I would drill it larger and epoxy a brass threaded insert so you can use a machine screw. Lowes and Home Depot have them.
Option number two is to buy some oak dowel rod, drill the hole larger so that the dowel rod is very slightly over sized compared to the new hole, add glue and tap dowel in with a hammer. When the glue dries, redrill the hole to the correct size.