Born at Redland near Bristol, Broughton was the eldest son of Sir Benjamin Hobhouse, 1st Baronet, and Charlotte, daughter of Samuel Cam.
Hobhouse is credited with the invention of the phrase His Majesty's (Loyal) Opposition made in 1826 during a speech in the House of Commons.