| Frank Bailey | |
| Birth Place: | Sheffield, England |
| Position: | Outside left |
| Years1: | –1901 |
| Clubs1: | Darnall Rovers |
| Years2: | 1901–1902 |
| Caps2: | 22 |
| Goals2: | 6 |
| Years3: | 1902–19?? |
Frank Bailey (birth and death unknown) was an English footballer who played as an outside left with Doncaster Rovers in the Football League at the beginning of the 1900s.
Coming from Sheffield club, Darnall Rovers, Bailey played in the opening game in Doncaster's debut season in the Football League in 1901, scoring the third and equalising goal against Burslem Port Vale.
He made 23 Football League and FA Cup appearances for Rovers, scoring 6 goals. He left after just one season, moving to Worksop Town in the Midland League.