Tracklist
| A1 | That Certain Boy | 2:34 |
| A2 | Billy | 1:55 |
| A3 | That's What's Wrong With Jimmy | 2:30 |
| A4 | Georgie | 1:55 |
| A5 | I'm Just Wild About Harry | 1:35 |
| A6 | I Like Mike | 2:13 |
| B1 | Oh Johnny Oh Johnny Oh Johnny | 1:36 |
| B2 | Please Don't Tell Joe | 2:39 |
| B3 | Elmer's Tune | 2:07 |
| B4 | Just A Sandy Haired Boy Called Sandy | 2:05 |
| B5 | You'd Be Surprised | 2:17 |
| B6 | I Love You Dave | 2:37 |
Other versions
| Category | Artist | Title (Format) | Label | Category | Country | Year |
|---|---|---|---|---|---|---|
| FL 7501 | Kathy Linden, Joe Leahy Orchestra | Kathy Linden, Joe Leahy Orchestra - That Certain Boy (LP, Album, Mono) | Felsted | FL 7501 | Canada | 1958 |
