Heterogeneity, Asymmetries and Learning in InfIation Expectation Formation: An Empirical Assessment

Relying on Michigan Survey' monthly micro data on inflation expectations we try to determine the main features -- in terms of sources and degree of heterogeneity - of inflation expectation formation over different phases of the business cycle and for different demographic subgroups. We identify three regions of the overall distribution corresponding to different expectation formation processes, which display a heterogeneous response to main macroeconomic indicators: a static or highly autoregressive (LHS) group, a "nearly" rational group (middle), and a group of "pessimistic" agents (RHS), who overreact to macroeconomic fluctuations. Different learning rules have been applied to the data, in order to test whether agents' are learning and whether their expectations are converging towards rational expectations (perfect foresight). The results obtained by applying conventional and recursive methods confirm our initial conjecture that behaviour of agents in the RHS of distribution is more associated with learning dynamics. We also regard the overall distribution as a mixture of normal distributions. This strategy allows us to get a deeper understanding of the existence and the main features of convergence and learning in the data, as well as to identify the demographic participation in each subcomponentHeterogeneous Expectations, Adaptive Learning, Survey Expectations

Heterogeneity and learning in inflation expectation formation: an empirical assessment

Relying on Michigan Survey's monthly micro data on inflation expectations we try to determine the main features - in terms of sources and degree of heterogeneity - of inflation expectation formation over different phases of the business cycle. Different learning rules have been applied to the data, in order to test whether agents are learning and whether their expectations are converging towards perfect foresight. Results suggest that behaviour of agents in the right hand side of the distribution is more associated with learning dynamics. Tests for "static" and "dynamic" versions of sticky information are also conducted. Only agents in the middle of the distribution are regularly updating their information sets. Evidence of rational inattention has been found for agents comprised in the upper end of the distribution. We identify three regions of the overall distribution corresponding to different expectation formation processes, which display a heterogeneous response to main macroeconomic indicators : a static or highly autoregressive (LHS) group, a "nearly" rational group (middle), and a group of agents (RHS) behaving in accordance to adaptive learning and sticky information. The latter, generally speaking, are too "pessimistic" as they overreact to macroeconomic fluctuations.Heterogeneous Expectations, Adaptive Learning, Sticky Information, Survey Expectations

Determinacy, Stock Market Dynamics and Monetary Policy Inertia

This note deals with the stability properties of an economy where the central bank is concerned with stock market developments. We introduce a Taylor rule reacting to stock price growth rates along with inflation and output gap in a New-Keynesian setup. We explore the performance of this rule from the vantage of equilibrium uniqueness. We show that this reaction function is isomorphic to a rule with an interest rate smoothing term, whose magnitude increases in the degree of aggressiveness towards asset prices growth. As shown by Bullard and Mitra (2007, Determinacy, learnability, and monetary policy inertia, Journal of Money, Credit and Banking 39, 1177-1212) this feature of monetary policy inertia can help at alleviating problems of indeterminacy.monetary policy; asset prices; rational expectation equilibrium uniqueness

Determinacy, Stock Market Dynamics and Monetary Policy Inertia

Abstract. This paper deals with the stability properties of an economy where the Central Bank is concerned with stock market developments. We introduce a Taylor rule reacting to stock price growth rates along with ination and output gap in a New-Keynesian setup. We explore the performance of this rule from the vantage of equilibrium uniqueness. We show that this reaction function can be mapped into a rule with an interest rate smoothing term, whose magnitude increases in the degree of aggressiveness towards asset prices growth. As shown by Bullard and Mitra (2007) this feature of monetary policy inertia can help at alleviating problems of indeterminacy. JEL classi\u85cation: E31; E32; E5

Reference-dependent preferences and the transmission of monetary policy

This paper proposes a novel explanation of the vast empirical evidence showing that output and prices react asymmetrically to monetary policy innovations over contractions and expansions in the business cycle. We use VAR techniques to show that monetary policy exerts stronger effects on the U.S. GDP during contractionary phases, as compared to expansionary ones. As to prices, their response is not statistically different across different cyclical stages. We show that these facts are consistent with a New Neoclassical Synthesis model based on the assumption that households. utility partly depends on deviations of their consumption from a reference level below which aversion to loss is displayed. In line with the theory developed by Kahneman and Tversky (1979), losses in consumption utility loom larger than gains. This implies state-dependent degrees of real rigidity and elasticity of intertemporal substitution in consumption that generate competing effects on the responses of output and inflation following a monetary innovation. The key predictions of the model are in line with the data. We then explore the state-dependent trade-o¤ between inflation and output stabilization that naturally arises in this context. Greater elasticity of inflation to real activity during expansionary stages of the cycle promotes a stronger degree of policy activism in the response to the expected rate of inflation under discretion, compared to what is otherwise prescribed during contractions.

Are survey expectations theory-consistent? The role of central bank communication and news

In this paper we analyze whether central bank communication can facilitate the understanding of key economic concepts. Using survey data for consumers and professionals, we calculate how many of them have expectations consistent with the Fisher Equation, the Taylor rule and the Phillips curve and test, by accounting for three different communication channels, whether central banks can influence those. A substantial share of participants has expectations consistent with the Fisher equation, followed by the Taylor rule and the Phillips curve. We show that having theory-consistent expectations is beneficial, as it improves the forecast accuracy. Furthermore, consistency is time varying. Exploring this time variation, we provide evidence that central bank communication as well as news on monetary policy can facilitate the understanding of those concepts and thereby improve the efficacy of monetary policy

Are Consumer Expectations Theory-Consistent? The Role of Macroeconomic Determinants and Central Bank Communication

Using the microdata of the Michigan Survey of Consumers, we evaluate whether U.S. consumers form macroeconomic expectations consistent with different economic concepts. We check whether their expectations are in line with the Phillips Curve, the Taylor Rule and the Income Fisher Equation. We observe that 50% of the surveyed population have expectations consistent with the Income Fisher equation and the Taylor Rule, while 25% are in line with the Phillips Curve. However, only 6% of consumers form theory-consistent expectations with respect to all three concepts. For the Taylor Rule and the Phillips curve we observe a strong cyclical pattern. For all three concepts we find significant dierences across demographic groups. Evaluating determinants of consistency, we provide evidence that the likelihood of having theory-consistent expectations with respect to the Phillips curve and the Taylor rule falls during recessions and with inflation higher than 2%. Moreover, consistency with respect to all three concepts is aected by changes in the communication policy of the Fed, where the strongest positive effect on consistency comes from the introduction of the official inflation target. Finally, we show that consumers with theory-consistent expectations have lower absolute inflation forecast errors and are closer to professionals' inflation forecasts