According to Artie Glenn's youngest son, Larry, the song was inspired by a personal experience his father had, and the chapel in the title was the Loving Avenue Baptist Church in Fort Worth, Texas.
He recuperated from a successful spinal surgery, and when he was released from hospital, he went to pray at the nearest chapel he could find.
[6] Darrell Glenn was the first to record the song while still in high school, backed by his father's band the Rhythm Riders.
[15] On the Cash Box chart where versions by Glenn, June Valli, the Orioles and Rex Allen were amalgamated, the song reached number one.
[25] On October 31, 1960, Elvis Presley cut a version of the song with plans to put it on his RCA gospel album His Hand in Mine.
Its lyrics were adapted from the Orioles' version by Rasta leader Mortimo Planno, who also produced and pressed the single entitled "Selassie Is the Chapel", the first ever Rastafarian song recorded and released by Marley.
The song is thus meaningful to Rastafarians as its lyrics were modified in order to affirm the divinity of Haile Selassie as the born again Christ.
Only a few hundred copies of the single were pressed on a blank label at the time, making it a much sought-after rarity for decades.
It was finally reissued and documented on CD on the album Selassie Is the Chapel (JAD Records, 1997), as part of the Complete Bob Marley & the Wailers 1967 to 1972 series produced by Bruno Blum and Roger Steffens.
The recording was reissued on that single along with the original Mortimo Planno-voiced flip side, Rastafarian cult song "A Little Prayer" as well as on the 2002 four CD Marley Rebel anthology set released in France only and deleted in 2003.