title: Evidence of sample use among new users of statins: implications for pharmacoepidemiology.
abstract: BACKGROUND
  Epidemiologic studies of prescription medications increasingly rely on large administrative health care databases. These data do not capture patients' use of medication samples. This could potentially bias studies of short-term effects where date of initiation may be inaccurate.
  
  
  OBJECTIVE
  To assess the extent of sample use among patients initiating statin therapy.
  
  
  METHODS
  Retrospective cohort of patients who filled a first prescription for a statin after at least 6 months of statin-free period in 2007-2010. Low-density lipoprotein (LDL) values obtained within the 15 days preceding the first prescription were analyzed using a 2-component Gaussian mixture model to look for evidence of prior treatment.
  
  
  METHODS
  A total of 26,033 statin initiators with at least 1 LDL laboratory result within the 15 days preceding the prescription fill.
  
  
  METHODS
  Estimators for the proportion of patients filling a new prescription already on treatment.
  
  
  RESULTS
  Among 9256 patients filling a branded statin, LDL distribution was bimodal, consisting of 2 Gaussian distributions: one, which made up 13.4% of the total population, had much lower LDL values (mean=71.8 mg/dL) compared with the second (mean=148.0 mg/dL), suggesting drug use before first dispensed prescription. Among 16,777 patients filling a generic statin, LDL levels were substantially higher with no evidence of bimodality that would suggest prior sample use.
  
  
  CONCLUSIONS
  These results provide indirect evidence that the initial period of branded medication use may often be missed when using pharmacy claims data to define drug initiation. Further research is needed to examine approaches to better identify incident medication use when assessing short-term effects.
authors.affiliation: Department of Epidemiology, UNC Gillings School of Global Public Health, Chapel Hill, NC.
authors.forename: Xiaojuan
authors.initials: X
authors.lastname: Li
authors.forename: Til
authors.initials: T
authors.lastname: Stürmer
authors.forename: M Alan
authors.initials: MA
authors.lastname: Brookhart
mesh_terms: D000328:Adult; D008078:Cholesterol, LDL / Q000187:drug effects*; D003625:Data Collection / Q000379:methods; D011307:Drug Prescriptions / Q000706:statistics & numerical data; D004363:Drug Utilization; D016568:Drugs, Generic / Q000008:administration & dosage* / Q000627:therapeutic use; D005260:Female; D006801:Humans; D019161:Hydroxymethylglutaryl-CoA Reductase Inhibitors / Q000008:administration & dosage* / Q000627:therapeutic use; D008297:Male; D008389:Marketing of Health Services / Q000379:methods* / Q000706:statistics & numerical data; D008875:Middle Aged; D017891:Pharmacoepidemiology / Q000379:methods* / Q000706:statistics & numerical data; D012189:Retrospective Studies
chemical_list: D008078:Cholesterol, LDL; D016568:Drugs, Generic; D019161:Hydroxymethylglutaryl-CoA Reductase Inhibitors