40 research outputs found

    Measuring and explaining political sophistication through textual complexity

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    Political scientists lack domain-specific measures for the purpose of measuring the sophistication of political communication. We systematically review the shortcomings of existing approaches, before developing a new and better method along with software tools to apply it. We use crowdsourcing to perform thousands of pairwise comparisons of text snippets and incorporate these results into a statistical model of sophistication. This includes previously excluded features such as parts of speech and a measure of word rarity derived from dynamic term frequencies in the Google books dataset. Our technique not only shows which features are appropriate to the political domain and how, but also provides a measure easily applied and re-scaled to political texts in a way that facilitates probabilistic comparisons. We reanalyze the State of the Union corpus to demonstrate how conclusions differ when using our improved approach, including the ability to compare complexity as a function of covariates

    The behaviour of political parties and MPs in the parliaments of the Weimar Republic

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    Copyright @ 2012 The Authors. This is the author's accepted manuscript. The final published article is available from the link below.Analysing the roll-call votes of the MPs of the Weimar Republic we find: (1) that party competition in the Weimar parliaments can be structured along two dimensions: an economic left–right and a pro-/anti-democratic. Remarkably, this is stable throughout the entire lifespan of the Republic and not just in the later years and despite the varying content of votes across the lifespan of the Republic, and (2) that nearly all parties were troubled by intra-party divisions, though, in particular, the national socialists and communists became homogeneous in the final years of the Republic.Zukunftskolleg, University of Konstan

    Replication data for: US Treaty-making with American Indians

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    Native Americans are unique among domestic actors in that their relations with the United States government involve treaty-making, with almost 600 such documents signed between the Revolutionary War and the turn of the twentieth century. We investigate the effect of constitutional changes to the treating process in 1871, by which Congress stripped the President of his ability to negotiate directly with tribes. We construct a comprehensive new data set by digitizing all of the treaties for systematic textual analysis. Employing scaling techniques validated with word use information, we show that a single dimension characterizes the treaties as more or less ‘harsh’ in land and resource cession terms. We find that specific institutional changes to treaty making mechanisms had little effect on agreement outcomes. Rather it is the relative bargaining power of the United States economically and militarily that contributes to worsening terms for Indians over the nineteenth century

    Eggers and Spirling -- Replication Data for: Incumbency Effects and the Strengths of Party Preferences: Evidence from Multiparty Elections in the UK

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    Replication materials include four R scripts and 11 datasets. Please consult the README carefully, because it contains information about directory pathways that is vital for replication

    Replication Materials for: 'Democratization and Linguistic Complexity: The Effect of Franchise Extension on Parliamentary Discourse, 1832--1915'

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    Replication Materials for: 'Democratization and Linguistic Complexity: The Effect of Franchise Extension on Parliamentary Discourse, 1832--1915

    The Shadow Cabinet in Westminster Systems: Modeling Opposition Agenda Setting in the House of Commons, 1832--1915

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    Code and Data to replicate all tables and figures in "The Shadow Cabinet in Westminster Systems: Modeling Opposition Agenda Setting in the House of Commons, 1832--1915" by Eggers and Spirlin
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