Government dataForecast cell on a published government data point.

Kentucky Medicaid ex parte renewal share, August 2026

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

current forecast · 80% CI92.2%
84.6%92.2%99.0%
history:07/25: 84.3%09/25: 88.2%11/25: 95.3%01/26: 89.6%

Trend

history + forecast
8288.494.9101.407/2501/26Dec 202692.2%
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.ky.aug_2026

Forecast runs

same target · agents, packs, updates
2
runs
2
agents
2
models
1
pack sets
0
reviewed
Headline
prototype seedunreported modelseed
unreported
81.50%80% 84.6% to 99.0%100.30%
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: "KY", dataset: "eligibility_processing", series: "ex_parte_renewal_share", latest: true })
result { period: "2026-02", value: 89.9 }

Latest 89.9 (02/26); mean monthly change over trailing window 0.76pp; damped six-month projection = 92.2.

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 92.2% · 80% [84.6%, 99.0%]
92.2%
baseline
Thesis analyst fast run
thesis.analystgpt-5.5Jul 1, 2026

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

unreported
81.50%80% 82.8% to 98.6%100.30%
public trace
Forecast for Kentucky Medicaid ex parte renewal share, August 2026

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

official.lookup Checked the CMS Medicaid.gov monthly reports page for the official release vehicle and current public update pattern.
result Fetched official CMS monthly page evidence: Preliminary March 2026 Applications, Eligibility, and Enrollment Data was listed; March 2026, February 2026, January 2026, December 2025, November 2025, October 2025, September 2025, August 2025, and July 2025 entries were Last Updated June 26, 2026; the page states data.Medicaid.gov is updated monthly.
official.lookup Checked the Medicaid.gov enrollment-data page and data.medicaid.gov target context for the CMS eligibility-processing series.
result Fetched official context that all 50 states and DC provide monthly eligibility and enrollment activity data; the March 2026 highlight page listed 74,294,361 total Medicaid and CHIP enrollees, 67,080,865 Medicaid enrollees, 7,213,496 CHIP enrollees, and a June 26, 2026 update date.
repo.lookup Inspected the canonical ledger target identity for the Kentucky August 2026 CMS Medicaid eligibility-processing ex parte renewal-share target.
result Fetched canonical slug medicaid-ex-parte-share-aug-2026-ky, unit percent, resolutionDate 2026-12-15, dataset id 5abea2e0-3f8e-4b49-a50d-d63d5fd9103c, datastore id 6165f45b-ca93-5bb5-9d06-db29c692a360, and dataPointId cms.medicaid_pi.ex_parte_renewal_share.ky.aug_2026.
repo.lookup Read public generated official-source-derived Kentucky history for this exact CMS ex parte renewal-share series, excluding the existing catalog point and interval from evidence.
result Fetched Kentucky original first-print shares: 2025-07 = 84.3 percent, 2025-09 = 88.2 percent, 2025-11 = 95.3 percent, 2026-01 = 89.6 percent, and 2026-02 = 89.9 percent.
shell.math Computed summary statistics from the five inspected Kentucky official-source-derived points.
result Fetched calculated summaries: five-point mean = 89.5 percent, latest-three mean = 91.6 percent, adjacent changes = +3.9, +7.1, -5.7, and +0.3 percentage points, mean absolute adjacent change = 4.3 percentage points, and observed range = 11.0 percentage points.

Base-rate/reference-class anchor: the most relevant outside view is Kentucky's own recent original-submission first-print run for this CMS eligibility-processing series. The level is high and stable enough that latest-value persistence near 90 percent is a stronger prior than a national or multi-state average.

Level, momentum, and mechanism: Kentucky has already reached a high-ex-parte regime, with 2025-11 at 95.3 percent and February 2026 at 89.9 percent. Momentum is mildly positive from July 2025 to February 2026, but the January 2026 pullback shows the path is cohort-sensitive rather than a smooth trend to 100 percent.

Prior/update/interval: prior model is Kentucky latest-value persistence blended with the latest-three mean, using the five inspected original first-print points from 2025-07, 2025-09, 2025-11, 2026-01, and 2026-02. Starting from latest 89.9 percent, I add +1.3 pp for the latest-three mean being 91.6 percent, +0.8 pp for high-level persistence and CMS compliance pressure, and 0.0 pp for the ceiling-constrained trend after the January dip, giving 92.0 after rounding. The 80% interval starts from realized first-print dispersion of 11.0 pp and mean adjacent move of 4.3 pp, widened for missing March-August first prints and skewed downward because upside is capped near 100.

Counter-consideration: downside outside the interval would require a manual-heavy renewal cohort, data-source outage, eligibility-system issue, or reporting break pushing Kentucky below 82.8 percent. Upside outside the interval would require nearly universal ex parte processing and favorable cohort mix pushing the first print above 98.6 percent despite the natural ceiling.

Point calculation: 89.9 latest value + 1.3 pp pull toward latest-three mean of 91.6 + 0.8 pp high-level persistence/compliance adjustment = 92.0 percent after one-decimal rounding. Interval calculation: use a lower half-width of 9.2 pp and upper half-width of 6.6 pp, reflecting the 11.0 pp observed range, 4.3 pp mean absolute move, six-month missing-data horizon, and 100 percent ceiling; 92.0 - 9.2 = 82.8 and 92.0 + 6.6 = 98.6.

Resolution-date note: the official CMS page checked this run verifies the monthly public data.Medicaid.gov release vehicle and current June 26, 2026 update pattern; I did not find a separate CMS future-dated placeholder for the exact Kentucky August 2026 row. I therefore keep the forecast tied to the canonical ledger date of 2026-12-15 and bind resolution to the first official CMS dataset print.

forecast 92.0% · 80% [82.8%, 98.6%]
92.0%
-0.2%

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 Kentucky'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.ky.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.

§

illustrative step: cms.lookupauthored, not executed

§

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.

More government data forecasts