Evidence map›Paper›PMID 39399561›Full record

ArticleNeurology. Clinical practice2025

Understanding Data and Opportunities Focused on Value: A Single-Center Experience in Headache Care.

Andrew M Wilson, Martha Sylvia, Anelyssa D'Abreu, Connor Hansen, Maha Salah-Ud-Din, Aiesha Ahmed

Abstract read
In one paragraph

Article in Neurology. Clinical practice, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

6 authors.

Andrew M WilsonNeurology (AMW), University of California, Los Angeles; Neurology (AMW), VA Greater Los Angeles, CA; College of Nursing (MS), Medical University of South Carolina, Charleston; Department of Neurology (ADA), University of Virginia, Charlottesville; Integrated Data Analytics-Population Health (CH, MS-U-D); Neuroscience Service Line (AA), Corewell Health, Grand Rapids, MI; and Department of Neurology and Ophthalmology (AA), College of Human Medicine, Michigan State University, East Lansing.ORCID https://orcid.org/0000-0002-6367-0621
Martha SylviaNeurology (AMW), University of California, Los Angeles; Neurology (AMW), VA Greater Los Angeles, CA; College of Nursing (MS), Medical University of South Carolina, Charleston; Department of Neurology (ADA), University of Virginia, Charlottesville; Integrated Data Analytics-Population Health (CH, MS-U-D); Neuroscience Service Line (AA), Corewell Health, Grand Rapids, MI; and Department of Neurology and Ophthalmology (AA), College of Human Medicine, Michigan State University, East Lansing.
Anelyssa D'AbreuNeurology (AMW), University of California, Los Angeles; Neurology (AMW), VA Greater Los Angeles, CA; College of Nursing (MS), Medical University of South Carolina, Charleston; Department of Neurology (ADA), University of Virginia, Charlottesville; Integrated Data Analytics-Population Health (CH, MS-U-D); Neuroscience Service Line (AA), Corewell Health, Grand Rapids, MI; and Department of Neurology and Ophthalmology (AA), College of Human Medicine, Michigan State University, East Lansing.ORCID https://orcid.org/0000-0001-6786-555X
Connor HansenNeurology (AMW), University of California, Los Angeles; Neurology (AMW), VA Greater Los Angeles, CA; College of Nursing (MS), Medical University of South Carolina, Charleston; Department of Neurology (ADA), University of Virginia, Charlottesville; Integrated Data Analytics-Population Health (CH, MS-U-D); Neuroscience Service Line (AA), Corewell Health, Grand Rapids, MI; and Department of Neurology and Ophthalmology (AA), College of Human Medicine, Michigan State University, East Lansing.
Maha Salah-Ud-DinNeurology (AMW), University of California, Los Angeles; Neurology (AMW), VA Greater Los Angeles, CA; College of Nursing (MS), Medical University of South Carolina, Charleston; Department of Neurology (ADA), University of Virginia, Charlottesville; Integrated Data Analytics-Population Health (CH, MS-U-D); Neuroscience Service Line (AA), Corewell Health, Grand Rapids, MI; and Department of Neurology and Ophthalmology (AA), College of Human Medicine, Michigan State University, East Lansing.ORCID https://orcid.org/0009-0002-5729-6984
Aiesha AhmedNeurology (AMW), University of California, Los Angeles; Neurology (AMW), VA Greater Los Angeles, CA; College of Nursing (MS), Medical University of South Carolina, Charleston; Department of Neurology (ADA), University of Virginia, Charlottesville; Integrated Data Analytics-Population Health (CH, MS-U-D); Neuroscience Service Line (AA), Corewell Health, Grand Rapids, MI; and Department of Neurology and Ophthalmology (AA), College of Human Medicine, Michigan State University, East Lansing.ORCID https://orcid.org/0000-0002-1286-2244

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Objectives: Headache syndromes are highly prevalent, disabling, and costly. Our goals were to (1) describe headache care delivery and costs in a system and (2) identify opportunities for the system to collect, organize, or analyze health care data to facilitate value-based headache care delivery. Methods: We performed a descriptive, retrospective cohort study using data from a large integrated health system (July 2018-July 2021). We assigned individuals into a reference (REF) or headache group based on headache-related ICD diagnoses. The primary exposure variable, applied to the headache group, was the headache specialty seen most after the incident headache diagnosis: primary care (PC), neurology (NEU), or headache subspecialist (HS). Outcomes of interest were per member per month all-cause costs, per episode costs, all-cause utilization, and headache utilization. Variables included age, sex, insurance contract, and the Adjusted Clinical Groups (ACG) concurrent risk score. We calculated univariate statistics for clinical indicators and outcomes for each group. For outcome variables, we also report these statistics after adjustment for ACG risk score. Results: We identified 22,700 (14%) individuals in the headache groups and 138,818 (86%) individuals in the reference group (REF). Within the headache groups, 84% received care from PC, 14% from NEU, and 2% from HS. The average ACG risk scores increased across exposure groups. In both unadjusted and after risk adjustment analyses, total cost of care (TCOC) was highest in NEU and HS, and the largest drivers of TCOC were outpatient facility costs, followed by inpatient facility costs. HS had the highest pharmacy and professional costs. After risk adjustment, all-cause inpatient admissions and headache-related ED visits were roughly similar, although there was increasing use of outpatient PC and NEU visits across exposure groups. Discussion: Individuals seen by a NEU or HS had higher medical morbidity, higher health care utilization, and higher costs than those who receive care from PC. Outcome data were either not available or not structured to determine the value of neurologic expertise in headache care or within a particular headache care pathway. To clarify neurology's value in primary headache disorders, we encourage health system leaders to adopt an economic evaluation framework.

Identifiers

PMID39399561
PMCPMC11464221

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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.