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Record W7027248189

THE CASES OF PUBLIC SECTOR BUDGETING FOR K-12 EDUCATION IN CANADA AND WELLBEING BUDGETING IN NEW ZEALAND: INCREMENTAL TO PERFORMANCE-BASED BUDGETING

2023· dissertation· en· W7027248189 on OpenAlexfundaboutno aff

Bibliographic record

VenueUniversity Library (University of Saskatchewan) · 2023
Typedissertation
Languageen
FieldEarth and Planetary Sciences
TopicEvolution and Paleontology Studies
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsProductivityJurisdictionLegislationPublic sectorChristian ministryInterviewPoliticsConstruct (python library)
DOInot available

Abstract

fetched live from OpenAlex

Budgeting is a critical activity for any government. The budgeting approach selected impacts what outcome is achieved. Three common approaches present in practice and in the literature are incremental, performance-based, and productivity budgeting. In addition to the budgeting approach used, one must also consider the complex relationships and inherent tensions between budget actors. \n\nThe first paper of my dissertation centres on how budgeting for public K-12 education is done in 12 out of 13 Canadian provinces and territories. Education was selected as it is a ministry that is comparable from province to territory. By interviewing 25 budget actors, I found that most jurisdictions construct their budgets using incremental approaches. A drawback to incremental budgeting—the status quo—is that a potential $6.0 billion in productivity gains at the combined provincial/territorial and federal levels could be realized.\n\nTo determine how a jurisdiction adopts and implements a novel budgeting approach, I then focused on the adoption and implementation of New Zealand’s wellbeing budgets in the second and third papers of my research. I chose to study this budgeting approach as it was the first Western example of wellbeing as a clear budgeting outcome. Here, in interviews with 22 former and current budget actors, I found that cooperation between and amongst groups of budget actors over time has facilitated a wellbeing approach. They were able to reach a consensus on the importance of efficiency and budget performance. Because of the political aspect of national budgeting, internal and external influences, and New Zealand’s culture, it was natural that the country’s legislation for the performance-based budgeting approach progressed into something innovative. \n\nLastly, I identified successes and challenges in the implementation of this new approach. A theme that emerged was the presence of constructive disagreements and debate. This benefited the implementation of this budgeting approach because it meant that there was both a change in system operations and a change in target behaviour or conditions. Most budget actors indicated that a shift to long-term thinking and better quantification of which investments lead to which wellbeing outcomes is still required for full realization of this budgeting approach.\n\nCultural shifts in the public sector that orient analysis, decision-making, and funding allocations to non-economic outcomes engender a holistic approach to budgeting and public policy. It is important to acknowledge that this budgeting approach requires time, resources, and likely, legislation to achieve. A budget reform must be framed as an iterative process that requires all perspectives from the top to the bottom to be fully successful. Fostering a dynamic, youthful, and academic group of budget actors means that with a performance-based or productivity foundation to public sector budgeting, new ideas can materialize, be experimented with, and improved upon to achieve wellbeing outcomes.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.280
Threshold uncertainty score0.793

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.179
Teacher spread0.167 · 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 designObservational
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
Published2023
Admission routes2
Has abstractyes

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