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Journal Article
U.S. consumers and electronic banking, 1995-2003
The availability and variety of electronic banking technologies in the marketplace has greatly expanded in recent years. For financial institutions, e-banking technologies can speed processing, reduce costs, and help attract and retain customers. For consumers, they can save time and money and may be more convenient than more traditional ways of banking. This article draws on data from two nationwide surveys to look at consumer use of such products and services as debit cards, pre-authorized debits, and computer banking, particularly as use relates to consumer demographic characteristics and ...
Working Paper
Data, Privacy Laws and Firm Production: Evidence from the GDPR
By regulating how firms collect, store, and use data, privacy laws may change the role of data in production and alter firm demand for information technology inputs. We study how firms respond to privacy laws in the context of the EU’s General Data Protection Regulation (GDPR) by using seven years of data from a large global cloud-computing provider. Our difference-in-difference estimates indicate that, in response to the GDPR, EU firms decreased data storage by 26% and data processing by 15% relative to comparable U.S. firms, becoming less “data-intensive.” To estimate the costs of the ...
Journal Article
Decentralized Finance (DeFi): Transformative Potential and Associated Risks
Financial services in the crypto finance world are provided by a combination of centralized finance (CeFi) organizations and decentralized finance (DeFi). CeFi's are roughly similar to traditional financial intermediaries, but DeFi seeks to provide services using smart contracts (computer code) rather than an intermediary. DeFi's unusual structure creates some interesting potential but also raises new risks in addition to those already inherent in blockchains and crypto finance. This paper reviews some of the opportunities and risks.
Working Paper
Can Reputation Discipline the Gig Economy? Experimental Evidence from an Online Labor Market
Just as employers face uncertainty when hiring workers, workers also face uncertainty when accepting employment, and bad employers may opportunistically depart from expectations, norms, and laws. However, prior research in economics and information sciences has focused sharply on the employer?s problem of identifying good workers rather than vice versa. This issue is especially pronounced in markets for gig work, including online labor markets, where platforms are developing strategies to help workers identify good employers. We build a theoretical model for the value of such reputation ...
Working Paper
Accounting for Innovations in Consumer Digital Services: IT still matters
This paper develops a framework for measuring digital services in the face of ongoing innovations in the delivery of content to consumers. We capture what Brynjolfsson and Saunders (2009) call "free goods" as the capital services generated by connected consumers' stocks of IT digital goods; this service flow augments the existing measure of personal consumption in GDP. Its value is determined by the intensity with which households use their IT capital to consume content delivered over networks, and its volume depends on the quality of the IT capital. Consumers pay for delivery services, ...
Report
Rational bias in macroeconomic forecasts
This paper develops a model of macroeconomic forecasting in which the wages firms pay their forecasters are a function of their accuracy as well as the publicity they generate for their employers by being correct. In the resulting Nash equilibrium, forecasters with identical models, information, and incentives nevertheless produce a variety of predictions in order to maximize their expected wages. In the case of heterogeneous incentives, the forecasters whose wages are most closely tied to publicity, as opposed to accuracy, produce the forecasts that deviate most from the consensus. We find ...
Discussion Paper
State-of-the-Field Conference on Cyber Risk to Financial Stability
The Federal Reserve Bank of New York partnered with Columbia University’s School of International and Public Affairs (SIPA) for the second annual State-of-the-Field Conference on Cyber Risk to Financial Stability on December 14-15, 2020. Hosted virtually due to the COVID-19 pandemic, the conference took place amidst the unfolding news of a cyberattack against a major cybersecurity vendor and software vendor, underscoring vulnerabilities from cyber risk.
Journal Article
An Introduction to Web3 with Implications for Financial Services
Web3 is used to describe the next iteration of the internet in which decentralized services are automated on blockchains. This paper describes the elements of Web3 including blockchains and tokens. It describes the largest decentralized finance protocols and some specific services where blockchain and tokens can be used. The paper concludes with a brief discussion of some regulatory challenges.
Working Paper
ICT Services and their Prices: What do they tell us about Productivity and Technology?
This paper reassesses the link between ICT prices, technology, and productivity. To understand how the ICT sector could come to the rescue of a whole economy, we extend a multi-sector model due to Oulton (2012) to include ICT services (e.g., cloud services) and use it to calibrate the steady-state contribution of the ICT sector to growth in aggregate U.S. labor productivity. Because ICT technologies diffuse through the economy increasingly via purchases of cloud and data analytic services that are not fully accounted for in the standard narrative on ICT's contribution to economic growth, the ...
Working Paper
The Rise of Exporting By U.S. Firms
Although a great deal of ink has been spilled over the consequences of globalization, we do not yet fully understand the causes of increased worldwide trade. Using confidential microdata from the U.S. Census, we document widespread entry into countries abroad by U.S. firms from 1987 to 2006. We show that this extensive margin growth is unlikely to have been due to significant declines in entry costs. We instead find evidence of large roles for the development of the internet, trade agreements, and foreign income growth in driving these trends.