Government data

Canada EI regular beneficiaries, July 2026

What will Statistics Canada first report for the number of regular Employment Insurance beneficiaries in Canada in July 2026, seasonally adjusted, in thousands of persons?

Overdue · was due Sep 17, 2026

The resolver has no route for this target's reference. The target was registered with a generic source link rather than a resolver binding.

NO_ROUTE_GENERIC_URL · resolver status as of Oct 7, 2026

Forecast

529k
522k–536k
80% prediction interval
gpt-5.6-solRun record ↗

Cumulative probability

Chance that the outcome is at or below each value.

0%25%50%75%100%511k529k547kForecast value

Shaded band: 80% interval (522k–536k). Dashed line: point estimate (529k).

Derived from the point estimate and 80% interval; the agent did not report a full distribution.

Analysis

§Canada regular EI beneficiaries for July 2026

The target is the first July 2026 print for Statistics Canada vector v64549350 in Table 14-10-0011-01: Canada, regular benefits, both sexes, age 15 years and over, seasonally adjusted persons. The ledger conversion to thousands is persons × 0.001; later revisions are excluded.

▸ Reported tool use: official.lookupmodel report
Fetched the latest Canada observations from Statistics Canada Table 14-10-0011-01.
↳ The official seasonally adjusted series was 567.62 thousand in December 2025, 559.02 thousand in January 2026, 550.35 thousand in February, 547.44 thousand in March, and 544.44 thousand in April.
▸ Reported tool use: official.releasemodel report
Fetched Statistics Canada's April 2026 Employment Insurance release.
↳ The April first release reported 544.44 thousand regular beneficiaries, down 3.00 thousand or 0.5% from revised March; the 12-month change was +3.5%.
▸ Reported tool use: official.reference_classmodel report
Fetched Statistics Canada's July 2025 Employment Insurance release as a same-month reference class observation.
↳ July 2025 registered 551.87 thousand beneficiaries, a monthly increase of 6.60 thousand or 1.2%; December 2024 to July 2025 rose 64.00 thousand or 13.2%.

The outside-view base rate is recent persistence: four successive monthly changes from December 2025 through April 2026 were -8.60, -8.67, -2.91, and -3.00 thousand, averaging -5.80 thousand. Applying that mean for three months gives a raw July level of 544.44 - 3×5.80 = 527.04 thousand.

▸ Reported tool use: official.lookupmodel report
Fetched the June 2026 Labour Force Survey for current labour-market momentum.
↳ Employment increased 88,000 or 0.4% in May and 18,000 or 0.1% in June; unemployment fell from 6.9% in April to 6.6% in May and 6.5% in June, while June's job-finding rate was 24.3% and layoff rate 0.6%.

Level is anchored at April's 544.44 thousand. Momentum is downward because employment strengthened and unemployment declined in May and June. The +2.0-thousand adjustment combines same-month evidence that July 2025 rose 6.6 thousand amid occupational composition effects with an offsetting EI-flow lag: claims entry, return to work, eligibility, and benefit exhaustion need not move contemporaneously with the LFS. No separate policy-change adjustment is applied.

Prior/update/interval: The model is a three-step average-change persistence prior using the December 2025-April 2026 official history, selected because it is the fetched sample describing the current post-December downtrend regime. Baseline = 544.44 + 3×(-5.80) = 527.04 thousand; adjustment components are +2.0 thousand for July composition and EI-flow lag effects and 0 for policy changes, giving 529.0 thousand. The sample standard deviation of the four successive changes (-8.60, -8.67, -2.91, -3.00) is sigma = 3.3 thousand. For a three-month horizon, the 80% half-width is 1.28×sigma×sqrt(3) = 1.28×3.3×1.732 = 7.3 thousand, implying 529.0±7.3 = 521.7 to 536.3 thousand. This short, single-regime volatility sample may omit wider historical or seasonal variation, but no unsupported longer sample is substituted.

Upside risk comes from renewed layoffs, particularly in manufacturing, or another education-related July composition jump and would land above the interval. Downside risk comes from faster job finding, benefit exhaustion, or delayed claims entry and could land below the interval. A sharp administrative or eligibility change would also place the result outside the interval.

▸ Reported tool use: official.calendarmodel report
Checked Statistics Canada's official Release dates, 2026 publication for Employment Insurance.
↳ Statistics Canada's official 2026 release calendar lists Employment Insurance for September 17, 2026; the ledger's expected window is September 16-24, so resolution is set to 2026-09-17.

Review disposition: Accepted the interval critique by stating why the four-change current-regime sample was used and its limitation; accepted the suggestions to identify the official 2026 release calendar and separate July composition evidence from EI-flow lag evidence. The bounds were retained because no longer fetched pre-resolution sample was available to support a different calculation.

Key drivers

  • Recent EI-beneficiary downtrend
  • May and June labour-market improvement
  • Lagged eligibility and benefit exhaustion
  • Possible July occupational composition rebound

Tool evidence

This run has no captured tool responses. “Reported tool use” in the analysis is the model’s account, not an archived tool response.

Sources and resolution

Official source
Statistics Canada Table 14-10-0011-01
Resolution date
September 17, 2026· outcome not recorded
Resolution rule
Resolve to the first Statistics Canada publication for July 2026 of vector v64549350 in Table 14-10-0011-01: regular Employment Insurance beneficiaries, Canada, both sexes, age 15 years and over, seasonally adjusted, persons. Multiply the first-published persons value by 0.001 to express thousands. Ignore all subsequent revisions or corrections and apply no release-day grace exception.
Run details

The analysis is the model’s written report. Tool-use descriptions in that report are model claims; the activity artifacts contain the execution record.

thesis.analyst · gpt-5.6-sol · fast · v2.2.0

pre-submit review · completed

The draft is publishable with no blocking issues; the main weakness is that the interval is based on a very short four-change volatility sample.

  • warning interval: The 80% interval uses the sample standard deviation of only four recent monthly changes, all from the same downtrend regime, so the realized-volatility basis may understate wider historical or seasonal risk.
  • info optional_suggestion: Name the official 2026 StatCan release-calendar source more specifically in the reasoning, since the resolution date is a key contract field.
  • info optional_suggestion: Make the +2.0 thousand July composition/lag adjustment slightly more explicit by separating same-month seasonal/composition evidence from EI-flow lag evidence.

disposition accepted: Review disposition: Accepted the interval critique by stating why the four-change current-regime sample was used and its limitation; accepted the suggestions to identify the official 2026 release calendar and separate July composition evidence from EI-flow lag evidence. The bounds were retained because no longer fetched pre-resolution sample was available to support a different calculation.

disposition not applicable: Review disposition: Accepted the interval critique by stating why the four-change current-regime sample was used and its limitation; accepted the suggestions to identify the official 2026 release calendar and separate July composition evidence from EI-flow lag evidence. The bounds were retained because no longer fetched pre-resolution sample was available to support a different calculation.

disposition not applicable: Review disposition: Accepted the interval critique by stating why the four-change current-regime sample was used and its limitation; accepted the suggestions to identify the official 2026 release calendar and separate July composition evidence from EI-flow lag evidence. The bounds were retained because no longer fetched pre-resolution sample was available to support a different calculation.

Activity artifacts

Complete original trace

§Canada regular EI beneficiaries for July 2026

The target is the first July 2026 print for Statistics Canada vector v64549350 in Table 14-10-0011-01: Canada, regular benefits, both sexes, age 15 years and over, seasonally adjusted persons. The ledger conversion to thousands is persons × 0.001; later revisions are excluded.

▸ Reported tool use: official.lookupmodel report
Fetched the latest Canada observations from Statistics Canada Table 14-10-0011-01.
↳ The official seasonally adjusted series was 567.62 thousand in December 2025, 559.02 thousand in January 2026, 550.35 thousand in February, 547.44 thousand in March, and 544.44 thousand in April.
▸ Reported tool use: official.releasemodel report
Fetched Statistics Canada's April 2026 Employment Insurance release.
↳ The April first release reported 544.44 thousand regular beneficiaries, down 3.00 thousand or 0.5% from revised March; the 12-month change was +3.5%.
▸ Reported tool use: official.reference_classmodel report
Fetched Statistics Canada's July 2025 Employment Insurance release as a same-month reference class observation.
↳ July 2025 registered 551.87 thousand beneficiaries, a monthly increase of 6.60 thousand or 1.2%; December 2024 to July 2025 rose 64.00 thousand or 13.2%.

The outside-view base rate is recent persistence: four successive monthly changes from December 2025 through April 2026 were -8.60, -8.67, -2.91, and -3.00 thousand, averaging -5.80 thousand. Applying that mean for three months gives a raw July level of 544.44 - 3×5.80 = 527.04 thousand.

▸ Reported tool use: official.lookupmodel report
Fetched the June 2026 Labour Force Survey for current labour-market momentum.
↳ Employment increased 88,000 or 0.4% in May and 18,000 or 0.1% in June; unemployment fell from 6.9% in April to 6.6% in May and 6.5% in June, while June's job-finding rate was 24.3% and layoff rate 0.6%.

Level is anchored at April's 544.44 thousand. Momentum is downward because employment strengthened and unemployment declined in May and June. The +2.0-thousand adjustment combines same-month evidence that July 2025 rose 6.6 thousand amid occupational composition effects with an offsetting EI-flow lag: claims entry, return to work, eligibility, and benefit exhaustion need not move contemporaneously with the LFS. No separate policy-change adjustment is applied.

Prior/update/interval: The model is a three-step average-change persistence prior using the December 2025-April 2026 official history, selected because it is the fetched sample describing the current post-December downtrend regime. Baseline = 544.44 + 3×(-5.80) = 527.04 thousand; adjustment components are +2.0 thousand for July composition and EI-flow lag effects and 0 for policy changes, giving 529.0 thousand. The sample standard deviation of the four successive changes (-8.60, -8.67, -2.91, -3.00) is sigma = 3.3 thousand. For a three-month horizon, the 80% half-width is 1.28×sigma×sqrt(3) = 1.28×3.3×1.732 = 7.3 thousand, implying 529.0±7.3 = 521.7 to 536.3 thousand. This short, single-regime volatility sample may omit wider historical or seasonal variation, but no unsupported longer sample is substituted.

Upside risk comes from renewed layoffs, particularly in manufacturing, or another education-related July composition jump and would land above the interval. Downside risk comes from faster job finding, benefit exhaustion, or delayed claims entry and could land below the interval. A sharp administrative or eligibility change would also place the result outside the interval.

▸ Reported tool use: official.calendarmodel report
Checked Statistics Canada's official Release dates, 2026 publication for Employment Insurance.
↳ Statistics Canada's official 2026 release calendar lists Employment Insurance for September 17, 2026; the ledger's expected window is September 16-24, so resolution is set to 2026-09-17.

Review disposition: Accepted the interval critique by stating why the four-change current-regime sample was used and its limitation; accepted the suggestions to identify the official 2026 release calendar and separate July composition evidence from EI-flow lag evidence. The bounds were retained because no longer fetched pre-resolution sample was available to support a different calculation.

calibrated forecast · 80% CI
529k[522k · 536k]
Target metadata

Data point: statcan.employment_insurance.regular_beneficiaries.canada.july_2026.first_print

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