When the higher-ups make a bad decision, sure, push back on it. Push back on it with reckless disregard for your job, even. But when pushing back fails, your people either have to accept it or leave, and not all of them want to (or can) leave. Your job then is to help them accept the decision. If you can't or won't do that, your only moral option left is to leave yourself.