About 10% of Medicare beneficiaries do not have a Medicare supplement insurance plan (Medigap), a Medicare Advantage plan or some other type of supplemental insurance, according to the Kaiser Family Foundation. But the same analysis found that people without some form of supplemental insurance paid nearly a third more in out-of-pocket health care costs than the average spent by people with some type of supplemental insurance.