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This article proposes a simple but powerful framework to measure political sophistication based on open-ended survey responses. Discursive sophistication uses automated text analysis methods to capture the complexity of individual attitude expression. I validate the approach by comparing it to conventional political knowledge metrics using different batteries of open-ended items across five surveys spanning four languages (total $ N\approx 35,000 $ ). The new measure casts doubt on the oft-cited gender gap in political knowledge: women might know fewer facts about institutions and elites, but they do not differ substantively in the sophistication of their expressed political attitudes.
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Stored only when both papers are in the corpus — 23 citations exist upstream.
Papers that cite the same references — the relational fallback while embeddings are still backfilling.
Imported from OpenAlex (CC0) — nothing here is generated.