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Record W7026532224

Agencification in Canada: pulling back the veil of arms-length government

2021· dissertation· en· W7026532224 on OpenAlexaboutno aff

Bibliographic record

VenueUVic’s Research and Learning Repository (University of Victoria) · 2021
Typedissertation
Languageen
FieldSocial Sciences
TopicPublic Policy and Administration Research
Canadian institutionsnot available
Fundersnot available
KeywordsAgency (philosophy)Transparency (behavior)Government (linguistics)Public sectorCorporate governancePublic serviceNew public managementPublic policy
DOInot available

Abstract

fetched live from OpenAlex

Governments around the world, including Canada, continue to look for new ways to structure themselves and deliver services to accommodate the growing challenges of governing in an increasingly complex global environment. One strategy is to hive off functions to arms-length entities. This continues to be a popular option for service delivery, consuming significant amounts of public resources with little understood about the implications on accountability, performance, transparency and cost. Distributing public governance by moving functions further out from the institutional centre of government has tended to make the public sector less visible. In Canada, there has been negligible critical analysis about the trend and its impacts, in particular, at the provincial level. This study addresses that gap by analyzing the use of arms-length entities over time in two provinces, British Columbia and Ontario. It empirically determines trends in agencification, explores the rationale for creation and use of arms-length entities, and contributes to a better understanding of the implications, impacts and challenges that continue to arise in distributing public governance. 
\n\tThe study uses a mixed methods approach relying on a quantitative analysis of jurisdictional data to describe changes in the agency landscape in British Columbia and Ontario over a 65 -year period from 1951 to 2016. The qualitative strategy uses 32 interviews of current and past government and agency executives to provide insights into the rationale for agency creation, relationships between government and its arms-length entities, the impacts on public sector governance, and the future of agencification. Document and literature reviews were conducted to support the analysis of both the quantitative and qualitative data.
\n\tResults show there has been a continued and statistically significant increase in the overall number of arms-length entities in both jurisdictions over time. Creation, though, ebbs and flows, and is not necessarily a reflection of political ideology or economic climate. However, political influence has not been eliminated with the establishment of governance frameworks for arms-length entities. Recognizing this, agencies have become more adept at reading political signals and building relationships with government that earn them trust and autonomy. The key findings of this study suggest that:
\n1.\tThe governance structures in Canada continue, increasingly, to illustrate a broad range of arms-length entities to deliver a breadth of services and functions, with little consistency in the rationale and structure for their creation. 
\n2.\tNew governance controls and mechanisms are being implemented to address issues of performance, accountability and political brand as the shape of the public sector continues to evolve.
\n3.\tThe independence of arms-length agencies is more myth than reality. Ultimately governments are accountable for their delegation of authority and this reality has and will continue to influence the relationship between government and its arms-length entities.
\n4.\tIndividual personalities matter. Despite governance frameworks and mechanisms intended to prescribe the accountability relationship between government and arms-length entities, individuals on both sides of the relationship can have a significant impact on agency performance and viability. 
\n\t
\n\tAll indications suggest that governments will continue to use arms-length agencies to deliver a variety of services using various organizational forms and inconsistent governance frameworks. In addition to agency creation, the reshaping of agencies through merger, re-categorization, mandate shifts, renaming, etc., will continue, as will the changing landscape of distributed public governance. The ability to design a governance framework that addresses the ongoing reshaping of government structure will need to evolve in order to address challenges with coordination, fragmentation, service delivery and accountability. To this end, governments have been rationalizing their governance systems, increasing their ability to control arms-length entities through a variety of mechanisms, including the creation of new “super agencies”. As the use of agencies continues, the governance environment becomes more complex with a greater number of actors, changes in government capacity and resourcing, and global, multi-level government systems in meeting public needs. Governance rationalization supports the need for increased focus on why and how governments re-shape themselves and how this impacts accountability and performance, providing new opportunities for further research as the shape of the public sector continues to evolve.

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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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.185
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.043
GPT teacher head0.313
Teacher spread0.270 · 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 designQualitative
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

Citations1
Published2021
Admission routes1
Has abstractyes

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