I suspect yes, it would help. Mostly likely you should run with a heart rate monitor, it sounds like you spend too much time above your lactic threshold. Long slow runs to build base and train your body to metabolize glycogen and not go anaerobic.
DIYSteve linked some articles earlier in this thread.