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Record W7000676084

Financial and Strategic Planning in Ontario Municipalities: Examining the Theoretical Framework and Linkages Between Municipal Financial and Strategic Planning in Ontario

2020· article· en· W7000676084 on OpenAlexaboutno aff

Bibliographic record

VenueScholarship@Western (Western University) · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicPublic Policy and Administration Research
Canadian institutionsnot available
Fundersnot available
KeywordsStrategic financial managementStrategic planningAccountabilityIncentiveFinancial planVariety (cybernetics)Strategic controlStrategic thinkingAsset (computer security)
DOInot available

Abstract

fetched live from OpenAlex

Municipal councils in Ontario are charged with the administration and control of organizations through the Municipal Act, 2001. Councils are responsible for the financial and service performance of a wide variety of activities. Should the activities and finances be poorly linked, this could lead to an accountability disconnect. This research explores how well municipalities in Ontario link strategic planning to financial planning, and how they communicate this to the public. Nine municipalities were randomly selected representing small, medium, and large municipalities in the south, central, and northern regions of the province. Municipalities primarily rely on their corporate strategic plans and asset management plans to manage their initiatives and assets; these publicly available documents were used to evaluate connections between financial planning, strategic planning, and public communication. Results indicate some level of maturation with strategic planning and financial planning, and clear public communication. Only 56% of municipalities connected their budget to a strategic plan. Loss aversion information was more frequently published (89%), explaining the individual financial impacts to stakeholders. Regarding loss aversion, municipalities rarely published individualized gains to contextualize individualized losses or costs (33%). In regards to this framing, a municipality’s ability to influence public opinion by publishing its performance is largely in its own hands. Pressure to satisfy the public may incentivize politicians to highlight ‘easy wins’ to sway overall public opinion. Effective strategic planning linked to financial planning undermines these incentives by contextualizing strategic priorities using published goals and measuring progress.

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 categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.813
Threshold uncertainty score1.000

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 studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.002
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 head0.279
GPT teacher head0.389
Teacher spread0.110 · 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.

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
Published2020
Admission routes1
Has abstractyes

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