How problematic is resampling audio from 44.1 to 48 kHz?

from blog Kevin Boone's website, | ↗ original
Audio CDs were recorded using a 44.1 kHz sample rate that is found almost nowhere else. If we have to resample this audio to suit more modern equipment, how much loss of audio quality will there be?