Davidson to join Atlantic 10 in 2014-15 Posted May 9, 2013 Davidson College announced plans to join the Atlantic 10 Conference in a news conference Wednesday morning. The Wildcats are leavingthe Southern Conference, which they first joined in 1936, and will join the A-10 effective July 1, 2014. (USA Today)