Back Being Blue

[2] Editors at AllMusic rated this album 4 out of 5 stars, with critic Mark Deming writing that "Willis is just as breezy and delightful as ever" and "has as pure and satisfying a voice as anyone in American music, and her instrument is just as strong and pleasing as ever, with the faint Southern twang and subtle vibrato of her singing adding the ideal emotional punctuation to her performances";[3] the editorial staff also chose this as one of their favorite country music albums off 2018.

[4] In American Songwriter, Hal Horowitz gave this release 3.5 out of 5 stars, writing that it "feels like a natural progression" after having recorded multiple collaborative albums with husband Bruce Robison and "it’s a pleasure to have her talent front and center and not sharing the spotlight".

[5] Abby Johntson of The Austin Chronicle rated this album 3 out of 5 stars, stating that this "collection of original songs and covers feels effortlessly of the moment" and that it "proves this overall tonality more relevant than ever, and three decades in – better than even modern – once again brands Kelly Willis as timeless".

[6] Jewly Hight of NPR's First Listen noted several music genres in the songs, from "pillowy, R&B-glazed texture of country-pop in the disco era" to "loping, reflective folk-country" and the author ended stating that "Willis proves that she can have it both ways, and that's a source of pleasure for us listeners, too".

[7] An 8.3 out of 10 came from Lee Zimmerman of Paste who praised the songwriting, backing musicians, and noted that the music "may reflect a sadder state of mind, but there’s no denying that it still shines all the same".