 Metcalf began his art studies in 1932 at the Iowa Stone City Art Colony, headed by American Regionalist painter Grant Wood.Metcalf continued his studies at Coe College in Cedar Rapids with Stone City co-founder Marvin Cone.Metcalf graduated from Coe in 1936, then attended the School of the Museum of Fine Arts, Boston.