I am finding that texconfig doesn't work on RedHat 7.0. Using 'script' to capture its output, I see that it pops up the initial dialog page, then immediately exits.
OK, I'm an idiot. Every time I ran texconfig, I was hitting 'return' at the "Starting dialog utility..." prompt. Which of course caused it to exit right away.