Before revision:  To study these effects, we employ standard identifying assumptions in the policy evaluation literature, but this strategy is greatly complicated by the non-random nature of the tests. We construct bounds on the policy effects of interest.
After revision:  To study these effects, we employ standard identifying assumptions in the policy evaluation literature, but this strategy is greatly complicated by the non-random testing that lead to bounds on policy effects of interest.