Austin Peay (1-2) dominated on both sides of the ball, piling up 668 total yards while holding Morehead State to just 77 yards rushing and 347 overall to end the longest active NCAA Division I losing streak. The Governors converted on all but four of its possessions in the game.
Craig was 8 of 12 for 118 yards passing and had 37 yards on the ground, including touchdown runs from the 3, the 5 and two from the 1.
Oatsvall, who had 73 yards passing, got a 31-yard touchdown run in the second quarter followed by a 14-yard rushing TD less than three minutes later. Also scoring for Austin Peay was Kyran Moore, Ahmaad Tanner, Tre Nation and Prince Momodu.
Kentel Williams finished with a career-high 203 yards on eight carries.
Jarin Higginbotham had two touchdown catches for Morehead State (1-2), which had four turnovers that led to three Austin Peay touchdowns.
Prior to Saturday's victory, the Governors hadn't won a game since Oct. 11, 2014 when they beat Murray State 20-13.
More AP college football: http://collegefootball.ap.org and http://www.twitter.com/AP-Top25
American team takes NFLPA Collegiate Bowl
Despite the loss, Slippery Rock's Wes Hills was selected the game MVP after running 78 yards and a touchdown on 10 carries for the National team.
Brett Rypien, Easton Stick help West beat East in Shrine Game
Brett Rypien and Easton Stick each threw a touchdown pass to help the West beat the East 21-17 in the East-West Shrine Game on Saturday.
Presidents of Texas, Texas A&M support renewing rivalry
The university presidents for both Texas and Texas A&M told the Austin American-Statesman on Friday that they're "supportive" of renewing the rivalry between the two football teams.
UConn AD won't rule out cutting some sports amid $40M budget gap
Amid a $40 million athletic budget gap, UConn athletic airector David Benedict said the school could consider eliminating some sports.
Jury convicts former Utah State player Torrey Green of rape charges
A jury Friday found former Utah State University player Torrey Green guilty of sexually assaulting six women while he was in college. Sentencing is scheduled for March 27.
Former Georgia DB Deangelo Gibbs transferring to Tennessee
Former Georgia defensive back Deangelo Gibbs is transferring to Tennessee.