Distances from the centre of the distribution
The root mean squared error summarises distances from a specific target. The standard error summariese distances from the distribution's mean in a similar way.
If your conclusions depend on whether you summarise a distribution with the sample or population standard deviation, you are probably over-interpreting the data!
Illustration of standard deviation