Government dataForecast cell on a published government data point.

SPM child poverty rate, 2027

What will the Supplemental Poverty Measure child poverty rate be for calendar year 2027 as published by the U.S. Census Bureau?

current forecast · 80% CI11.8%
10.5%11.8%13.4%
history:2021: 5.2%2022: 12.4%2023: 13.7%2024: 13.4%2025e: 12.9%

Trend

history + forecast
3.87.611.315.120212025eSep 202811.8%
historyforecast path80% interval

static prototype estimate · seeded forecast value

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record
prototype seed
agent
prototype seed
distribution
2 runs · 201 CDF points each
ledger fact
census.spm.child_poverty_rate.2027

Forecast runs

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2
runs
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2
models
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pack sets
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reviewed
Headline
prototype seedunreported modelseed
unreported
9.95%80% 10.5% to 13.4%17.95%
public trace
Identifying the question

The SPM child poverty rate for 2027 is dominated by the configuration of refundable credits under whatever tax regime is in force, plus the labor market. The CTC is the single largest policy lever — it directly raised the CTC sensitivity of SPM child poverty by roughly 4 percentage points during the 2021 expansion. The 2027 reading depends critically on how TCJA-extension legislation resolves.

Running the PolicyEngine microsim
policyengine.simulate policyengine.simulate({ scenario: "current_law_scheduled", year: 2027, output: "spm_child_poverty_rate", population: "microplex.us.2027" })
result { point: 13.1, ci80: [12.2, 14.0], drivers: ["CTC reverts to $1,000 / child", "EITC expansions sunset", "CTC phase-in unchanged"] }
policyengine.simulate policyengine.simulate({ scenario: "tcja_extended_full", year: 2027, output: "spm_child_poverty_rate", population: "microplex.us.2027" })
result { point: 11.4, ci80: [10.5, 12.4], drivers: ["CTC remains $2,000 / child", "$1,700 refundable portion preserved", "EITC parameters unchanged"] }
policyengine.simulate policyengine.simulate({ scenario: "tcja_extended_partial", year: 2027, output: "spm_child_poverty_rate", population: "microplex.us.2027" })
result { point: 12.2, ci80: [11.3, 13.1], drivers: ["CTC at $1,500 / child", "refundability cap retained", "EITC reverts"] }
Macro and external inputs
cbo.lookup cbo.lookup({ table: "budget_economic_outlook_2026", series: "unemployment_rate", year: 2027 })
result { baseline: 4.2%, range: [3.8%, 4.7%] }

Labor-market path is close to neutral for child poverty at this baseline — the 4.2% projected 2027 unemployment rate is near the historical average and the simulation shows ±0.3pp on child poverty over the [3.8%, 4.7%] band.

Legislative weighting

House passed a TCJA extension package in March. Senate markup is expected Q3. Conditional on the Senate moving a vehicle, full extension is the modal outcome but partial scaling (especially on CTC refundability) is a live possibility. Weighting:

P(full TCJA extension) = 0.65 · P(partial extension) = 0.20 · P(expiration) = 0.15

E[SPM child poverty 2027] = 0.65·11.4 + 0.20·12.2 + 0.15·13.1 = 11.83

Forecast
forecast 11.8% · 80% [10.5%, 13.4%]
11.8%
baseline
Thesis analyst reviewed fast run
thesis.analystgpt-5.5Jun 27, 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
9.95%80% 11.5% to 17.4%17.95%
public trace
pre-submit review · completed

Draft is mostly coherent, but the resolution date appears inferred from release patterns rather than verified from an official 2028 Census calendar or placeholder, which is blocking for publication.

  • blocking resolver: resolutionDate is set to 2028-09-12, but the draft evidence only cites the Census release calendar and prior September release pattern, not an official 2028 first-print calendar entry or release placeholder.
  • warning interval: The 80% interval is described as based on realized swings, but the conversion from historical volatility to 11.5-17.4 is only loosely specified and mixes excluded extreme-policy movement with discretionary widening.
  • info optional_suggestion: Clarify whether table B-2 is the binding resolver if the annual release changes table numbering or format.

disposition accepted: Review disposition: accepted the resolution-date critique by no longer presenting 2028-09-12 as verified and by making the rule bind to the actual first Census print, with 2028-09-30 used only as an operational resolution deadline because the official 2028 calendar entry was not available. Accepted the interval critique by making the volatility basis and judgmental widening explicit; accepted the table-numbering and numeric-tail clarifications.

disposition accepted: Review disposition: accepted the resolution-date critique by no longer presenting 2028-09-12 as verified and by making the rule bind to the actual first Census print, with 2028-09-30 used only as an operational resolution deadline because the official 2028 calendar entry was not available. Accepted the interval critique by making the volatility basis and judgmental widening explicit; accepted the table-numbering and numeric-tail clarifications.

disposition not applicable: Review disposition: accepted the resolution-date critique by no longer presenting 2028-09-12 as verified and by making the rule bind to the actual first Census print, with 2028-09-30 used only as an operational resolution deadline because the official 2028 calendar entry was not available. Accepted the interval critique by making the volatility basis and judgmental widening explicit; accepted the table-numbering and numeric-tail clarifications.

Forecast for calendar-year 2027 child Supplemental Poverty Measure poverty rate

The resolver is the Census Bureau's first published SPM poverty rate for people under age 18 for calendar year 2027. This is not the official poverty measure: SPM resources add taxes, refundable credits, and noncash transfers, and subtract necessary expenses including medical and work expenses, with thresholds adjusted for housing tenure and geography.

official.lookup Checked Census annual income, poverty, and health insurance release pages and CPS ASEC SPM table B-2 for the recent child SPM reference class.
result Fetched child under-18 SPM poverty rates: 2024 = 13.8 percent, 2023 = 13.7 percent, 2022 = 12.4 percent, and 2021 = 5.2 percent.
official.lookup Checked the 2025 Census Poverty in the United States: 2024 release page and linked SPM table for the latest first-print benchmark.
result Fetched latest first-print calendar-year 2024 child SPM poverty rate = 13.8 percent; all-person SPM poverty rate in the same release = 12.9 percent; official poverty rate = 10.6 percent.
official.lookup Checked Census historical SPM table/report context for pre-pandemic and pandemic-policy anchor points.
result Fetched pre-pandemic 2019 child SPM poverty rate = 12.6 percent and temporary-credit 2021 child SPM poverty rate = 5.2 percent, a 7.4 percentage-point gap versus 2019.
official.lookup Checked Census publication pages and newsroom calendar context for first-print timing and resolver availability.
result Fetched annual first-print publication dates of 2025-09-09 for calendar-year 2024 data and 2024-09-10 for calendar-year 2023 data; no official 2028 calendar entry for calendar-year 2027 poverty data was available in the checked Census calendar at run time.

Base-rate/reference-class anchor: absent a new 2021-scale refundable-credit expansion, the most relevant outside-view level is the post-expiration 2022-2024 range of 12.4 to 13.8 percent, with more weight on 2023-2024 because SPM thresholds, rent, medical expenses, and benefit take-up had mostly normalized after the pandemic emergency period.

Level and momentum: the recent level is already slightly above the 2019 pre-pandemic rate of 12.6 percent, and the 2023 to 2024 movement was essentially flat at +0.1 percentage point. That argues against extrapolating a large trend increase from the 2021-to-2022 jump, because that jump mostly reflected policy expiration rather than ordinary poverty momentum.

Policy mechanism: the child SPM rate is unusually exposed to refundable tax credits, SNAP, school meals, housing subsidies, medical expenses, and child-care/work-expense deductions. For 2027, my central case assumes no broad permanent 2021-style child allowance is in force for the full year, so taxes and transfers keep the rate near the post-pandemic plateau rather than returning to 2021's 5.2 percent.

Counter-consideration: a material labor-market weakening by 2027 or benefit cuts could push the rate above 17 percent, while a large refundable child-credit expansion, unusually strong real wage growth for low-income families, or lower out-of-pocket medical and child-care costs could move it below 12 percent.

Point calculation: start from a weighted recent baseline of 13.7 percent using 2022-2024 values, add +0.3 for loss of residual pandemic-era supports and higher SPM expense pressure by 2027, add +0.2 for recession/policy asymmetry because downside poverty risks are larger than upside income surprises, giving 14.2 percent. Interval: using the non-2021-reversal post-expiration evidence, 2022 to 2023 was +1.3 pp and 2023 to 2024 was +0.1 pp, while 2019 to 2024 was +1.2 pp; I treat roughly +/-2.5 pp as normal 80 percent uncertainty around 14.2, then widen and right-skew judgmentally for tax-credit, benefit, and labor-market tail risk to 11.5 to 17.4.

Review disposition: accepted the resolution-date critique by no longer presenting 2028-09-12 as verified and by making the rule bind to the actual first Census print, with 2028-09-30 used only as an operational resolution deadline because the official 2028 calendar entry was not available. Accepted the interval critique by making the volatility basis and judgmental widening explicit; accepted the table-numbering and numeric-tail clarifications.

forecast 14.2% · 80% [11.5%, 17.4%]
14.2%
+2.4%

Key drivers

  • TCJA extension status (CTC, EITC)
  • Unemployment trajectory
  • SNAP benefit levels
  • Refundable credit phase-ins

Resolution

source
U.S. Census Bureau, SPM annual release
expected
September 15, 2028
rule
Resolves to the official SPM child poverty rate (children under 18) published in the Census Poverty in the United States report covering CY2027.
Data point
census.spm.child_poverty_rate.2027

Analyst agent · reasoning trace

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Static mock traceThe reasoning below is prewritten prototype content; the page, catalog entry, and resolution rule are live.
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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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