According to our analysis, the optimal amount of CBDC in circulation for the case of the euro area lies between 15% and 45% of quarterly GDP. Optimal CBDC rules are effective in mitigating the risk of bank disintermediation and induce significant welfare gains. 
      
    
    
      Early evidence from an event study 
suggests that the expected impact of issuing a digital euro on bank 
profitability and lending depends on the bank’s reliance on deposit 
funding and the amount of digital euro in circulation. This is due to a 
perceived degree of substitutability between central bank digital 
currencies (CBDCs) and bank deposits, which in normal times are a 
relatively cheap form of bank funding. In this SUERF  policy note we use a
 macro-banking DSGE  model calibrated to quarterly data of the euro area 
economy to investigate optimal CBDC rules. 
In recent years, the use of cash for 
transactions has significantly declined, while the demand for digital 
means of payment for retail purposes has steadily increased (Auer et al.
 2020). In response, central banks have started to investigate the 
implications of issuing central bank digital currencies (CBDCs). One of 
the important challenges of issuing a CBDC is the risk of bank 
disintermediation through deposit substitution (Carapella and Flemming 
2020; Niepelt 2021). Much of the current policy debate focuses on how to
 calibrate the amount of CBDC in circulation to ensure that the 
potential benefits of CBDC materialize without harming monetary and 
financial stability through bank disintermediation (Bindseil and Panetta
 2020; Jamet et al. 2022). One challenge in this regard is that advanced
 economies have no experience with CBDCs and, hence, there is no 
available data on which empirical analysis can be performed. For this 
reason, the literature has focused mainly on studying the implications 
of CBDCs within theoretical models.
In this SUERF  policy note, we present 
some novel empirical evidence on the expected impact of CBDC on bank 
profitability and lending behavior and report on the development of a 
quantitative DSGE  model that allows us to investigate the relevant 
trade-offs. The findings underscore the importance of adequately 
calibrating the amount of CBDC in circulation.1 
Evidence: The impact of digital euro news on bank stock prices and lending behaviour
Early empirical evidence on the impact 
of digital euro news on bank stock prices and lending behaviour suggests
 that market participants perceive a certain degree of substitutability 
between deposits and CBDC and that the extent to which this may have a 
bearing on banks’ lending conditions depends on their reliance on 
deposit funding and the design of the CBDC.
The response of bank valuations to news 
about the digital euro project provides insights as to what market 
participants expect the effect of a digital euro on bank profitability 
to be. Figure 1 shows the cumulated impact of digital 
euro news on abnormal returns on euro area banks’ stock prices. Banks’ 
valuation decreased after the ECB  stated its intention to intensify work
 on a digital euro in early October 2020 (ECB  2020a; ECB  2020b).2
 The drop was concentrated among banks with a higher reliance on deposit
 funding, and was later reabsorbed in early February 2021 when potential
 limits on individual holdings and other qualifications about the 
digital euro project that may mitigate deposit substitution were 
conveyed to the public.3
The reaction of stock prices may have 
conveyed information about the impact that the digital euro project may 
have on the business model of banks that rely heavily on deposit 
funding. Moreover, an adverse assessment by market participants as to 
the prospects of a given bank in a world with a digital euro may have 
also directly translated into more expensive market-based funding 
options for that bank, ultimately exerting pressure on bank lending 
conditions. Developments in corporate loan markets measured with 
transaction level data from AnaCredit (the European credit register) 
suggest that one percentage point drop in stock market returns 
attributable to digital euro news was associated with a decrease in loan
 volumes of over 0.3% (Figure 2). Consistent with the 
recovery of stock market returns observed since early February 2021, the
 impact on lending disappeared following the discussion of possibly 
restricting the amount of CBDC in circulation. ... more
Author(s): Lorenzo Burlon, Carlos Montes-Galdón, Manuel A Muñoz, Frank Smets
full paper
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