WASHINGTON—The Federal Reserve has begun holding dollars it receives from Asia before recirculating them amid concerns over the spreading coronavirus outbreak, a spokeswoman confirmed Friday.

The Fed’s 12 regional reserve banks will store currency shipments from Asia for at least seven to 10 days, the spokeswoman said. She emphasized the move is precautionary.

The...