A native Philadelphian, McGinniss joined the De La Salle Christian Brothers in 1965 and graduated maxima cum laude from La Salle University in 1970 with a BA degree in English.
From 1970 to 1974, he was a member of the English and Religion departments at South Hills Catholic High School in Pittsburgh, Pennsylvania.