 Harvey is a 10th generation Jamaican of English heritage as his family immigrated to Jamaica in 1864.Harvey attended Aberdeen University in Scotland, graduating with highest honours in Marine Biology in 1977.He obtained a PhD degree in Fisheries Management from the University of the West Indies in 1982.