The pension is covered if the income it's based on is covered. That is, if Social Security Administration (SSA) tax was paid on the income the pension is based on, then the pension is covered. If the income the pension is based on is non-covered –– if no SSA tax was paid on the income the pension is based on –– then the pension is non-covered.