The Dinning Sisters' version was recorded on December 29, 1947, and released by Capitol Records as catalog number 15184. The record first reached the Billboard charts on October 22, 1948, and lasted 16 weeks on the chart, peaking at number seven.
The Betty Garrett version was recorded on December 29, 1947, and released by MGM Records as catalog number 10244. The record first reached the Billboard charts on November 5, 1948, and lasted two weeks on the chart, peaking at number 27.
The Betty Rhodes version was released by RCA Victor Records as catalog number 20-3078. The record first reached the Billboard charts on November 12, 1948, and lasted six weeks on the chart, peaking at number 15.
The Evelyn Knight version was recorded on November 29, 1947, and released by Decca Records as catalog number 24489. The record first reached the Billboard charts on November 12, 1948, and lasted six weeks on the chart, peaking at number 22.
Bob Hope and The Clark Sisters recorded the song on October 14, 1948. It was released on Capitol 15292.
The Geraldo/Doreen Lundy version was recorded on November 10, 1948, and released by Parlophone Records as catalog number F 2326.
The Connie Francis version was recorded on April 27, 1962, at RCA Italiana Studios in Rome. It was originally intended for inclusion on the album Connie Francis Sings Award Winning Motion Picture Hits on MGM Records E-/SE-4048. However, before the album was released in March 1963, the song was shelved and remained in the vaults unreleased until 1996.
The Sum Sum 森森 (Hong Kong female singer/artist) versions were recorded in 1971 and 1974. The 1971 version was performed in Mandarin Chinese language with Chinese lyrics written by Szeto Ming (司徒明) and given the title name of 莫奔跑, appearing on her LP album 一寸相思一寸淚 (Bitter Love In Tears), and released by EMI Regal Records as catalog number LRHX-849. For the 1974 version, it was performed in Cantonese language with Chinese lyrics (different from the 1971 one) written by So Yung (蘇翁) and given the title name of 不敢再領教, appearing on her LP album 森森 Sum Sum, and released by EMI Regal Records as catalog number S-LRHX-1002.
The Ervinna (Singapore-based female singer) With Charlie & His Boys version was recorded between 1972 and 1974, appearing on her LP album Golden Hits Of 20th Century Vol. 4, and released by White Cloud Record of Singapore as issue number EALP-1231.
The Snazin Smith/RyoRyo version was recorded in May 1999, and released by ToiBoi Records.
The haberdashery department is said to perform the song for Mr. Grace's birthday on the episode "Happy Returns" of Are You Being Served?
The melody to "Buttons and Bows" was used as a character theme in the 1960s TV sitcomF Troop. It was frequently heard over the entrance of "Wrangler Jane", played by Melody Patterson.
The song makes an appearance in "Look Before You Leap," an episode from the third season of Frasier. During a PBS pledge telethon, Frasier Crane tries to perform it but forgets nearly all of the lyrics.