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Record W7116087499 · doi:10.11575/prism/50847

Progressive Property Taxation: The Right Approach to Addressing Calgary’s Municipal Fiscal Gap & Affordable Housing Crisis

2025· other· en· W7116087499 on OpenAlexaboutno aff

Bibliographic record

VenueOpen MIND · 2025
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsAffordable housingProperty taxRevenueGovernment (linguistics)Local governmentConditionalityFlexibility (engineering)Politics

Abstract

fetched live from OpenAlex

This capstone investigates whether a targeted reform to Calgary’s existing property tax system could equitably address the city’s widening municipal fiscal gap and support long-term affordable housing investment. Specifically, it asks: how much extra revenue could progressive changes to the current property tax model generate for Calgary’s municipal government and its affordable housing initiatives? Access to affordable housing has become a growing concern in Calgary. Although the City has introduced several housing policies and initiatives, its widening fiscal gap directly constrains its ability to provide consistent and unconditional funding for affordable housing development. To mitigate this, the City seeks intergovernmental transfers from the federal and provincial government. These transfers present two issues for the City: (1) jurisdictional tension between the federal and provincial government results in political uncertainty that makes long term planning difficult, and (2) the conditionality of intergovernmental transfers limits the City’s flexibility to address local responsibilities. However, these intergovernmental transfers may not always be available, and the City does not have the fiscal capacity to unilaterally fund affordable housing development. The City could use property taxes to help fund affordable housing and address the municipal fiscal gap. Property taxes are the most stable form of revenue available to the City, but based on the ability to pay principle, it has been argued that wholesale increases in property taxes would impact lower valued residential property owners more than higher valued residential property owners. As such, it is likely that owners of lower valued residential properties do not have the fiscal capacity to take on further increases to their property taxes. The Town of Canmore’s Livability Tax signals that progressive property tax reforms – where full time residential owners pay less - are already emerging in Alberta. The question is no longer if change is coming, but rather which model will best advance equity and fiscal sustainability, while still allowing for investment/economic prosperity. To answer the research question, this capstone conducts a descriptive quantitative analysis of residential property assessment data from the City of Calgary. It covers data from 2014 to 2024 to estimate the total and average revenue generation potential of a progressive property tax model where different property tax rates are applied to homes valued within the following bands: $1 Million to $1.49 Million, $1.5 Million to $2 Million, and greater than $2 million. The findings indicate that the proposed model would generate $400 Million in 2024, whereas the current model generated $269.5 Million in 2024 before exemptions. That’s an additional $130.5 Million in revenue that could be used to fund affordable housing initiatives. This would fund approximately 2,040 new non-market housing units. If the proposed legislative amendments to Alberta’s Municipal Government Act are adopted, Calgary could implement a more equitable tax structure, address fiscal sustainability, and scale up affordable housing without placing burden on lower-income residential property owners.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.776
Threshold uncertainty score0.446

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.012
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0070.010
Scholarly communication0.0150.006
Open science0.0030.009
Research integrity0.0080.010
Insufficient payload (model declined to judge)0.0110.001

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 head0.098
GPT teacher head0.347
Teacher spread0.250 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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
Published2025
Admission routes1
Has abstractyes

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