Drill Out Stubborn Anchors

If a plastic anchor won't come out with pliers, select a drill bit slightly larger than the screw hole but smaller than the anchor's outer diameter. Carefully drill into the center of the anchor to break it apart or weaken its grip. You might then be able to pull out the pieces with pliers or push the remainder into the wall cavity. Patch the hole afterward.