Will a Cover Letter Up My Chances of Being Interviewed?

Dear Experts, How important is a cover letter, and does following up really increase your chances of getting the job if you are sufficiently qualified? Our Twitter Advice Project (T.A.P.) is no longer an active campaign. To find an answer to the above question, please use the "Search" box in the right-hand column of this website.