This special topic report describes findings and recommendations from a case study in which Army veterans’ employment, earnings, and workforce participation data were linked to their military data to support analysis of the veterans’ post-separation employment and unemployment experiences. This data linking and analysis was completed as part of an evaluation of the Army Unemployment Compensation for Ex-Service Members (UCX) Claimants’ Initiative, a collaborative effort between the U.S. Army (Army) and the U.S. Department of Labor (DOL).