Economics, Econometrics, Causal Inference, Statistics.
violating the exclusion restriction. Use domain knowledge. Nobody has a better intuition than an expert that has studied a field for a long time and has a good idea of what the mechanisms are. This is never perfect but should definitely be leveraged, humbly. Employ statistical tests such as the