We study the evolution of U.S. inflation narratives in American newspapers since 1923. An inflation narrative is an explanation of the causes and/or effects of inflation. Using natural language processing to analyze 4.2 million sentences, we document significant shifts in narrative prevalence across economic eras. We find sharp regional differences as well, with Northern papers emphasizing fiscal  causes while Southern papers focusing on supply factors and interest rate effects. Narrative framing also predicts heterogeneity in both short-and long-term consumer inflation expectations across income and education groups, with lower-income households showing greater sensitivity to narratives about the social/political consequences and cost-of-living effects of inflation. These narrative effects in some cases exceed the predictive power of realized inflation itself, suggesting exposure to different media framing may contribute to persistent gaps in inflation.

To read the paper, click here
To read the slides, click here

WATCH THE SEMINAR
Topic: “A Century of Inflation Narratives ”
Start Time: March 4, 2026, 12:30 PM PT

Upcoming Events

Tuesday, July 21, 2026
Indo-Pacific
Indo-Pacific Maritime Security Cooperation: The View From Southeast Asia
The Hoover Institution's Global Policy and Strategy Initiative invites you to a virtual discussion on Indo-Pacific Maritime Security Cooperation: The…
Thursday, July 30, 2026 4:30 PM Pacific Time
Nitrate film
Fragile Frames: Early 20th Century Nitrate Cinema
The Hoover Institution Library & Archives invite you to an exclusive film screening with remarks from Senior Fellow Victor Davis Hanson and Head… Hauck Auditorium, Traitel Building, Stanford University
Wednesday, September 23, 2026
Kay Udea leading a discussion during the Second international workshop on Japanese diaspora 2022
第4 回ジャパニーズ・ディアスポラ国際ワークショップ
Hoover Institution Library & Archives, Stanford University
overlay image