Really I've seen so many terrible psychological experiments that spawned huge articles that I am not taking any of this seriously anymore. I don't doubt that we will get somewhere at some point, but it's very clear that at this point we are mostly bluffing.
Just because you set some kind of experiment that turns up some kind of data shouldn't mean that you compare your studies with science on the level of physics or astronomy. Unless your experiments provide a model that has any kind of predictive power you are probably getting nowhere.
The scientific method got where it got, because it started with people doing small experiments that turned up to generate incredible models with a great predictive power, and started building up from there. Just copying the method, disregarding the predictive aspects, and just bluffing from there to generate nice sounding headlines is hardly a similar path.