| Frank Bailey | |
| Birth Date: | 2 August 1907 |
| Birth Place: | Burnley, England |
| Death Date: | 1969 (aged 62) |
| Death Place: | Burnley, England |
| Position: | Wing half |
| Years1: | 1925–1928 |
| Caps1: | 4 |
| Goals1: | 0 |
| Years2: | 1929–1930 |
| Years3: | 1930–1931 |
| Years4: | 1931–1934 |
| Caps4: | 33 |
| Goals4: | 7[1] |
| Years5: | 1934 |
Frank Bailey (2 August 1907 – 1969) was an English professional footballer who played as a wing-half. Between 1925 and 1928, he played four matches in the Football League for Nelson.