Evidence map›Paper›PMID 34309667›Full record

ArticleJAMA network open2021

Identifying Conditions With High Prevalence, Cost, and Variation in Cost in US Children's Hospitals.

Peter J Gill, Mohammed Rashidul Anwar, Thaksha Thavam, Matt Hall, Jonathan Rodean, Sunitha V Kaiser, Rajendu Srivastava, Ron Keren, Sanjay Mahant, Pediatric Research in Inpatient Setting (PRIS) Network

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed
14.2field-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.

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

38 citing papers in PubMed, 66 citations in OpenAlex.

  1. Review
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  11. Patterns of Use of β-2 Agonists, Steroids, and Mucoactive Medications to Treat Bronchiolitis in the PICU: U.S. Pediatric Health Information System 2009-2022 Database Study.Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies · 2025
    Article
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  13. Impact of Clinician Feedback Reports on Antibiotic Use in Children Hospitalized With Community-acquired Pneumonia.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025
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  19. Equitable Care for Children With a Tracheostomy: Addressing Challenges and Seeking Systemic Solutions.Health expectations : an international journal of public participation in health care and health policy · 2024
    Article
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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

10 authors at 7 institutions in 2 countries.

Peter J GillDepartment of Pediatrics, Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada.
Mohammed Rashidul AnwarChild Health Evaluative Sciences, Research Institute, The Hospital for Sick Children, Toronto, Canada.
Thaksha ThavamChild Health Evaluative Sciences, Research Institute, The Hospital for Sick Children, Toronto, Canada.
Matt HallChildren's Hospital Association, Lenexa, Kansas.
Jonathan RodeanChildren's Hospital Association, Lenexa, Kansas.
Sunitha V KaiserDepartment of Pediatrics and Department of Epidemiology and Biostatistics, University of California, San Francisco.
Rajendu SrivastavaDepartment of Pediatrics, University of Utah, Primary Children's Hospital, Salt Lake City.
Ron KerenDepartment of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Sanjay MahantDepartment of Pediatrics, Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada.
Pediatric Research in Inpatient Setting (PRIS) Network
Children's Hospital Association · USHospital for Sick Children · CAChildren's Hospital of Philadelphia · USPrimary Children's Hospital · USSickKids Foundation · CAUniversity of California, San Francisco · USUniversity of Toronto · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Identifying high priority pediatric conditions is important for setting a research agenda in hospital pediatrics that will benefit families, clinicians, and the health care system. However, the last such prioritization study was conducted more than a decade ago and used International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) codes. Objectives: To identify conditions that should be prioritized for comparative effectiveness research based on prevalence, cost, and variation in cost of hospitalizations using contemporary data at US children's hospitals. Design, Setting, and Participants: This retrospective cohort study of children with hospital encounters used data from the Pediatric Health Information System database. Children younger than 18 years with inpatient hospital encounters at 45 tertiary care US children's hospitals between January 1, 2016, and December 31, 2019, were included. Data were analyzed from March 2020 to April 2021. Main Outcomes and Measures: The condition-specific prevalence and total standardized cost, the corresponding prevalence and cost ranks, and the variation in standardized cost per encounter across hospitals were analyzed. The variation in cost was assessed using the number of outlier hospitals and intraclass correlation coefficient. Results: There were 2 882 490 inpatient hospital encounters (median [interquartile range] age, 4 [1-12] years; 1 554 024 [53.9%] boys) included. Among the 50 most prevalent and 50 most costly conditions (total, 74 conditions), 49 (66.2%) were medical, 15 (20.3%) were surgical, and 10 (13.5%) were medical/surgical. The top 10 conditions by cost accounted for $12.4 billion of $33.4 billion total costs (37.4%) and 592 815 encounters (33.8% of all encounters). Of 74 conditions, 4 conditions had an intraclass correlation coefficient (ICC) of 0.30 or higher (ie, major depressive disorder: ICC, 0.49; type 1 diabetes with complications: ICC, 0.36; diabetic ketoacidosis: ICC, 0.33; acute appendicitis without peritonitis: ICC, 0.30), and 9 conditions had an ICC higher than 0.20 (scoliosis: ICC, 0.27; hypertrophy of tonsils and adenoids: ICC, 0.26; supracondylar fracture of humerus: ICC, 0.25; cleft lip and palate: ICC, 0.24; acute appendicitis with peritonitis: ICC, 0.21). Examples of conditions high in prevalence, cost, and variation in cost included major depressive disorder (cost rank, 19; prevalence rank, 10; ICC, 0.49), scoliosis (cost rank, 6; prevalence rank, 38; ICC, 0.27), acute appendicitis with peritonitis (cost rank, 13; prevalence rank, 11; ICC, 0.21), asthma (cost rank, 10; prevalence rank, 2; ICC, 0.17), and dehydration (cost rank, 24; prevalence rank, 8; ICC, 0.18). Conclusions and Relevance: This cohort study found that major depressive disorder, scoliosis, acute appendicitis with peritonitis, asthma, and dehydration were high in prevalence, costs, and variation in cost. These results could help identify where future comparative effectiveness research in hospital pediatrics should be targeted to improve the care and outcomes of hospitalized children.

Indexed as

AdolescentAppendicitisAsthmaChildChild, HospitalizedChild, PreschoolComparative Effectiveness ResearchDatabases, FactualDehydrationFemaleHealth PrioritiesHospital CostsHospitalizationHospitals, PediatricHumansInfant

Identifiers

PMID34309667
PMCPMC8314139
OpenAlexW3184007080

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.