - Temple UniversityHarsh Grewal - St. Christopher's Hospital for Children
- Publication Details
- Journal of pediatric surgery
- Publisher
- Elsevier
- Resource Type
- Journal article
- Language
- English
- Academic Unit
- Pediatrics; College of Medicine; Surgery
- Web of Science ID
- WOS:001245126400001
- Scopus ID
- 2-s2.0-85186371100
- Other Identifier
- 991021860110904721
UN Sustainable Development Goals (SDGs)
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InCites Highlights
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- Collaboration types
- Domestic collaboration
- Web of Science research areas
- Pediatrics
- Surgery