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If you are specifically interested in interpreting social science studies and aren't particularly mathematically inclined I would strongly suggest picking up a statistics textbook tailored towards the social sciences. Here are two of my recommendations:
It's sort of a well known problem that many social science majors would like to get through their degree with the minimum amount of math if possible. As a result these books are a lot more accessible and less theoretical than something like Casella Berger or All of Statistics.