Would the mechanical advantage of the dart tip change if the tip were longer or thinner?

The short answer is yes.

The long answer is: the longer your points and the thinner your darts AND points, the closer together your darts can stick in the board. A more compact group takes better advantage of accurate throws, with less darts deflected off course due to fat darts or points.