Hollingworth is a surname. Notable people with the surname include:
Al Hollingworth (1918–2005), Canadian lawyer, politician and judge
Clare Hollingworth (1911-2017), British journalist and author
Elizabeth Hollingworth, Australian judge in the Supreme Court of Victoria
Guy Hollingworth (born 1974), English barrister, conjuror, author and lecturer
Harry Levi Hollingworth (1880-1956), American psychologist
John Hollingworth (actor), British actor
John Hollingworth (politician) (born 1930), British politician
Peter Hollingworth (born 1935), Australian Governor-General and Archbishop
Leta Stetter Hollingworth (1886–1939), American psychologist