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How Well Do 'Vibes' Predict Recessions? A New Fed Study Ran the Numbers

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

Zane Whitlock

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 has revealed that consumer sentiment, alongside the tone of news coverage, can forecast recessions with similar accuracy to traditional economic data such as jobs and prices. This research was conducted by economists from the Federal Reserve Bank of San Francisco, including Nicolas Petrosky-Nadeau, Yeji Sung, and Daniel J. Wilson.

The working paper, titled "Do Vibes Predict Recessions?", shows that a model based solely on sentiment outperformed one based on hard data when looking one month ahead. It also performed comparably to a model that combined both types of data. While the sentiment model was quicker to identify rising recession risks, it also generated more false alarms.

The researchers emphasized that sentiment data serves as a valuable complement to traditional indicators rather than a replacement. Their analysis included various sentiment measures, such as consumer surveys and an economic-policy uncertainty index, covering data from August 1999 to May 2026, which encompasses three recessions.

For those in Prosper and the surrounding areas, this finding provides some reassurance that collective economic sentiment is a significant indicator of future trends. However, the authors noted that the study reflects their views and does not represent the official stance of the Federal Reserve.

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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Zane Whitlock

Zane Whitlock reports on local business, new openings, and economic development in Prosper.

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