Click in the Eyewitness News Story Window above to watch surveillance video of one burglary.
The break-ins have all happened overnight, involving two to four masked suspects.
Most of the burglaries have taken place in Southern California, including Westminster, Thousand Oaks, Northridge and Santa Ana.
JCPenney estimates its total loss at more than $2 million.