The double-digit trigger: estimating inflation attention thresholds in Ukraine using parliamentary speeches

This paper estimates Ukraine's inflation attention threshold using a text-based proxy derived from the relative frequency of the word "inflation" in parliamentary speeches. During a relatively stable macroeconomic period between 2017 and 2022, the estimated threshold is approximately 9-10 percent. This finding aligns with results obtained using Google Trends data, where attention increased just prior to inflation reaching double-digit levels. Crucially, the parliamentary proxy also facilitates estimation for another stable period preceding the global financial crisis (2002-2007). The remarkably similar threshold estimates across both stable periods suggest that attention dynamics in Ukraine exhibit structural consistency under non-crisis conditions. These findings underscore the value of parliamentary speech analysis as a robust tool for tracking inflation salience in contexts with limited data availability.

Publication Details

Journal
Graduate Institute Geneva Institutional Repository (Graduate Institute of International and Development Studies)
Published
2025-09-09
DOI
https://doi.org/10.71609/iheid-zp3q-2j55
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

The double-digit trigger: estimating inflation attention thresholds in Ukraine using parliamentary speeches

Graduate Institute Geneva Institutional Repository (Graduate Institute of International and Development Studies)
Geochemistry and Geologic Mapping
article

The double-digit trigger: estimating inflation attention thresholds in Ukraine using parliamentary speeches

article en

Abstract

This paper estimates Ukraine's inflation attention threshold using a text-based proxy derived from the relative frequency of the word "inflation" in parliamentary speeches. During a relatively stable macroeconomic period between 2017 and 2022, the estimated threshold is approximately 9-10 percent. This finding aligns with results obtained using Google Trends data, where attention increased just prior to inflation reaching double-digit levels. Crucially, the parliamentary proxy also facilitates estimation for another stable period preceding the global financial crisis (2002-2007). The remarkably similar threshold estimates across both stable periods suggest that attention dynamics in Ukraine exhibit structural consistency under non-crisis conditions. These findings underscore the value of parliamentary speech analysis as a robust tool for tracking inflation salience in contexts with limited data availability.

Graduate Institute Geneva Institutional Repository (Graduate Institute of International and Development Studies)
Decent work and economic growth
Openalex Percentile: Top 48%
Geochemistry and Geologic Mapping
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