It has been recorded by many artists, but is probably best known in a 1953 recording by Kay Starr. Harry Woods, who practised songwriting only as a sideline, wrote numerous 1920s standards, including "When the Red, Red Robin Comes Bob-Bob-Bobbing Along", "I'm Looking Over a Four-Leaf Clover", and "Try a Little Tenderness". He composed his songs on piano, despite the fact that he was born without fingers on his left hand.
Aileen Stanley and Johnny Marvin (duet, with ukulele and orchestra, recorded May 25, 1927; released by Victor Records as catalog number 20714, with the flip side "Red Lips, Kiss My Blues Away," and by HMV Records as catalog number B2519)
Horace Winters Orchestra (vocal: I. Kaufman), issued by Silvertone Records in 1927 as catalog number 5151, with the flip side "Just Another Day Wasted Away"
Merle Twins, Syncopating Songsters, New York, 1928, Vitaphone 612
Sharon, Lois & Bram on their 1982 album: One, Two, Three, Four, Live! It also appeared on their children's TV show: "The Elephant Show" in Seasons 1 (Picnic Episode) and 5 (The Early Years Episode). Season 1 featured a clip of the trio singing the song live in concert, and Season 5 included the song through clips of the episode.