In social science, some individuals have been known to commit fraud by first coming up with a hypothesis they believe to be true and then fabricating data to support it. Surprising findings in research are both useful for learning, yet have a higher probability of being untrue. Maintaining a list of principles is essential as they are distinct from values and serve as guidelines for behavior based on what one deems important.

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