Two SCCS studies assessed the impact of incident and prevalent exposure and outcome scenarios on study estimates, investigating potential biases associated with different scenarios. In prevalent exposure scenarios, IRRs were attenuated, consistent with prevalent user bias. In prevalent outcome scenarios, no notable IRR shifts were observed, despite expected survivor bias, possibly due to the high severity and low recurrence of outcomes associated with the respective exposures.