The piece of evidence that would best strengthen the argument that running is better for a person's health is:
D. A person must spend more time walking than running to get the same benefits.
This statement directly supports the idea that running provides health benefits more efficiently compared to walking, implying that running is a superior option for achieving health goals in a shorter amount of time.