Bottom line: Running burns more calories in less time but walking is less traumatic on the joints. Therefore, if you prefer to walk rather than run be sure to walk longer distances or at a faster pace in order to burn higher calories comparable to running.
Brian Danley, CFT
"Motivation is what gets you started. Habit is what keeps you going."