The Sunday Mirror says Newcastle will hold talks with Simpson this summer in a bid to stop him joining the Blues.
Simpson is among the club’s lowest earners and Pardew wants to offer him a new contract.
The 24-year-old is tied to Newcastle, his current deal has two years to run from this summer.