Remind your players that the sysyem is d20, as in dice 20, not take 20.
Seriously, it is annoying that the rule exists at all in the first place. Take 10 I can agree with, but 20 just makes the d20 redundant for far too many isituations. For my games, I really (ab)use the 'penalty for failure'...