Yes, it is possible to make a chargeback when using PayPal. Chargebacks can be used fraudulently and as such, sellers may be wary of using PayPal with buyers who have a low reputation on the platform.
For this reason, buying Ethereum with PayPal on a peer-to-peer exchange can necessitate a delay while the seller waits for the chargeback window to close.