You work on a ride-sharing marketplace and are testing a new pricing change. Early results suggest more completed trips, but there is concern that the change may have pulled demand forward from later hours instead of creating net new demand. You need to distinguish true demand lift from timing shifts.
How would you analyze whether the pricing change increased demand or just shifted when trips happened? Explain how you would design and evaluate the experiment so you can separate incremental demand from temporal substitution.