Online said "The song tells the story of someone who may be having a rough day but who quickly decides to 'dust her shoulders off' in swaggy fashion.
"[2] PopCrush's Bradley Stern stated "The fresh and breezy, feel-good ode to sh-sh-shaking off the blues, gliding across folk-y harmonies recalling Oh Land and Timba and Jim Beanz’s knocking hip-hop beats, really doesn’t sound like anything on radio right now.
It's no secret that breaking into the American market in a big way is still an all-but-impossible feat for any Asian act — from any country.
We're inching there at a snail's pace with acts like Utada and CL, and BTS just notched the highest Korean-language debut on the Billboard 200 yet this week, but to see Jane riding high on the Top 10 out of nowhere is an absolute unexpected delight: it's not only a massive victory for C-Pop, but for the Asian music market as a whole.
[5] Eleven famous paintings are recreated and reenacted for this music video:[5] In November 2017, Jane Zhang performed "Dust My Shoulders Off" at the Victoria's Secret Fashion Show in Shanghai, China, along with "Work for It" and "808".