"I am surprised that efficiency is an issue since the amp puts out plenty of power."
Having plenty of power is not the problem. Trying to play an inefficient small speaker full range at high volume will result in high distortion in the bass. It's just that the speaker is driven to its maximum output on peak excursions or possibly beyond which could result in damage. Take another look at your previous post.