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Record W3123065922

Show Us the Numbers: Grading the Financial Reports of Canada’s Municipalities

2018· article· en· W3123065922 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 · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsRevenueFinanceAccrualFiscal yearBusinessReport cardPublicationPensionGovernmental accountingCashAccountingFund accountingFinancial accountingAccounting information systemEarningsAdvertising
DOInot available

Abstract

fetched live from OpenAlex

In nearly all larger Canadian municipalities, obscure financial reports – notably, inconsistent presentations of key numbers in budgets and end-of-year financial statements – hamper councillors, ratepayers and voters who seek to hold their municipal governments to account. Simple information, such as how much the municipality plans to spend this year or how its spending plan this year compares with the previous year’s, is hard or impossible for a non-expert citizen or councillor to find. The differences between how the numbers appear in budgets and in financial results have real-world consequences. For example, by presenting net, rather than gross, budget figures, municipalities exclude key services such as water and the fees that fund them, obscuring key activities and understating both their revenue and expense. By using cash, rather than accrual, accounting, they exaggerate infrastructure investment costs, hide the cost of pension obligations, and make it hard to match the costs and benefits of their activities. Moreover, many municipalities approve their budgets after significant money has already been committed or spent in the fiscal year, fail to publish their fiscal year-end financial results in a timely way and bury key numbers deep in their documents. This report card grades the financial presentations of major Canadian municipalities in their most recent budgets and financial statements. Of those we assessed, Toronto, Durham Region, Kitchener, Quebec City, Longueuil and Montreal failed, providing little information in reader-friendly form. More happily, Surrey garners an A+ for clarity and completeness of its financial presentation, York Region is a close second with an A, while Vancouver and Markham are also good performers. We have two key recommendations. First, municipal governments should present their annual budgets on the same accounting basis as their year-end financial statements. Their budgets should use accrual accounting, recording revenues and expenses as the relevant activities occur. For their part, provincial governments that impede the use of accrual-based budgets – by mandating that cities present separate operating and capital budgets, for example – should stop doing so. Indeed, provinces should mandate cities to present accrual budgets so the fiscal pictures of municipalities and the province use the same transparent standard. Even in cases where a province is an impediment, municipalities could release the relevant information on their own – and they should. Second, budgets, like financial statements, should show city-wide consolidated, gross revenue and spending figures that represent the city’s full claim on its citizens’ resources and the full scope of its activities. These changes would help raise the financial management of Canada’s municipalities to a level more commensurate with their importance in Canadians’ lives.

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 categoriesScience and technology studies
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 score0.318
Threshold uncertainty score0.999

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 studies0.0020.002
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.025
GPT teacher head0.276
Teacher spread0.251 · 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