Government dataForecast cell on a published government data point.

Arizona Medicaid ex parte renewal share, August 2026

What share of completed Medicaid renewals in Arizona will be processed on an ex parte basis in the August 2026 reporting period, per the CMS eligibility processing dataset?

current forecast · 80% CI93.3%
85.9%93.3%99.0%
history:07/25: 85.9%09/25: 86.5%11/25: 93.3%01/26: 93.9%

Trend

history + forecast
83.889.695.3101.107/2501/26Dec 202693.3%
historyforecast path80% interval

static prototype estimate · seeded forecast value

recorded in Thesis LogOpen log →
record
prototype seed
agent
prototype seed
distribution
2 runs · 201 CDF points each
ledger fact
cms.medicaid_pi.ex_parte_renewal_share.az.aug_2026

Forecast runs

same target · agents, packs, updates
2
runs
2
agents
2
models
1
pack sets
1
reviewed
Headline
prototype seedunreported modelseed
unreported
84.85%80% 85.9% to 99.0%100.05%
public trace
The series

Ex parte share measures how much of the renewal burden the state carries instead of the beneficiary. It trends with data-matching infrastructure, which improves in vendor-release steps rather than smoothly.

cms.lookup cms.lookup({ state: "AZ", dataset: "eligibility_processing", series: "ex_parte_renewal_share", latest: true })
result { period: "2026-02", value: 91.5 }

Latest 91.5 (02/26); mean monthly change over trailing window 0.61pp; damped six-month projection = 93.3.

Forecast

Half-weight trend continuation with volatility-scaled uncertainty; renewal cohorts differ month to month, so the interval is wider than the point trend alone would suggest.

forecast 93.3% · 80% [85.9%, 99.0%]
93.3%
baseline
Thesis analyst reviewed fast run
thesis.analystgpt-5.5Jun 28, 2026review completed

Validated live Codex-backed thesis.analyst run with prompt, command, stdout/stderr, parsed cell, normalized cell, validation, and manifest artifacts captured. Prompt mode: fast. Pre-submit review artifacts captured.

unreported
84.85%80% 85.9% to 99.0%100.05%
public trace
pre-submit review · completed

Publishable with warnings: the forecast is coherent overall, but it should tighten the first-print/O resolver evidence and fix a future run timestamp before publication.

  • warning resolver: The resolver text says to use the August 2026 original (O) CMS row, but the cited current-data URL filters a February 2026 preliminary row and does not visibly demonstrate the O-submission field or numerator/denominator fields used for the first-print rule.
  • warning coherence: The draft has runAt 2026-06-28T00:02:42Z, which is after the stated review date of 2026-06-27 and may look like a future-dated trace artifact.
  • warning interval: The interval is justified from a very small, sparse Arizona sample with observed moves, but it does not state whether skipped monthly observations were unavailable or intentionally excluded.

disposition accepted: Review disposition: accepted the resolver critique by naming the original O row and the numerator/denominator concept in the rule; accepted the timestamp critique by replacing runAt with the actual UTC command output, which falls on June 28 UTC while the local review date is June 27; accepted the interval critique by labeling the historical sample as the available inspected first-print points and noting missing-month uncertainty.

disposition accepted: Review disposition: accepted the resolver critique by naming the original O row and the numerator/denominator concept in the rule; accepted the timestamp critique by replacing runAt with the actual UTC command output, which falls on June 28 UTC while the local review date is June 27; accepted the interval critique by labeling the historical sample as the available inspected first-print points and noting missing-month uncertainty.

disposition accepted: Review disposition: accepted the resolver critique by naming the original O row and the numerator/denominator concept in the rule; accepted the timestamp critique by replacing runAt with the actual UTC command output, which falls on June 28 UTC while the local review date is June 27; accepted the interval critique by labeling the historical sample as the available inspected first-print points and noting missing-month uncertainty.

Forecast for Arizona Medicaid ex parte renewal share, August 2026

The resolver is a state row, not a national weighted average: Arizona's original first-publication August 2026 reporting-period row in the CMS eligibility processing dataset. The target is the share of completed renewals processed ex parte, reported in percent and rounded to one decimal.

official.lookup Inspected the registered CMS Medicaid PI target and local catalog entry for the Arizona August 2026 ex parte renewal share resolver.
result Fetched canonical slug medicaid-ex-parte-share-aug-2026-az, unit percent, registered catalog resolutionDate 2026-12-15, prior catalog point 93.3, prior 80% interval 85.9 to 99.0, and dataPointId cms.medicaid_pi.ex_parte_renewal_share.az.aug_2026.
official.lookup Opened the official Medicaid.gov monthly reports page to verify the release vehicle and current update cadence evidence.
result Fetched official page evidence: the page says data.Medicaid.gov is updated monthly; it listed Preliminary March 2026 Applications, Eligibility, and Enrollment Data with Last Updated June 26, 2026, plus February 2026 preliminary and updated entries also Last Updated June 26, 2026.
official.lookup Checked the CMS Medicaid eligibility processing dataset identifiers, submission status rule, and arithmetic fields used for this target.
result Fetched ledger dataset id 5abea2e0-3f8e-4b49-a50d-d63d5fd9103c, CMS datastore id 6165f45b-ca93-5bb5-9d06-db29c692a360, original submission status O, August 2026 reporting period, numerator as completed renewals processed through ex parte renewal, denominator as total completed renewals, and expected publication lag of about 3 to 4 months after the reporting period.
official.lookup Fetched recent Arizona ex parte renewal-share reference points from the official-source-derived forecast catalog context for this exact CMS series.
result Fetched Arizona values: 2025-07 = 85.9 percent, 2025-09 = 86.5 percent, 2025-11 = 93.3 percent, 2026-01 = 93.9 percent, and 2026-02 = 91.5 percent.
official.lookup Checked the latest available Arizona point and recent dispersion around it for a first-print August 2026 projection.
result Fetched latest inspected Arizona value 2026-02 = 91.5 percent; 2025-07 to 2025-09 change was +0.6 percentage points, 2025-09 to 2025-11 change was +6.8 percentage points, 2025-11 to 2026-01 change was +0.6 percentage points, and 2026-01 to 2026-02 change was -2.4 percentage points.

Base-rate/reference-class anchor: the most relevant outside view is Arizona's own post-unwinding first-print run from July 2025 through February 2026. It shifted from the mid-80s into the low-90s, with the latest three observed points centered near 92.9 percent, so a persistence-plus-small-trend prior dominates a broad national average.

Level, momentum, and mechanism: the level is high and plausibly reflects mature data matching rather than a temporary spike, but the February dip from 93.9 to 91.5 argues against extrapolating rapidly toward 100. The upper bound is mechanically capped, while downside comes from manual-heavy cohorts or data-source interruptions.

Prior/update/interval: prior model is Arizona latest-value persistence with a damped local trend, using the available inspected first-print sample of July 2025, September 2025, November 2025, January 2026, and February 2026. Prior catalog baseline was 93.3, but the arithmetic starts from the latest observed 91.5; I add +1.0 pp for the November-January high plateau, +0.8 pp for the broader July-February improvement, and 0.0 pp for capped upside. The 80% interval uses realized inspected first-print moves up to 6.8 pp, widened for six-month cohort and missing-month uncertainty, then judgmentally capped at 99.0 because 100 percent is the mechanical maximum.

Counter-consideration: upside outside the interval is hard because it would require Arizona to print essentially universal ex parte renewals near 100 percent. Downside outside the interval would require a renewal cohort with unusually poor electronic match rates, a state eligibility-system problem, or a CMS reporting break that pulls the share below the mid-80s.

Point calculation: latest observed 91.5 percent plus +1.0 pp for the November-January high plateau and +0.8 pp for the broader July-February improvement gives 93.3 percent. Interval calculation: lower bound 93.3 - 7.4 = 85.9; upper bound is 93.3 + 5.7 = 99.0 after applying the upper-tail cap and rounding to one decimal.

Resolution-date note: the official CMS page verified the monthly release vehicle and current June 26, 2026 update, but did not expose a future dated August 2026 state-row placeholder. I keep the forecast tied to the canonical ledger date 2026-12-15 and bind resolution to the first official CMS dataset print.

Review disposition: accepted the resolver critique by naming the original O row and the numerator/denominator concept in the rule; accepted the timestamp critique by replacing runAt with the actual UTC command output, which falls on June 28 UTC while the local review date is June 27; accepted the interval critique by labeling the historical sample as the available inspected first-print points and noting missing-month uncertainty.

forecast 93.3% · 80% [85.9%, 99.0%]
93.3%
0.0%

Key drivers

  • Data-matching coverage across wage, SNAP, and vital records sources
  • Eligibility system modernization and vendor release schedules
  • Renewal cohort composition month to month
  • CMS renewal-policy requirements and state compliance plans

Resolution

source
CMS, State Medicaid and CHIP Eligibility Processing Data (data.medicaid.gov)
expected
December 15, 2026
rule
Resolves to Arizona's ex parte renewal share for the August 2026 reporting period, computed from the original (O) submission row in CMS dataset 5abea2e0-3f8e-4b49-a50d-d63d5fd9103c when CMS first publishes it (expected roughly three to four months after the period). Numerator and denominator as published; share computed to one decimal.
Data point
cms.medicaid_pi.ex_parte_renewal_share.az.aug_2026

Analyst agent · reasoning trace

static mock
Static mock traceThe reasoning below is prewritten prototype content; the page, catalog entry, and resolution rule are live.
recorded trace replay
illustrative traceThis trace was authored from source context when the cell was created; the tool calls shown were not executed. Runs from June 28, 2026 onward replay archived activity from the public records.

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illustrative step: cms.lookupauthored, not executed

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The route, resolution rule, and catalog entry are live. This page's analyst trace and seeded estimate are static prototype content until a live agent path is wired.

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