Evidence map›Paper›PMID 24767784›Full record

ArticleAcademic pediatrics

Low caregiver health literacy is associated with higher pediatric emergency department use and nonurgent visits.

Andrea K Morrison, Marilyn M Schapira, Marc H Gorelick, Raymond G Hoffmann, David C Brousseau

Registry-linked trialOpen access · greenAbstract read
In one paragraph

Article in Academic pediatrics. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03235830 (Evaluation of Text Messaging as an Educational Method to Improve Healthcare Utilization), which is not on this map. Cited by 78 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
78citing papers in PubMed, 4 pooled it
19.3field-weighted citation impact, top 1% of its field
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.

NCT03235830 nacompletednot on this map

Evaluation of Text Messaging as an Educational Method to Improve Healthcare Utilization

TypeinterventionalSponsorSt. Louis UniversityRan2015 to 2016Enrolled231ConditionsText MessagingArmsEnhanced Standard of Care (ESoC) + Text, Enhanced Standard of Care (ESoC)
3 · Its place in the literature

Who cites it

78 citing papers in PubMed, 4 syntheses or guidelines pooled it, 172 citations in OpenAlex.

  1. Pooled it
  2. Interventions to Improve Health among Reproductive-Age Women of Low Health Literacy: A Systematic Review.International journal of environmental research and public health · 2020
    Pooled it
  3. Pooled it
  4. Digital interventions for parents of acutely ill children and their treatment-seeking behaviour: a systematic review.The British journal of general practice : the journal of the Royal College of General Practitioners · 2020
    Pooled it
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  16. Easing the Burden on Caregivers- Applications of Artificial Intelligence for Physicians and Caregivers of Children with Cleft Lip and Palate.The Cleft palate-craniofacial journal : official publication of the American Cleft Palate-Craniofacial Association · 2025
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  20. Observational

18 more citing papers are in PubMed but not listed here.

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

5 authors at 2 institutions in 1 country.

Andrea K MorrisonDepartment of Pediatrics, Section of Emergency Medicine, Medical College of Wisconsin, Milwaukee, Wisc. Electronic address: akmorris@mcw.edu.
Marilyn M SchapiraDepartment of Medicine, University of Pennsylvania, Philadelphia, Pa.
Marc H GorelickDepartment of Pediatrics, Section of Emergency Medicine, Medical College of Wisconsin, Milwaukee, Wisc.
Raymond G HoffmannQuantitative Health Sciences/Biostatistics, Children's Hospital of Wisconsin/Medical College of Wisconsin, Milwaukee, Wisc.
David C BrousseauDepartment of Pediatrics, Section of Emergency Medicine, Medical College of Wisconsin, Milwaukee, Wisc.
Medical College of Wisconsin · USUniversity of Pennsylvania · US

Funding

Clincal and Translational Science AwardUL1TR000055 · NCATS · MEDICAL COLLEGE OF WISCONSIN · PI SHAKER, REZA NONE · 2012 to 2015
$11.3M
NCATS NIH HHS 8UL1TR000055NCATS NIH HHS UL1 TR000055
6 · The paper itself

Abstract

objectiveWe sought to determine the association between low caregiver health literacy and child emergency department (ED) use, both the number and urgency of ED visits.

methodsThis year long cross-sectional study utilized the Newest Vital Sign questionnaire to measure the health literacy of caregivers accompanying children to a pediatric ED. Prior ED visits were extracted from a regional database. ED visit urgency was classified by resources utilized during the index ED visit. Regression analyses were used to model 2 outcomes-prior ED visits and ED visit urgency-stratified by chronic illness. Analyses were weighted by triage level.

resultsOverall, 503 caregivers completed the study; 55% demonstrated low health literacy. Children of caregivers with low health literacy had more prior ED visits (adjusted incidence rate ratio 1.5; 95% confidence interval 1.2, 1.8) and increased odds of a nonurgent index ED visit (adjusted odds ratio 2.4; 95% confidence interval 1.3, 4.4). Among children without chronic illness, low caregiver health literacy was associated with an increased proportion of nonurgent index ED visits (48% vs. 22%; adjusted odds ratio 3.2; 1.8, 5.7).

conclusionsOver half of caregivers presenting with their children to the ED have low health literacy. Low caregiver health literacy is an independent predictor of higher ED use and use of the ED for nonurgent conditions. In children without a chronic illness, low health literate caregivers had more than 3 times greater odds of presenting for a nonurgent condition than those with adequate health literacy.

Indexed as

AdolescentAdultAgedAge FactorsCaregiversChildChild Health ServicesChild, PreschoolCross-Sectional StudiesEducational StatusEmergency Service, HospitalFemaleHealth LiteracyHealth Services MisuseHumansInfantchildchild, preschoolemergency servicehealth literacyhealth services accessibilityhospitalinfantutilization

Identifiers

PMID24767784
PMCPMC4003496
OpenAlexW2105874272

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

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.