 Florsheim was connected with the American Jewish Committee and the Jewish Charities of Chicago and was a trustee of Northwestern University.In 1894, he married Gertrude Stern; they had two sons, Irving S. and Harold Milton (1900-1987).Harold was married to artist Claire Block Florsheim Zeisler.