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Record W3125512907

Building Better Budgets: Canada’s Cities Should Clean Up their Financial Reporting

2015· article· en· W3125512907 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

VenueC.D. Howe Institute Commentary · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsTaxpayerRevenueFinanceBusinessOperating budgetFederal budgetEconomicsFiscal year
DOInot available

Abstract

fetched live from OpenAlex

In nearly all Canada’s major cities, what should be a simple exercise – comparing the spending voted by city council in its annual budget with the actual spending reported at year-end – will baffle any but the most expert reader. While most of Canada’s federal and provincial governments now present their budgets on the same basis as their financial reports, municipal governments typically do not. As a result, judging whether a city over- or under-shot its budget targets, and by how much – which should be a simple matter of comparing headline numbers – is not possible for a typical councillor, taxpayer or citizen. The critical common element is that most cities use an antiquated form of budgeting. Most of Canada’s senior governments, when preparing budgets and end-of-year reports, use modern accounting methods that record the cost of long-lived assets such as buildings and infrastructure as those assets deliver their services. Municipal budgets, by contrast, budget capital on a cash basis, exaggerating projects’ up-front costs and understating them later on expenses. Largely for this reason, no major city in Canada offers a clear budget presentation, and none earns an “A” in our report card on budgeting practices. Among the cities that earn the worst grades for baffling budget presentations are Edmonton, Winnipeg, Windsor, Toronto, Vaughan and Ontario’s Durham Region. This study also shows how a reasonably intelligent but time-constrained non-expert user – a councillor or taxpayer – might understand the differences between budgeted and actual spending in Canada’s major cities. The gaps are enormous – and indicate that opaque budgeting is a major obstacle to fiscal accountability at the municipal level. Importantly, these cities’ end-of-year financial reports, which use accounting similar to that used by senior governments, show a cumulative surplus of $41 billion since 2008. Their total surplus was $6 billion in 2014 alone. This record suggests that cash budgeting has led cities to over-charge today’s taxpayers for long-lived capital projects. In Ontario, Vaughan, Halton Region, and Markham stand out in this respect; among major Western Canadian cities, Calgary, Saskatoon and Surrey, B.C. also appear not to be spreading the costs of capital over time as fairly as they could. Changes in provincial legislation could foster better municipal budgeting, but cities also have the capacity to present more meaningful numbers on their own. Having comparable accounting standards among all levels of government is critical to understanding the relative fiscal health of each level – especially important if provinces look to give cities new tax powers or direct financial supports. Both provinces and municipalities should take steps to improve the fiscal accountability of municipalities and the stewardship of municipal funds.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.179
Threshold uncertainty score0.792

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
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 head0.093
GPT teacher head0.320
Teacher spread0.227 · 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