I have to wonder how much of this is "would like a full time job but has a part time job paying over 26k." Because of mandatory benefits (such as health insurance) for full time workers, a lot of companies only hire part time workers, but often people are making a living wage from those jobs. I'm not sure if a bartender making $50k+ (including untaxed tips) working 32.5 hours a week should count as unemployed.