 Shortt was born in Kilworth, Ontario, on 24 November 1859 to George Shortt and Mary Shields.At the age of twenty he attended Queen's University with the intention of becoming a Presbyterian minister.When he graduated in 1883 however, he pursued graduate studies in philosophy, chemistry and botany.