Arthur Gooch

• Arthur Gooch (footballer), former Australian rules footballer
• Sir Arthur Gooch, 14th Baronet, English baronet and retired British Army officer
• Arthur Gooch (criminal), American criminal and the only person ever executed under the Lindbergh kidnapping law