We show that in some leader-follower games, a steady-state equilibrium in quantities may exist only with non-stationary shadow prices. We call this type of equilibrium a semi-stationary steady state. Conclusions that are drawn on the assumption that a steady-state equilibrium has stationary shadow prices may turn out to be incorrect, because such a fully stationary steady state may not exist.