You might be interested in two of our past threads, though I'll concede that they probably don't directly answer your question:
Were there large civilizations that did not practice slavery?: Not the highest-quality thread, but you might still find it of use.
Did every ancient culture have slaves?: Personally I find this answer more satisfying, though it doesn't really answer the question.