Absolutely not. Misusing them though... that is bad.
Mindlessly removing them for the sake of is just that... mindless. Unless you know the advanatages and disadvantages, it is best to steer clear and do as you have been taught/learned, but there is nothing implicitly wrong with global variables. When you understand the pros and cons better make your own decision.
