Newduguy wrote:
But you are mistaken that a GPS device refines anything during your run.
The point that I was trying to make is that every individual GPS data point has a margin of error. However, over the course of a run, it will collect a crapton of readings. The net is likely a very accurate overall distance, though internal distances between data points could vary more. I believe that I am seeing this in the statistical analysis I have done with my devices on my routes (and confirmed by two friends who have different devices on the same route).
Newduguy wrote:
Can I ask how you can claim to know your GPS device has a very high degree of trueness and precision? In what conditions? How do you know? What data do you have? How have you measured and verified your distances?
I can speak to precision, but not trueness. I have hundreds of runs on a routine course I have done for over a decade and using multiple GPS devices. The mean distance is 5.07 miles with a standard deviation of 0.02 miles. All of the GPS watches have had the same results. Maybe one of the older watches was a hundredth of a mile different SD, but I cannot remember without recalculating. By contrast, I have dozens of data points with an Apple Watch and iPhone over the same route. The mean was 5.06, if I remember correctly, but the SD was 0.1 miles. I only have dozens of Apple data points, because it was apparent pretty quickly that they suck, and I quit using them for runs.
Given the volume of devices with the exact same (or very close) mean, I trust the trueness of these in general. But there is no way that I it is worthwhile to go out and measure it to the inch.
In summary, GPS devices = awesome precision; AW & iPhone = mediocre precision. I have not done any analytics with pods, but I have no doubt that a calibrated pod would return good results, but only so much as your gate is unchanged (Stryd excluded).