Cognitive reflection, arithmetic ability and financial literacy independently predict both inflation expectations and forecast accuracy

Cognitive reflection is defined as the tendency to detect and check intuitive errors and has been found to predict forecast accuracy in a range of domains. The current research demonstrates in a purpose-designed survey that a question in the Survey of Consumer Expectations serves as a test of cognitive reflection. Using this measure, I demonstrate for the first time in a time-series of inflation expectations that cognitive reflection is associated with greater forecast accuracy. I then apply this insight to interrogate the spike in inflation expectations that occurred over the year 2021. The data rule out that the spike was driven by respondents low in cognitive reflection, who are most vulnerable to overreacting to recent news. These results are insightful for the use of survey data not only in forecasting inflation but in forecasting more generally.

Authors

Institutions

Publication Details

Journal
International Journal of Forecasting
Published
2024-09-20
DOI
https://doi.org/10.1016/j.ijforecast.2024.06.011
Citations
6
Primary Topic
Decision-Making and Behavioral Economics
Type
article
Field-Weighted Citation Impact
3.21
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Cognitive reflection, arithmetic ability and financial literacy independently predict both inflation expectations and forecast accuracy

David Comerford
6 citations
International Journal of Forecasting
Decision-Making and Behavioral Economics
3.21
article

Cognitive reflection, arithmetic ability and financial literacy independently predict both inflation expectations and forecast accuracy

David Comerford
article en
6 citations

Abstract

Cognitive reflection is defined as the tendency to detect and check intuitive errors and has been found to predict forecast accuracy in a range of domains. The current research demonstrates in a purpose-designed survey that a question in the Survey of Consumer Expectations serves as a test of cognitive reflection. Using this measure, I demonstrate for the first time in a time-series of inflation expectations that cognitive reflection is associated with greater forecast accuracy. I then apply this insight to interrogate the spike in inflation expectations that occurred over the year 2021. The data rule out that the spike was driven by respondents low in cognitive reflection, who are most vulnerable to overreacting to recent news. These results are insightful for the use of survey data not only in forecasting inflation but in forecasting more generally.

International Journal of ForecastingVol. 41(2)
University of Stirling (GB)
Quality Education
Openalex Percentile: Top 8%
Decision-Making and Behavioral Economics
3.21
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.