Chapman married Alice Elizabeth "Beth" Barmore in 2006. The couple had two children. The Chapmans appeared on many television series together. In 2017, his wife Beth, was diagnosed with throat and lung cancer. She died on June 26, 2019 from the disease at the age of 51.