Yes, they do, most of the time. They also look for business's website on Google, Facebook and LinkedIn. They might also do verification calls as well.
A friend of mine, who is now a PR, worked at a college as an ad-hoc teacher. The university with whom the college was affiliated was called to confirm his employment as well as an email was also sent to the principal of the college, to confirm his employment.