The calculated distance (air line) between Vogelwijk and Leiden is approximately 12 miles respectively 19 kilometers.
By car or train, the actual journey to Leiden is certainly longer, as only the direct route (as the crow flies) between Vogelwijk and Leiden has been calculated here.