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A Federal Reserve Paper Tests Whether 'Vibes' Forecast Recessions

A recent Federal Reserve study indicates that consumer sentiment can forecast recessions.

Dexter Doyle

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 new study from the Federal Reserve reveals that consumer sentiment and the overall tone of news can be as effective in predicting recessions as traditional economic indicators. This research, conducted by economists from the Federal Reserve Bank of San Francisco, was published on July 17 and titled "Do Vibes Predict Recessions?"

The findings suggest that a model based solely on sentiment outperformed one based on hard economic data when looking one month ahead. It flagged a higher percentage of months leading into past recessions, though it also generated more false alarms. The researchers emphasized that while soft data like consumer sentiment can provide valuable insights, it should complement rather than replace traditional economic measures.

The study utilized various sentiment inputs, including consumer surveys and an economic-policy uncertainty index, analyzing data from August 1999 through May 2026, which encompasses three recessions. AcadeResearch noted that the study quantifies the predictive power of soft data at short time frames, while also acknowledging that the paper reflects the authors' views rather than the Fed's official stance.

This research may offer reassurance to households and businesses in Princeton, Texas, as they assess economic trends.

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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Dexter Doyle

Dexter Doyle reports on local business, new openings, and economic development in Princeton.

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