This reading edition presents the supporting record, including dates, limits and open questions. It preserves the recorded findings; a source note is not a certification that every claim is settled.
- Source file
- PF01_Where_the_Benefit_Stopped_20260905.docx
- Source file fingerprint
- f9e5441b9897b5baf6479dd183e40b458fa33b1857e91d946067903c2400fff7
- Checked
- 2026-09-05
- Status
- Original numerical tables preserved as supplied; only explicitly identified headline comparisons independently checked.
- Tables
- Table
- 1
- Headers
- Item
- Figure
- Period
- Source
- Rows
- Home price to household income
- 5.0x, against 3.2x averaged through the 1990s
- 2025
- Harvard JCHS, State of the Nation's Housing 2026, 17 Jun 2026
- Renters cost burdened (over 30% of income)
- 22.7 million — 49% of all renters
- 2024
- JCHS from Census ACS
- Renters severely burdened (over 50%)
- 12.1 million — 26% of all renters
- 2024
- JCHS from Census ACS
- Renters earning under $30,000
- 83% cost burdened; 67% severely burdened
- 2024
- JCHS from Census ACS
- Rise in cost-burdened renters since 2019
- up 2.3 million households
- 2019–2024
- JCHS
- Rental units under $1,000 per month
- fell by more than 7 million
- 2014–2024
- JCHS
- Renter income against rent
- incomes up 9% in real terms; rents up 30%
- 2001–2024
- JCHS
- Home prices
- up 54% nationwide
- 2020–2025
- JCHS
- Property tax and insurance
- tax up 31%; premiums up 72%
- 2019–2025
- JCHS
- Family health premium
- $26,993, of which the worker pays $6,850
- 2025
- KFF Employer Health Benefits Survey, 22 Oct 2025
- Family premium against wages and prices
- premium up 148.1%; production and nonsupervisory wages up 94.5%; CPI up 64.9%
- 2005–2025
- Computed from KFF, BLS AHETPI, BLS CPI-U
- Health spending
- $5.3 trillion; $15,474 per person; 18.0% of GDP
- 2024
- CMS National Health Expenditure Accounts
- Public four-year tuition and fees, real
- up 244% above inflation
- 1980–81 to 2023–24
- NCES Digest 2024, Table 330.10
- Private four-year tuition and fees, real
- up 205% above inflation
- 1980–81 to 2023–24
- NCES Digest 2024, Table 330.10
- Student loan debt outstanding
- $1.651 trillion
- Q2 2026
- Federal Reserve Bank of New York, 11 Aug 2026
- Groceries
- up 33.0%
- 2019 to Jul 2026
- BLS CPI, food at home
- Food as share of before-tax income
- bottom fifth 33.0%; top fifth 6.4%
- 2024
- USDA ERS from BLS Consumer Expenditure Survey
- Centre-based infant care
- $15,636 per year — 30.8% more than in-state public four-year tuition ($11,950)
- 2025 / 2025–26
- Child Care Aware of America, 14 May 2026; College Board, Nov 2025
- Table
- 2
- Headers
- Item
- Figure
- Period
- Source
- Rows
- Corporate profits after tax, share of GDP
- 12.07% — the highest reading since the series opens
- Q2 2026
- BEA NIPA, CPATAX divided by GDP
- The same measure, historical average
- 6.13%
- 1947–1999
- BEA NIPA
- Chief executive to typical worker pay
- 281 to 1 (realised measure); 212.6 to 1 (granted measure)
- 2024
- Economic Policy Institute, 25 Sep 2025
- The same ratio
- 21 to 1
- 1965
- Economic Policy Institute
- The same ratio
- 60 to 1
- 1989
- Economic Policy Institute
- Chief executive pay growth
- up 1,094%
- 1978–2024
- Economic Policy Institute
- Typical worker pay growth, same period
- up 26%
- 1978–2024
- Economic Policy Institute
- Table
- 3
- Headers
- Measure
- Current
- Peak
- Rows
- BLS, nonfarm business sector labor share, index 2017 = 100
- 93.446 (Q2 2026) — lowest since the series opens in 1947
- 117.123 (Q4 1960). Current level is 20.2% below.
- BEA, employee compensation as a share of gross domestic income
- 50.32% (Q2 2026) — lowest since the series opens
- 58.73% (Q1 1970). Current level is 8.4 points below.
- Table
- 4
- Headers
- Group
- Q1 2026
- Q3 1989
- Rows
- Top 1%
- 31.6%
- 22.8%
- Next 9%
- 36.3%
- 38.0%
- Next 40%
- 29.6%
- 35.7%
- Bottom 50%
- 2.5%
- 3.5%
- Table
- 5
- Headers
- Measure
- Change
- Source
- Rows
- Real median household income
- up 38.6% over forty years (1984 to 2024); up 0.6% since 2019
- Census CPS ASEC, 2024 dollars
- Real median usual weekly earnings, full-time
- up 15.2% over forty years (1986 to 2026); up 12.8% since 1979
- BLS CPS, 1982–84 dollars
- Table
- 6
- Headers
- Estimate
- 2022 share
- Note
- Rows
- World Inequality Database (Piketty, Saez, Zucman)
- 20.73% pre-tax
- Series carried forward flat for 2023 and 2024 — those years are extrapolation, not observation
- Congressional Budget Office, Jan 2026
- 18% before transfers and taxes; 14% after
- Rose from 9% and 7% respectively in 1979
- Auten and Splinter (Treasury / JCT), May 2025
- 15.5% pre-tax; 10.3% after
- The principal lower-bound estimate
- Additional checks
- Checked
- 2026-09-05
- Method
- Compared specified PF01 entries with the original research publishers. Original tables retained; unlisted claims remain unverified.
- Housing source
- Open source
- Housing date
- 2026-06-17
- Confirmed table 1 rows
- 2
- 3
- 5
- 6
- 8
- 9
- Qualifications
- Row 6: the under-$1,000 rental threshold is in real (inflation-adjusted) dollars.
- Row 1: the release supports nearly five times income in 2025, but not the exact 5.0/3.2 historical comparison.
- Rows 4 and 7 are not established by the inspected release. The full report returned HTTP 403.
- Health source
- Open source
- Health date
- 2025-10-22
- Confirmed health row
- 10
- Health scope
- Employer-sponsored family coverage; average total premium $26,993, worker contribution $6,850. Survey covers non-federal public/private employers with ten or more workers. These are not all household medical costs.
- Unverified
- The premium/wage/CPI row is resolved in premium_growth_check. Remaining unlisted PF01 claims still require verification.
- National health spending
- Table 1 row
- 12
- Status
- confirmed
- Source
- Open source
- Source section
- Historical NHE, 2024
- Period
- 2024
- Values
- Total trillion dollars
- 5.3
- Per person dollars
- 15474
- Share of gdp percent
- 18.0
- Scope
- National spending across public and private payers. The per-person amount is not a household out-of-pocket bill. Do not add employer premiums to this total.
- Student debt
- Table 1 row
- 15
- Status
- confirmed
- Source
- Open source
- Publication date
- 2026-08-11
- Source section
- Household Debt and Credit Developments as of Q2 2026, Student Debt row
- Period
- 2026 Q2
- Balance trillion dollars
- 1.651
- Scope
- Outstanding nominal student-loan balance estimated from the New York Fed Consumer Credit Panel/Equifax. This is a stock of debt, not annual tuition or annual payments.
- Premium growth check
- Checked
- 2026-09-05
- Table 1 row
- 11
- Status
- All three components resolved against identified sources: premium corrected to 146.2%; wage 94.5% and CPI 64.9% reproduced with annual-average qualification.
- Source
- Open source
- Source file fingerprint
- a24a224c2322dd42e74a772f61fc324d55f24849fcfce08129fdd290e19f2821
- Cells
- 2005
- Figure 1.12!C11
- 2025
- Figure 1.12!C31
- Premium 2005 dollars
- 10962
- Premium 2025 dollars
- 26993
- Formula
- (26993 / 10962 - 1) * 100
- Calculated percent
- 146.24156175880313
- Display percent
- 146.2
- Pf01 percent
- 148.1
- Editorial resolution
- Use 146.2% when citing this downloaded 2025 table. The origin of PF01’s 148.1% remains unresolved; do not label it a verified KFF result.
- Limits
- Current downloaded series, not a reconstruction of an earlier vintage. The 2025 KFF survey excludes employers with fewer than ten workers. Wage averages describe this employee group, not every worker’s raise. CPI describes an average basket, not each family’s costs.
- Recent context
- Period
- 2020–2025
- Premium percent
- 26
- Wages percent
- 28.6
- Inflation percent
- 23.5
- Source
- Open source
- Section
- Cost of Health Insurance, Premium Changes Over Time
- Implication
- The longer-run claim must not imply premiums outpaced wages in every shorter period.
- Annual series checks
- Ahetpi
- Source
- Open source
- Producer
- Bureau of Labor Statistics
- Annual means
- 2005
- 16.115000000000002
- 2025
- 31.33833333333333
- Monthly observations
- 2005
- 12
- 2025
- 12
- Calculated percent
- 94.46685282862755
- Display percent
- 94.5
- Cpiaucns
- Source
- Open source
- Producer
- Bureau of Labor Statistics
- Annual means
- 2005
- 195.29166666666666
- 2025
- 321.943
- Monthly observations
- 2005
- 12
- 2025
- 11
- Calculated percent
- 64.8524002560273
- Display percent
- 64.9
- Series file file fingerprint
- 721f26ae640bf014e454e6988a457f5148e424dfcc4060fbf048e89895b57560
- Method
- Arithmetic mean of available monthly observations in each calendar year, then (2025 mean / 2005 mean - 1) * 100. AHETPI is seasonally adjusted hourly earnings of production and nonsupervisory private-sector employees; CPIAUCNS is unadjusted all-items CPI-U.
- Missing month
- October 2025 CPI is unavailable because of the lapse in appropriations. The 2025 CPI mean uses eleven published months; 2005 uses twelve.
- Missing month source
- Open source
- Food cost checks
- Checked
- 2026-09-05
- Grocery prices
- Table 1 row
- 16
- Status
- confirmed with explicit baseline
- Source
- Open source
- Producer
- Bureau of Labor Statistics
- Series
- Food at home CPI-U, U.S. city average, not seasonally adjusted, 1982–1984=100
- Source file fingerprint
- 3d89f67a708fe370e2e7669f43c45538cad5c865bd9d23b9fc01e8a5eb03edd6
- Baseline
- 2019 calendar-year average of twelve monthly observations
- Baseline index
- 241.7745
- Endpoint
- July 2026
- Endpoint index
- 321.643
- Formula
- (July 2026 index / 2019 annual mean - 1) * 100
- Calculated percent
- 33.034294352795676
- Display percent
- 33.0
- Scope
- A price-index comparison, not proof every household’s grocery spending rose by this amount. The starting point is an annual average, not July or December 2019.
- Food income share
- Table 1 row
- 17
- Status
- confirmed
- Source
- Open source
- Publication date
- 2026-04-30
- Data year
- 2024
- Lowest fifth percent
- 33.0
- Highest fifth percent
- 6.4
- Denominator
- before-tax income
- Scope
- Food spending across income groups, not a groceries-only price index. A comparison between groups in 2024 does not establish a change over time. Do not mix this denominator with older after-tax-income charts.
- Tuition checks
- Checked
- 2026-09-05
- Source
- Open source
- Source file fingerprint
- 90241331c9b8026c7455d041f696ed4adc4f078951079b0ba9856c9938a981fd
- Table
- NCES Digest 2024, Table 330.10
- Period
- 1980–81 to 2023–24
- Units
- constant 2023–24 dollars; CPI adjusted to academic-year basis
- Public
- Table 1 row
- 13
- Status
- confirmed
- Earlier
- 2872
- Later
- 9872
- Calculated percent
- 243.73259052924791
- Rounded percent
- 244
- Column
- Tuition and required fees, four-year, public institutions
- Private
- Table 1 row
- 14
- Status
- correction required for consistent category
- Earlier all private
- 12925
- Later all private
- 35911
- Calculated percent
- 177.8413926499033
- Rounded percent
- 178
- Later nonprofit private
- 39408
- Mixed category percent
- 204.89748549323016
- Pf01 percent
- 205
- Finding
- 205% is reproducible by comparing the historical all-private row with the later nonprofit row. This suggests a category mismatch; it does not prove how the original author calculated it. Use 178% for the all-private comparison.
- Scope
- Average charges for full-time students, weighted by full-time-equivalent undergraduate enrollment. These are published tuition and required fees, not net prices after aid. Public amounts use in-district tuition. Institutional coverage changes after 1995–96 are documented in the table; this is not a fixed cohort of colleges.
- Remaining housing checks
- Checked
- 2026-09-05
- Status
- Research leads recovered; direct report inspection remains incomplete
- Rows
Table 1 row Finding Source Additional source 1 Indexed text from Harvard’s 2026 State of the Nation’s Housing, printed page 23, gives 4.7 for 2025 and a 3.2 average in the 1990s. PF01 gives 5.0 for 2025. Treat this as a discrepancy requiring direct-page confirmation. Open source Not recorded 4 The directly inspected June summary states 66% spent more than half their income. PF01 and indexed Rental Housing report text give 67%. Neither value is adopted as reconciled. The 83% total-burden rate is confirmed by the June summary and included in the reading table; severe burden remains open. Open source Open source 7 The publisher’s Six Takeaways page is a located lead for the 9% income / 30% rent comparison, but direct access returned 403. No verification claimed. Open source Not recorded - Release rule
- Use the confirmed 83% total-burden rate. Keep the severe-burden rate, exact historical home-price ratio and long-run rent/income comparison qualified until reconciled.
- Profit share check
- Checked
- 2026-09-05
- Table 2 rows
- 1
- 2
- Status
- Numerical ratio, historical average, and series maximum confirmed
- Source file fingerprint
- 3e27dd2fe18282a7b9d0f5ac4d4843a8e841f42c694888f4eb1feba86903b1c5
- Sources
- Producer
- Bureau of Economic Analysis
- Numerator
- Corporate profits after tax with inventory valuation and capital consumption adjustments, CPATAX, BEA A551RC
- Denominator
- Gross domestic product, GDP, BEA A191RC
- Units
- Both inputs in billions of current dollars, seasonally adjusted annual rates
- Formula
- 100 * CPATAX / GDP in the same quarter
- Latest
- Date
- 2026-04-01
- Profit billion
- 3921.445
- Gdp billion
- 32486.066
- Ratio percent
- 12.071159985945975
- Historical mean percent
- 6.13078753788538
- Historical period
- 1947 Q1 through 1999 Q4
- Historical quarters
- 212
- Record test period
- 1947 Q1 through 2026 Q2
- Record test quarters
- 318
- Peak
- Date
- 2026-04-01
- Profit billion
- 3921.445
- Gdp billion
- 32486.066
- Ratio percent
- 12.071159985945975
- Limits
- Ratio of two national-account series, not profit divided by corporate sales, not an individual firm’s margin, and not evidence that households received no gains. Annualized inputs are not literal cash received during the quarter. Historical mean is the arithmetic mean of quarterly ratios. Results reflect the downloaded data vintage and may be revised.
- Labor share check
- Checked
- 2026-09-05
- Table
- 3
- Status
- Both rows reproduced; extrema checked over 318 quarters each
- Source file fingerprint
- 4f5243bef224ad00722b1f79d48119c1c9634ccf6a85918f2f47ddbb47d8ccc4
- Sources
- Checks
- Prs85006173
- Quarters checked
- 318
- Latest
- Date
- 2026-04-01
- Value
- 93.446
- Minimum
- Date
- 2026-04-01
- Value
- 93.446
- Maximum
- Date
- 1960-10-01
- Value
- 117.123
- Relative decline from peak percent
- 20.215499944502792
- Point decline from peak
- 23.677000000000007
- Coe/gdi
- Quarters checked
- 318
- Latest
- Date
- 2026-04-01
- Value
- 50.315452169508205
- Minimum
- Date
- 2026-04-01
- Value
- 50.315452169508205
- Maximum
- Date
- 1970-01-01
- Value
- 58.7312320271082
- Relative decline from peak percent
- 14.32930923995529
- Point decline from peak
- 8.415779857599993
- Definitions
- Prs85006173
- BLS nonfarm-business labor-share index for all workers; seasonally adjusted; 2017=100. An index level is not a percentage share.
- Coe/gdi
- 100 times BEA compensation of employees paid divided by gross domestic income; both current-dollar series at seasonally adjusted annual rates.
- Limits
- Distinct measures with different scope. Do not combine them or infer that the remainder of either is corporate profit. Declining share does not by itself mean declining real pay. Current data vintage; revisions can change history.
- Ceo pay check
- Checked
- 2026-09-05
- Table 2 rows
- 3
- 4
- 5
- 6
- 7
- Status
- Confirmed against publisher’s Figure A and Table 1; underlying proprietary microdata not independently replicated
- Source
- Open source
- Publication date
- 2025-09-25
- Values
- 2024 realized ratio
- 280.72
- 2024 granted ratio
- 212.57
- 1965 realized ratio
- 20.62
- 1989 realized ratio
- 60.11
- 1978 2024 real ceo growth percent
- 1094
- 1978 2024 real worker growth percent
- 26
- Rounding
- PF01’s 281, 212.6, 21, and 60 are consistent with the published values. Growth rates use EPI’s unrounded inputs; do not recalculate from rounded dollar amounts in Table 1.
- Scope
- CEOs of the 350 largest U.S. firms by sales. Realized pay includes exercised options and vested stock awards; granted pay values those awards at grant. Worker compensation includes wages and benefits for production/nonsupervisory workers. Ratios average firm-specific comparisons; they are not a ratio of two overall averages.
- Qualification
- The source describes the 2024 CEO value as projected. Earlier ratios use a separately documented historical construction; this is not a fixed panel of the same people.
- Comparison limit
- The 1978–2024 worker growth series uses all-private-sector production/nonsupervisory compensation. The CEO-to-worker ratio uses workers in the firms’ industries. Keep these denominators distinct.
- Real income check
- Checked
- 2026-09-05
- Table
- 5
- Status
- Both rows reproduced with explicit periods
- Sources
- Source file fingerprint
- d623f2fd689519aa200b408d21a8d85929df1f69d42a9f01f971760821c0ce95
- Download format
- FRED returned a ZIP containing annual.csv and quarterly.csv because the series have different frequencies.
- Calculations
Comparison Start date End date Start value End value Calculated percent Display percent Household income, forty years 1984-01-01 2024-01-01 60420.0 83730.0 38.57994041708044 38.6 Household income, since 2019 2019-01-01 2024-01-01 83260.0 83730.0 0.5644967571462933 0.6 Weekly earnings, forty years 1986-04-01 2026-04-01 328.0 378.0 15.243902439024382 15.2 Weekly earnings, since 1979 1979-04-01 2026-04-01 335.0 378.0 12.8358208955224 12.8 - Definitions
- Household income: Census annual median in 2024 dollars using the published inflation adjustment. Weekly earnings: BLS median usual earnings of full-time wage and salary workers age 16+, before deductions, in 1982–84 CPI-adjusted dollars, seasonally adjusted. Quarterly dates ending 04-01 represent Q2.
- Limits
- Weekly comparisons use Q2 in every endpoint year, not annual averages. These are population medians, not a fixed group followed over time. Household composition and the employed population can change. Different units and inflation methods mean their dollar levels should not be compared directly.
- Wealth share check
- Checked
- 2026-09-05
- Table
- 4
- Status
- All eight endpoint values confirmed; each column sums to 100%
- Source file fingerprint
- 09170313f1619005348aa362641c0671480bbbda482d34710cc86901d78313ce
- Producer
- Federal Reserve Board, Distributional Financial Accounts
- Rows
Group Series Source 1989 q3 percent 2026 q1 percent Change percentage points Top 1% WFRBST01134 Open source 22.8 31.6 8.8 Next 9% WFRBSN09161 Open source 38.0 36.3 -1.7 Next 40% WFRBSN40188 Open source 35.7 29.6 -6.1 Bottom 50% WFRBSB50215 Open source 3.5 2.5 -1.0 - Definition
- Groups ranked by household wealth; net worth means assets minus liabilities. Quarterly shares of aggregate net worth, not seasonally adjusted.
- Method
- The DFA combines aggregate Financial Accounts with the triennial Survey of Consumer Finances. Quarterly estimates are not a fresh quarterly survey of every household.
- Limits
- Shares of wealth are not shares of annual income or shares of wealth gains. A group’s share can fall while its dollar wealth rises. Membership can change between dates; no fixed cohort or causal claim is established.
- Income share checks
- Checked
- 2026-09-05
- Table
- 6
- Cbo
- Status
- Four rounded shares confirmed in the January 2026 report text
- Source
- Open source
- 1979
- Before percent
- 9
- After percent
- 7
- 2022
- Before percent
- 18
- After percent
- 14
- Scope
- Top 1% of households; before includes market income and social insurance. After adds means-tested transfers and subtracts federal taxes. Includes noncash benefits; not spendable cash.
- Locators
- Income Groups’ Shares of Income Before Transfers and Taxes, 1979 to 2022
- Income Groups’ Shares of Income After Transfers and Taxes, 1979 to 2022
- Terms Used in This Report
- Auten splinter
- Status
- Both 2022 endpoint values confirmed in the authors’ published workbook; underlying tax microdata not independently replicated
- Paper
- Open source
- Workbook
- Open source
- Source file fingerprint
- 5f5847e1215767782a857d4f6e2fab8e7347a309a9e6a6d8e7f0e275d234a502
- Cells
- Year
- T-A1!A67
- Pretax share
- T-A1!B67
- Aftertax share
- T-A1!D67
- 2022
- Pretax percent
- 15.506403408610703
- Aftertax percent
- 10.307886285285074
- Method limits
- National-income estimates exclude capital gains; allocation assumptions include government consumption and deficits. The baseline is not a universal lower bound on inequality. The authors distinguish their sensitivity ranges from confidence intervals (May 2025 paper, pages 7–9).
- Recovery
- The spreadsheet URL printed in the paper returned 404. The author’s research home page linked the available AS-Update-2025.xlsx file.
- Wid
- Status
- 2022–2024 published values and population definition confirmed; year-specific extrapolation classification remains unresolved
- Source
- Open source
- Metadata source
- Open source
- Source file fingerprint
- ffca2b9eef776420b4f2754b2598a6bc81382f8f9604f78327aa6c02341d06b4
- Metadata file fingerprint
- 18777df2d9f1dd67b7474f9f1bfe0c3878dae883b41f6ffd0b29a781502fae43
- Series in download
- sptincj992
- Series in dictionary
- sptinc992j
- Code note
- Downloaded bulk format places population j before age 992; the dictionary example uses age before population. Identity checked against the explicit age/pop columns and metadata, not code order alone.
- Population
- Adults; resources split equally within couples, then ranked as individuals rather than households
- Percentile
- p99p100
- Values
Country Variable Percentile Year Value Age Pop Data quality US sptincj992 p99p100 2022 0.2073 992 j 5 US sptincj992 p99p100 2023 0.2073 992 j 5 US sptincj992 p99p100 2024 0.2073 992 j 5 - Concept
- Pre-tax national income; pension distributions already included. Not cash wages, household income, or wealth.
- Remaining check
- The bulk files supply quality scores but no year-specific extrapolation field for this series. Identical values do not establish observation, extrapolation, or absence of change. Consult the cited extension paper or API imputation metadata before describing 2023–2024 as independently measured outcomes.
- Extension note checked
- Technical Note 2025/10, version February 13, 2026, checked September 5. It describes expanded global coverage but does not establish this series’ 2023–2024 imputation status. Next source needed: year-specific API metadata or the US processing/extension code.
- Extension note source
- Open source
- Comparison rule
- Do not average the three estimates or call them a statistical confidence interval. Establish matching income concepts, populations, tax and transfer treatments, and dates before direct comparison.
- Argument and action revision
- Date
- 2026-09-05
- Source passage
- PF01 section 1: The question is not who was helped along the way — it is where the benefit stopped.
- Preservation
- Quoted sentence retained; source DOCX unchanged. New public-benefit standard and request are proposed editorial language awaiting final author review.
- Scope
- Restores the user’s citizen-benefit argument without repeating unsupported universal claims that industry always gains, every essential cost outran wages over one shared period, or no household benefited.
- Action
- One named measure, its promised benefit, responsible office, dated evidence request, reply record and correction route; no message sent.
- Low income housing check
- Checked
- 2026-09-05
- Table
- 1
- Row
- 4
- Source
- Open source
- Source date
- 2026-06-17
- Status
- 83% cost-burden figure confirmed; severe-burden percentage conflicts across source materials
- Confirmed
- In 2024, 83% of renter households earning under $30,000 spent more than 30% of income on housing.
- Discrepancy
- The directly inspected June summary states 66% spent more than half their income. PF01 and indexed Rental Housing report text give 67%. Neither value is adopted as reconciled.
- Definitions
- Income group is renter households under $30,000, not all renters. Housing burden includes housing and utilities. Severe burdens are included within total burdens.
- Next evidence
- Figure 21 notes inspected in the publicly available report PDF whose filename includes embargoed. They establish classification conventions, not the cause of the 66/67 difference. Obtain the two reports’ unrounded tables and edition dates before attributing the difference to rounding, sample or error.
- Report notes check
- America’s Rental Housing 2026, printed pages 25–26, reports 67% severe burden. Figure 21 adjusts household incomes with CPI-U, treats zero or negative income as severely burdened, and treats households owing no rent as unburdened. These conventions must accompany a comparison.
- Report notes source
- Open source
- Home ratio context
- The June summary describes existing home prices as nearly five times median income, versus about three in the 1990s. That broad wording does not resolve PF01’s exact 5.0 versus the indexed 4.7 for 2025.
- Housing ownership check
- Checked
- 2026-09-05
- Sources
- Census
- Period
- 2025 Q4; November and December only
- Population
- Households with householder under 35
- Homeownership percent
- 37.9
- Margin of error percentage points
- 0.8
- Confidence percent
- 90
- Location
- Table 6, printed page 9
- Limit
- No October collection because of lapse in federal funding. Census cautions against quarter comparisons. This is not the share of all people under 35 who own homes, nor a verified change from 1980.
- Gao
- Observation year
- 2024
- Publication date
- 2026-03-24
- Markets
- Cincinnati
- Dallas
- Jacksonville
- Nashville
- Phoenix
- Seattle
- Definition
- Investors with at least 5,000 single-family homes nationwide and homes in at least five metro areas
- Single family rental share range percent
- 4
- 22
- All single family share
- Less than 1% to 3%
- Limit
- Selected, nongeneralizable six-market sample. Definition differs from some prior studies. No national estimate or investor-caused reduction in young homeownership established.
- Original claim status
- Original chapbook 1980-to-present ten-point decline and national all-single-family three-percent claim not established by these sources. Original wording preserved in review disclosure.
- Student debt check
- Checked
- 2026-09-05
- Balance
- Source
- Open source
- Publication date
- 2026-08-11
- Period
- 2026 Q2
- Trillions dollars
- 1.651
- Quarterly change billions
- -7
- Annual change billions
- 13
- Measure
- New York Fed Consumer Credit Panel, nationally representative sample of anonymized Equifax credit data
- Limit
- Credit-report-based aggregate; not an average borrower balance or the same measure as every federal lending statistic. Does not establish repayment duration, household affordability, or interest growth relative to wages.
- Repayment source
- Open source
- Repayment limit
- FSA calculator estimates eligible plans, monthly payment, total principal/interest and end date; eligibility depends on loan type and disbursement date, and final terms are set by servicer after processing. No average realized repayment duration established. No plan enrollment or financial account access performed.
- Original claim status
- The undated $1.7 trillion figure is replaced with a named and dated measure, not declared false across all datasets. Interest-faster-than-wages and average generation-to-repay claims require matched income/interest data and observed borrower-cohort repayment histories; omitted from proposed prose, preserved in original.