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Expressions of Anxiety in Political Texts

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Anxiety has a special importance in politics since the emotion is tied to decision-making under uncertainty, a feature of democratic institutions. 

Yet, measuring specific emotions like anxiety in political settings remains a challenging task. 

The present study tackles this problem by making use of natural language processing (NLP) tools to detect anxiety in a corpus of digitized parliamentary debates from Canada. 

I rely upon a vector space model to rank parliamentary speeches based on the semantic similarity of their words and syntax with a set of common expressions of anxiety. 

After assessing the performance of this approach with annotated corpora, I use it to test an implementation of state-trait anxiety theory. 

The findings support the hypothesis that political issues with a lower degree of familiarity, such as foreign affairs and immigration, are more anxiogenic than average, a conclusion that appears robust to estimators accounting for unobserved individual traits.

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https://www.semanticscholar.org/paper/Expressions-of-Anxiety-in-Political-Texts-Rheault/b5e64a5164623ca9819006469e88f669caa43a45

https://aclanthology.org/W16-5612.pdf

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