Sometimes trying to determine the “energy costs” of riding, or some other activity, is barking up the wrong tree.
I simply DON’T CARE what the energy cost of a task measures.
What I want to know is: what is the most efficient way to perform the task at an appropriately sustainable level of power? This “appropriately sustainable level of power” is a function of the distance/time/incline/altitude/etc. and whether or not it is riding with a run to follow, or whatever iteration you may have to perform.
This can change during the race! If an average of 150 watts can be put out by a rider for 100 miles, I’m not convinced he is best served by hoping on the bike and keeping the meter set on 150 the entire way. It may be that he needs to start at 125 and warm up to 155, and as he tires, end up at 145…or whatever. In the meantime, how does this affect the run afterward? And, can he be more efficient at 75 rpms until he warms up, then drift up to 85-90, but drop down to 80-85 as he tires? There are SO MANY variations, that I don’t think a whole lot can be inferred from any one study that looks at one simple variable.
The thing I do know, is that recruitment of appropriate musculature is a beneficial thing to do for better performance. This is true because it isn’t energy expenditure that is a limiting factor in performing the races we usually talk about (I’m purposefully not trying to include ultra-distance events that last days and weeks). Even unusually thin healthy athletic people have plenty of energy stored in fat and protein to sustain them for much more than they’ll need for an ironman or two or three or ten. The problem is efficiently utilizing appropriate energy expenditure rates AND waste removal rates in the local muscle groups. Yes, I left out the neural component, because nerves don’t really get tired in our races…however, maybe I should make the term neuro-muscular, because some of the synapsal chemicals may be depleteable, I’m not really sure.
Before you talk about cardiac output’s effect on the mix, yes, there is training that needs to occur (mostly in stroke volume) there, too. And hemoglobin levels can have an effect on performance at certain levels. So can sodium pump effectiveness, hormonal levels, blood volume, etc. Then, you have to consider appropriate fluid intake during the task, which may include electrolytes. Don’t forget caloric uptake/digestion/processing, etc.
There are so many energy burning things going on, that to state 150 watts at X rpms is more or less efficient (and therefore more or less desireable) is mostly a waste of time…especially since energy expenditure is NOT a measure of efficiency at the wheel of a bicycle, NOR does a term like energy expenditure necessarily even have a meaningful relationship to performance.
What is important is: an individual’s ability to efficiently perform a sustainable rate of work appropriate to perform the task(s) at hand (and this rate may be constantly changing). Trying to isolate rpms in this equation is difficult, at best, and may be worthless without other factors considered.