The name has been suggested to be related to Slavic Липа (lipa), linden tree or to Filippovka, a holiday name dedicated to Saint Philip, however, the accepted etymology says it's derived from name of Filipp Pustosviat (1672–1742), the adepts of whom being named filippovcy or (fi)lippovane.