Andrew Gustafson (April 3, 1903 – January 7, 1979) was an American college football player, coach, and athletics administrator.

He served as the head football coach at Virginia Agricultural and Mechanical College and Polytechnic Institute (VPI)—now Virginia Tech—from 1926 to 1929 and the University of Miami from 1948 to 1963, compiling a career head coaching record of 115–78–4.

As a halfback at the University of Pittsburgh, Gustafson scored the first touchdown ever in Pitt Stadium in 1925 against Washington and Lee.

[1] Gustafson served as the head football coach of Virginia Tech from 1926 to 1929, where he compiled a 22–13–1 record.

He led the Hurricanes to four seasons of eight wins or more and was the longest serving coach in school history.