This paper delves into the relationship between the issuance of Central Bank Digital Currencies (CBDC) and the likelihood of banking panic. The issuance of CBDC acts as a disturbing shock that incentivizes depositors to withdraw all/part of their deposits from the commercial banks, to swap it for CBDC which are offered by the central bank. We determine a variety of tools that central banks can use in order for the issuance of CBDC to act as a stabilizing factor of the banking system (by reducing the likelihood of banking panic).