They established this in Episode 1, when Qui-Gon talks about becoming "one with the force". It was implied to tie in with the Originals when the holograms of Obi-Wan and Anakin show up in the ending of ROTJ.

I'm not sure what changed with the fewer Force users thing in the new series shrug.