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A Theoretical Framework of Communal Resistance to Mega-Events

2025· article· en· W4409987447 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueEvent Management · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicDisaster Management and Resilience
Canadian institutionsnot available
Fundersnot available
KeywordsMega-Resistance (ecology)BusinessSociology

Abstract

fetched live from OpenAlex

Activists resist events in diverse ways to address many social problems. We synthesize 20 years of academic literature and data on how and why activists have opposed the bidding, staging, and legacy fallout of the Summer and Winter Olympic Games, providing a comprehensive overview of Olympic resistance. Evidence is presented from a transnational resistance movement perspective and through case-by-case analysis of international events, including historical cases (Beijing 2008; Vancouver 2010; London 2012; Sochi 2014; Rio 2016; PyeongChang 2018; Tokyo 2020; Beijing 2022) and current cases (Paris 2024; LA 2028). Findings reveal a typology of resistance approaches. We explain their importance for each case, detailing key stakeholders, their roles in resistance, where it occurs, and when it emerges. Based on this analysis, we present a theoretical framework of communal resistance to large-scale events, generalizable to contested major sporting and cultural contexts. We conclude with managerial recommendations and a future research agenda, focused on exploring resistance beyond Olympic contexts, effectiveness of resistance tactics, and how transnational networks form, operate, and influence policy and planning in an increasingly digitized world.

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.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.919
Threshold uncertainty score0.730

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.007
GPT teacher head0.322
Teacher spread0.315 · 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