ArticleJAMA network open2021
Identifying Conditions With High Prevalence, Cost, and Variation in Cost in US Children's Hospitals.
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.
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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.
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Who cites it
38 citing papers in PubMed, 66 citations in OpenAlex.
- Impact of a diagnostic strategy for appendicitis in children with acute abdominal pain in primary care: study protocol for a hybrid type 1 cluster randomised controlled trial.Diagnostic and prognostic research · 2026Review
- Prevalence and costs of US pediatric hospitalizations, 2022.Journal of hospital medicine · 2026Article
- Low-value care and variation in practice in the care of children hospitalized with bronchiolitis in Canada (CareBEST): Protocol for a multi-center prospective cohort study.Journal of hospital medicine · 2026Article
- Intravenous line-related outcomes by antibiotic route for children hospitalized with pneumonia.Journal of hospital medicine · 2026Article
- Variation in Systemic Corticosteroid Prescribing for Asthma Exacerbations at Children's Hospitals.Hospital pediatrics · 2026Article
- Risk stratification and determinant identification of high-need, high-cost ICU patients using machine learning: a large-scale retrospective study from a multi-specialty ICU in a tertiary hospital.Frontiers in public health · 2026Article
- Characteristics and related factors of high-need high-cost children in Shanghai, China: a retrospective cohort study in inpatient setting.BMC pediatrics · 2025Article
- Examining the Use of Chest Radiographs in Complicated Pneumonia Requiring Thoracotomy.Hospital pediatrics · 2025Article
- Visits to Health Centers, by Selected Characteristics: United States, 2023.National health statistics reports · 2025Article
- Predicting high-need high-cost pediatric hospitalized patients in China based on machine learning methods.Scientific reports · 2025Article
- 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 · 2025Article
- Association between initial antibiotic route and outcomes for children hospitalized with pneumonia.Journal of hospital medicine · 2025Article
- 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 · 2025Article
- Natural Language Processing: Set to Transform Pediatric Research.Hospital pediatrics · 2025Article
- LINC00461 SNPs rs933647 and rs201864123 modify the risk of adenoid hypertrophy susceptibility for children in South China.Frontiers in genetics · 2025Article
- Assessing differences among persistent, episodic, and non- high-need high-cost hospitalized children in China after categorization by an unsupervised learning algorithm.Archives of public health = Archives belges de sante publique · 2024Article
- "100 Things I Wish Someone Would Have Told Me": Everyday Challenges Parents Face While Caring for Their Children With a Tracheostomy.Qualitative health research · 2024Article
- Changing patterns of routine laboratory testing over time at children's hospitals.Journal of hospital medicine · 2024Article
- 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 · 2024Article
- Antibiotic route and outcomes for children hospitalized with pneumonia.Journal of hospital medicine · 2024Article
Corrections and comments
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Authors and funding
10 authors at 7 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
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.
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