Government dataForecast cell on a published government data point.

Hawaii Medicaid ex parte renewal share, August 2026

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

current forecast · 80% CI63.2%
51.1%63.2%75.4%
history:07/25: 91.4%09/25: 76.8%11/25: 85.5%01/26: 79.3%

Trend

history + forecast
44.662.480.197.807/2501/26Dec 202663.2%
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.hi.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
48.63%80% 51.1% to 75.4%84.47%
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: "HI", dataset: "eligibility_processing", series: "ex_parte_renewal_share", latest: true })
result { period: "2026-02", value: 70.5 }

Latest 70.5 (02/26); mean monthly change over trailing window -2.43pp; damped six-month projection = 63.2.

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 63.2% · 80% [51.1%, 75.4%]
63.2%
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
48.63%80% 54.0% to 82.0%84.47%
public trace
pre-submit review · completed

The draft is publishable: it matches the ledger resolver, states a Hawaii-specific persistence prior, gives a compact update and interval rationale, and keeps the point, interval, and JSON fields coherent.

  • info optional_suggestion: Clarify whether the five historical observations are the full available recent sample or a selected sparse inspection sample.
  • info optional_suggestion: State that the 14 pp half-width is intended as an 80% interval half-width, since confidence is 0.8.

disposition not applicable: Review disposition: accepted the optional clarifications that the five observations are an inspected sparse recent sample and that the 14.0 percentage-point half-width is the intended 80% interval half-width; no required fixes were raised.

disposition not applicable: Review disposition: accepted the optional clarifications that the five observations are an inspected sparse recent sample and that the 14.0 percentage-point half-width is the intended 80% interval half-width; no required fixes were raised.

Forecast for Hawaii Medicaid ex parte renewal share, August 2026

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

repo.lookup Inspected the registered CMS Medicaid PI target and ledger identity fields for the Hawaii August 2026 ex parte renewal-share resolver.
result Fetched canonical slug medicaid-ex-parte-share-aug-2026-hi, unit percent, registered resolutionDate 2026-12-15, dataset id 5abea2e0-3f8e-4b49-a50d-d63d5fd9103c, and dataPointId cms.medicaid_pi.ex_parte_renewal_share.hi.aug_2026.
repo.lookup Read the local CMS-source-derived Hawaii historical context for this exact eligibility-processing series.
result Fetched inspected sparse Hawaii values: 2025-07 = 91.4 percent, 2025-09 = 76.8 percent, 2025-11 = 85.5 percent, 2026-01 = 79.3 percent, and 2026-02 = 70.5 percent.
repo.lookup Computed recent Hawaii level and momentum from the inspected sample.
result Fetched latest inspected Hawaii value 2026-02 = 70.5 percent; adjacent changes were -14.6 percentage points from 2025-07 to 2025-09, +8.7 from 2025-09 to 2025-11, -6.2 from 2025-11 to 2026-01, and -8.8 from 2026-01 to 2026-02.
repo.lookup Checked same-family CMS release context preserved in local official-source-derived records.
result Fetched release context that CMS data.Medicaid.gov monthly Medicaid and CHIP data are updated monthly; related CMS records showed Preliminary March 2026 data with June 26, 2026 as a visible update date, and this ledger target uses 2026-12-15 for the August 2026 first-print window.

Base-rate/reference class: the closest outside view is Hawaii's own recent CMS eligibility-processing history. The five inspected sparse observations average 80.7 percent, while the latest three average 78.4 percent and the latest value is 70.5 percent, so the prior is latest-value persistence with partial mean reversion rather than a straight extrapolation of the latest drop.

Level, momentum, and mechanism: the level is below Hawaii's recent average, and the latest move is negative. But the series has large renewal-cohort swings, including a rebound from 76.8 to 85.5 in late 2025, so I avoid carrying the full February weakness linearly into August.

Prior/update/interval: prior model is Hawaii latest-value persistence with partial mean reversion, using five inspected sparse observations from 2025-07, 2025-09, 2025-11, 2026-01, and 2026-02. Starting from latest inspected 70.5 percent, I subtract 3.0 pp for negative short-run momentum, add 0.5 pp for mean reversion toward the 78.4 percent latest-three average, and use 68.0 as the rounded point. The 80% interval uses a 14.0 pp half-width based on realized large first-print moves in this sparse sample, widened for the six-month horizon and cohort mix, giving 54.0 to 82.0.

Counter-consideration: the forecast could be too low if February was an unusually manual-heavy renewal cohort or if Hawaii's data matches normalize back toward the 2025 average. It could be too high if February revealed a durable system or policy-processing deterioration.

Historical mean = (91.4 + 76.8 + 85.5 + 79.3 + 70.5) / 5 = 80.7 percent; latest-three mean = (85.5 + 79.3 + 70.5) / 3 = 78.4 percent. Point calculation: 70.5 - 3.0 momentum adjustment + 0.5 mean-reversion adjustment = 68.0 percent. 80% interval calculation: center 68.0 with 14.0 pp half-width, yielding 54.0 to 82.0 after one-decimal-compatible rounding.

Outside-the-interval scenarios: below 54.0 would likely require a sustained eligibility-system or data-match disruption, a reporting-method break, or an unusually manual-heavy August renewal cohort. Above 82.0 would likely require a rebound to pre-February operating conditions or a cohort dominated by beneficiaries easy to renew through existing data matches.

Resolution-date note: the canonical ledger target uses 2026-12-15 for the August 2026 first print, tied to CMS's data.Medicaid.gov monthly release vehicle and the expected three-to-four-month lag. I did not independently fetch a separate future-dated CMS placeholder from the network in this sandbox, so I keep the ledger date and bind resolution to the first official CMS dataset print.

Review disposition: accepted the optional clarifications that the five observations are an inspected sparse recent sample and that the 14.0 percentage-point half-width is the intended 80% interval half-width; no required fixes were raised.

forecast 68.0% · 80% [54.0%, 82.0%]
68.0%
+4.8%

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 Hawaii'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.hi.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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