Evidence map›Paper›PMID 29083975›Full record

Observational studyJournal of managed care & specialty pharmacy2017

Factors Associated with Direct Health Care Costs Among Patients with Migraine.

Machaon Bonafede, Qian Cai, Katherine Cappell, Gilwan Kim, Sandhya J Sapra, Neel Shah, Katherine Widnell, Paul Winner, Pooja Desai

Abstract readObservational Study
In one paragraph

Observational study in Journal of managed care & specialty pharmacy, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing 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

22 citing papers in PubMed, 1 synthesis or guideline pooled it.

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  18. Emergency Department and Inpatient Management of Headache in Adults.Current neurology and neuroscience reports · 2020
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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

9 authors.

Machaon Bonafede1 Truven Health Analytics, Cambridge, Massachusetts.
Qian Cai1 Truven Health Analytics, Cambridge, Massachusetts.
Katherine Cappell1 Truven Health Analytics, Cambridge, Massachusetts.
Gilwan Kim1 Truven Health Analytics, Cambridge, Massachusetts.
Sandhya J Sapra2 Amgen, Thousand Oaks, California.
Neel Shah2 Amgen, Thousand Oaks, California.
Katherine Widnell2 Amgen, Thousand Oaks, California.
Paul Winner3 Premiere Research Institute and Palm Beach Headache Center, West Palm Beach, Florida, and Nova Southeastern University, Fort Lauderdale, Florida.
Pooja Desai2 Amgen, Thousand Oaks, California.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMigraine imposes substantial economic burden on patients and the health care system. Approximately 18% of women and 6% of men suffer from migraine in the United States. This is a heterogeneous group, and little data are available to evaluate factors associated with migraine costs.

objectiveTo evaluate characteristics associated with high costs among commercially insured patients with migraine.

methodsThis retrospective analysis identified patients with migraine in the Truven Health MarketScan Research Databases between January 2008 and June 2013. Patients were required to have 12 months continuous enrollment before and after migraine diagnoses and/or migraine-specific medications (index date). Patients with costs greater than the top 25th percentile of all-cause costs during the 12-month post-index period were classified into the upper quartile (UQ) cohort. Multiple logistic regression was used to evaluate demographic and clinical factors associated with being in the UQ cohort, and generalized linear models were used to estimate the incremental costs by select factors after controlling for other covariates.

resultsIn the total population, 857,073 patients (mean [SD] age: 43.2 [12.5] years), were included, with 83.2% females. Average post-index annual all-cause costs were $13,045 (SD = $25,328) with the top 25th percentile of costs at $14,120. Overall, 44.4% and 54.8% of patients had ≥ 1 pre-index claim for opioids and triptans, respectively. Patients with ≥ 2 migraine-related emergency room visits were twice as likely to be in the UQ cohort (OR = 2.13, 95% CI = 2.02-2.25; P < 0.05) and incurred $3,125 incremental all-cause costs compared with those with < 2 visits. Patients who visited a neurologist were 33.0% more likely to be in the UQ cohort and had significantly higher adjusted all-cause costs ($11,794 vs. $9,868, P < 0.05). Opioid users had a 1.5-3 times increased likelihood of being in the UQ cohort (P < 0.05); adjusted all-cause annual costs ranged from $8,888 (95% CI = $8,862-$8,914) for nonusers to $15,210 (95% CI = $15,113-$15,307) for high users (7+ claims). Patients having 7+ triptan claims were 1.2 times as likely to be in the UQ cohort compared with nonusers, with estimated costs of $11,517 (95% CI = $11,438-$11,596) for high users and $10,753 (95% CI = $10,717-$10,790) for nonusers.

conclusionsResults suggest that certain modifiable factors, such as increased acute medication use (opioids and triptans) and more migraine-related emergency room visits are associated with higher all-cause health care costs for patients with migraine. These findings could be used to identify patients who require early intervention, enhanced symptoms monitoring, and appropriate disease management. Future studies could examine the effect of disease severity on health resource utilization and costs using survey or medical record data. DISCLOSURES: This study was funded by Amgen and conducted by Truven Health Analytics. Bonafede, Cappell, and Kim are employees of Truven Health Analytics, which received compensation from Amgen for the overall conduct of the study and preparation of the manuscript. Cai was an employee of Truven Health Analytics at the time of this study. Sapra, Shah, and Desai are employees of Amgen. Katherine Widnell was an employee of Amgen when the manuscript draft was developed. Winner reports receiving research support from Allergan, Amgen, A-Z, Teva, Pfizer, Novartis, and Lilly. Study concept and design were contributed by Bonafede, Sapra, Shah, and Desai, along with Widnell and Winner. Kim and Cai took the lead in data collection, assisted by Bonafede and Cappell. Data interpretation was performed by Widnell and Winter, along with the other authors. All authors contributed to the writing and revision of the manuscript.

Indexed as

Health Care CostsHealth ExpendituresAdolescentAdultAnalgesics, OpioidCohort StudiesFemaleFollow-Up StudiesHumansInsurance Claim ReviewMaleMiddle AgedMigraine DisordersRetrospective StudiesTryptaminesYoung AdultAnalgesics, OpioidTryptamines

Identifiers

PMID29083975
PMCPMC10397708

What OpenQuestion holds

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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.