After being defeated, Clements was chairman of the board of governors of SMU in Dallas. He ran again in 1986 and won a primary against U.S. Representative Thomas Loeffler of New Braunfels and former Democratic turned Republican Congressman Kent Hance of Lubbock. At the election Clements defeated Governor White getting 52.7% of the votes.