The calculated distance (air line) between Barranquilla and Villanueva is approximately 49 miles respectively 79 kilometers.
By car or train, the actual journey to Villanueva is certainly longer, as only the direct route (as the crow flies) between Barranquilla and Villanueva has been calculated here.
Air line (approximately)
79 kilometers
43 nautical miles