We recommend the Principal Deputy Assistant Secretary for Employment and Training create an integrity program that incorporates a data analytics capability and regularly monitors state unemployment insurance claims data to detect and prevent improper payments, including fraudulent payments, and to identify trends and emerging issues that could negatively impact the unemployment insurance program.