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Record W4412932288 · doi:10.3389/fpos.2025.1605460

Anti-establishment versus authoritarian populists and support for the strong(wo)man

2025· article· en· W4412932288 on OpenAlexafffundabout
Anna Brigevich, Andrea Wagner

Bibliographic record

VenueFrontiers in Political Science · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPopulism, Right-Wing Movements
Canadian institutionsMacEwan University
FundersMacEwan UniversityEuropean Commission
KeywordsAuthoritarianismPolitical sciencePsychologyDemocracyLawPolitics

Abstract

fetched live from OpenAlex

This paper contributes to the growing demand-side literature on populism by investigating how different types of populist attitudes shape support for strongman leaders. By capitalizing on popular discontent with the political establishment, populist leaders often ascend to power through democratic means, only to consolidate authority and weaken the very institutions that facilitated their rise. We argue that a major obstacle to understanding populist support lies in the tendency to treat populist attitudes as a single, monolithic construct. Dominated by the ideational approach, much of the existing literature neglects the role of the populist strongman and offers only limited conceptual clarity on authoritarian populism—particularly at the attitudinal level. To address this gap, we develop a more refined framework that moves beyond the standard definitional elements of the ideational model, demonstrating that populist attitudes consist of two distinct varieties. Using novel survey data from nine countries, we conduct a factor analysis that consistently reveals two components: one capturing anti-elitism and people-centrism (anti-establishment populism), and another reflecting majoritarianism, support for strongman rule, elitism, and exclusive nationalism (authoritarian populism). This underscores that the appeal of populist strongmen is rooted not in democratic ideals, but rather in the allure of authoritarian governance. Our findings show that in six countries—Italy, Hungary, Poland, Spain, Brazil, and Argentina—support for populist leaders is primarily driven by authoritarian populist attitudes. In contrast, anti-establishment populism emerges as the dominant factor only in France and Canada, while neither dimension has a significant effect in the United States.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.004
Scholarly communication0.0020.001
Open science0.0000.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.025
GPT teacher head0.356
Teacher spread0.331 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations4
Published2025
Admission routes3
Has abstractyes

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