Paul__B:
Frequently the case.If it doesn't work and you don't know why, well, trying "something else" is not so smart.
ehm... isn't that the basis of the scientific method ? 
you don't know - but you guess* what it is, and then that guess is either validated or proven wrong, at which point you will then DO know (something).
- = educated one, conjecture or theory...