Running is more efficient than walking at high speeds ie there's a point where walking faster you should switch to running. http://www.brianmac.co.uk/energyexp.htm has a nice picture (see below). Power walking at 10 km/h uses more energy than running at 10 km/h
![Image](http://www.brianmac.co.uk/pictures/physiology/walkorun.jpg)