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Record W7038455925

How do nations control political finance and why do reforms occur? A nested mixed-method analysis of political finance reform in Canada, New Zealand, and Commonwealth Caribbean small states

2024· other· en· W7038455925 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Birmingham Institutional Research Archive (University of Birmingham) · 2024
Typeother
Languageen
FieldAgricultural and Biological Sciences
TopicInvertebrate Taxonomy and Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsCommonwealthPoliticsIdeologyInternational financeConstruct (python library)Control (management)
DOInot available

Abstract

fetched live from OpenAlex

This thesis aims to provide a greater understanding of how nations regulate political finance and why reforms occur. To compare models of regulation, the first stage of the thesis develops the ‘Regulation of Political Finance Indicator’ (RoPFI). Starting with the 2020 iteration of International IDEA’s ‘Political Finance Database’, Multiple Correspondence Analysis is used to construct a variable on which to measure levels of regulation across 180 nations. Subsequently, Model Based Clustering identifies the ‘Unregulated’, ‘Partially Regulated’ and ‘Strongly Regulated’ types of political finance system, and provides a statistical measure of the certainty of each nation’s classification. Using the RoPFI to assess global trends, findings indicate that small states of the Caribbean and Pacific have the fewest regulations on political finance, while nations of Central and Eastern Europe, the Middle East and North African (MENA) region, and the Americas employ the strictest controls in this area. The remainder of this thesis examines political finance reform in a group of Westminster democracies, namely Canada, New Zealand, and a sample of seven small states from the Commonwealth Caribbean (The Bahamas, Belize, Dominica, Grenada, St. Kitts & Nevis, St. Lucia, and St. Vincent & The Grenadines). Studies use Zim Nwokora’s ‘General Theory of Campaign Finance Reform’ as a foundation upon which to examine why reforms occur. Distinguishing between loosening and tightening reforms, the model suggests that the reform process is guided by shifts in party competition, party organization strength, and ideological factors. Scandals and changes in incumbency are also suggested as junctures that may prompt reform. To test the projections of this model, Hansard is used to document Parliamentary interactions on political finance, and operationalized indicators of party competition, organization, and ideology are used to trace the context within which discussions took place. Findings indicate that variations in levels of party competition and party organization strength are influential in shaping political finance reform, while ideological factors are much less so. Scandals are found to be influential in the passage of tightening reforms, while changes in incumbency are identified as a poor predictor in this area. Building on these observations, the final case study – focused on small states of the Commonwealth Caribbean – finds that the endurance of clientelism in the region continue to act as a barrier to political finance reform. This relationship is exemplified in a detailed case study of failed reform attempts in Saint Lucia and, subsequently, a link between practice in small and large states is identified. The differentiation between governance approaches – where small states are more likely to trend toward clientelism, relative to larger states – is identified as the causal mechanism that underpins this observation. Taking this into consideration, the thesis concludes with an updated theoretical model of political finance reform. To summarize, scandals are presented as critical junctures in the passage of tighter regulations. Beyond this, variations in governance model type, levels of competition, and the strength of party organizations are the main factors that influence the direction of the reform process. This thesis makes contributions in methodological, empirical, and theoretical terms. Methodologically, the development of the RoPFI provides a key resource for scholars of political finance. In empirical terms, the RoPFI represents one of the first global measures of political finance to consider all areas of regulation – both from the party and candidate perspectives – and also incorporates some of the least studied regions in this area, namely the Caribbean and the Pacific. Theoretical contributions span numerous areas of research. Primarily, the theoretical model developed in this thesis broadens understanding of the origins of political finance regulation, by addressing inconsistencies in prior literature. The identification of clientelism as a barrier to reform, particularly within the small state context, contributes to knowledge on the implications of clientelist governance models, as well as institutional development in small 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 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 score0.876
Threshold uncertainty score0.721

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.023
GPT teacher head0.232
Teacher spread0.209 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations0
Published2024
Admission routes1
Has abstractyes

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