Arbeitspapier
Topic salience and political polarization: Evidence from the German "PISA shock"
Does the salience of a topic affect polarization in related parliamentary debates? When discussing a salient topic, politicians might adopt more extreme stances to gain electoral consensus. Alternatively, they could converge towards more moderate positions to find a compromise. Using parliamentary debates from the 16 German state parliaments, I exploit the exogenous increase in the salience of education induced by the unexpectedly low performance of German students in the PISA 2000 test-the German "PISA shock". I combine machine-learning and text analysis techniques to obtain topic-specific measures of polarization of parliamentary debates. In a difference-in-differences framework, I find that the PISA shock caused an 8.8% of a standard deviation increase in polarization of education debates compared to other topics. The effect is long-lasting and fades after about six years.
- Language
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Englisch
- Bibliographic citation
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Series: ifo Working Paper ; No. 402
- Classification
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Wirtschaft
Political Processes: Rent-seeking, Lobbying, Elections, Legislatures, and Voting Behavior
Social Choice; Clubs; Committees; Associations
- Subject
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polarization
text analysis
machine learning
Germany
PISA shock
- Event
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Geistige Schöpfung
- (who)
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Sancassani, Pietro
- Event
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Veröffentlichung
- (who)
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ifo Institute - Leibniz Institute for Economic Research at the University of Munich
- (where)
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Munich
- (when)
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2023
- Handle
- Last update
- 10.03.2025, 11:41 AM CET
Data provider
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
Object type
- Arbeitspapier
Associated
- Sancassani, Pietro
- ifo Institute - Leibniz Institute for Economic Research at the University of Munich
Time of origin
- 2023