Sure, but it also decreases mortality by reducing the risk for hundreds of diseases, including heart disease, the leading killer for over-65s. You have to balance pros/cons, obviously!
"It"? In addition to a specific type of exercise, we're talking about a continuous variable here. Are you so sure it's a linear relationship, with the heaviest exercisers experiencing the greatest benefits? Because that seems like a tenuous position.