Adverse Selection and the Challenges to Stand-Alone Prescription Drug Insurance,
NBER Working Paper No. 9919 This paper investigates a possible predictor of adverse selection problems in unsubsidized stand-alone' prescription drug insurance: the persistence of an individual's high spending over multiple years. Using MEDSTAT claims data and data from the Medicare Survey of Current Beneficiaries, we find that persistence is much higher for outpatient drug expenses than for other categories of medical expenses. We then use these estimates to develop a simple and intuitive model of adverse selection in competitive insurance markets and show that this high relative persistence makes it unlikely that unsubsidized drug insurance can be offered for sale, even with premiums partially risk adjusted, without a probable adverse selection death spiral. We show that this outcome can be avoided if drug coverage is bundled with other coverage, and briefly discuss the need either for comprehensive coverage or generous subsidies if adverse selection is to be avoided in private and Medicare insurance markets. This paper is available as PDF (210 K) or via emailA non-technical summary of this paper is available in the NBER Bulletin on Aging and Health. You can sign up to receive the NBER Bulletin on Aging and Health by email.
Machine-readable bibliographic record - MARC, RIS, BibTeX Document Object Identifier (DOI): 10.3386/w9919 Published:
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