Joseph or Joe Spencer may refer to
- Joe Spencer (American football) (born 1923), American football player
- Joseph Spencer (1714–1789), Connecticut lawyer and politician
- Joseph Spencer (New York) (1790–1823), New York lawyer and politician
- Joe Spencer (Hollyoaks), a character in the British soap opera Hollyoaks