In 1874 he moved to Houston, where he was elected to the Seventeenth Texas Legislature in 1880. There he drafted the bill that established the University of Texas. He also served, in 1890, as chairman of the State Democratic Convention. Hutcheson was elected to the House of Representatives of the Fifty-third and Fifty-fourth congresses but declined to run for a third term. He married Mildred Carrington in 1867, and they had eight children. Mildred died in 1882. In 1886 Hutcheson married Betty Palmer Milby, and they had two sons, both of whom became Houston attorneys. Hutcheson died at his summer home near Chattanooga, Tennessee, on May 25, 1924, and was buried in Glenwood Cemetery, Houston.
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