ArticleNeurology2021
Geographic Variation in Neurologist Density and Neurologic Care in the United States.
Article in Neurology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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.
Who cites it
58 citing papers in PubMed, 1 synthesis or guideline pooled it, 85 citations in OpenAlex.
- Pooled it
- Geographic variation in certified headache subspecialty availability in the United States.Headache · 2026Article
- Mismatch Between the Distribution of Neuromuscular Specialists and Myasthenia Gravis Patients in the US Medicare Fee-for-Service Population.Muscle & nerve · 2026Article
- NeuroSift for Task-Aware Quality Assurance of Multimedia Data in Remote Parkinson Disease Assessment: Machine Learning Model Development and Validation Study.Journal of medical Internet research · 2026Article
- ChatGPT in the diagnosis and management of complex polyneuropathies: comparative analysis with neurologists using real-world cases.NPJ digital medicine · 2026Article
- Validation of remote multimodal AI screening for Parkinson disease across diverse settings.Communications medicine · 2026Article
- Article
- Implementation of a stroke/TIA e-consult increases outpatient stroke Teleneurology consults placed in VHA compared to community care.Frontiers in health services · 2026Article
- Factors influencing receipt of specialty neurologic care for patients with Huntington's disease in Colorado.Clinical parkinsonism & related disorders · 2026Article
- Education Research: Evaluating Racial, Ethnic, and Gender Diversity Trends in Neurology Residency Programs Between 2007 and 2020.Neurology. Education · 2025Article
- The Burden of Motor Neuron Diseases in the United States, 1990-2021: A Systematic Analysis of the Global Burden of Disease Study 2021.Muscle & nerve · 2025Article
- Downstream Revenue Generated After Visits to Neurologists: A Claims-Based Analysis of Medicare Data.Neurology. Clinical practice · 2025Article
- Utilization of Neurology and Allied Health Services by People With Parkinson's Disease in Israel: A Retrospective Observational Study.Journal of neurologic physical therapy : JNPT · 2025Observational
- Remote real time digital monitoring fills a critical gap in the management of Parkinson's disease.NPJ Parkinson's disease · 2025Article
- Ensuring Access to Neurologic Care: Challenges and Opportunities.Seminars in neurology · 2025Review
- An FDG-PET-Based Machine Learning Framework to Support Neurologic Decision-Making in Alzheimer Disease and Related Disorders.Neurology · 2025Article
- An atypical cause of optic neuritis: Myelin oligodendrocyte glycoprotein antibody disease (MOGAD).Radiology case reports · 2025Article
- Predictors of Health Care Utilization for Individuals With Manifest Huntington Disease.Neurology. Clinical practice · 2025Article
- Facilitators and barriers to neurologist referral of patients for epilepsy surgery evaluation.Epilepsia open · 2025Article
- The Association of Dementia and Mild Cognitive Impairment With Outpatient Ambulatory Care Utilization in the Community.Journal of the American Geriatrics Society · 2025Article
Corrections and comments
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Authors and funding
8 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo describe geographic variation in neurologist density, neurologic conditions, and neurologist involvement in neurologic care.
methodsWe used 20% 2015 Medicare data to summarize variation by Hospital Referral Region (HRR). Neurologic care was defined as office-based evaluation/management visits with a primary diagnosis of a neurologic condition.
resultsMean density of neurologists varied nearly 4-fold from the lowest to the highest density quintile (9.7 [95% confidence interval (CI) 9.2-10.2] vs 43.1 [95% CI 37.6-48.5] per 100,000 Medicare beneficiaries). The mean prevalence of patients with neurologic conditions did not substantially differ across neurologist density quintile regions (293 vs 311 per 1,000 beneficiaries in the lowest vs highest quintiles, respectively). Of patients with a neurologic condition, 23.5% were seen by a neurologist, ranging from 20.6% in the lowest quintile regions to 27.0% in the highest quintile regions (6.4% absolute difference). Most of the difference comprised dementia, pain, and stroke conditions seen by neurologists. In contrast, very little of the difference comprised Parkinson disease and multiple sclerosis, both of which had a very high proportion (>80%) of neurologist involvement even in the lowest quintile regions.
conclusionsThe supply of neurologists varies substantially by region, but the prevalence of neurologic conditions does not. As neurologist supply increases, access to neurologist care for certain neurologic conditions (dementia, pain, and stroke) increases much more than for others (Parkinson disease and multiple sclerosis). These data provide insight for policy makers when considering strategies in matching the demand for neurologic care with the appropriate supply of neurologists.
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Registered trials
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.