"Let Me Get Back to You" — A Machine Learning Approach to Measuring NonAnswers
Andreas Barth, Sasan Mansouri, Fabian Wöbbeking
Management Science,
No. 10,
2023
Abstract
Using a supervised machine learning framework on a large training set of questions and answers, we identify 1,364 trigrams that signal nonanswers in earnings call questions and answers (Q&A). We show that this glossary has economic relevance by applying it to contemporaneous stock market reactions after earnings calls. Our findings suggest that obstructing the flow of information leads to significantly lower cumulative abnormal stock returns and higher implied volatility. As both our method and glossary are free of financial context, we believe that the measure is applicable to other fields with a Q&A setup outside the contextual domain of financial earnings conference calls.
Read article
28.09.2023 • 25/2023
The downturn in 2023 is milder in East Germany than in Germany as a whole – Implications of the Joint Economic Forecast Autumn 2023 and of Länder data from recent publications of the Statistical Offices
The German economy has been in a downturn for more than a year. In East Germany, however, the economy has been somewhat stronger in the past four quarters: According to the Halle Institute for Economic Research (IWH), East German gross domestic product (GDP) is expected to increase by 0.5% in 2023, while production in Germany as a whole will fall by 0.6%. Next year, expansion rates of 1.3% are forecast in both the east and the west. For 2025, East German gross domestic product is expected to grow by 1.2%, which is slightly slower than in Germany as a whole (1.5%).
Read
28.09.2023 • 24/2023
Joint Economic Forecast 2/2023: Purchasing power returns ‒ political uncertainty high
According to the Joint Economic Forecast, Germany's gross domestic product declines by 0.6% in 2023. This is a strong downward revision of 0.9 percentage points from the forecast made in spring 2023. "The most important reason for this revision is that industry and private consumption are recovering more slowly than we expected in spring," says Oliver Holtemöller, Vice President and Head of the Macroeconomics Department at the Halle Institute for Economic Research (IWH).
Oliver Holtemöller
Read
16.08.2023 • 21/2023
Gutachten zu Kohlemilliarden: Transparenz der Mittelvergabe erhöhen
Mit rund 41 Milliarden Euro will der Bund den Regionen helfen, die vom Kohleausstieg betroffen sind. Wird das Geld sinnvoll genutzt? Eine Analyse der Wirtschaftsforschungsinstitute IWH und RWI gibt erstmals einen Überblick über das Programm und benennt Verbesserungspotenziale.
Oliver Holtemöller
Read
Media Response
Media Response July 2024 IWH: “Geschäftsklima für Solo-Selbstständige trübt sich leicht ein” in: Zeit Online, 16.07.2024 IWH: “BMWK zur wirtschaftlichen Lage in Deutschland” in:…
See page
Financial Stability
Financial Systems: The Anatomy of the Market Economy How the financial system is constructed, how it works, how to keep it fit and what good a bit of chocolate can do. Dossier In…
See page
Alumni
IWH Alumni The IWH maintains contact with its former employees worldwide. We involve our alumni in our work and keep them informed, for example, with a newsletter. We also plan…
See page
At a Glance
IWH at a Glance The Halle Institute for Economic Research (IWH) – Member of the Leibniz Association was founded on January 1, 1992. It is a member of the Leibniz Association. It…
See page
IWH Bankruptcy Research
IWH Bankruptcy Research The Bankruptcy Research Unit of the Halle Institute for Economic Research (IWH) presents the Institute’s research on the topics of corporate bankruptcy,…
See page
Courses
Courses Courses are organised in coordination with partner institutions within the Central-German Doctoral Program Economics (CGDE) network. IWH organises First-Year Courses in…
See page