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A Federal Reserve Study Put Economic 'Vibes' to the Test Against Hard Data

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

Quincy Quill

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 predict economic recessions nearly as effectively as traditional economic indicators. This research, conducted by economists from the Federal Reserve Bank of San Francisco, examined whether soft data, like consumer sentiment and news tone, could serve as reliable recession indicators alongside hard data such as jobs and prices.

The findings, released in a working paper titled "Do Vibes Predict Recessions?" on July 17, indicate that sentiment models can sometimes outperform hard data models when forecasting recessions one month in advance. While these sentiment models identified a greater proportion of months leading up to previous downturns, they also generated more false alarms.

The researchers emphasize that soft data should not replace hard data but rather complement it. Their analysis, which spanned from August 1999 to May 2026 and included three recessions, utilized various sentiment measures, including consumer surveys and economic-policy uncertainty indices.

For residents and businesses in Plano, this study provides insight into how collective sentiment can influence economic forecasts. However, the authors caution that the paper 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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Quincy Quill

Quincy Quill reports on local business, new openings, and economic development in Plano.

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