I've always had white thick vaginal discharge, and now all of a sudden I have thick yellow discharge. Should I be concerned?

Yes. Get a pelvic examination and swab done by a doctor for diagnosis and treatment if needed.
It depends . If it yellow on the underwear this may not be significant.However if it looks like 'pus, as you wipe , you need an exam.