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Record W4400098253 · doi:10.1093/poq/nfae018

Autocratization Spillover: When Electing an Authoritarian Erodes Election Trust across Borders

2024· article· en· W4400098253 on OpenAlexfundno aff
Ka Ming Chan

Bibliographic record

VenuePublic Opinion Quarterly · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicElectoral Systems and Political Participation
Canadian institutionsnot available
FundersQueen's UniversityQueen's University BelfastNewcastle University
KeywordsAuthoritarianismVictoryPresidential electionDemocracySpillover effectPolitical economyPolitical sciencePoliticsMediationEconomicsLaw

Abstract

fetched live from OpenAlex

The rich literature on election trust predominantly uses domestic determinants as explanatory factors. But given the international nature of the autocratization wave, can an autocratization event across borders erode election trust? This article argues that an authoritarian's electoral success in a neighboring country can shatter democratic norms and demonstrate the viability of authoritarians. This autocratization event abroad can thus reduce citizens' principled support for democracy and its political system. Consequently, citizens across borders are less likely to see democratic elections as the "only game in town" and they have less trust in elections. To test this idea, I study the spillover effects of the 2018 Brazilian presidential election, in which an authoritarian candidate won decisively. Using the AmericasBarometer in Colombia that was launched throughout this election, I find that the election trust of Colombian citizens erodes after Jair Bolsonaro's electoral success. To probe into the mechanism, I uncover that his electoral victory leads Colombian citizens to be less supportive of the domestic political system and reduces their principled support for democracy. The causal mediation analysis demonstrates that these two variables mediate the effect of the authoritarian's electoral success on election trust. These findings on autocratization spillover effects illustrate the importance of external autocratization events in the study of election trust.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.823
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0020.002
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.052
GPT teacher head0.403
Teacher spread0.350 · 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 teacher head, not a consensus.

Study designTheoretical or conceptual
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
Published2024
Admission routes1
Has abstractyes

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