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Record W2901215304 · doi:10.1093/sf/soy105

Financialization and the Decline of Organized Labor: A Study of 18 Advanced Capitalist Countries, 1970–2012

2018· article· en· W2901215304 on OpenAlex
Christopher Kollmeyer, John Peters

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueSocial Forces · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsLaurentian University
Fundersnot available
KeywordsFinancializationCapitalismEconomicsDominance (genetics)Corporate governanceAssertionEuropean unionPoliticsCapital (architecture)Economic systemPolitical economyMarket economyPolitical scienceFinanceEconomic policy

Abstract

fetched live from OpenAlex

Abstract Is financialization contributing to the slow decline of union density that is occurring across most advanced capitalist countries? Combining insights from literatures on financialization, corporate governance, and comparative political economy, we argue that the growing dominance of finance within advanced capitalism weakens unions through several channels, and plays an important but underappreciated role in the deunionization of national workforces. Using data from 18 advanced capitalist countries over several decades, this assertion is tested against the literature’s existing explanations for declining union density. Results from panel regression models suggest that financialization is an important cause of union decline, but that its particular effects vary between different types of advanced capitalism. The study concludes by arguing that financialization creates new interconnections between firms and finance capital, resulting in business practices that ultimately put downward pressure on union densities across advanced capitalist countries.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.767
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
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 head0.012
GPT teacher head0.310
Teacher spread0.299 · 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