Technology has changed how discrimination manifests itself in financial services. Replacing human discretion with algorithms in decision-making roles reduces taste-based discrimination, and new modeling techniques have expanded access to financial services to households who were previously...

Technology has changed how discrimination manifests itself in financial services. Replacing human discretion with algorithms in decision-making roles reduces taste-based discrimination, and new modeling techniques have expanded access to financial services to households who were previously...

We show that as nonbanks' market share increases in a local residential mortgage market, the quality of mortgage services in the market improves. Two instrumental variable analyses exploiting (1) stress tests conducted by the Federal Reserve, and (2) mortgage industry surety bonds required by...

Consumer digital access services — internet, mobile phone, cable TV, and streaming — accounted for over 2 percent of U.S. household consumption in 2018. We construct prices for these services using direct measures of volume (data transmitted, talk time, and hours of programming). Our price...

This paper uses a newly constructed, comprehensive dataset to investigate the diffusion of containerization. The data show that country adoption is exceptionally fast while firm usage increases more slowly. To guide my empirical investigation, I build a multi-country trade model with endogenous...

Consumer digital access services—internet, mobile phone, cable TV, and streaming—accounted for over 2 percent of U.S. household consumption in 2018. We construct prices for these services using direct measures of volume (data transmitted, talk time, and hours of programming). Our price index...

This paper investigates how high-speed home Internet has impacted married women's labor force participation. I estimate the net effect of individual Internet usage on labor supply using an instrumental variables strategy which exploits cross-state variation in supply-side constraints to...

This paper addresses two measurement issues for mobile phones. First, we develop a new mobile phone price index using hedonic quality-adjusted prices for smartphones and a matched-model index for feature phones. Our index falls at an average annual rate of 17 percent during 2010-2018, close to...

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...

The Producer Price Index (PPI) for the United States suggests that semiconductor prices have barely been falling in recent years, a dramatic contrast to the rapid declines reported from the mid-1980s to the early 2000s. This slowdown in the rate of decline is puzzling in light of evidence that...