Evidence map›Paper›PMID 34111834›Full record

ArticleThe American journal of emergency medicine2021

Forecast modeling to identify changes in pediatric emergency department utilization during the COVID-19 pandemic.

Sriram Ramgopal, Jonathan H Pelletier, Jaskaran Rakkar, Christopher M Horvat

Abstract readMulticenter Study
In one paragraph

Article in The American journal of emergency medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 2 pooled it
–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

13 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Observational
  5. Article
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  12. Article
  13. Otitis Media Practice During the COVID-19 Pandemic.Frontiers in cellular and infection microbiology · 2021
    Review
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

4 authors.

Sriram RamgopalDivision of Emergency Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, United States of America. Electronic address: sramgopal@luriechildrens.org.
Jonathan H PelletierDivision of Pediatric Critical Care Medicine, Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States of America.
Jaskaran RakkarDivision of Pediatric Critical Care Medicine, Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States of America.
Christopher M HorvatDivision of Pediatric Critical Care Medicine, Department of Critical Care Medicine, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States of America; Division of Health Informatics, Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States of America.

Funding

PEDIATRIC NEUROINTENSIVE CARE AND RESUSCITATION RESEARCHT32HD040686 · NICHD · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Robert S B Clark, PATRICK M KOCHANEK · 2000 to 2026
$7.1M
A Learning Health System Approach to Precision Sedation and Analgesia in Critically-Ill ChildrenK23HD099331 · NICHD · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI HORVAT, CHRISTOPHER MICHAEL · 2020 to 2024
$810k
NICHD NIH HHS K23 HD099331NICHD NIH HHS T32 HD040686
6 · The paper itself

Abstract

objectiveTo identify trends in pediatric emergency department (ED) utilization following the COVID-19 pandemic.

methodsWe performed a cross-sectional study from 37 geographically diverse US children's hospitals. We included ED encounters between January 1, 2010 and December 31, 2020, transformed into time-series data. We constructed ensemble forecasting models of the most common presenting diagnoses and the most common diagnoses leading to admission, using data from 2010 through 2019. We then compared the most common presenting diagnoses and the most common diagnoses leading to admission in 2020 to the forecasts.

results29,787,815 encounters were included, of which 1,913,085 (6.4%) occurred during 2020. ED encounters during 2020 were lower compared to prior years, with a 65.1% decrease in April relative to 2010-2019. In forecasting models, encounters for depression and diabetic ketoacidosis remained within the 95% confidence interval [CI]; fever, bronchiolitis, hyperbilirubinemia, skin/subcutaneous infections and seizures occurred within the 80-95% CI during the portions of 2020, and all other diagnoses (abdominal pain, otitis media, asthma, pneumonia, trauma, upper respiratory tract infections, and urinary tract infections) occurred below the predicted 95% CI.

conclusionPediatric ED utilization has remained low following the COVID-19 pandemic, and below forecasted utilization for most diagnoses. Nearly all conditions demonstrated substantial declines below forecasted rates from the prior decade and which persisted through the end of the year. Some declines in non-communicable diseases may represent unmet healthcare needs among children. Further study is warranted to understand the impact of policies aimed at curbing pandemic disease on children.

Indexed as

COVID-19PediatricsChildChild, PreschoolCross-Sectional StudiesDelivery of Health CareEmergency Service, HospitalFacilities and Services UtilizationFemaleForecastingHospitalizationHumansInfantMaleModels, OrganizationalUnited StatesCOVID-19Delivery of health careEmergency serviceHospitalHospitalsPediatric

Identifiers

PMID34111834
PMCPMC8555971

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

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.