What Citizens Mean by Democracy: Partisan Differences in Open-Ended Survey Responses

Do voters from different partisan camps understand democracy in the same way? We analyze more than 25,000 open-ended survey responses from representative samples in 14 countries, classifying answers with a fine-tuned language model and sentence embeddings. Citizens most often define democracy through individual and civil rights; multidimensional definitions are rare, and elections are mentioned by only 17% of respondents. Yet shared vocabulary masks partisan divergence. Far-right voters and non-voters are less likely to mention civil rights, elections, and horizontal accountability, while far-right voters more often invoke majoritarian principles. Among respondents mentioning rights, left voters connect rights to equality and citizenship, whereas right voters emphasize freedom of speech. Democratic contestation thus unfolds within democratic language, creating openings for selective elite reframing.

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Publication Details

Published
2026-10-29
DOI
https://doi.org/10.31235/osf.io/dscv2_v2
Primary Topic
Political Theory and Democracy
Type
preprint
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What Citizens Mean by Democracy: Partisan Differences in Open-Ended Survey Responses

Mirko Wegemann, Daniel Bischof, Tim Lars Allinger, Morgan Le Corre Juratic et al.
Political Theory and Democracy
preprint

What Citizens Mean by Democracy: Partisan Differences in Open-Ended Survey Responses

Mirko Wegemann, Daniel Bischof, Tim Lars Allinger, Morgan Le Corre Juratic, Kristian Vrede Skaaning Frederiksen, Elena Leuschner
preprint en

Abstract

Do voters from different partisan camps understand democracy in the same way? We analyze more than 25,000 open-ended survey responses from representative samples in 14 countries, classifying answers with a fine-tuned language model and sentence embeddings. Citizens most often define democracy through individual and civil rights; multidimensional definitions are rare, and elections are mentioned by only 17% of respondents. Yet shared vocabulary masks partisan divergence. Far-right voters and non-voters are less likely to mention civil rights, elections, and horizontal accountability, while far-right voters more often invoke majoritarian principles. Among respondents mentioning rights, left voters connect rights to equality and citizenship, whereas right voters emphasize freedom of speech. Democratic contestation thus unfolds within democratic language, creating openings for selective elite reframing.

Peace, justice, and strong institutions, Reduced inequalities
Political Theory and Democracy
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