Hypothesis testing for qualitative questions

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If you have a qualitative question that doesn't involve numbers but rather something like "good, bad, neutral", etc, how do you perform a hypothesis test for that? If I were to predict greater than or equal to 50% of a certain result being good, how would I test for that?