Any private health insurance plan held by a Medicare beneficiary that is purchased to fill in “gaps” in traditional Medicare coverage, or to finance cost-sharing requirements, e.g., Medicare’s hospital deductible. Among the most common types of supplemental insurance are some employer-sponsored retiree coverage and Medigap insurance.