Before revision:  First, we design a short pilot study with few clusters to test whether there exists a welfare-improving treatment configuration  and hence worth learning by conducting a larger scale experiment.
After revision:  First, we construct a test for whether a welfare-improving treatment configuration and hence worth learning by conducting a larger scale experiment.