  Basing upon the recent development of the Patterson-Sullivan measures with a
H\"older continuous nonzero potential function, we use tools of both dynamics
of geodesic flows and geometric properties of negatively curved manifolds to
present a new formula illustrating the relation between the exponential decay
rate of Patterson-Sullivan measures with a H\"older continuous potential
function and the corresponding critical exponent.
