A source told Us Weekly doctors speculate the 21-year-old singer was suffering from exhaustion. Family members were waiting for an official diagnosis before deciding whether to go to Japan, the magazine said.
Simpson has been on the road for the past two months promoting her latest album, "I Am Me."
Her scheduled performance at Monday's Radio Music Awards in Las Vegas has been canceled.