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Do Economic 'Vibes' Work as a Recession Warning? Often, a Fed Study Says

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

Pierce Stroud

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 reveals that consumer sentiment and the tone of news can predict recessions similarly to traditional economic data. This research, conducted by economists from the Federal Reserve Bank of San Francisco, highlights the significance of what they term "soft" data in forecasting economic downturns.

Released on July 17, the study, titled "Do Vibes Predict Recessions?" shows that models based solely on sentiment outperformed those relying solely on hard economic indicators in predicting recessions one month in advance. While sentiment models reacted more quickly to rising recession risks, they also generated more false alarms.

The researchers emphasize that soft data serves as a complement to hard statistics, providing valuable insights into recession risks. The analysis utilized various sentiment measures, including consumer surveys and an economic-policy uncertainty index, spanning from August 1999 to May 2026, which encompasses three recessions.

For residents and businesses in The Colony, Texas, this study suggests that understanding collective consumer sentiment may offer more clarity about future economic conditions. However, the authors caution that the findings reflect their views and do 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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Pierce Stroud

Pierce Stroud reports on local business, new openings, and economic development in The Colony.

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