Andrew Coggan wrote:
If you dig into Garmin's website/literature, they describe (qualitatively) the algorithm that is used. In essence, it is based on assuming a fixed running economy for everyone, then extrapolating from estimated submaximal VO2 to VO2max based on heart rate variaiblity (the closer you get to VO2max, the more regular your heart rate, due to withdrawal of parasympathetic tone).
If I had to guess, based on just the approach used I would say that the standard error of the estimate is probably around 5-10%, i.e., in the right ballpark, but not especially accurate.
IIRC, they use a slightly different approach for cycling, which does not rely on heart rate/heart rate variability data, but still assumes a fixed cycling economy (and a fixed relationship between 20 min power and power at VO2max? Not certain). That estimate is probably good to w/in 5% or so.
In case this is helpful insight for anyone, I had found for a long time that my Garmin's estimate of my Vo2max would go up when i trained hard or raced, and would consistently fall whenever I would take easy days. Now, these would be short periods of rest, so i knew my *real* fitness wasn't changing, i figured it was just about the calibration or whatever. As a result, the training status metric would literally ALWAYS say "unproductive" after an easy day.
Well, I also had started using an HRV app to monitor recovery, and my HRV is usually super low; even when i'm rested, the population comparison histogram has me in the bottom tail of the distribution, even though resting heart rate is right smack dab in the middle of it.
And i still don't know why this is, but probably not coincidentally, I was diagnosed last year with an anxiety disorder.
So I am wondering if my high stress levels and associated low HRV "fool" the VO2max machine into thinking that I am actually nearer to my max than i actually am when i am riding easy, in other words, because the HRV difference (for me anyway) between easy pace and hard pace are actually not as different as they are "supposed" to be. If so, then be aware that there are even MORE things that can confound the accuracy of the measurements!
If it were just about accuracy of the VO2Max calculator, i'd say "f*ck it whatevr" and forget all about this, but given that this is also potentially an indicator of general lack of psychological well being (which, of course, affects recovery, training, happiness, etc.), i'm going to try to see what i can do to fix this, starting with meditation.
Has anyone else tried meditation and had it work?