Drawing causal relationship from an observational study?

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I am reading OpenIntro's Statistics and came across this problem:

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In part b) I don't believe one can establish causal relationships because the research is an observational study (I think).

After reading through the study itself,

enter image description here it seems that its authors do draw a causal relationship.

Any help explaining as to why this is would be greatly appreciated. Thank you.