an introduction to the issues of drugs in sports Sport enhancing drug used by athletes to enhance performance include steroids, amphetamines, stimulants, peptide hormones, human growth hormone, and insulin steroids and performance enhancing drugs are used by today's athletes to increase the testosterone production in the body.