After clearing waivers upon the trade deadline, Bourque was included in his second trade for the season along with William Karlsson and 2nd-round pick in 2015 to the Columbus Blue Jackets in exchange for James Wisniewski and a third-round selection in 2015. Bourque was then immediately assigned to AHL affiliate, the Springfield Falcons on March 2, 2015. Before appearing with the Falcons, Bourque was recalled to the Blue Jackets as a replacement for injury.