• Medientyp: E-Book
  • Titel: 'Decoding' Policy Perspectives : Structural Topic Modelling of European Central Bankers' Speeches
  • Beteiligte: Warin, Thierry [VerfasserIn]; Stojkov, Aleksandar [VerfasserIn]
  • Erschienen: [S.l.]: SSRN, [2023]
  • Umfang: 1 Online-Ressource (22 p)
  • Sprache: Englisch
  • DOI: 10.2139/ssrn.4453148
  • Identifikator:
  • Schlagwörter: structural topic modeling ; central bank transparency ; text mining
  • Entstehung:
  • Anmerkungen:
  • Beschreibung: This research analyzes the speeches and interviews of high-level European Central Bank decision-makers from 1997 to 2021 to identify clusters of prominent topics. Transparency is a crucial aspect of modern monetary policy, and public speeches and interviews by central bankers play a vital role in achieving it. Our study employs structural topic modeling to compare the prevalence of topics during the Global Financial Crisis and pandemic-induced crisis. Additionally, we explore the impact of central bank independence on official rhetoric
  • Zugangsstatus: Freier Zugang