A native of Cheshire, Connecticut, Pasqualoni attended Cheshire High School, where he lettered in football and basketball. Following graduation, he continued to Bordentown Military Institute, also lettering on the football squad, and graduating in 1968. Pasqualoni then enrolled at Penn State, where he was a walk-on and subsequent letterman, as a linebacker under head coach Joe Paterno. In 1972, he received a B.S in health and physical education, then finished his education at Southern Connecticut State, receiving a M.S. in physical education and human performance.