The Falcons (6-3, 4-1 Mid-American Conference) won their fifth straight. They've allowed just 33 points and three touchdowns in those five games and haven't given up a touchdown in their last two.
Eastern Michigan (1-7, 0-4), which had gained 1,201 yards in its past two games, was held to 178 by the Falcons, who limited Massachusetts to 118 yards in a 24-0 win last week.
Jones punctuated the effort with a 23-yard touchdown return after Martin sacked Eastern Michigan's Tyler Benz.
John Pettigrew carried 24 times for 136 yards for the Falcons, who became bowl-eligible.
Scott Van Pelt and Stanford Steve look back at "bad beats" from Week 13 in college football.
Michigan State quarterback Connor Cook joins Scott Van Pelt to discuss the Spartans' season and their chances of making the College Football Playoff.
USC named Clay Helton its permanent football coach on Monday, just days after he led the Trojans to the Pac-12 South championship.
SEC Network's Clint Stoerner and Matt Stinchcomb discuss how LSU football will move forward with Les Miles as head coach.
Florida head coach Jim McElwain gives his take on Alabama running back Derrick Henry during a press conference.
SEC Network's Maria Taylor, Dari Nowkhah, Matt Stinchcomb and Clint Stoerner discuss memorable moments from Week 13 of SEC football.