All problems

Supply disparity · United States

On a chartbook pulled 2026-08-08, unemployment insurance reached 28.07 percent of unemployed workers in the United States in 2025 — Florida 8.33 percent against Minnesota 49.86 percent, and no federal floor on coverage is in force

In 2025 about 28 percent of unemployed workers in the United States received a regular unemployment insurance payment. The value is 28.07 percent as read from the US Department of Labor unemployment insurance chartbook on 2026-08-08, and 26.5 percent as read from the same chart …

Resolution status
not confirmed
Checked
2026-08-08
Evidence type
SecondaryPress reports and institutional documents
Outlet
not recorded
Authoring mode
Derived from press reports
Views
20

What is happening?

In 2025 about 28 percent of unemployed workers in the United States received a regular unemployment insurance payment. The value is 28.07 percent as read from the US Department of Labor unemployment insurance chartbook on 2026-08-08, and 26.5 percent as read from the same chart by the Federal Reserve Bank of Cleveland in a report published 2026-07-01. Both readings describe the same completed calendar year. Roughly three of every four unemployed workers received nothing from the program built to cover them.

The national average hides the spread that is the actual problem. For 2025, pulled 2026-08-08, the lowest jurisdiction was Florida at 8.33 percent and the highest was Minnesota at 49.86 percent, with a median of 23.86 percent across the 52 jurisdictions the chart covers. The highest is about six times the lowest. For 2024 the pair was Kentucky at 8.88 percent and Minnesota at 56.29 percent, a ratio of 6.34 to 1. Florida replaced Kentucky at the bottom of the table between those two years.

The decline is long and it is national. On chart a12 of the same chartbook the rate was 45.7 percent in 1950, 43.9 percent in 1980, 30.3 percent in 2010 and 27.3 percent in 2024. Coverage roughly halved across seventy years. The pandemic emergency programs lifted it to 74.8 percent in 2020, which is the proof that the ceiling is not structural, and it fell to 25.1 percent in 2022 — below the 2019 level of 28.1 percent.

Whose problem is this?

RoleWho
AffectedUnemployed workers in jurisdictions with short benefit duration, high earnings thresholds or heavy administrative burden — about 5.3 million people received no benefit in an average month of 2025
Raised byThe National Employment Law Project, 2025-07-15 · the White House Council of Economic Advisers, 2024-12-19 · the Federal Reserve Bank of Cleveland, 2026-07-01
DecidesState legislatures, which set duration, earnings thresholds and disqualification rules · Congress, which holds an unused lever in the federal conformity conditions · the US Department of Labor, which administers, funds administration and publishes the numbers but sets no floor
Bears the costUnemployed residents of narrow jurisdictions, who receive nothing · state economies, which lose the automatic stabilizer when the next downturn arrives · workers who never apply because they believe they are ineligible

The body that writes the rules and the body that publishes the numbers are not the same body, and neither one is answerable for the result.

Where does this problem end?

AxisThis is the problemThis is not the problem
WhatThe gap between jurisdictions in the share of unemployed workers who actually receive unemployment insurance — 8.33 percent against 49.86 percent inside one federal-state program in 2025 — and the fact that no federal conformity condition in force addresses that gapWhether a federal floor is the right remedy, or what it should require, is a legislative choice this document does not take a position on
Whether unemployment insurance should exist — it exists in every state and is already federally conditioned
The adequacy of the payment amount is a separate question, recorded here only where a source supplies it
WhoWorkers who are counted as unemployed in the household survey and are looking for workSelf-employed, contract and platform workers, who are generally outside the program by design rather than by disparity
WhereThe 50 states, the District of Columbia and Puerto RicoUnemployment protection in other countries was not examined this round
When1950 through 2026, with 2025 as the reference yearThe emergency programs of 2020 and 2021 are treated as a temporary episode, not as the baseline
Scale8.33 percent to 49.86 percent across jurisdictions in 2025 · about 5.3 million uncovered in an average monthIncome loss from all causes, and poverty measurement generally, are outside this frame

The boundary matters here because the program already exists in every state and only the reach of it differs.

What is the state now, and what should it be?

Now

IndicatorValueAs of
National recipiency rate28.07 percent2025, pulled 2026-08-08
Same indicator, same year, earlier pull26.5 percent2025, published 2026-07-01
Lowest jurisdictionFlorida, 8.33 percent2025, pulled 2026-08-08
Highest jurisdictionMinnesota, 49.86 percent2025, pulled 2026-08-08
Median jurisdiction23.86 percent2025, pulled 2026-08-08
National rate one year earlier26.75 percent on chart a13, 27.34 percent on chart a122024, both pulled 2026-08-08
National rate seventy-five years earlier45.7 percent1950, chart a12
Jurisdictions capped below the 26 week standard162025
Shortest maximum duration12 weeks in Florida, Louisiana, Arkansas and Tennessee2025
Longest maximum duration30 weeks in Massachusetts2025
National average maximum duration22.8 weeks2025
Correlation between maximum weeks and recipiency0.612025
Share of unemployed who did not apply at all74 percent2022
Federal floor on coverage, duration or recipiencynone in force2026-08-08
Bill that would create oneH.R. 4439 and S. 2312, referred to committee and not moved sinceintroduced 2025-07-16

Needs a new measurementthe target state: no source opened here names a target recipiency level, for the nation or for any jurisdiction. The full text of the leading federal reform bill was searched for the terms recipiency, share of unemployed, take-up and takeup, and returned zero occurrences. That bill sets floors on inputs — weeks of benefit, wage replacement, maximum benefit — and names no target for the outcome. A measure with no target cannot be missed, so nobody is ever in violation of it.

How big is it?

About 5.3 million people. In an average month of 2025 the United States counted 7.315 million unemployed workers aged 16 and over on the not seasonally adjusted series LNU03000000, retrieved from the public statistics interface on 2026-08-08. Applying the recipiency rate for the same year leaves 5.26 million uncovered at the higher reading of 28.07 percent and 5.38 million at the lower reading of 26.5 percent. For 2024 the same chain gives 6.761 million unemployed against a recipiency of 26.75 percent, or 4.95 million uncovered.

The band is not a confidence interval. Both ends use the same denominator and the same indicator, and the entire width is produced by which day the chartbook was queried. The uncertainty here is instability in the source rather than sampling error.

The count has holes on both sides and they run in opposite directions. The 2025 denominator is an eleven month mean, because October 2025 is absent from the returned series and no cause for the absence was established. It is a stock rather than a flow — it counts people unemployed in an average month, while the number who pass through an uncovered spell across a full year is larger and no source opened here publishes it. It leaves out people who stopped searching, since leaving the labor force removes a person from the statistic instead of moving them to the uncovered side. It leaves out self-employed and contract workers, who are usually outside the program and therefore never appear as insured unemployed at all. And it treats everyone inside the covered share as covered regardless of amount, although Ohio replaces 43 percent of prior wages and Pennsylvania 50 percent.

One further caution about the arithmetic itself. The numerator is an administrative count of insured unemployed and the denominator is a household survey, so the two halves come from different systems and are not guaranteed to be coherent. Minnesota in 2020 returns 105.5 percent on this chart, a share above one hundred, and the chart displays it without comment.

Under what conditions does it arise?

1. The federal government funds administration and sets conformity conditions, and none of those conditions is a floor on coverage. States write their own earnings thresholds, disqualification rules and benefit duration. A jurisdiction that narrows any of the three faces no federal consequence, so the cheapest lawful design is a very narrow one.

2. Narrowing benefits and lowering employer taxes are the same arithmetic. Benefit outlays feed the employer reserve ratio, which feeds contribution rates. Kentucky House Bill 4 of 2022 carries both moves in one instrument — Section 7 replaces the 26 week entitlement with a 13 step scale bottoming at 12 weeks, and Section 3 shortens the employer reserve ratio look back from twelve calendar quarters to four.

3. The saving is local and immediate while the cost is diffuse and deferred. Lower employer contributions are visible now to an organized in-state constituency. Unemployed residents with no income are not organized as a constituency, and the weakened automatic stabilizer does not arrive until the next downturn.

4. Most of the gap is not written in any statute. The Council of Economic Advisers found that differences in estimated potential eligibility explain 11 percent of the variation across states, rising to 29 percent when actual maximum durations are used. Pennsylvania and Ohio both cap at 26 weeks and stood about twenty percentage points apart in 2025. The remainder lives in earnings thresholds, administrative friction and non-application.

Repealing every duration cut in the country would therefore leave most of the spread standing.

What has been tried?

AttemptBy whomWhat was doneWhen
Unemployment insurance modernization incentive paymentsCongress and the Department of Labor, under the 2009 recovery actMade USD 7 billion available to states that adopted specified permanent eligibility provisions, with approved applications classified as Full, One-Third or Two-Third incentive payment2009
Pandemic emergency programsCongressTemporary federal programs reached workers normally outside the system and allowed up to 53 weeks of benefit in most states; recipiency reached 74.8 percent2020–2021
State contraction, continuingFlorida, North Carolina, Iowa, Kentucky and othersFlorida to 12 weeks in 2011, North Carolina to 13, Iowa from 26 to 16 in 2022, Kentucky to a sliding 12 to 24 weeks in 2022; 16 jurisdictions sat below 26 weeks in 20252011–2025
Kentucky House Bill 4, chapter 21 of the 2022 actsKentucky General AssemblyOne instrument carrying a 13 step duration scale keyed to the state average unemployment rate, a shortened employer reserve ratio look back, five weekly work-search activities of which three must be formal, a suitable-work rule after six weeks at 120 percent of the weekly benefit within 30 miles, and an employer portal for reporting declined work2022
Federal floor legislationRepresentative A in the House with Senator B and Senator C in the SenateH.R. 4439 and S. 2312 would add a conformity requirement of at least 26 weeks, bar variable duration formulas that fall below 26 weeks, set wage replacement at no less than 75 percent of the highest base-period quarter divided by 13, and set the maximum weekly benefit at no less than two-thirds of the state average weekly wageintroduced 2025-07-16, still in committee as of 2026-08-08
Publication without a targetUS Department of LaborPublishes recipiency by state and year alongside trust fund solvency and employer tax charts in one chartbook, with no chart joining the two axeschartbook created 2004-03-29, last updated 2026-08-07

Every instrument that raised coverage was either temporary or voluntary with money attached. The one instrument that would be permanent and binding has not moved in more than a year, while the instruments that lower coverage are permanent, binding and still being enacted.

What was found?

FindingObserved valueEvidence grade
National recipiency, 202528.07 percent pulled 2026-08-08 against 26.5 percent published 2026-07-01, same chart and same completed yearhigh — both readings traced to the same source
Spread across jurisdictions, 2025Florida 8.33 percent to Minnesota 49.86 percent, median 23.86 percenthigh — chart a13, pulled 2026-08-08
Long-run direction45.7 percent in 1950 falling to 27.3 percent in 2024high — chart a12, pulled 2026-08-08
Statutory eligibility as an explanation of the spread11 percent of cross-state variation, or 29 percent using actual maximum durationsmedium — single source, 2024-12-19
Two jurisdictions with identical capsPennsylvania 37.6 percent against Ohio 18.1 percent in 2025, both capped at 26 weeksmedium — single source, 2026-07-01
Earnings threshold behind that pairOhio requires 20 weeks of work at an average weekly wage of at least USD 352; Pennsylvania requires 18 weeks at at least USD 116medium — single source
Jurisdictions below the 26 week standard16 in 2025, four of them at 12 weeksmedium — one source citing a policy institute for that column
Non-application74 percent of unemployed people who had worked in the previous 12 months did not apply in 2022, and 55 percent of those believed themselves ineligiblelow — second hand; the primary page returned HTTP 403
Kentucky benefit duration in statute12 weeks when the state average unemployment rate is at or below 4.5 percent, rising in 13 steps to a maximum of 24 weeks above 10 percenthigh — enacted statute read page by page
Kentucky recipiency series20.5 percent in 2019, 8.88 percent in 2024, 12.39 percent in 2025high — chart a13
Counterfactual scale of the disparity2.4 million more workers would have received support in 2024 if every state matched Minnesotamedium — advocacy estimate, 2025-07-15
Federal floor in forcenonehigh — the pending bill is drafted to create one, which confirms none exists
Internal disagreement inside one chartbook, 202426.75 percent on chart a13 against 27.34 percent on chart a12high — both charts read on 2026-08-08
Value above one hundred percentMinnesota 105.5 percent in 2020high — displayed without comment

Why is it still unsolved?

Supply disparity — the same event, losing a job through no fault of your own, produces protection or nothing depending only on which state line it happened inside.

The first movement is that the federal lever exists and is unused. Washington funds administration and attaches conditions to the program through the tax code, and none of those conditions is a floor on how many weeks a jurisdiction must pay, how much prior work it may demand, or what share of its unemployed it must reach. The pending bill would exercise exactly this lever, which is the cleanest available evidence that the lever is there. Authority that exists and is not used is a choice inside an institution rather than a gap between institutions.

The second movement is that the incentive runs the wrong way at the level where the decision is made. Benefit outlays and employer contribution rates are connected by the reserve ratio formula, so paying fewer claimants for fewer weeks lowers a visible in-state tax. Kentucky House Bill 4 carries the duration cut and the reserve ratio recomputation in the same enacted instrument, which is as concrete as this coupling gets in primary text. Kentucky recipiency stood at 20.5 percent in 2019 and 8.88 percent in 2024. No source opened here joins the statute to the series, and the join is left to the reader rather than asserted.

The third movement is the one that keeps the pattern stable, and it is the reason repeal alone would not fix it. Most of the disparity is not in the statutes at all. Formal eligibility explains eleven percent of the variation across states, and about three quarters of unemployed workers never file a claim, of whom more than half believe they are ineligible. The source that establishes that belief declines to say how many of them are correct, which is precisely the number that decides whether this is an information problem or a statutory one. Underneath all of it sits a fourth condition that is quieter than the other three. Recipiency is published every year and owned by no one. No agency is accountable for it, no statute names a level, and the leading reform bill does not use the word.

What observation would mean it is solved?

Candidates — (a) the gap between the highest and lowest jurisdiction narrows sharply and stays narrow across several years (b) the national recipiency rate rises and holds above some named level (c) a federal floor on duration and eligibility is enacted and takes effect.

(a) alone is weak because the gap can close downward. If broad states narrow toward the narrow ones, the ratio improves while coverage falls everywhere. A convergence measure has to be read together with the level, and neither one alone tells you which direction the convergence came from.

(b) alone is weak because no level has ever been named. There is no target in any source opened here, so any threshold chosen after the fact would be chosen to be met. The national rate also moves with the composition of unemployment rather than with policy — a downturn that hits covered industries raises it without any rule changing.

(c) alone counts paper. A floor on weeks and earnings thresholds reaches the eleven to twenty-nine percent of the variation that formal eligibility explains. It does not reach the seventy-four percent of unemployed workers who never file, and a rule that nobody hears about does not raise take-up. The three have to be read together, and (c) has to be read against whether filings actually rose.

What is it connected to?

Fills with researchstate unemployment trust fund solvency and employer contribution rates, worker classification and the treatment of platform work, the design of automatic stabilizers in a recession, and administrative burden as a general feature of means-tested and insurance programs. Relation type and evidence grade were not confirmed in this round.

What these sources do not say

  • No source names a target. Not the Department of Labor, not any state statute, not the Council of Economic Advisers, not the advocacy brief. The leading federal reform bill was searched in full text for recipiency, share of unemployed, take-up and takeup and returned zero occurrences. Nobody is failing to hit a number, because no number exists.
  • The chartbook carries no data vintage. Values for the completed year 2025 differ by up to 5.8 percentage points between a pull made before 2026-07-01 and one made on 2026-08-08 — Massachusetts moves from 38.6 percent to 44.39 percent, Minnesota from 52.7 percent down to 49.86 percent. There is no revision notice, no preliminary or final flag and no as-of stamp on the chart. A citation of this indicator without a pull date is a citation of an unstable number.
  • Two charts in the same chartbook disagree. Chart a12 gives 27.34 percent for 2024 and chart a13 gives 26.75 percent for the same year. Neither page reconciles them and neither acknowledges the other.
  • Nobody splits denied from never applied. The recipiency rate merges a system that rejects people with a system that people do not approach. The same agency publishes denial and appeals data in the same reporting system, and no source opened here cross-tabulates the two.
  • The take-up finding stops exactly where it matters. Fifty-five percent of non-applicants did not apply because they believed themselves ineligible, correctly or incorrectly, and no source resolves the split. If most were wrong the problem is information and is cheap to fix; if most were right it is statutory and expensive.
  • No source attributes any state rate change to a specific statutory change. The Kentucky fall from 20.5 percent in 2019 to 8.88 percent in 2024 is visible in the published series and unattributed in every text opened here. The link has to be assembled by the reader from two separate documents.
  • The 2026 value is presented as a year. The chart returns 26.80 percent for 2026 with no indication that only about seven months of it exist, and claiming is seasonal.
  • The scorecard for the 2009 incentive payments is missing. The department page lists which states received Full, One-Third or Two-Third payments and publishes no dollar amounts per state, no total disbursed against the USD 7 billion authorized, and no evaluation of whether recipiency in adopting states subsequently rose.

See the evidence

ItemSourceConfirmation
National recipiency of 27 percent in 2024, fewer than 9 percent in Kentucky against nearly 59 percent in Minnesota, and the counterfactual that 2.4 million more workers would have received support in 2024 if every state matched MinnesotaNational Employment Law Project, 2025-07-152026-08-08
Primary series for every state-level value used here — US 26.75 percent in 2024, 28.07 percent in 2025 and 26.80 percent for the partial year 2026; Kentucky 8.88 percent and Minnesota 56.29 percent in 2024; Florida 8.33 percent and Minnesota 49.86 percent in 2025; the Minnesota 105.5 percent value for 2020; and the definition of recipiency as insured unemployed in regular programs measured against total unemployed. Retrieval caution — this bare address renders a default view for 1976 and shows none of these values; the cited figures require a parameterized query against the chartfwd form on the same host, one year at a timeUS Department of Labor, Employment and Training Administration, unemployment insurance chartbook, chart a132026-08-08
National long-run series from 1950 to 2024 — 45.7 percent in 1950, 43.9 percent in 1980, 30.3 percent in 2010, 74.8 percent in 2020, 25.1 percent in 2022 and 27.3 percent in 2024 — and the 27.34 percent value for 2024 that disagrees with chart a13. Same retrieval caution as chart a13US Department of Labor, Employment and Training Administration, unemployment insurance chartbook, chart a122026-08-08
The chartbook catalogue showing that recipiency sits in one section and trust fund solvency and employer tax charts sit in another, with no chart joining them; also the form fields by which the parameterized charts are reachedUS Department of Labor, Employment and Training Administration, chartbook index2026-08-08
National recipiency just under 30 percent in 2023 with a state range from about 10 percent to about 55 percent; the denominator defined as total unemployed in the household survey; and the finding that differences in estimated potential eligibility explain 11 percent of state variation, or 29 percent using actual state maximum durations; plus the list of take-up barriersWhite House Council of Economic Advisers, Improving Access to Unemployment Insurance, 2024-12-19, archived2026-08-08
The 2025 state table read before 2026-07-01 — Florida 8.0 percent, Minnesota 52.7 percent, US 26.5 percent, Pennsylvania 37.6 percent, Ohio 18.1 percent, Massachusetts 38.6 percent; maximum weeks by state with four jurisdictions at 12 weeks and Massachusetts at 30; national average maximum 22.8 weeks; correlation 0.61 between weeks and recipiency; Ohio requiring 20 weeks at USD 352 against Pennsylvania 18 weeks at USD 116; replacement rates of 43 and 50 percent; the 2020 peak of 77.1 percent; and the second-hand take-up figures of 74 percent and 55 percent for 2022Federal Reserve Bank of Cleveland, community development special report, 2026-07-012026-08-08
Enacted text of Kentucky House Bill 4 — Section 7 replacing the 26 week entitlement with a 13 step duration scale from 12 weeks at or below 4.5 percent to 24 weeks above 10 percent, Section 3 shortening the employer reserve ratio look back from twelve calendar quarters to four, Section 5 requiring five weekly work-search activities of which three must be formal, Section 2 deeming work suitable after six weeks at 120 percent of the weekly benefit within 30 miles, and Section 8 creating an employer reporting portalKentucky Legislative Research Commission, acts of the General Assembly, chapter 21 of the 2022 regular session2026-08-08
Full text of the pending federal bill — the floor of at least 26 weeks added to the federal conformity conditions and the bar on variable duration formulas below 26 weeks, the wage replacement floor of 75 percent of the highest base-period quarter divided by 13, and the maximum benefit floor of two-thirds of the state average weekly wage; plus the verified absence of the terms recipiency, share of unemployed, take-up and takeup anywhere in the textUS Government Publishing Office, H.R. 4439 of the 119th Congress, introduced version2026-08-08
Bill provenance and status — sponsor, introduction on 2025-07-16, and referral to the Committee on Ways and Means and the Committee on the BudgetUS Government Publishing Office, H.R. 4439 details page2026-08-08
Denominator for the affected-population chain — unemployment level for people aged 16 and over, not seasonally adjusted, averaging 6.761 million across twelve months of 2024 and 7.315 million across the eleven months returned for 2025, with October 2025 absent from the seriesUS Bureau of Labor Statistics public statistics interface, series LNU030000002026-08-08
The 2009 attempt — USD 7 billion in modernization incentive payments made available to states adopting specified permanent eligibility provisions, with approved applications classified as Full, One-Third or Two-Third, and no dollar amounts, no total disbursed and no outcome evaluation published on the pageUS Department of Labor, Employment and Training Administration, approved incentive payment applications2026-08-08
Would have supplied an oversight body account of program design and administrative variation as drivers of declining recipiencyUS Government Accountability Office, report on unemployment insurance transformationURL not confirmed: HTTP 403 returned by the host to every automated fetch, so the report is not relied on anywhere above
Would have been the primary source for the take-up figures of 74 percent and 55 percent for 2022US Bureau of Labor Statistics, The Economics Daily, 2023-04-14URL not confirmed: HTTP 403 under the automated retrieval policy of the host; the figures are used second hand and flagged as such
Would have supplied an independent 2023 state series as a check on the chartbookFederal Reserve Bank of Minneapolis, 2025URL not confirmed: HTTP 403 returned to every automated fetch

Read directly and end to end — the enacted Kentucky statute, the full text of H.R. 4439, the Cleveland Fed report, the archived Council of Economic Advisers paper, and the three chartbook pages together with the statistics interface that supplied the unemployment level. Those are primary documents, and the evidence_tier: secondary declaration reflects the document as a whole rather than each row: the take-up figures, the maximum-weeks column and the oversight framing are all second hand because the hosts holding them refused automated retrieval. Where the sources disagree the disagreement is left visible rather than resolved — the advocacy brief gives nearly 59 percent for Minnesota in 2024 against 56.29 percent on the chart it cites, while its national and Kentucky figures match closely; the same chartbook returns 27.34 percent and 26.75 percent for 2024 on two different charts; and the 2025 state values shift by as much as 5.8 percentage points depending only on the date of the pull, which is why every figure above carries one. Two claims are arithmetic performed here rather than printed anywhere: the affected-population product, and the statement that the highest jurisdiction is about six times the lowest. This is a Path A output (research-based definition), so observation_refs is empty and provenance_mode: press-derived.

This table holds 14 evidence rows, 11 of which carry a source you can open · 7 distinct sources. How this table is made

People affected

Estimated range 5,260,0005,380,000 As of 2025, average month

Derivation chain

TermValueSourceAssumption
Unemployed people aged 16 and over in the United States, not seasonally adjusted, averaged across the months returned for 20257,315,000US Bureau of Labor Statistics public statistics interface, series LNU03000000, pulled 2026-08-08October 2025 is absent from the returned series and no cause for the absence was established, so this is an eleven month mean rather than a twelve month one. If the missing month were seasonally atypical the denominator shifts slightly, but not enough to move the headline at the precision stated. This is a stock, not a flow, so it counts people unemployed in an average month rather than everyone who passes through an unemployment spell in a year.
Share of unemployed people receiving a regular unemployment insurance payment in 20250.281US Department of Labor, Employment and Training Administration, unemployment insurance chartbook chart a13, pulled 2026-08-08This is the higher of the two available readings of recipiency for 2025 and therefore produces the LOW end of the affected population. The same chart read by the Federal Reserve Bank of Cleveland before 2026-07-01 gives 26.5 percent for the same completed year, and that reading produces the high end. The chartbook carries no vintage stamp, no revision notice and no preliminary or final flag, so the difference between the two readings is instability in the source rather than sampling error.
Unemployed people receiving no unemployment benefit, computed as the unemployment level multiplied by one minus the recipiency rate5,260,000Derived here from the two terms above; no source prints this product7.315 million multiplied by 0.7193 gives 5.26 million and sets the low end. The paired computation at a recipiency of 26.5 percent gives 5.38 million and sets the high end. Both are rounded outward to three significant figures, so the published band is marginally wider than the computed one rather than narrower. The same chain applied to 2024, using 6.761 million unemployed and a recipiency of 26.75 percent, gives 4.95 million.

Sensitivity The width of the band is not statistical uncertainty. Both endpoints use the same denominator and the same indicator, and the entire spread of about 120 thousand people is produced by which day the chartbook was queried, because values for the completed year 2025 changed silently between a pull made before 2026-07-01 and one made on 2026-08-08. What this number fails to count: people who stopped searching for work, since leaving the labor force removes a person from the household survey rather than adding them to the uncovered side; self-employed, contract and platform workers, who are generally outside the program by design and so never appear as insured unemployed at all; and the difference between being denied a claim and never filing one, which this single figure merges. The limit in the opposite direction is that the number overstates nothing about hardship but understates the annual total badly, because it is a monthly stock rather than an annual flow and no source opened here publishes the flow. A further caution on the arithmetic itself: the numerator of the recipiency rate is an administrative count and the denominator is a household survey, so the two halves come from different systems and need not be coherent, and the same chart returns 105.5 percent for Minnesota in 2020 without comment.

Regional breakdown Recipiency rates are published for all 52 jurisdictions, but the matching state level unemployment counts were not retrieved in this round, so no state figure can be computed by the same chain. Splitting the national figure by population share is not permitted and would in any case be wrong here, since the whole point of the problem is that the rate varies from 8.33 percent in Florida to 49.86 percent in Minnesota.

What is missing 2

Grouped by how it gets filled, not by block number — that axis is the only one that tells a reader what can be done next.

1Fills with researchThe material exists. We simply have not looked yet.
  • Section
    What is it connected to?

    state unemployment trust fund solvency and employer contribution rates, worker classification and the treatment of platform work, the design of automatic stabilizers in a recession, and administrative burden as a general feature of means-tested and insurance programs. Relation type and evidence grade were not confirmed in this round.

    Fills with research
1Needs a new measurementNo published source carries this value. Someone has to count it.
  • Section
    What is the state now, and what should it be?

    the target state: no source opened here names a target recipiency level, for the nation or for any jurisdiction. The full text of the leading federal reform bill was searched for the terms recipiency, share of unemployed, take-up and takeup, and returned zero occurrences. That bill sets floors on inputs — weeks of benefit, wage replacement, maximum benefit — and names no target for the outcome. A measure with no target cannot be missed, so nobody is ever in violation of it.

    Needs a new measurement

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