It’s not true that increasing bids to increase position would increase CTR and, therefore, increase quality score. Google applies something called “normalisation” and judges quality by an ads performance against other ads which have appeared in the same position - removing the effect of position. This means that increasing bids to increase position IS a good thing because it usually improves CTR’s. However, it’s still important to increase CTR’s in other ways like testing new ad copy.