No, baking soda will generally have no effect on bed bugs. They will not ingest it, and if they do walk through it, it will not cause them any problems. 'Bed bugs may avoid areas with baking soda, but they would just relocate to hide in cracks and crevices or find another path to get to the occupants of the bed.