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Economic 'Vibes' Forecast Recessions as Well as Hard Data, Fed Study Finds

A Federal Reserve study reveals consumer sentiment can forecast recessions effectively.

Opal Keller

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 by the Federal Reserve indicates that consumer sentiment, alongside the tone of news coverage, can predict economic recessions similarly to traditional data such as employment figures and price levels. The research, conducted by economists from the Federal Reserve Bank of San Francisco, was published on July 17 and is titled "Do Vibes Predict Recessions?"

The study's findings suggest that a model relying solely on sentiment outperformed one based on hard economic data when looking one month ahead. It also performed comparably to a model that combined both types of data. Although the sentiment model identified a greater share of months leading to previous downturns, it was also prone to more false alarms.

The authors clarify that sentiment data serves as a valuable complement to hard statistics, providing unique insights into recession risks. Their analysis included consumer surveys, an economic-policy uncertainty index, and sentiment readings from the Fed's Beige Book.

For those in Richardson, Texas, this research highlights that collective consumer mood may offer meaningful insights into economic trends. However, the authors emphasize that the paper reflects their views and does not represent the Federal Reserve's official stance on any impending recession.

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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Opal Keller

Opal Keller reports on local business, new openings, and economic development in Richardson.

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