Government dataForecast cell on a published government data point.

Arkansas Medicaid ex parte renewal share, August 2026

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

current forecast · 80% CI89.8%
85.6%89.8%93.9%
history:07/25: 85.9%09/25: 87.1%11/25: 88.8%01/26: 91.1%

Trend

history + forecast
84.387.991.695.207/2501/26Dec 202689.8%
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.ar.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
84.94%80% 85.6% to 93.9%94.56%
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: "AR", dataset: "eligibility_processing", series: "ex_parte_renewal_share", latest: true })
result { period: "2026-02", value: 89.1 }

Latest 89.1 (02/26); mean monthly change over trailing window 0.22pp; damped six-month projection = 89.8.

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 89.8% · 80% [85.6%, 93.9%]
89.8%
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
84.94%80% 85.6% to 93.9%94.56%
public trace
pre-submit review · completed

Draft is mostly publication-ready, with one blocking issue around first-print resolver wording and a few warnings to tighten the interval and update logic.

  • blocking resolver: Resolution rule adds an extra exception for CMS correcting the original row before the release day ends, which is not in the canonical ledger first-print rule and could create ambiguity about the resolved value.
  • warning interval: The interval rationale says it uses realized dispersion, but the 85.6 to 93.9 interval extends beyond the cited 85.9 to 91.1 sample without a fully explicit volatility-to-half-width calculation.
  • warning update: The +0.7 pp adjustment combines trend and compliance pressure, but the evidence for a material policy/compliance uplift by August 2026 is thin relative to simple persistence.

disposition accepted: Review disposition: accepted the resolver fix by removing the release-day correction exception, made the interval construction more explicit, split the +0.7 pp update into persistence-dominant components, and added the five-point sample size, center, and range. Kept the canonical 2026-12-15 resolutionDate because no exact future CMS placeholder was found in the checked context.

disposition accepted: Review disposition: accepted the resolver fix by removing the release-day correction exception, made the interval construction more explicit, split the +0.7 pp update into persistence-dominant components, and added the five-point sample size, center, and range. Kept the canonical 2026-12-15 resolutionDate because no exact future CMS placeholder was found in the checked context.

disposition accepted: Review disposition: accepted the resolver fix by removing the release-day correction exception, made the interval construction more explicit, split the +0.7 pp update into persistence-dominant components, and added the five-point sample size, center, and range. Kept the canonical 2026-12-15 resolutionDate because no exact future CMS placeholder was found in the checked context.

Forecast for Arkansas Medicaid ex parte renewal share, August 2026

The resolver is a state row, not a national weighted average: Arkansas'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 local registered target and catalog entry for the Arkansas August 2026 CMS Medicaid eligibility-processing ex parte renewal share.
result Fetched canonical slug medicaid-ex-parte-share-aug-2026-ar, unit percent, registered resolutionDate 2026-12-15, point 89.8, 80% interval 85.6 to 93.9, and dataPointId cms.medicaid_pi.ex_parte_renewal_share.ar.aug_2026.
official.lookup Checked the CMS dataset and resolver identifiers attached to the canonical ledger target.
result Fetched CMS dataset id 5abea2e0-3f8e-4b49-a50d-d63d5fd9103c, original submission status O, August 2026 reporting period, and one-decimal percent rounding rule for the Arkansas row.
official.lookup Fetched recent Arkansas ex parte renewal-share reference points from the official-source-derived forecast catalog context for this exact CMS series.
result Fetched Arkansas values: 2025-07 = 85.9 percent, 2025-09 = 87.1 percent, 2025-11 = 88.8 percent, 2026-01 = 91.1 percent, and 2026-02 = 89.1 percent.
official.lookup Checked official-release timing evidence available in the local run context and CMS monthly release vehicle.
result Fetched ledger resolutionDate 2026-12-15; prior CMS monthly page evidence showed Preliminary March 2026 data Last Updated June 26, 2026 and data.Medicaid.gov monthly update behavior, while no separate future CMS placeholder for the exact August 2026 Arkansas row was exposed in the checked context.

Base-rate/reference-class anchor: the most relevant outside view is Arkansas's own recent first-print run for this CMS eligibility-processing series. The five-point sample from July 2025 to February 2026 ranges from 85.9 to 91.1 percent and has a simple average of 88.4 percent, with the latest two observations at 91.1 and 89.1 percent.

Level, momentum, and mechanism: the level is already near the upper end of normal administrative performance, so the forecast should not extrapolate mechanically toward 100. The 2026-02 value of 89.1 is below January's 91.1 but above the 2025 values, consistent with a high plateau plus renewal-cohort noise.

Prior/update/interval: prior model is Arkansas latest-value persistence with a damped local trend, using five observed first-print values from 2025-07, 2025-09, 2025-11, 2026-01, and 2026-02. The five-point sample center is 88.4 percent and the range is 85.9 to 91.1 percent; I put most weight on latest-value persistence at 89.1, add +0.5 pp for the higher 2026 level versus 2025 and +0.2 pp for mild compliance/operations pressure, yielding 89.8. The 80% interval starts from the 5.2 pp observed sample range, adds about 2.5 pp total for missing-month and cohort-mix uncertainty, and allows a somewhat wider upper tail because automated data matching could improve without hitting the 100 percent ceiling.

Counter-consideration: upside outside the interval would require Arkansas to print above 93.9 percent through more complete automated data matching or a renewal cohort unusually suited to ex parte processing. Downside outside the interval would require a manual-heavy renewal cohort, data-source outage, eligibility-system issue, or reporting break pushing the share below 85.6 percent.

Point calculation: latest 89.1 percent plus +0.5 pp damped high-2026-level adjustment plus +0.2 pp mild policy/operations adjustment gives 89.8 percent. Interval calculation: center 89.8, lower half-width 4.2 pp and upper half-width 4.1 pp, reflecting the 5.2 pp recent realized range plus roughly 2.5 pp added uncertainty spread across tails and slight ceiling compression, yielding 85.6 to 93.9 after rounding.

Resolution-date note: the canonical ledger target uses 2026-12-15. The checked CMS release context supports the official data.Medicaid.gov monthly release vehicle but did not expose a separate future dated August 2026 Arkansas placeholder, so I keep the forecast tied to the ledger target and bind resolution to the first official CMS dataset print.

Review disposition: accepted the resolver fix by removing the release-day correction exception, made the interval construction more explicit, split the +0.7 pp update into persistence-dominant components, and added the five-point sample size, center, and range. Kept the canonical 2026-12-15 resolutionDate because no exact future CMS placeholder was found in the checked context.

forecast 89.8% · 80% [85.6%, 93.9%]
89.8%
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 Arkansas'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.ar.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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