Forecaster (Mis-)Behavior

We document how professional forecasts overrespond to new information. We show that such overresponses are inconsistent with rational expectation formation with noisy information, common agency-based models of forecaster behavior, as well as several behavioral alternatives. In place, we propose a simple model of absolute and relative overconfidence, consistent with the stylized facts. Unlike rational forecasters, overconfident forecasters are overoptimistic about the precision of their private information and believe it to be superior to that held by others. We show how this causes forecasters to misinterpret the information content of market-generated public outcomes. Consequently, forecasters not only overrespond to private information but also to observed public news. We document how the latter is a pervasive feature of the forecast data. Last, we use the model to shed light on the importance of misperceptions about public information for expectation formation.

[1]  P. Andrade,et al.  Inattentive Professional Forecasters , 2010 .

[2]  P. Sørensen,et al.  The Strategy of Professional Forecasting , 2001 .

[3]  A. Shleifer,et al.  Diagnostic Expectations and Credit Cycles , 2016, A Crisis of Beliefs.

[4]  Information Rigidities: Comparing Average and Individual Forecasts for a Large International Panel , 2014 .

[5]  Campbell R. Harvey,et al.  Managerial Miscalibration , 2010 .

[6]  Alexandre N. Kohlhas,et al.  Asymmetric Attention , 2018 .

[7]  C. Granger,et al.  Handbook of Economic Forecasting , 2006 .

[8]  J. Wolfers,et al.  Disagreement about Inflation Expectations , 2003, NBER Macroeconomics Annual.

[9]  Olivier Coibion,et al.  Information Rigidity and the Expectations Formation Process: A Simple Framework and New Facts , 2010, SSRN Electronic Journal.

[10]  Ulrike Malmendier,et al.  CEO Overconfidence and Corporate Investment , 2002 .

[11]  Andrei Shleifer,et al.  What Comes to Mind , 2009 .

[12]  Jeffrey C. Fuhrer Expectations as a Source of Macroeconomic Persistence: An Exploration of Firms' and Households' Expectation Formation , 2015 .

[13]  Martin Hellwig,et al.  On the aggregation of information in competitive markets , 1980 .

[14]  A. Tversky,et al.  Extensional versus intuitive reasoning: the conjunction fallacy in probability judgment , 1983 .

[15]  Tilman Ehrbeck,et al.  Why Are Professional Forecasters Biased? Agency versus Behavioral Explanations , 1996 .

[16]  A. Tversky,et al.  Subjective Probability: A Judgment of Representativeness , 1972 .

[17]  David Laster,et al.  Rational Bias in Macroeconomic Forecasts , 1997 .

[18]  N. Barberis,et al.  Extrapolation and Bubbles , 2016, Journal of Financial Economics.

[19]  J. Poterba,et al.  Speculative Dynamics and the Role of Feedback Traders , 1990 .

[20]  Owen A. Lamont Macroeconomic forecasts and microeconomic forecasters , 2002 .

[21]  P. Sørensen,et al.  Forecasters’ objectives and strategies , 2013 .

[22]  Ricardo Reis,et al.  Inattentive Producers , 2005 .