ArticleJAMA pediatrics2020
Comparison of Number and Geographic Distribution of Pediatric Subspecialists and Patient Proximity to Specialized Care in the US Between 2003 and 2019.
Article in JAMA pediatrics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 48 papers.
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.
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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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
48 citing papers in PubMed.
- Well, How Did We Get Here? The Current State of Pediatric Endocrinology.Journal of pediatrics. Clinical practice · 2026Article
- Trends in Regionalization of Pediatric Inpatient and Critical Care by Medical Complexity.Hospital pediatrics · 2026Article
- Associations of rurality, child opportunity, and distance with use of pediatric asthma specialists.The Journal of allergy and clinical immunology · 2026Article
- Tailoring interventions to close gaps in diabetes mellitus care.Nature reviews. Endocrinology · 2026Review
- Disparities in Headache Care and Research in Children and Adolescents: A Narrative Review.Current pain and headache reports · 2026Review
- Unmet social needs in pediatric rheumatic disease: a study of disparities.Pediatric rheumatology online journal · 2026Article
- Improving healthcare transitions for neurodevelopmental disabilities: Statewide learning collaborative outcomes.Health care transitions · 2026Article
- Development of an Atlas for US Pediatric Acute Care.JAMA pediatrics · 2026Article
- Sociodemographic barriers to continuous glucose monitoring among pregnancies with type 1 diabetes.Pregnancy (Hoboken, N.J.) · 2025Article
- Rural School-Based Health Centers: Meeting Children Where They Are to Improve Asthma Outcomes.The Journal of pediatrics · 2025Article
- When external factors limit care options for complex fetal and neonatal diagnoses.Journal of perinatology : official journal of the California Perinatal Association · 2025Review
- Pediatric Bed Capacity, Bed Strain, and Load Imbalance During the 2022 Respiratory Viral Season.JAMA network open · 2025Article
- Pediatric Nephrology Workforce and Access of Children with Kidney Failure to Transplantation in the United States.Journal of the American Society of Nephrology : JASN · 2025Article
- Access to Pediatric Asthma Specialty Care: A Survey and Geospatial Analysis Across a Rural State.Journal of asthma and allergy · 2025Article
- Development of the Pediatric Emergency Medicine Subspecialty in Iran.Medical journal of the Islamic Republic of Iran · 2025Article
- Characteristics of pediatric e-referrals through SMARC system: a two-year national analysis.Frontiers in medicine · 2025Article
- Responding to the workforce crisis: consensus recommendations from the Second Workforce Summit of the American Society of Pediatric Nephrology.Pediatric nephrology (Berlin, Germany) · 2024Article
- Interfacility Transfer of Children With Time-Sensitive Surgical Conditions, 2002-2017.JAMA network open · 2024Article
- Variation in Triage to Pediatric vs Adult ICUs Among Adolescents and Young Adults With Asthma Exacerbations.CHEST critical care · 2024Article
- Pediatric subspecialty outreach clinics: reach and impact on access to care.BMC pediatrics · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Geographic proximity to a pediatric subspecialist is a key factor in obtaining specialized care. However, comparative data regarding the number of pediatric subspecialists, distribution of subspecialists, and patient proximity to subspecialists in the United States between 2003 and 2019 have not been explored; the last known national analysis was published in 2006 and used data from 2003. Objective: To compare the number and distribution of pediatric subspecialists and patient proximity to pediatric subspecialists in the United States between 2003 and 2019 and to assess whether the increase in the number of pediatric subspecialists is associated with improvements in patient proximity to specialized care and the geographic distribution of pediatric subspecialists. Design, Setting, and Participants: This national repeated cross-sectional study used data from the American Board of Pediatrics to examine the overall change in the number of subspecialists for 20 pediatric subspecialties between 2003 and 2019. The study included 24 375 pediatric subspecialists who were 70 years or younger, had active certification from the American Board of Pediatrics as of June 2019, and had addresses in the United States. Subspecialists' addresses were linked by zip code to child population data to evaluate the geographic distribution of subspecialists, the population-weighted averages for service areas, and the straight-line distances to subspecialists. Descriptive statistics and maps were used to examine patient proximity to subspecialists and regional subspecialist distribution and dispersion by hospital referral region. Subspecialist-to-child population ratios per 100 000 children, changes over time, and coefficients of variation were calculated to further elucidate subspecialist distribution. Data were collected in June 2019 and analyzed from July 8, 2019, to December 17, 2019. Main Outcomes and Measures: Values from 2019 were compared with data from 2003 for mean straight-line distance in miles from patients to subspecialists, by subspecialty; percentage of children younger than 18 years living at specific distance ranges; subspecialist-to-child population ratios across hospital referral regions; and coefficients of variation for population ratios. Results: Among 24 375 pediatric subspecialists 70 years and younger, 23 436 subspecialists were certified in 1 subspecialty, and 939 subspecialists were certified in more than 1 subspecialty. The number of certified pediatric subspecialists in the United States increased by 76.8% between 2003 and 2019, with increases varying across subspecialties. The estimated means for travel distances decreased among all subspecialties; however, depending on the subspecialty, an estimated 1 million to 39 million children (2%-53%) resided 80 miles or more from a subspecialist. An analysis across hospital referral regions indicated increased subspecialist-to-child ratios and an increased number of regions with a subspecialist but continued wide variation across regions for most subspecialties. Eleven subspecialties had 1 or fewer subspecialists per 100 000 children across hospital referral regions. Conclusions and Relevance: Although patient proximity to pediatric subspecialty care has improved nationally, substantial distribution gaps among specific subspecialties remain. Long-term solutions that encourage movement of subspecialists to underserved locations or that extend the practice of current subspecialties may warrant consideration, particularly among subspecialties with a limited number of practitioners.
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