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Qualitative Comparative Analysis×Wordfish Scaling×
분야Political SciencePolitical Science
계열Process / pipelineLatent structure
기원 연도19872008
창시자Charles C. RaginJonathan Slapin and Sven-Oliver Proksch
유형Set-theoretic, configurational comparative methodUnsupervised latent-position model for word-count data
원전Ragin, C. C. (1987). The Comparative Method: Moving Beyond Qualitative and Quantitative Strategies. Berkeley: University of California Press. ISBN: 9780520058347Slapin, J. B., & Proksch, S.-O. (2008). A Scaling Model for Estimating Time-Series Party Positions from Texts. American Journal of Political Science, 52(3), 705–722. DOI ↗
별칭QCA, csQCA, fsQCA, Configurational comparative methodWordfish text scaling, Poisson scaling of texts, Unsupervised text scaling, Wordfish position estimation
관련34
요약Qualitative Comparative Analysis (QCA) is a set-theoretic, configurational method that identifies which combinations of conditions are necessary or sufficient for an outcome across a set of cases. Developed by Charles Ragin, it treats each case as a configuration of set memberships, builds a truth table of all logically possible combinations, and uses Boolean algebra to minimize them into the simplest expressions that account for the outcome. It bridges qualitative case knowledge and cross-case generalization, embracing causal complexity through conjunctural causation, equifinality, and asymmetry.Wordfish scaling is an unsupervised text-as-data method that estimates a single latent position for each political document — a party manifesto, a legislative speech, a press release — directly from its word frequencies, without any reference texts or hand coding. Introduced by Slapin and Proksch in 2008, it models word counts as draws from a Poisson distribution whose rate depends on a document position and word-specific parameters, recovering, for example, a left–right ordering of parties purely from how often each word appears in each text.
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