One of the big problems is there is no incentive for repeating or asserting previous results/findings. So even if someone is doubtful of an assertion made there is no incentive to follow up and verify the assertion in general. I don't think sharing code or secret data cleaning methods is going to bring much change unless someone is rewarded for repeating the results.