Spock studied literature and history at Yale, and also was active in athletics, becoming a part of the Olympic rowing crew (Men's Eights) that won a gold medal at the 1924 games in Paris. At Yale, he was inducted into the senior society Scroll and Key. He attended the Yale School of Medicine for two years before shifting to Columbia University's College of Physicians and Surgeons, from which he graduated first in his class in 1929.