The calculated distance (air line) between Ocho Rios and Mandeville is approximately 37 miles respectively 59 kilometers.
By car or train, the actual journey to Mandeville is certainly longer, as only the direct route (as the crow flies) between Ocho Rios and Mandeville has been calculated here.
Air line (approximately)
59 kilometers
32 nautical miles