Different newspapers - different inflation perceptions
In this paper, I investigate how inflation signals from different types of newspapers influence household inflation expectations in Germany. Using text data and the large language model GPT-3.5-turbo-1106, I construct newspaper-specific indicators and find significant heterogeneity in their informat...
Gespeichert in:
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| Dokumenttyp: | Book/Monograph Arbeitspapier |
| Sprache: | Englisch |
| Veröffentlicht: |
Heidelberg
Heidelberg University, Department of Economics
25 Jun. 2024
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| Schriftenreihe: | AWI discussion paper series
no. 748 (June 2024) |
| In: |
AWI discussion paper series (no. 748 (June 2024))
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| DOI: | 10.11588/heidok.00034992 |
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| Online-Zugang: | Verlag, kostenfrei: https://archiv.ub.uni-heidelberg.de/volltextserver/34992/7/Arndt_dp748_2024.pdf Resolving-System, kostenfrei: https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-349926 Resolving-System, kostenfrei: https://doi.org/10.11588/heidok.00034992 Resolving-System, kostenfrei: https://hdl.handle.net/10419/301188 
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| Verfasserangaben: | Sarah Arndt |
| Zusammenfassung: | In this paper, I investigate how inflation signals from different types of newspapers influence household inflation expectations in Germany. Using text data and the large language model GPT-3.5-turbo-1106, I construct newspaper-specific indicators and find significant heterogeneity in their informativeness based on the genre-tabloid versus reputable sources. The tabloid's indicator is more effective for predicting perceived inflation among low-income and lower-education households, while reputable newspapers better predict higher-income and more educated households' expectations. Local projections reveal that tabloid sentiment shows an immediate decrease following a monetary policy shock, whereas responses from reputable newspapers are smaller and delayed. Household expectations also vary depending on the type of newspaper affected by the sentiment shock and the socioeconomic background of the household. These findings underscore the differentiated impact of media on inflation expectations across various segments of society, providing valuable insights for policymakers to tailor communication strategies effectively. |
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| Beschreibung: | Online Resource |
| DOI: | 10.11588/heidok.00034992 |