Professor Goldman and his wife Shira Dicker live in New York City and are the parents of three children. He is the father of the journalist Adam Joachim (A.J.) Goldmann. Goldman is the nephew of Rabbi Dr. Norman Lamm. He is a Modern Orthodox Jew.
