Do You Know That I Know That You Know? Higher-Order Beliefs in Survey Data

Working Paper: NBER ID: w24987

Authors: Olivier Coibion; Yuriy Gorodnichenko; Saten Kumar; Jane Ryngaert

Abstract: We implement a new survey of firms, focusing on their higher-order macroeconomic expectations. The survey provides a novel set of stylized facts regarding the relationship between first-order and higher-order expectations of economic agents, including how they adjust their beliefs in response to a variety of information treatments and how these adjustments affect their economic decisions. We show how these facts can be used to calibrate key parameters of noisy-information models with infinite regress as well as to test predictions made by this class of models. The survey also quantifies cognitive limits of agents in the form of level-k thinking. We find little evidence that this departure from infinite regress helps reconcile the data and theory.

Keywords: Higher-order beliefs; Expectations; Economic decisions; Survey data

JEL Codes: C83; D84; E31


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
first-order expectations (D84)higher-order inflation expectations (E31)
higher-order information (D83)belief revision (D83)
information treatments (C22)changes in inflation expectations (E31)
changes in inflation expectations (E31)economic decisions (G11)
changes in inflation expectations (E31)prices and wages adjustment (E64)

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