Example methods disclosed herein to monitor wireless system operation include processing a plurality of session records describing characteristics of wireless sessions in a coverage area of a wireless system to determine a first time interval for a first wireless device to propagate from a first access point in the coverage area to a second access point in the coverage area, determining a coverage area traversal rate for the first wireless device based on the first time interval, the coverage area traversal rate corresponding to a rate at which the first wireless device is traversing the coverage area, and providing a wireless service advisory for the coverage area to a second wireless device based on the coverage area traversal rate for the first wireless device.