McGovern enrolled at small Dakota Wesleyan University in Mitchell and became a star student there. He supplemented a forensic scholarship by working a variety of odd jobs. With World War II under way overseas and feeling insecure about his own courage, McGovern took flying lessons in an Aeronca aircraft and received a pilot's license through the government's Civilian Pilot Training Program. McGovern recalled: "Frankly, I was scared to death on that first solo flight. But when I walked away from it, I had an enormous feeling of satisfaction that I had taken the thing off the ground and landed it without tearing the wings off." In late 1940 or early 1941, McGovern had pre-marital sex with an acquaintance that resulted in her giving birth to a daughter during 1941, although this did not become public knowledge during his lifetime. In April 1941 McGovern began dating fellow student Eleanor Stegeberg, who had grown up in Woonsocket, South Dakota. They had first encountered each other during a high school debate in which Eleanor and her twin sister Ila defeated McGovern and his partner.