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The working titles of this film were Payment in Full and The Comeback. Daily Variety incorrectly reviewed the film as Woman in His Life. The Women in His Life was George Seitz's first directing assignment for M-G-M. He replaced Edgar Selwyn in that position, according to an October 1933 Hollywood Reporter news item.