Reverse causation from fitness/health to activity also a huge problem.
No association is not consistent any _any_ direction of causation.
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Yes, but there are papers showing some association (subject to usual problems).
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And there's going to be causation from health to activity. If there's no association from that in the data you have a data/method problem.
End of conversation
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