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Report
Stablecoin Disintermediation
We propose a theory of stablecoin disintermediation, whereby stablecoins not only erode banks’ deposit franchises but also transmit liquidity stress to the banking system. Using transaction-level data linking on-chain transactions to wholesale interbank payments, we document the first evidence of liquidity-driven bank disintermediation. Stablecoins directly transmit liquidity shocks to the banking system: banks with stablecoin deposits experience substantial increases in payment demand and heightened liquidity exposure to daily stablecoin primary market activity. Consistent with theory, ...
Discussion Paper
Interoperability of Blockchain Systems and the Future of Payments
In a previous post, we introduced a three-pillar framework for interoperability of payment systems and discussed how technological, legal, and economic factors contribute to achieve interoperability and aid in the “singleness of money”—that payments and exchange are not subject to volatility in the value of the money itself—in the context of legacy systems. In this post, we use the framework to characterize the interoperability of blockchain systems and propose a methodology for evaluating interoperability. We show evidence of limited interoperability and draw insights for the future ...
Discussion Paper
Hey, Economist! What’s the Case for Central Bank Digital Currencies?
Since the launch of Bitcoin and other first-generation cryptocurrencies, there has been extensive experimentation in the digital currency space. So far, however, digital currencies have yet to gain much ground as a means of payment. Is there a vacuum in the landscape of digital money and payments that central banks are naturally positioned to fill? In this post, Michael Lee and Antoine Martin, economists in the New York Fed’s Money and Payment Studies function, answer some questions regarding the concept of central bank digital currencies (CBDCs).
Report
Monetizing Privacy
In a market where consumers choose between payment options and firms compete with products and prices, we show that payment data drives the formation of a market monopoly. A data-sharing policy can successfully restore and maintain a competitive market, but often at the expense of both efficiency and consumer welfare. The introduction of a low-cost anonymous means of electronic payment, or digital cash, preserves the market structure and improves consumers’ welfare by enabling them to monetize their private information. We discuss the potential role of central banks in providing digital ...
Discussion Paper
Monetizing Privacy with Central Bank Digital Currencies
In prior research, we documented evidence suggesting that digital payment adoptions have accelerated as a result of the COVID-19 pandemic. While digitalization of payment activity improves data utilization by firms, it can also infringe upon consumers’ right to privacy. Drawing from a recent paper, this blog post explains how payment data acquired by firms impacts market structure and consumer welfare. Then, we discuss the implications of introducing a central bank digital currency (CBDC) that offers consumers a low-cost, privacy-preserving electronic means of payment—essentially, digital ...
Report
Systemic Cyber Risk
We propose a quantitative framework to track systemic risk arising from cyber vulnerabilities of the U.S. financial system. Synthesizing financial, economic, cyber, and network data that covers thousands of financial institutions and technological firms, we develop an index that tracks financial-system-level cyber vulnerability (SCV) for the financial system. Geopolitical risk, ransomware and malware incidents, and seasonal factors significantly drive the estimated adversarial component. Estimated technological and financial components exhibit fat tails in the distribution. In the ...
Report
Insider networks
How do insiders respond to regulatory oversight? History suggests that they form sophisticated networks to share information and circumvent regulation. We develop a theory of the formation and regulation of information transmission networks. We show that agents with sufficiently complex networks bypass any given regulatory environment. In response, regulators employ broad regulatory boundaries to combat gaming, giving rise to regulatory ambiguity. Tighter regulation induces agents to migrate transmission activity from existing social networks to a core-periphery insider network. A small group ...
Discussion Paper
COVID-19 and the Search for Digital Alternatives to Cash
Today, the majority of retail payments in the United States are digital. Practically all digital payments are tracked, collected, and aggregated by financial institutions, payment providers, and vendors. This trend has accelerated during the COVID-19 pandemic as payments that require physical contact, such as cash, have been discouraged. As cash gradually becomes obsolete, consumers are left with fewer alternatives for making private transactions. In this post, we outline some evidence on the impact of COVID-19 on consumer payment behavior and follow up in the second post in this Liberty ...
Report
Optimal Design of Tokenized Markets
Trades in today’s financial system are inherently subject to settlement uncertainty. This paper explores tokenization as a potential technological solution. A token system, by enabling programmability of assets, can be designed to eradicate settlement uncertainty. We study the allocations achieved in a decentralized market with either the legacy settlement system or a token system. Tokenization can improve efficiency in markets subject to a limited commitment problem. However, it also materially alters the information environment, which in turn aggravates a hold-up problem. This limits ...
Discussion Paper
Why Central Bank Digital Currencies?
In the past year, a number of central banks have stepped up work on central bank digital currencies (CBDCs – see map). For central banks, are CBDCs just a defensive reaction to private-sector innovations in money, or are they an opportunity for the monetary system? In this post, we consider several long-standing goals of central banks in their support and provision of retail payments, why and how central banks tackle these issues, and where CBDCs fit into the array of potential solutions.