It was written by singer-songwriter Ne-Yo as well as Magnus Beite and Bernt Stray, and co-written and produced by Norwegian duo StarGate.

It was moderately successful across the airplay formats as it debuted on the US Hot R&B/Hip-Hop Chart at number eighty-seven, just two days after being serviced to radio.

An accompanying music video for "Grown Woman" was reported to have been filmed in mid-late August 2010, but has not yet been released.

[4][5] On June 29, 2010, "Rose Colored Glasses" was sent to Top 40/Mainstream radio stations as a pop single,[6] and also released for digital download on the same day.

[18] Additionally, during the first week of radio adds, "Grown Woman" became the number one added song to Urban adult contemporary stations.

[23] Rowland told New York station 103.5 KTU FM that the music video for "Grown Woman" was due to be filmed in the last week of July 2010.

Rowland did, however, perform the song live for the first time at Ne-Yo's post-American Music Awards Vevo party on November 21, 2010.