For races which are long enough that the average speed falls below the maximum speed achievable via a 'walking' style of movement, is it more energy efficient to 'walk' at that speed as opposed to running at that speed?
If not, are there any references available as to why a running style is preferred? Many sites state that running consumes more calories than walking the same distance, which would suggest that it is, in that sense, less efficient.