McConnell is a member of the Baptist Church. His first wife was Sherrill Redmon, from whom he was later divorced; they have three daughters. His second wife, whom he married in 1993, is Elaine Chao, the current Secretary of Transportation under Donald Trump and the former Secretary of Labor under George W. Bush (the first Asian American woman to serve in the Cabinet).