Joe Frank Wood (May 20, 1916 – October 10, 2002) was an American professional baseball pitcher. He appeared in three games in Major League Baseball for the Boston Red Sox during the 1944 season. Listed at 6 ft 0 in (1.83 m), 190 lb., Wood batted and threw right-handed.

Wood was born in Shohola, Pennsylvania on May 20, 1916. His father, Smoky Joe Wood, also was a major league pitcher.

In three pitching appearances, including one start, Wood posted a 0–1 record with a 6.52 ERA, 13 hits allowed, five strikeouts, three walks, and 9+2⁄3 innings of work.

Wood died in Old Saybrook, Connecticut on October 10, 2002, at the age of 86.

• List of second-generation Major League Baseball players

• Career statistics and player information from Baseball Reference, or Baseball Reference (Minors)
• Retrosheet
• Interview with Joe Wood conducted by Eugene Murdock, April 19, 1975, in New Haven, Connecticut, in 2 parts: Part 1 of 2, Part 2 of 2