Panel conditioning occurs when participation in previous survey rounds affects how respondents answer questions in later rounds. I document panel conditioning effects in reported inflation expectations and other responses in the Federal Reserve Bank of New York Survey of Consumer Expectations....

Although uncertainty plays an important role in economic decisionmaking, empirical measures of individuals' uncertainty are rare. The literature on cognition and communication documents that people use round numbers to convey uncertainty. This paper introduces a method of quantifying the...

The ability of markets to aggregate information through prices is examined in a dynamic environment with unawareness. We find that if all traders are able to minimally update their awareness when they observe a price that is counterfactual to their private information, they will eventually reach...

The term Big Data is being used widely by companies and researchers who consider your relevant functionalities or applications to create value and business innovation. However some questions arise about what is this phenomenon and, more precisely, how it occurs and under what conditions it can...

Social science research studies are frequently conducted on Amazon Mechanical Turk (MTurk). I use data from four previous economics studies conducted on Amazon Mechanical Turk, with a total of 2780 observations, to study how participant characteristics and behaviors depend on the day of the week...

When there is strategic complementarity and all agents have access to public information, but only a subset of them has access to private information, strategic complementarity within the subset of privately-informed agents enhances the focal power of public information. This results to an...

Most studies of Bayesian updating use experimental data. This paper uses a non-experimental data source--the voter ballots of the Associated Press (AP) college football poll, a weekly subjective ranking of the top 25 teams--to test Bayes' rule as a descriptive model. I find that voters sometimes...

I theoretically develop and empirically investigate the role of industry and startup experience on the forecast performance of 2,304 entrepreneurs who have started new businesses. Using the Kauffman Firm Survey I show that industry experience is associated with more accurate and less biased...

An individual is affected by the curse of knowledge when he fails to appreciate the viewpoint of a lesser-informed agent. In contrast to a rational person, the cursed individual behaves as if part of his private information were common knowledge. This systematic cognitive bias alters many...

Measuring economic uncertainty is crucial for understanding investment decisions by individuals and firms. Macroeconomists increasingly rely on survey data on subjective expectations. An innovative approach to measure aggregate uncertainty exploits the rounding patterns in individuals' responses...