Did this programme work — for whom?
Outputs are not outcomes — you need who the programme helped or missed.
Starting angles
How do you want to think about this problem?
Break the average by deliberately comparing those it helped, those it didn't, and those who left.
Test attribution by reconstructing the counterfactual in participants' own accounts.
Surface unintended consequences, positive and negative, beyond the target outcome.