Job market paper

Information frictions: Learning and Inattention in an Estimated New Keynesian Model

This paper considers a model with informational frictions and sticky prices in which agents form subjective expectations using an economic model and possibly out-of-date information. The proposed expectation formation mechanism is estimated via Bayesian methods and tested against rational expectations.


   The paper yields three novel results. First, the data strongly prefers the model embedding inattention `a la Mankiw and Reis (2002) and subjective expectations under adaptive learning. Secondly, the degree of sticky information is susceptible to how the expectation formation process is modeled. In particular, the level of inattention is reduced considerably when I depart from the rational expectation assumption. Finally, this result remains unchanged when tested using real-time macroeconomic series and expectations data from the U.S. Survey of Professional Forecasters.

Working papers
Do economic conditions matter for inflation expectations?
Survey evidence

In this paper, I assess the role of economic conditions in inflation expectation formation using a Bayesian latent class ordinal model and survey data from the Michigan Survey of Consumers. On the contrary to most literature on inflation expectations, I use qualitative (ordinal) data on inflation expectations. This has the advantage of not demanding a point forecast from individuals that are not professional forecasters. Thus, the level of misunderstanding, uncertainty, and burden for the respondent decreases, helping to ensure the quality of the responses.


     The results show evidence of inflation expectations been formed distinctly depending on the economic conditions faced by individuals. Moreover, the effect of demographic indicators, such as age, gender, education, and income, on inflation expectations varies with the level of distress of the economy. Overall, these findings give relevant insights for monetary policy.


Figure 1. Education effects on different inflation expectations (i.e. deflation, no inflation, and inflation) during Economic Distress (in red) and No Economic Distress (in blue).

Central bank transparency under adaptive learning

This paper uses Bayesian methods to estimate a baseline New Keynesian model with adaptive learning to assess the impact of central bank transparency on the evolution of agents’ expectations for the Mexican case.

     The results show that agents exhibit a fast learning speed and a declining perceived inflation persistence. The implied learning mechanism is able to match the empirical inflation expectations from the Survey on Expectations of Private Sector Specialists issued by the Mexican Central Bank. Moreover, the results suggest that higher degrees of transparency increase the effectiveness of monetary policy on stabilizing the economy.


IRF of economy.jpg

Figure 2. IRF to a monetary policy shock under various degrees of central bank transparency.

Work in progress
The expectational channel of monetary policy

This paper studies the effect of central bank communication on survey expectations for the UK case.


© 2021 L. Carolina Acuña Armenta.