← Data sources

1. community-gdp · 2.1.0

   Saskatchewan community GDP allocation

   Saskatchewan census subdivisions and economic regions · GDP model owner

   registered

   Formula

   Allocate the observable share of each official provincial industry benchmark by a declared activity-weight family; blend production- and income-side community measures where both exist; retain all unobservable value as an explicit provincial residual.

   Assumptions

   • Income-side weight is fixed at the calculation-version value.
   • Extraction allocates only its declared labour-income share until facility weights are certified.
   • Agriculture allocates only its employer-farm share until land and farm-production weights are certified.

   Material inputs

   • 36-10-0711-01 — Official provincial GDP benchmark by industry
   • 33-10-0663-01 — Community employer-business activity weights
   • 33-10-0661-01 — Provincial employer-business activity: weight coverage and the employer-farm count
   • 33-10-0662-01 — Provincial non-employer farm count for the observable agriculture share
   • 98-10-0002-01 — Population and occupied-dwelling weights
   • 98-10-0057-01 — Resident household-income weights
   • 92-151-X2021001 — Census subdivision type, census division and economic region

   Boundaries

   • Not an official Statistics Canada community or regional GDP measurement.
   • Not a current business valuation, municipal tax base or forecast.
   • Suppressed estimates must not be reconstructed from internal allocations.

   Sensitivity limits

   • Published low/high ranges bound the income-side and production-side measures.
   • Provincial residuals are never redistributed merely to complete community coverage.

   Back-test: pending. No official community GDP series exists for direct back-testing; future municipal accounts and audited local controls may support partial validation.

2. labour-demand-gdp-sensitivity · labour-demand-gdp-v2

   Labour-demand GDP composition sensitivity

   Saskatchewan province and NAICS sectors · GDP model owner

   registered

   Formula

   Suppress sector-dollar tilts below the versioned opening-count reliability floor; for included sectors, normalize openings by midpoint employment, apply the versioned elasticity within the factor cap, and reconcile only the included-sector subtotal back to its unchanged official baseline.

   Assumptions

   • Elasticity 0.05 is assumed and unvalidated. It is not estimated from Saskatchewan evidence and has no cited empirical derivation.
   • The ±10% sector factor cap is a governance bound chosen to contain the scenario, not an empirically validated interval.
   • The 50-opening reliability floor is a conservative publication rule, not proof that sectors above it are statistically representative.
   • Unmatched or missing opening evidence applies a neutral factor rather than zero demand.

   Material inputs

   • 36-10-0711-01 — Official fixed provincial GDP total and sector baseline
   • 33-10-0661-01 — Sector employment denominator
   • ea639e28-c0fc-48bf-b5dd-b8899bd43072 — Measured advertised-opening distribution
   • saskjobs-homepage-detail-index — Observed Saskatchewan opening control totals

   Boundaries

   • Advertised openings are not counted as GDP dollars.
   • The scenario is not a GDP forecast or causal impact estimate.
   • Sector tilts do not establish hiring, investment or productivity.
   • A suppressed tilt does not mean neutral sector performance; it means the advertised-opening evidence is insufficient.

   Sensitivity limits

   • Elasticity must remain between 0 and 1.
   • Factor cap must remain between 0 and 0.5.
   • Sectors below 50 estimated openings retain their official baseline and publish no dollar change.
   • The official provincial GDP total is invariant.

   Back-test: pending. The arithmetic invariants are tested, but elasticity 0.05, the ±10% cap and the 50-opening floor have not been empirically calibrated or validated. The output is a bounded sensitivity illustration, not a predictive model.

3. discretionary-income · sk-discretionary-income-v1

   Saskatchewan household discretionary-income scenario

   Saskatchewan communities mapped to published rent and MBM regions · Affordability model owner

   registered

   Formula

   Estimate annual statutory deductions with tax model ca-sk-2025-v2, convert scenario earnings to monthly net income, and subtract separately evidenced rent plus household-sized MBM transportation and non-shelter components.

   Assumptions

   • Hours, earners, bedrooms and vehicle requirement are explicit caller-supplied scenario inputs.
   • Survey rent is kept separate from MBM shelter to prevent double counting.
   • Unknown components remain unavailable rather than zero.

   Material inputs

   • 14-10-0417-01 — Published occupational wage evidence
   • 34-10-0133-01 — Published surveyed rent evidence
   • 11-10-0066-01 — Market Basket Measure components
   • 11-10-0104-01 — Household-size Market Basket Measure totals

   Boundaries

   • Not tax, financial or relocation advice.
   • Not a promise that a wage, rental unit or job is available.
   • A positive remainder is not proof that a household can afford a community.

   Sensitivity limits

   • The result changes only through explicit household inputs or versioned source/model updates.
   • No current listing price, seat, commute or utility value is inferred where evidence is absent.

   Back-test: partial. Tax, CPP and EI parameters are checked against official rates; household outcome back-testing requires consented longitudinal outcomes.

4. workforce-demand · workforce-demand-v2

   Aggregate workforce-demand indicators

   Saskatchewan province, sectors and occupational credentials · Labour intelligence model owner

   registered

   Formula

   Group source-attributed hiring records by sector and join their mapped occupations to normalized credential requirements.

   Assumptions

   • Credential names join only after provider normalization.
   • Hiring records show advertised demand, not completed hires or available labour supply.

   Material inputs

   • ea639e28-c0fc-48bf-b5dd-b8899bd43072 — Provider-qualified posting and demand evidence

   Boundaries

   • Not proof of a labour shortage, vacancy rate or available worker count.
   • Not proof of available workers or credential-holder supply.
   • Preview postings must not be described as current employer demand.

   Sensitivity limits

   • Counts are descriptive within the disclosed provider corpus.
   • Candidate-profile data is not an input.

   Back-test: pending. Comparison against later vacancy and employment outcomes is not yet implemented.