I have to start managing people, and I'm having issues. I find plenty of quip non-science advice online. Is there a book out there that document objectively what works with people measured in reproductible experiments? Sciency-like.
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edit: Also, since you mentioned looking for science like management advice. Try to not fall into the trap that many technical people fall into when making the transition from engineer to manager, and that is treating your co-workers and employees like machines. You will hate them because they won't act like machines and they will hate you because you'll be micro managing them.
Good luck