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Fed Economists Ask Whether 'Vibes' Can Forecast a Recession

A Federal Reserve study indicates that consumer sentiment can predict recessions effectively.

Imani Carter

July 23, 20261 min read

Chart: soft (sentiment) data forecast recessions about as well as hard economic data one month ahead, per SF Fed Working Paper 2026-14. Source: Federal Reserve Bank of San Francisco
Chart: soft (sentiment) data forecast recessions about as well as hard economic data one month ahead, per SF Fed Working Paper 2026-14. Source: Federal Reserve Bank of San Francisco

A recent study from the Federal Reserve suggests that consumer sentiment and the overall tone of news can forecast recessions comparably to traditional economic indicators such as jobs and prices. Released on July 17, the research was conducted by economists from the Federal Reserve Bank of San Francisco, including Nicolas Petrosky-Nadeau, Yeji Sung, and Daniel J. Wilson.

The paper, titled "Do Vibes Predict Recessions?" reveals that a model based solely on consumer sentiment outperformed one relying on hard economic data when predicting recessions one month in advance. This sentiment model was quicker to identify rising recession risks, although it also generated more false alarms.

The researchers emphasize that soft data serves as a complement to hard statistics, providing valuable insights into recession risks. They utilized a range of sentiment indicators, including consumer surveys and an economic-policy uncertainty index, to develop their findings. AcadeResearch noted that the study quantifies the predictive power of soft data while accounting for various factors.

For individuals and businesses trying to gauge economic trends, this research offers reassurance that collective sentiment holds significance. However, the authors caution that the views expressed in the working paper do not represent the official stance of the Federal Reserve, and the study focuses on the potential of sentiment to predict recessions rather than confirming an impending downturn.

Sources

https://www.frbsf.org/research-and-insights/publications/working-papers/2026/07/do-vibes-predict-recessions-evidence-from-a-big-data-forecasting-framework/

https://doi.org/10.24148/wp2026-14

https://acaderesearch.com/do-vibes-predict-recessions-sf-fed-working-paper-2026/

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Imani Carter

Imani Carter reports on manufacturing, business, and the jobs driving Sherman's economy.

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