The Medicare tax is a federal payroll income tax first introduced in 1966. It was developed to help fund a major portion of Medicare Part A, also called hospital insurance, for the 19 million Medicare beneficiaries at that time. [i] The tax rate in 1966 was a 0.35% payroll deduction.