Case Study-Control Data

I have a short case study to analyze. However, I don't know how to defend my answer properly. There is no right or wrong answer, but I need to have a valid argument to the answer. In general, a clear written explanation is enough, but if you want to use graphs, numerical examples, or anything else to strengthen your argument, that is also welcome.

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