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.
After revision:  To study these effects, we employ standard identifying assumptions with additional weak assumptions to deal with non-random nature of the tests.