Page 10 · Methodology

How the Canada Investable Advantage model works.

The definitions, evidence standards, calculation principles and audit controls used to convert Canada’s structural capabilities into consistent estimates of investor, government and citizen opportunity.

7 categories51 capabilities168 opportunitiesOne common audit standard

01 · Purpose

A consistent framework for understanding investable advantage.

Canada Investable Advantage is a strategic decision model. It identifies where Canada possesses meaningful economic capabilities, estimates the scale of the associated opportunity and highlights what must be converted into investable, productive capacity.

The model is designed for directional strategy and prioritisation. It does not replace project-level commercial, technical, legal, financial or investment due diligence.

Contents

Methodology at a glance.

02 · Model architecture

One opportunity. Three decision perspectives.

Investor

Measures the existing investment market, productive asset base, growth, cumulative capital requirement and incremental private-capital opportunity.

Government

Measures economic contribution, additional GDP, enabling public investment, government-revenue potential and net fiscal impact.

Citizen

Measures permanent employment, development job-years, compensation, labour income and workforce-development requirements.

Consistency rule: every category uses the same perspectives, measure definitions, time horizons and release controls so the results can be compared without changing the underlying logic.

03 · Core definitions

What each published measure means.

PerspectiveMeasurePublic definition
InvestorAnnual investment marketCapital expenditure associated with the defined industries during the stated year.
InvestorInvestable asset baseThe estimated productive non-residential capital stock associated with the category.
InvestorInvestment growthThe annualised rate of change for the stated historical or forecast period.
InvestorProjected annual investmentEstimated investment in a future year under the applied scenario.
InvestorCumulative capital requirementThe sum of estimated annual investment from the model’s base year to the stated horizon.
InvestorPrivate-capital opportunityThe modelled private share of capital required above the current annual investment run rate. It is not a list of projects presently seeking finance.
GovernmentAnnual GDP contributionThe estimated annual economic value added by the industries included in the category.
GovernmentAdditional annual GDPThe difference between modelled future annual GDP and the current/base annual GDP.
GovernmentGDP generated per dollar investedEstimated direct, indirect and induced economic activity associated with the category’s capital-project mix.
GovernmentPublic investment requiredThe modelled public-enabling share of incremental capital, including relevant infrastructure and strategic capacity.
GovernmentGovernment revenue generatedA directional estimate of government revenue associated with category GDP using the disclosed fiscal proxy.
GovernmentNet fiscal impactEstimated incremental government revenue less the modelled incremental public investment requirement.
CitizenPermanent FTE jobs supportedEstimated ongoing full-time-equivalent employment supported by the defined industries.
CitizenDevelopment FTE job-yearsOne full-time-equivalent position supported for one year by construction and development activity. Cumulative job-years are not simultaneous jobs.
CitizenAnnual labour incomeEstimated annual employee compensation associated with permanent FTE employment.
CitizenAverage compensationEstimated annual labour compensation per permanent FTE.
CitizenWage premiumThe difference between estimated category compensation and the Canadian all-industry comparison value.
CitizenTraining or reskilling requirementA workforce-planning estimate covering relevant new permanent workers and peak development-workforce needs; it is not a confirmed labour-shortage count.

04 · Evidence standards

Primary evidence first. Assumptions made visible.

The model prioritises official Canadian statistical and government sources. International public institutions, regulators and credible industry sources are used when an official Canadian measure is unavailable or requires contextual validation. Category pages identify the sources supporting their published figures.

01Official statistics and administrative data
02Regulators and public institutions
03Credible industry or market evidence
04Explicit assumptions where evidence is incomplete

Evidence classifications

ClassificationMeaning
ObservedReported directly by an identified authoritative source.
Source-derivedCalculated from published source data without adding a scenario assumption.
Formula-derivedCalculated from observed or source-derived inputs using the disclosed general framework.
AssumptionA planning input used where no complete observed measure exists; stated as an assumption rather than fact.
Not estimableNot published when credible inputs are insufficient.

05 · General calculation framework

The logic is disclosed. The proprietary model remains protected.

The following equations explain how the published measures relate to one another. Category-specific industry mappings, allocation weights, scoring rules, adjustment coefficients and detailed worksheets remain proprietary.

Future annual value = Current annual value × (1 + applied growth rate)years
Cumulative capital requirement = Sum of annual investment from base year to horizon
Incremental capital requirement = Modelled cumulative capital − capital at current run rate
Additional annual GDP = Modelled future annual GDP − current/base annual GDP
Government revenue proxy = Modelled GDP × disclosed fiscal proxy
Net fiscal impact = Cumulative incremental government revenue − incremental public investment
Development FTE job-years = Applicable capital expenditure × employment multiplier
Annual labour income = Permanent FTE employment × average compensation

Time-basis rule: annual, stock and cumulative measures are labelled separately. A current-year job-year value represents activity in that year; future cumulative job-years represent the sum from the base year to the stated horizon.

06 · Forecasting discipline

Positive opportunity without compounded optimism.

The model establishes a baseline, tests it against an evidence-based upper benchmark and applies a controlled achievable scenario. The scenario is applied once to the principal economic driver. Related measures—such as GDP, employment, labour income, government revenue and fiscal impact—are then derived consistently from that result.

Baseline

The central outlook supported by current economic evidence.

Upper benchmark

A credible evidence-based reference used to test the available upside.

Achievable scenario

A controlled portion of the opportunity between the baseline and upper benchmark.

No observed value is uplifted simply because it supports the thesis. No second optimism layer is applied to a measure already derived from the forecast.

07 · Quality and audit

Every category must pass the same release gate.

  1. Scope: industry coverage is aligned across investment, assets, GDP and employment.
  2. Completeness: every required measure is addressed; no unexplained blanks remain.
  3. Time basis: base years, annual values and forecast horizons are explicit.
  4. Price basis: current and constant dollars are not mixed silently.
  5. Source quality: primary official evidence is used wherever available.
  6. Formula integrity: calculated values are independently recomputed.
  7. Double counting: industry totals and subindustries cannot overlap.
  8. Reconciliation: investment, GDP, employment, income and fiscal measures connect mathematically.
  9. Assumptions: every non-observed input is explicitly classified.
  10. Scenario control: baseline, achievable and upper cases remain distinguishable.
  11. Reasonableness: results are tested against historical and external benchmarks.
  12. Release gate: zero known critical errors; every published cell contains a number or an explicit evidence status.

Model assurance

Published does not mean unquestionable. It means the model has passed a defined control process.

Before release, each category is checked for completeness, arithmetic, evidence quality, unit consistency, time and price basis, scope alignment, double counting and assumption disclosure. Material corrections trigger recalculation and re-audit of all connected measures.

08 · Confidence and limitations

Estimates are useful when their limits remain visible.

Confidence reflects the quality, directness and completeness of the underlying evidence—not the attractiveness of the result. Observed official statistics generally carry greater confidence than scenario-dependent estimates. Measures involving public/private funding shares, fiscal proxies, future workforce needs or incomplete project-level financing information carry additional uncertainty.

The model does not claim to predict individual project outcomes, financing availability, government policy, commodity prices or macroeconomic shocks. Results should be treated as structured strategic estimates and updated when material source data or assumptions change.

09 · Governance and permitted use

A maintained model with controlled public disclosure.

Public version: 1.0 draft
Last reviewed: 28 September 2026
Model owner: Nader Sabry

The public methodology describes the model’s purpose, recurring definitions, evidence hierarchy, general calculation relationships, quality controls and limitations. Detailed datasets, category mappings, coefficients, allocation weights, internal sensitivities, decision rules and calculation workbooks are proprietary and are not disclosed.

Important: The model and its outputs are provided for strategic analysis and discussion. They do not constitute investment, legal, accounting, tax or financial advice. Professional legal review is required before publication of final rights, reliance and permitted-use language.

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