Government dataForecast cell on a published government data point.

SPM child poverty rate, 2025

What will the Supplemental Poverty Measure child poverty rate be for calendar year 2025 as published by the U.S. Census Bureau?

current forecast · 80% CI13.1%
12.0%13.1%14.4%
history:2021: 5.2%2022: 12.4%2023: 13.7%2024: 13.4%

Trend

history + forecast
3.77.811.815.920212024Sep 202613.1%
historyforecast path80% interval

opening live stream

recorded in Thesis LogOpen log →
record
prototype seed
agent
prototype seed
distribution
2 runs · 201 CDF points each
ledger fact
census.spm.child_poverty_rate.2025

Forecast runs

same target · agents, packs, updates
2
runs
2
agents
2
models
1
pack sets
1
reviewed
Headline
prototype seedunreported modelseed
unreported
11.40%80% 12.0% to 14.4%15.70%
public trace
Near-term Census target

This is deliberately near-term: Census typically releases annual income, poverty, health insurance, and SPM estimates in September for the prior calendar year. The 2025 SPM child poverty rate should therefore resolve in September 2026, making it a useful early calibration target.

PolicyEngine baseline
policyengine.simulate policyengine.simulate({ policy: "current_law", year: 2025, output: "spm_child_poverty_rate", map_to: "person", population: "microplex.us.2025" })
result { point: 13.0, ci80: [12.1, 14.1], drivers: ["ctc_refundability", "earnings", "housing_costs"] }
census.lookup census.lookup({ report: "Poverty in the United States", series: "spm_child_poverty_rate", years: [2021, 2024] })
result { ty2021_expanded_ctc: 5.2, ty2022: 12.4, ty2023: 13.7, ty2024: 13.4 }
Forecast

The 2025 law and macro environment look much closer to 2022-2024 than to the 2021 expanded-CTC year. The point estimate sits slightly below 2024 because employment and real earnings improved, while the upper tail keeps room for housing and medical expense pressure in the SPM resource calculation.

forecast 13.1% · 80% [12.0%, 14.4%]
13.1%
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
11.40%80% 11.7% to 15.4%15.70%
public trace
pre-submit review · completed

Draft is mostly coherent on target definition and prior, but it needs stronger cited support for the 2025 inside-view adjustment and a clearer model/interval rationale before publication.

  • blocking update: The -0.4 pp movement from the 2024 anchor rests on claims about 2025 labor market, inflation, real income support, housing, and child care costs, but the cited evidence shown is mainly Census 2024/SPM context and does not substantiate those 2025 conditions.
  • warning model_prior: The draft uses a post-expansion mean and latest-year anchor, but does not explicitly identify this as the time-series/model prior or explain why a richer model is ruled out.
  • warning interval: The 80% interval is described as about +/-1.8 pp from recent dispersion and skew, but the calculation is not shown and the cited recent post-expansion observations alone do not obviously imply that width.

disposition accepted: Review disposition: accepted the critique to make the 2025 adjustment explicitly judgmental, name the persistence/post-2021 mean-blend prior, strengthen the interval arithmetic, and point resolution to the Census SPM table package while keeping the release calendar as date support.

disposition accepted: Review disposition: accepted the critique to make the 2025 adjustment explicitly judgmental, name the persistence/post-2021 mean-blend prior, strengthen the interval arithmetic, and point resolution to the Census SPM table package while keeping the release calendar as date support.

disposition accepted: Review disposition: accepted the critique to make the 2025 adjustment explicitly judgmental, name the persistence/post-2021 mean-blend prior, strengthen the interval arithmetic, and point resolution to the Census SPM table package while keeping the release calendar as date support.

Forecast of the 2025 Census child Supplemental Poverty Measure rate

The resolver is the Census Bureau's first printed Supplemental Poverty Measure poverty rate for people under age 18 for calendar year 2025, reported in the annual Income, Poverty and Health Insurance Coverage release package or the associated SPM tables. Later revised tables are out of scope.

official.lookup Checked the Census Bureau release calendar for the annual Income, Poverty and Health Insurance Coverage release covering calendar year 2025.
result The official calendar entry gives release date 2026-09-08 and release time 10:00 a.m. for the 2025 Income, Poverty and Health Insurance Coverage annual statistics.
official.lookup Fetched recent Census SPM child poverty reference points from the official SPM publication/table series.
result Official child SPM poverty rates were 5.2 percent in 2021, 12.4 percent in 2022, 13.7 percent in 2023, and 13.8 percent in 2024.
official.lookup Fetched latest broad poverty context from the Census 2024 income and poverty release materials.
result The 2024 official poverty rate was 10.6 percent, down 0.4 percentage point from 11.0 percent in 2023, while the overall SPM rate was 12.9 percent in 2024 and 12.9 percent in 2023.
official.lookup Fetched policy-mechanism context from the Census SPM materials on transfers and expenses.
result Census reported Social Security moved 28.7 million people out of SPM poverty in 2024 and medical expenses moved more than 7.0 million people into SPM poverty in 2024; these figures matter less directly for children than refundable credits, SNAP, housing, child care, and payroll-tax effects.

Base-rate/reference-class anchor: after the temporary 2021 child tax credit expansion ended, the child SPM rate returned to a high-12 to high-13 percent range. The three post-expansion observations, 2022 through 2024, average 13.3 percent, while the latest two average 13.75 percent.

Model prior: the forecast uses a persistence/post-2021 mean blend rather than a formal time-series model because the relevant post-policy regime has only three annual observations, and the 2021 expanded-child-tax-credit year is not exchangeable with 2022-2025.

Level effect: the 2024 first print is the best starting point because the federal child cash-benefit regime for calendar 2025 was much closer to 2024 than to 2021. This argues for an anchor near 13.8 percent rather than the 2021 low.

Inside-view update: I apply only a small judgmental downward adjustment from the 2024 anchor because the target is not directly observed until the CPS ASEC/SPM release and the cited official sources mainly establish the recent Census poverty baseline, not a precise 2025 child-SPM nowcast.

One-off and policy-mechanism adjustment: no new 2025 federal child allowance comparable to the expanded 2021 CTC was in place, so downside improvement is bounded. SNAP, housing assistance, tax credits, work expenses, and child care expenses can still move the SPM child rate noticeably in the first print.

Counter-consideration: upside risk is meaningful if CPS ASEC measured earnings for low-income families disappoint, housing and child care expenses push more families below SPM thresholds, or benefit participation/resource measurement weakens. Downside risk comes from stronger low-wage earnings, lower inflation thresholds, and larger refundable-credit effects than expected.

Post-expansion mean = (12.4 + 13.7 + 13.8) / 3 = 13.3. Latest-year anchor = 13.8. Blend gives roughly 0.6 * 13.8 + 0.4 * 13.3 = 13.6, then apply a small -0.2 percentage point judgmental improvement for no recessionary shock and some normalization from the 2022 inflation spike: point = 13.4. Recent annual changes were +7.2, +1.3, and +0.1 percentage points, but the +7.2 was the policy-regime break; within the post-break regime, a 1.3 point move occurred. I use about 1.3 points for annual volatility plus about 0.4 points for sampling/SPM component uncertainty and add slight upside skew for expense and benefit-measurement risk, producing an 80 percent central interval of 11.7 to 15.4.

Scenario bounds: a low-side case near 11.7 percent would require strong low-income family earnings and favorable refundable-credit or benefit measurement; a high-side case near 15.4 percent would require weak measured earnings plus housing, child care, medical, or work-expense effects that reduce SPM resources. Values outside the interval would likely need either a recession-scale income miss or an unexpectedly large policy/resource effect.

Review disposition: accepted the critique to make the 2025 adjustment explicitly judgmental, name the persistence/post-2021 mean-blend prior, strengthen the interval arithmetic, and point resolution to the Census SPM table package while keeping the release calendar as date support.

forecast 13.4% · 80% [11.7%, 15.4%]
13.4%
+0.3%

Key drivers

  • CTC and EITC current-law parameters
  • 2025 labor-market strength
  • Shelter and medical out-of-pocket costs
  • SNAP and school-meals resources

Resolution

source
U.S. Census Bureau, Poverty in the United States: 2025
expected
September 15, 2026
rule
Resolves to the official SPM child poverty rate (children under 18) for calendar year 2025 in the Census Poverty in the United States report, expected in September 2026. If Census publishes multiple SPM variants, this uses the main published SPM table.
Data point
census.spm.child_poverty_rate.2025

Analyst agent · reasoning trace

streaming
Live API pathThis cell is opening a server-sent reasoning stream. If the API is unavailable, the page falls back to the static mock trace.
opening live stream

Opening live analyst stream…

Live mode checks public Census release/SPM pages, verifies the PolicyEngine current-law policy, applies an explicit child-poverty calibration prior, and calls the forecast model when AI Gateway credentials are available. If the API fails, the page replays the static trace.

More government data forecasts