Advances in health economics and health services research · 2010 · 39 citations · 38 references
PharmacyPharmacoeconomicsCost-effectiveness AnalysisHealth Services ResearchPharmacoeconomic ModelingBenefit DesignCoinsurance DesignCopayment DesignHealthcare Cost AnalysisMultiple SclerosisOut-of-pocket SpendingAdherenceBenefit Design ModelingCoinsurance EffectsCost-sharingMedication Adherence EffectsMedication Possession RatioMedication Possession Ratio AnalysisPatient Cost-sharing Analysis
PURPOSE: The authors focus on understanding the relationship between costs and cost sharing on medication adherence for individuals who initiated a disease-modifying therapy (DMT) for the treatment of multiple sclerosis (MS). DMTs reduce the risk of relapse and are an essential component of MS treatment. Furthermore, the authors compare monthly payment levels for copayments versus coinsurance and estimate the effects on adherence. METHODS: Using the MarketScan Commercial Claims and Encounters database evidence from July 1 2005 to March 31 2008, the authors employ a multivariate two-stage least-squares model (2SLS) to examine the impact of copayments or coinsurance on the medication possession ratio (MPR). FINDINGS: Descriptive results show that the mean out-of-pocket (OOP) costs of DMT per month were higher for patients with coinsurance than for patients with copayments. For the cohort of patients with copayment there was little difference in monthly copayments across adherence thresholds. Regression analysis shows that an increase in cost sharing reduces adherence overall, but this effect was small and insignificant in the copayment cohort. In contrast, in the coinsurance cohort increased cost sharing was significantly associated with decreased adherence to DMT medication; with a 10% increase in cost sharing leading to an 8.6% decline in adherence. IMPLICATIONS: Employers increasingly rely on coinsurance, despite evidence that reliance on coinsurance results in lower adherence. Our research findings suggest that coinsurance appears to be a greater obstacle to compliance, confirming predictions found in the theoretical literature. ORIGINALITY: This research converted counts of injectable treatments into a continuous adherence measure. Previous literature on cost sharing did not examine MS.
38
Instrumental Variables Regression with Weak Instruments
Douglas O. Staiger, James H. Stock · Econometrica · 1997 · 7.3K citations
Journal of the American Statistical Association
Anne B. Koehler · International Journal of Forecasting · 1995 · 5.4K citations
John Bound, David A. Jaeger, Regina Baker · Journal of the American Statistical Association · 1995 · 3.7K citations