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I found the article and your third-hand anecdotes troubling. The good news is that it does not match any of the years of experience in my field. Fraud is just not that rampant. At PhD-granting institutions, the level of fraud you describe here is very seriously punished. It's career-ending. The violations that you are serious enough that any institution would expel said students (or harshly punish faculty--probably firing them). She did no one any favors by not reporting them.

Unfortunately I don't think a dialogue around vague anecdotes is going to be particularly enlightening. What matters is culture, but also process--mechanisms and checks--plus consequences. Consequences don't happen if everyone is hush-hush about it and no one wants to be a "rat".

>It's career-ending..

That is where being good at politics come into play. And if you are good at it, instead of being career-ending, fraud will put you in the highest of the positions!

No one wants a "plant" who cannot navigate scrutiny!

> The good news is that it does not match any of the years of experience in my field.

I worked for exactly one academic, and he indulged in impossible-to-detect research fraud. So in my own limited experience research fraud was 100%.

It was a biology lab, and this was an extremely hard working man. 18 hours per day in the lab was the norm. But the data wasn't coming out the way he wanted, and his career was at stake, so he put his thumb on the scale in various ways to get the data he needed. E.g. he didn't like one neural recording, so he repeated it until he got what he wanted and ignored the others. You would have to be right in the middle of the experiment to notice anything, and he just waved me off when I did.

This same professor was the loudest voice in the department when it came to critiquing experimental designs and championing rigor. I knew what he did was wrong, because he taught me that. And he really appeared to mean it, but when push came to shove, he fiddled, and was probably even lying to himself.

So I came away feeling that academic fraud is probably rampant, because the incentives all align that way. Anyone with the extraordinary integrity to resist was generally self-curated out of the job.

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