thesisPrototype

Government data

US healthcare support employment, July 2026

What will BLS first report for July 2026 employed people age 16 and over in healthcare support occupations, not seasonally adjusted, in millions?

Overdue · was due Aug 7, 2026

The resolver's last attempt to fetch data it needs for this target (its source, a check against the source, or an archive record of it) did not return usable data.

resolver: URLError urlopen error Errno 111 Connection refused

SOURCE_UNREACHABLE · resolver status as of Oct 19, 2026

Forecast

5.8M
4.6M–7M
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%2.9M5.8M8.7MForecast value

Shaded band: 80% interval (4.6M–7M). Dashed line: point estimate (5.8M).

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

Analysis

§July 2026 healthcare support employment forecast

The resolver is the first July 2026 print for Total employed people age 16 and over in 'Healthcare support occupations' in CPS Table A-19, measured in thousands and not seasonally adjusted, then multiplied by 0.001. All anchors below use that same CPS occupation/NSA variant. The ledger expectedReleaseWindow ending 2026-08-06 conflicts with the official August 7 release date; the forecast remains tied to the registered target and uses the verified official date.

▸ Reported tool use: official.lookupmodel report
Read current BLS CPS Employment Situation Table A-19 for the healthcare support occupations row.
↳ BLS Table A-19 reports 5,950 thousand for June 2025 and 5,691 thousand for June 2026, equivalent to 5.950 million and 5.691 million.
▸ Reported tool use: official.lookupmodel report
Read the BLS July 2023 contingent-work table as an additional public CPS occupation-level reference observation.
↳ The BLS CPS table reports 4,911 thousand total employed people in healthcare support occupations in July 2023, equivalent to 4.911 million.
▸ Reported tool use: official.calendarmodel report
Verify the July 2026 Employment Situation publication date using the BLS 2026 release calendar and latest release announcement.
↳ The official calendar lists Employment Situation for July 2026 on Friday, August 7, 2026 at 8:30 AM ET; the June 2026 release repeats August 7, 2026.

The outside-view base rate/reference class is persistence around the latest 5.691 million level, with substantial CPS subgroup noise. The sparse same-variant official history spans 4.911 million in July 2023, 5.950 million in June 2025, and 5.691 million in June 2026.

Level contributes 5.691 million. Momentum is mixed: the latest year-over-year change is -0.259 million. Because the available official observations do not identify a reliable July seasonal effect or a precise recent occupation-specific trend, the +0.080 million July adjustment and +0.030 million structural-demand adjustment are judgmental and deliberately small relative to sigma; no discrete policy or one-off shock is added.

Prior/update/interval: persistence model prior = 5.691 million; historical sample = 4.911, 5.950, and 5.691 million. Successive changes are +1.039 and -0.259 million; their sample standard deviation gives sigma = sqrt(((1.039-0.390)^2+(-0.259-0.390)^2)/(2-1)) = 0.918 million. Updates are +0.080 judgmental July uplift and +0.030 judgmental structural healthcare-demand uplift, so point = 5.691+0.080+0.030 = 5.801 million. The 80% half-width is 1.28*sigma = 1.28*0.918 = 1.175 million, implying 5.801-1.175 = 4.626 and 5.801+1.175 = 6.976 million.

Upside risk comes from unusually strong household-survey sampling, labor-force entry, or faster caregiving hiring and would land above the interval at more than 6.976 million. Downside risk comes from a sharp participation decline, healthcare funding disruption, or an adverse CPS sampling swing and would land below the interval at less than 4.626 million. The wide interval reflects realized occupation-level dispersion rather than a rounded hedge.

Review disposition: Accepted the warning by labeling both positive adjustments as small judgmental updates unsupported by a precise seasonal estimate and limiting them relative to observed dispersion. Retained the official August 7 release date and rejected no critique items.

Key drivers

  • June 2026 level persistence
  • small judgmental July uplift
  • long-run healthcare labor demand
  • high CPS subgroup sampling volatility

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
U.S. Bureau of Labor Statistics Employment Situation, CPS Table A-19
Resolution date
August 7, 2026· outcome not recorded
Resolution rule
Resolve to the first value published for July 2026 in BLS CPS Employment Situation Table A-19, row 'Healthcare support occupations,' Total, 16 years and over, not seasonally adjusted. Multiply the published thousands value by 0.001 and retain three decimal places in millions. Ignore all later revisions; no correction or release-day grace exception applies.
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 one warning: its resolver and math are coherent, but the inside-view uplift is only lightly justified against the sparse prior.

  • warning update: The +0.080 July seasonality and +0.030 structural-demand adjustments are asserted but not backed by a concrete July seasonal comparison or recent healthcare-support-specific trend evidence.
  • info optional_suggestion: Use additional archived A-19 monthly observations if available to make the realized-volatility interval less dependent on only two changes.
  • info optional_suggestion: Keep the explicit note that the official BLS release date is August 7, 2026 despite the ledger expected-release-window discrepancy.

disposition accepted: Review disposition: Accepted the warning by labeling both positive adjustments as small judgmental updates unsupported by a precise seasonal estimate and limiting them relative to observed dispersion. Retained the official August 7 release date and rejected no critique items.

disposition not applicable: Review disposition: Accepted the warning by labeling both positive adjustments as small judgmental updates unsupported by a precise seasonal estimate and limiting them relative to observed dispersion. Retained the official August 7 release date and rejected no critique items.

disposition not applicable: Review disposition: Accepted the warning by labeling both positive adjustments as small judgmental updates unsupported by a precise seasonal estimate and limiting them relative to observed dispersion. Retained the official August 7 release date and rejected no critique items.

Activity artifacts

Complete original trace

§July 2026 healthcare support employment forecast

The resolver is the first July 2026 print for Total employed people age 16 and over in 'Healthcare support occupations' in CPS Table A-19, measured in thousands and not seasonally adjusted, then multiplied by 0.001. All anchors below use that same CPS occupation/NSA variant. The ledger expectedReleaseWindow ending 2026-08-06 conflicts with the official August 7 release date; the forecast remains tied to the registered target and uses the verified official date.

▸ Reported tool use: official.lookupmodel report
Read current BLS CPS Employment Situation Table A-19 for the healthcare support occupations row.
↳ BLS Table A-19 reports 5,950 thousand for June 2025 and 5,691 thousand for June 2026, equivalent to 5.950 million and 5.691 million.
▸ Reported tool use: official.lookupmodel report
Read the BLS July 2023 contingent-work table as an additional public CPS occupation-level reference observation.
↳ The BLS CPS table reports 4,911 thousand total employed people in healthcare support occupations in July 2023, equivalent to 4.911 million.
▸ Reported tool use: official.calendarmodel report
Verify the July 2026 Employment Situation publication date using the BLS 2026 release calendar and latest release announcement.
↳ The official calendar lists Employment Situation for July 2026 on Friday, August 7, 2026 at 8:30 AM ET; the June 2026 release repeats August 7, 2026.

The outside-view base rate/reference class is persistence around the latest 5.691 million level, with substantial CPS subgroup noise. The sparse same-variant official history spans 4.911 million in July 2023, 5.950 million in June 2025, and 5.691 million in June 2026.

Level contributes 5.691 million. Momentum is mixed: the latest year-over-year change is -0.259 million. Because the available official observations do not identify a reliable July seasonal effect or a precise recent occupation-specific trend, the +0.080 million July adjustment and +0.030 million structural-demand adjustment are judgmental and deliberately small relative to sigma; no discrete policy or one-off shock is added.

Prior/update/interval: persistence model prior = 5.691 million; historical sample = 4.911, 5.950, and 5.691 million. Successive changes are +1.039 and -0.259 million; their sample standard deviation gives sigma = sqrt(((1.039-0.390)^2+(-0.259-0.390)^2)/(2-1)) = 0.918 million. Updates are +0.080 judgmental July uplift and +0.030 judgmental structural healthcare-demand uplift, so point = 5.691+0.080+0.030 = 5.801 million. The 80% half-width is 1.28*sigma = 1.28*0.918 = 1.175 million, implying 5.801-1.175 = 4.626 and 5.801+1.175 = 6.976 million.

Upside risk comes from unusually strong household-survey sampling, labor-force entry, or faster caregiving hiring and would land above the interval at more than 6.976 million. Downside risk comes from a sharp participation decline, healthcare funding disruption, or an adverse CPS sampling swing and would land below the interval at less than 4.626 million. The wide interval reflects realized occupation-level dispersion rather than a rounded hedge.

Review disposition: Accepted the warning by labeling both positive adjustments as small judgmental updates unsupported by a precise seasonal estimate and limiting them relative to observed dispersion. Retained the official August 7 release date and rejected no critique items.

calibrated forecast · 80% CI
5.8M[4.6M · 7M]
Target metadata

Data point: bls.cps.employed_people_by_occupation.healthcare_support.july_2026.first_print

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