Evidence map›Paper›PMID 39778273›Full record

ArticleApplied ergonomics2025

Examining clinicians' fatigue in a pediatric emergency department.

Mustafa Ozkaynak, Heather L Smyth, Cristian Sarabia, Paul F Cook, Rakesh D Mistry, Sarah K Schmidt

Abstract read
In one paragraph

Article in Applied ergonomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. A Two-Level, Multidimensional Framework for Understanding and Treating Clinician Fatigue.Health care analysis : HCA : journal of health philosophy and policy · 2026
    Article
  3. Article
  4. Article
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

6 authors.

Mustafa OzkaynakCollege of Nursing, University of Colorado-Denver | Anschutz Medical Campus, Aurora, CO, USA. Electronic address: mustafa.ozkaynak@cuanschutz.edu.
Heather L SmythDepartment of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado-Denver Anschutz Medical Campus, Aurora, CO, USA.
Cristian SarabiaCollege of Nursing, University of Colorado-Denver | Anschutz Medical Campus, Aurora, CO, USA.
Paul F CookCollege of Nursing, University of Colorado-Denver | Anschutz Medical Campus, Aurora, CO, USA.
Rakesh D MistrySection of Pediatric Emergency Medicine, Department of Pediatrics Yale School of Medicine, New Haven, CT, USA.
Sarah K SchmidtSection of Emergency Medicine, Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA.

Funding

Developing Clinical Decision Support Systems Adaptive to Clinicians' Fatigue (Cessation Fatigue)R21LM013909 · NLM · UNIVERSITY OF COLORADO DENVER · PI OZKAYNAK, MUSTAFA · 2022 to 2023
$372k
NLM NIH HHS R21 LM013909
6 · The paper itself

Abstract

We examined fatigue among emergency department (ED) clinicians. ED clinicians are susceptible to burnout, because of fatigue. Fatigue represents a latent hazard in ED care, being associated with impaired clinician performance, poor patient outcomes, and a negative impact on patient safety. Thirty-five pediatric clinicians were surveyed at the beginning and end of their shifts. The 20-item Swedish Occupational Fatigue Inventory survey was used to evaluate fatigue. Paired t-tests were used to examine whether fatigue scores changed over the course of a shift. The associations between the five fatigue subscales and various factors were modeled with multilevel linear regressions. Surveys (N = 827) were administered over 425 shifts. Clinician fatigue depended on time spent within the shift, shift type, clinician's gender, age, and clinician's role. Analysis showed other individual characteristics and shift factors also may affect fatigue. Clinicians with varying fatigue levels have different needs that should be considered in information technology design and evaluation.

Indexed as

Emergency Service, HospitalFatigueAdultBurnout, ProfessionalFemaleHumansMaleMiddle AgedSurveys and QuestionnairesSwedenWork Schedule ToleranceBurnoutHealth-information technology (HIT)MotivationShift workSwedish occupational fatigue inventory

Identifiers

PMID39778273
PMCPMC12560788

What OpenQuestion holds

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Registered trials

None linked

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.