Data Sources
Data for analysis in this study were retrieved from the IBM MarketScan® Commercial Database and covered the period from 1 January 2009 to 30 June 2015. This database contains administrative claims for over 132 million employees and their dependents with differing healthcare plans in the USA.
This article is based on previously conducted studies and does not contain any studies with human participants or animals performed by any of the authors. All database records are statistically de-identified and certified to be fully compliant with US patient confidentiality requirements set forth in the Health Insurance Portability and Accountability Act of 1996. Because this study used only de-identified patient records and did not involve the collection, use or transmittal of individually identifiable data, Institutional Review Board approval to conduct this study was not required.
Cohort Selection
Those patients who met at least one the following criteria from 1 January 2010 through to 30 June 2014 were included in the initial migraine cohort: (1) at least one IP admission with a diagnosis of migraine (International Classification of Diseases, Ninth Revision, Clinical Modification [ICD-9-CM] 346.xx; https://www.cdc.gov/nchs/icd/icd9cm.htm) in any position on the claim; (2) at least two ER claims (7–180 days apart) with a diagnosis of migraine in any position on the claim; (3) at least two outpatient claims with a diagnosis of migraine (7–180 days apart) in any position on the claim; (4) at least one outpatient claim with a diagnosis of migraine in any position on the claim and at least one outpatient pharmacy claim for a triptan or ergotamine/dihydroergotamine (acute migraine medications) or topiramate (prophylactic migraine medication) (7–180 days apart); (5) at least one outpatient neurologist visit with a diagnosis of migraine in any position; (6) at least two outpatient pharmacy claims for a triptan or ergotamine/dihydroergotamine (7–180 days apart) (i.e. two triptan claims, two ergotamine claims or one triptan and one ergotamine claim). The date of first diagnosis was defined as the index date. Those patients who qualified based on two claims had their index date set to the first of the two claims as the index date was set after final inclusion into the sample population.
The final migraine population consisted of patients who were 18–64 years of age on the index date, were continuously enrolled in medical and pharmacy benefits for at least 12 months before and after the index date and showed no evidence of migraine observed in the year prior to the index date.
Study Covariates
All demographic variables were measured on the index date. Clinical characteristics, including the Deyo Charlson-Comorbidity Index (DCI), were measured during the 12 months prior to the index date. The DCI is a measure of general health status that is adapted for administrative claims data through its use of ICD-9 diagnosis codes to identify the different disease states that comprise the DCI [14].
Outcomes
All reported outcomes were measured during the variable-length follow-up period, which was defined as the time from the index date until the earliest of IP death, end of continuous enrollment or 30 June 2015 (end of study).
The following measures of acute migraine treatment were described: patients with any use, who also used preventive treatment, had an opioid or barbiturate as first-line acute treatment and showed excessive use of acute treatment. Excessive use of acute medication was described as the use of migraine-specific (≥ 10 pills of triptans per month) or migraine non-specific [≥ 15 pills per month of non-steroidal anti-inflammatory drugs (NSAIDs) or 10 pills of opioids or barbiturates per month] medications [1, 15].
The following measures were described among patients initiating up to three lines of preventative treatments: time to first preventive treatment from index; duration of each preventive treatment; and time between preventive treatments. Duration of preventive treatment was defined as the time from the start of a specific preventive treatment to whichever of the following was earliest: (1) start of new preventive treatment; (2) discontinuation of the current preventive treatment; (3) end of follow-up. Discontinuation was defined as a gap of at least 60 days in treatment after the daily supply of the last prescription was exhausted. Time between preventive treatments was defined as the time from the end of the prior preventive treatment (including daily supply of last filled prescription) to the start of the next treatment. Additional measures among patients who discontinued preventive treatment included those who used acute medication after discontinuing preventive treatment at any time after discontinuation and within the first year, those who restarted preventive treatment after discontinuing, and time from discontinuation to end of follow-up.
All-cause and migraine-specific HRU was described for IP admissions, ER visits and physician office visits. Migraine-specific utilization was defined as any IP admission, ER visit or physician office visit for migraine (ICD-9 code 346.xx). Additional measures of HRU included patients with a migraine-related physician office visit or neurologist after a migraine-related ER visit (anytime and within 14 days).
Data Analysis
The mean and standard deviation were reported for all continuous variables while frequencies and percentages were reported for categorical variables. Medians were reported on select continuous variables. Continuous measures were reported as per patient per month (PPPM) to account for the variable-length follow-up period. Descriptive results are presented among all migraine patients unless otherwise indicated. Data extraction was performed using SAS version 9.4 (SAS Institute Inc., Cary, NC, USA).