Evidence map›Paper›PMID 41953504›Full record

ArticlePediatrics open science2026

Understanding Cervical Spine Injury Imaging Decision-Making in Pediatric Trauma Patients.

Fahd A Ahmad, Sara Malone, Ana Baumann, Megan E Gregory, Jack Stevens, Christopher R Carpenter, Annie J Truelove, Julie C Leonard

Abstract read
In one paragraph

Article in Pediatrics open science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Fahd A AhmadWashington University School of Medicine in St. Louis & St. Louis Children's Hospital.ORCID 0000-0001-5919-6835
Sara MaloneWashington University in St. Louis, School of Public Health.
Ana BaumannWashington University School of Medicine, Department of Surgery.
Megan E GregoryUniversity of Florida College of Medicine, Department of Health Outcomes & Biomedical Informatics, Gainesville, FL.ORCID 0000-0002-6888-6886
Jack StevensDepartment of Pediatrics, The Ohio State College of Medicine and Nationwide Children's Hospital, Columbus, OH.
Christopher R CarpenterDepartment of Emergency Medicine, Mayo Clinic School of Medicine, Rochester MN.ORCID 0000-0002-2603-7157
Annie J TrueloveAbigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, OH.ORCID 0000-0002-9488-6732
Julie C LeonardDepartment of Pediatrics, Division of Emergency Medicine, The Ohio State College of Medicine and Nationwide Children's Hospital, Columbus, OH.ORCID 0000-0003-3670-1944

Funding

Development and Testing of a Pediatric Cervical Spine Injury Risk Assessment ToolR01HD091347 · NICHD · RESEARCH INST NATIONWIDE CHILDREN'S HOSP · PI LEONARD, JULIE C. · 2018 to 2022
$3.2M
NICHD NIH HHS R01 HD091347
6 · The paper itself

Abstract

Objectives: The Pediatric Emergency Care Applied Research Network (PECARN) cervical spine injury (CSI) clinical prediction rule (CPR) was developed to reduce unnecessary imaging in pediatric trauma patients while ensuring accurate diagnosis. This study aimed to identify barriers and facilitators to future implementation of this rule in diverse emergency department settings. Methods: We conducted 40 interviews with 48 clinicians, including emergency department physicians, surgeons, nurses, and advanced practice providers at 21 healthcare facilities across the United States. Semi-structured interviews explored determinants impacting implementation, guided by the Tailored Implementation for Chronic Diseases (TICD) framework. We conducted a deductive thematic analysis using the TICD domains as a priori codes. Three researchers independently coded the transcripts and identified key themes aligned with the TICD framework. Results: Barriers included limited guideline accessibility, workflow disruptions, and inconsistent integration with electronic health records. Clinicians' concerns regarding the applicability and adherence to guidelines were also significant. Facilitators identified included institutional support, stakeholder engagement, and targeted education that addressed knowledge gaps. Implementation strategies varied by context, with suggestions for electronic health record-based decision tools in resource-equipped facilities and external aids, such as pocket cards, in lower-resource settings. Addressing legal concerns, clinician resistance, and workflow alignment emerged as critical priorities. Conclusion: Implementing the PECARN CSI clinical prediction rule requires addressing contextual barriers such as workflow challenges, clinician adherence, and technology integration. Context-sensitive strategies are essential for successful adoption and improved decision-making in pediatric trauma care. Future research should evaluate the impact of these strategies on clinician behavior and patient outcomes.

Identifiers

PMID41953504
PMCPMC13056386

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.