Let's face it, psychological experiments tend to produce flimsy data. As a result, it often happens that experimental psychologists fail to replicate the results of others. You can deal with a failure to replicate gracefully, defending your results if necessary, and ultimately admitting you were wrong if indeed you were. Since psychologists are wrong all the time there really should be no shame in this.
Recently(ish), there were two high-profile non-replications that attracted considerable attention. I think these two cases illustrate the different ways in which scientists can interact. And I won't be coy about passing moral judgement here: There is a good and a bad way.
The first case is kind of amusing, I think. It concerns a study by Daryl J. Bem that purportedly proves the existence of precognition, clairvoyance, or whatever you want to call it. From the abstract:
"This article reports 9 experiments, involving more than 1,000 participants, that test for retroactive influence by 'time-reversing' well-established psychological effects so that the individual's responses are obtained before the putatively causal stimulus events occur."
The fact that this was published in a serious scientific journal is bound to draw scepticism. I hear the taxpayer wondering: "Is this what you guys are doing with my money?" Well... yes.
But on the other hand you could also argue that the publication of this paper demonstrates that researchers can be quite open minded. Bem's study may be silly, but it's not flawed in any obvious way, so it deserves …