Volume 18, Issue 1 March 2022

Applying Lessons from the Past? Exploring Historical Analogies in ECB Speeches through Text Mining, 1997–2019

Abstract

By employing text mining methods such as structural topic modeling to examine all 2,135 speeches by ECB Executive Board members between February 1997 and October 2019, this paper identifies and analyzes a significant semantic change that occurred in ECB communication in the transition from the Great Moderation to the Great Recession. The methodology also allows for a structured and empirical assessment of the hypothesis that central bankers used "lessons from the past" during the crisis. The quantitative and qualitative results indicate that references to historical analogies indeed increased at the height of the crisis (2009–11) but often served only rhetorical functions.

Authors

  • Anselm Küsters

JEL codes

  • B29
  • C89
  • E58
  • N14

Other papers in this issue

Danilo Leiva-Leon and Jaime Martinez-Martin and Eva Ortega

Nergiz Dincer and Barry Eichengreen and Petra Geraats

Olivier Coibion and Yuriy Gorodnichenko and Michael Weber

Michal Brzoza-Brzezina and Marcin Kolasa and Krzysztof Makarski

Alin Marius Andries and Anca Maria Podpiera and Nicu Sprincean