I think abandoning the run was mostly a result of the running game not being productive enough combined with the defense not being good enough to stop our opponents.
It's a catch 22. A good running game takes a lot of reps by the OL and RB's. Each opponent is different, and it can take 10-15 runs for the OL and RB's to probe for and exploit the defense's weaknesses.