The calculated distance (air line) between Oxford and Chipping Norton is approximately 18 miles respectively 29 kilometers.
By car or train, the actual journey to Chipping Norton is certainly longer, as only the direct route (as the crow flies) between Oxford and Chipping Norton has been calculated here.
Air line (approximately)
29 kilometers
16 nautical miles