launched in october 2003, the hospital quality incentive demonstration (hqid) pay-for-performance project was designed to determine if economic incentives to hospitals were effective at improving the quality of inpatient care. approximately 250 hospitals—small/large, urban/rural, teaching/non-teaching facilities—across 36 u.s. states participated in the demonstration.