Note: CCIP matched sample. The sample omits observations from one firm that did not provide sufficient information to match their BNPL records to credit records. Observation counts not adjusted for the match rate between BNPL and credit records. Heavy use is defined as more than 12 BNPL loans originated in 2022. Occasional use is defined as having originated between one and 12 BNPL loans in 2022.