Jensen Direction for a Utilization Penalty 1

Randomizing a schedule changes the expected nonlinear penalty, not just the mean utilization. Let phi(q)=q/(1-q) on 0<=q<1. If Q is random with E[Q]=m, is E[phi(Q)] at least phi(E[Q]) or at most phi(E[Q])?