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Report
Determinants of college major choice: identification using an information experiment
This paper studies the determinants of college major choice using an experimentally generated panel of beliefs, obtained by providing students with information on the true population distribution of various major-specific characteristics. Students logically revise their beliefs in response to the information, and their subjective beliefs about future major choice are associated with beliefs about their own earnings and ability. We estimate a rich model of college major choice using the panel of beliefs data. While expected earnings and perceived ability are a significant determinant of major ...
Discussion Paper
Price Impact of Trades and Orders in the U.S. Treasury Securities Market
It’s long been known that asset prices respond not only to public information, such as macroeconomic announcements, but also to private information revealed through trading. More recently, with the growth of high-frequency trading, academics have argued that limit orders—orders to buy or sell a security at a specific price or better—also contain information. In this post, we examine the information content of trades and limit orders in the U.S. Treasury securities market, following this paper, recently published in the Journal of Financial Markets and earlier as a New York Fed staff ...
Report
Intended college attendance: evidence from an experiment on college returns and costs
Despite a robust college premium, college attendance rates in the United States have remained stagnant and exhibit a substantial socioeconomic gradient. We focus on information gaps?specifically, incomplete information about college benefits and costs?as a potential explanation for these patterns. For this purpose, we conduct an information experiment about college returns and costs embedded within a representative survey of U.S. household heads. We show that, at the baseline, perceptions of college costs and benefits are severely and systematically biased: 75 percent of our respondents ...
Report
Home price expectations and behavior: evidence from a randomized information experiment
Home price expectations are believed to play an important role in housing dynamics, yet we have limited understanding of how they are formed and how they affect behavior. Using a unique ?information experiment? embedded in an online survey, this paper investigates how consumers? home price expectations respond to past home price growth and how they impact investment decisions. After eliciting respondents? initial beliefs about past and future local home price changes, we present a random subset of the respondents with factual information about past (one- or five-year) changes and then ...
Journal Article
Information and Communications Technology Spending and City Size
Firms in big cities are spending more on information and communications technology than firms in small cities, a likely cause of the growing economic divide between big and small U.S. cities.
Working Paper
A theory of targeted search
We present a theory of targeted search, where people with a finite information processing capacity search for a match. Our theory explicitly accounts for both the quantity and the quality of matches. It delivers a unique equilibrium that resides in between the random matching and the directed search outcomes. The equilibrium that emerges from this middle ground is inefficient relative to the constrained Pareto allocation. Our theory encompasses the outcomes of the random matching and the directed search literature as limiting cases.
Report
The microstructure of a U.S. Treasury ECN: the BrokerTec platform
We assess the microstructure of the U.S. Treasury securities market following its migration to electronic trading. We model price discovery using a vector autoregression model of price and order flow. We show that both trades and limit orders affect price dynamics, suggesting that traders also choose limit orders to exploit their information. Moreover, while limit orders have smaller price impact, their greater variation contributes more to the variance of price updates. Lastly, we find increased price impact of trades and especially limit orders following major announcements (such as FOMC ...
Discussion Paper
How Does Information Affect Liquidity in Over-the-Counter Markets?
A large volume of financial transactions occur in decentralized markets that commonly depend on a network of dealers. Dealers face two impediments to providing liquidity in these markets. First, dealers may face informed traders. Second, they may face costs associated with maintaining large balance sheets, either due to inventory or liquidity costs. In a recent paper, we study a model of over-the-counter (OTC) markets in which liquidity is endogenously determined by dealers who must contend with both asymmetric information and liquidity costs. This post provides an intuitive explanation of ...
Discussion Paper
What Americans (Don’t) Know about Student Loan Collections
U.S. student debt has more than tripled since 2004, and at over $1 trillion is now substantially greater than both credit card and auto debt balances. There are substantial potential benefits to be gained from taking out a student loan to fund a college education, including higher earnings and lower unemployment rates for college grads. However, there are significant costs to having student debt: The loans frequently carry relatively high interest rates, delinquency is common and costly (involving potential late fees and collection fees), and the federal government has the power to garnish ...
Working Paper
Wage Setting Under Targeted Search
When setting initial compensation, some firms set a fixed, non-negotiable wage while others bargain. In this paper we propose a parsimonious search and matching model with two-sided heterogeneity, where the choice of wage-setting protocol, wages, search intensity and degree of randomness in matching are endogenous. We find that posting and bargaining coexist as wage-setting protocols if there is sufficient heterogeneity in match quality, search costs or market tightness and that labor market tightness and relative costs of search play a key role in the optimal choice of the wage-setting ...