Trending Covid Arm Reaction / The covid arm reaction has also reportedly shown up more in women, though the association there is unclear as well. Genese hendrickson says her reaction looked like someone had ripped an adhesive bandage off. Covid Arm Reaction - The first case was identified in wuhan, china, in december 2019.