Above, but close to two percent. Evidence on the ECBâ€™s inflation target using text mining
Johannes Zahner ()
Additional contact information
Johannes Zahner: Philipps University Marburg
MAGKS Papers on Economics from Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung)
Due to its official mandate, the European Central Bank (ECB) is assumed to maximize an implied objective function that leads it to pursue inflation with a subordinate focus on supporting the general economic policy of the European Union. This objective is â€“ by its very nature â€“ difficult to quantify. My paper tries to decipher information regarding the ECBâ€™s objective through the use of text mining on all public speeches between 2002 and 2020. The estimation of a sentiment index through a â€™bag-of-wordsâ€™-approach yields the following results. First, the findings of my analysis suggest a concave objective regarding the inflation rate. The implied inflation target is best summarized as an inflation rate of â€™above, but close to 2%â€™. Deviations from this target lead to a reduction in the sentiment of the institutionsâ€™ communication. Second, my findings suggest a convex objective towards output growth and a linear objective towards the unemployment rate, with a preference for higher GDP growth and employent independently of the current level. Furthermore, the hierarchical order in the the European Central Bank (ECB)â€™s mandate does not always appear to be consistent with my findings. Deviations from its primary objective, the inflation rate, appear to be of no greater concern than deviations in its subordinate objective. Third, in periods of heightened uncertainty, there is an additional decrease in the sentiment of speech. Last, over the last two decades, speeches have become more pessimistic, even when controlling for macroeconomic conditions.
Keywords: Sentiment Analysis; ECB; Monetary Policy; Public Perception (search for similar items in EconPapers)
JEL-codes: E53 E58 E61 (search for similar items in EconPapers)
Pages: 27 pages
New Economics Papers: this item is included in nep-cba, nep-mac and nep-mon
References: View references in EconPapers View complete reference list from CitEc
Citations: Track citations by RSS feed
Downloads: (external link)
https://www.uni-marburg.de/en/fb02/research-groups ... s/46-2020_zahner.pdf First 202046 (application/pdf)
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
Persistent link: https://EconPapers.repec.org/RePEc:mar:magkse:202046
Access Statistics for this paper
More papers in MAGKS Papers on Economics from Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung) Contact information at EDIRC.
Bibliographic data for series maintained by Bernd Hayo ( this e-mail address is bad, please contact ).