Evidence map›Paper›PMID 41004148›Full record

ArticleJAMA network open2025

Pediatric Bed Capacity, Bed Strain, and Load Imbalance During the 2022 Respiratory Viral Season.

Nadir Ijaz, Constantin Radu, Craig Rothenberg, Alexander T Janke, Arjun K Venkatesh

Abstract read
In one paragraph

Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

5 authors.

Nadir IjazNational Clinician Scholars Program, Yale University School of Medicine, New Haven, Connecticut.
Constantin RaduYale University School of Public Health, New Haven, Connecticut.
Craig RothenbergDepartment of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut.
Alexander T JankeDepartment of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut.
Arjun K VenkateshDepartment of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut.

Funding

CTSA K12 Program at the University of MichiganK12TR004374 · NCATS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI VICKI L ELLINGROD, Leah Elizabeth Robinson · 2023 to 2026
$6.5M
NCATS NIH HHS K12 TR004374
6 · The paper itself

Abstract

Importance: During the 2022 respiratory viral surge, anecdotal evidence suggested that pediatric bed strain and load imbalance (hospitals in the same region experiencing disparate occupancy rates) may be linked to pediatric bed capacity changes during the preceding decade. Objectives: To determine the prevalence of pediatric bed strain and load imbalance by hospital referral region (HRR) and to evaluate the association between 2010-2021 pediatric bed capacity changes and bed strain and load imbalance during the 2022 respiratory viral season. Design, Setting, and Participants: This cross-sectional analysis of weekly mean bed strain and load imbalance from September 30, 2022, through January 5, 2023, used US Department of Health and Human Services data; longitudinal analysis of 2010-2021 pediatric bed capacity used American Hospital Association survey data. A total of 254 HRRs throughout the US were included. For bed strain analyses, inclusion criteria consisted of having at least 1 pediatric acute care bed; for load imbalance analyses, at least 2 hospitals, each with at least 1 pediatric acute care bed. Hospitals with missing data for at least 2 consecutive weeks in the study period were excluded. Data were analyzed from February 7, 2023, to July 2, 2025. Main Outcomes and Measures: Bed strain, defined as more than 85% of pediatric acute care beds in the HRR occupied, and load imbalance, defined as at least 1 hospital with at least 85% pediatric beds occupied, at least 1 hospital with less than 85% pediatric beds occupied, and a difference of at least 20% in pediatric bed occupancy between hospitals with the highest and lowest occupancies in the HRR. Results: Of 254 HRRs included in the analysis, a mean of 112 (44.1%) experienced pediatric bed strain per week. Of 123 HRRs with at least 2 hospitals with pediatric beds, a mean of 82 (66.7%) experienced pediatric load imbalance per week. In the 254 HRRs included in the analysis of pediatric bed strain, the number of pediatric beds per 10 000 children decreased from 4.57 in 2010 to 4.02 beds (12.0% decrease) in 2021. There was no association between 2010-2021 HRR-level pediatric bed capacity changes and 2022 pediatric bed strain or load imbalance. Conclusions and Relevance: In this cross-sectional analysis of the 2022 respiratory viral season, bed strain and load imbalance were common but not associated with declines in pediatric bed capacity since 2010. Regionalization efforts may prevent capacity overload and load imbalance during future surges.

Indexed as

Bed OccupancyHospital Bed CapacityHospitals, PediatricRespiratory Tract InfectionsChildCross-Sectional StudiesHumansSeasonsUnited States

Identifiers

PMID41004148
PMCPMC12475943

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.