Incarcerated Veterans may still qualify for certain VA benefits. The amount of VA benefit eligibility depends on the reason for which the Veteran is incarcerated and the type of benefit he is applying for. Disability and pension benefits, for example, are affected once a Veteran is incarcerated. Disability compensation. A Veteran's disability compensation is reduced [...]