Government dataForecast cell on a published government data point.

Official poverty rate, 2025

What will the official U.S. poverty rate be for calendar year 2025 as published by the U.S. Census Bureau?

current forecast · 80% CI10.4%
9.8%10.4%11.1%
history:2021: 11.6%2022: 11.5%2023: 11.1%2024: 10.6%

Trend

history + forecast
9.510.311.111.920212024Sep 202610.4%
historyforecast path80% interval

static prototype estimate · seeded forecast value

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

Forecast runs

same target · agents, packs, updates
4
runs
4
agents
3
models
3
pack sets
1
reviewed

Pack visualizer

3 packs
selected pack

Base-rate-first

method

Forces the agent to anchor on a resolved reference class before applying inside-view adjustments.

Open pack page →
version
0.1.0
pack id
base-rate-first
pack set
Census official-poverty pack set
agents
brier-1.packed
used by
Brier-1 · Census cash-income packs
Headline
prototype seedunreported modelseed
unreported
9.53%80% 9.8% to 11.1%11.97%
public trace
Cash-income target

The official poverty measure excludes taxes, refundable credits, and noncash benefits, so it is a cleaner near-term read on cash-income and labor-market strength than SPM.

census.lookup census.lookup({ report: "Poverty in the United States", series: "official_poverty_rate", years: [2021, 2024] })
result { y2021: 11.6, y2022: 11.5, y2023: 11.1, y2024: 10.6 }
policyengine.simulate policyengine.simulate({ policy: "current_law", year: 2025, output: "official_poverty_rate", map_to: "person", income_definition: "cash_income" })
result { point: 10.5, ci80: [9.9, 11.0], drivers: ["earnings", "social_security_income", "threshold_indexation"] }
Forecast

The central path continues the 2023-2024 improvement but slows it. A recession would have shown more clearly in the 2025 labor market by now, so the upper tail is moderate rather than extreme.

forecast 10.4% · 80% [9.8%, 11.1%]
10.4%
-0.2%
Control · cash trend
brier-1.controlgpt-5.4Jun 14, 2026

No-pack ablation using only the official poverty history and broad labor-market direction.

No packs
9.53%80% 9.7% to 11.4%11.97%
public trace
Control run

Without packs, this run extrapolates the 2021-2024 official poverty trend and checks whether labor-market deterioration is large enough to reverse the decline.

census.lookup census.lookup({ report: "Poverty in the United States", series: "official_poverty_rate", years: [2021, 2024] })
result { y2021: 11.6, y2022: 11.5, y2023: 11.1, y2024: 10.6 }

Control trend holds the 2024 rate at 10.6 with a mild downward labor-income adjustment offset by threshold growth.

The interval is wider because the control does not model cash-income composition or ASEC release noise explicitly.

forecast 10.6% · 80% [9.7%, 11.4%]
10.6%
baseline
Brier-1 · Census cash-income packs
brier-1.packedgpt-5.4Jun 14, 2026

Pack-enabled run that bridges PolicyEngine cash income to the Census official poverty release.

Census official-poverty pack set
9.53%80% 9.7% to 11.0%11.97%
public trace
Pack-enabled run
brier.pack.apply brier.pack.apply({ packs: ["base-rate-first@0.1.0", "cash-income-bridge@0.1.0", "asec-release-calibration@0.1.0"], target: "census.official_poverty_rate.2025" })
result { admitted: 3, mode: "with_packs", required_checks: ["reference_class", "cash_income_bridge", "asec_release_error"] }
policyengine.simulate policyengine.simulate({ policy: "current_law", year: 2025, output: "official_poverty_rate", map_to: "person", income_definition: "cash_income" })
result { point: 10.5, ci80: [9.9, 11.0], drivers: ["earnings", "social_security_income", "threshold_indexation"] }

Packed estimate = 10.6 base rate - 0.2pp labor-income improvement - 0.1pp cash-income bridge adjustment = 10.3.

The packs pull the center slightly below the no-pack trend and narrow the high side because the official measure excludes noncash benefit volatility.

forecast 10.3% · 80% [9.7%, 11.0%]
10.3%
-0.3%
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
9.53%80% 10.3% to 11.8%11.97%
public trace
pre-submit review · completed

The draft is close, but it needs tighter support for the model/interval/update logic and one arithmetic coherence fix before publication.

  • warning model_prior: The draft gives a recent average and persistence anchor, but does not use or explicitly rule out a time-series/model prior.
  • warning update: The +0.4 point move from the 2024 level relies on weak labor market, wage, and inflation claims, but the cited evidence only clearly supports some labor-market context.
  • warning interval: The 80% interval of 10.3 to 11.8 is described as based on recent dispersion and uncertainty, but the realized-volatility calculation is not shown.

disposition accepted: Review disposition: accepted the coherence fix by making the update +0.4 throughout, added an explicit persistence/recent-mean model prior, tied the update mainly to cited labor evidence, weakened uncited wage and inflation claims, and added an uncertainty decomposition for the 80 percent interval.

disposition accepted: Review disposition: accepted the coherence fix by making the update +0.4 throughout, added an explicit persistence/recent-mean model prior, tied the update mainly to cited labor evidence, weakened uncited wage and inflation claims, and added an uncertainty decomposition for the 80 percent interval.

disposition accepted: Review disposition: accepted the coherence fix by making the update +0.4 throughout, added an explicit persistence/recent-mean model prior, tied the update mainly to cited labor evidence, weakened uncited wage and inflation claims, and added an uncertainty decomposition for the 80 percent interval.

Forecast for the 2025 U.S. official poverty rate first print

The resolver is the Census Bureau official poverty measure for calendar year 2025, reported as the percentage of people in poverty in the first Poverty in the United States: 2025 release/Table A-1 from CPS ASEC. This is not the SPM: taxes, refundable credits, SNAP, housing-cost adjustments, work expenses, medical expenses, and geographic threshold adjustments do not define this official-poverty target.

official.lookup Opened Census Poverty in the United States: 2024 report page and highlights.
result Fetched 2024 official poverty rate 10.6 percent, 35.9 million people in poverty, 0.4 percentage point decrease from 2023, SPM 12.9 percent, Social Security moved 28.7 million people out of SPM poverty, report date 2025-09-09.
official.lookup Opened Census Poverty in the United States: 2023 report page and highlights.
result Fetched 2023 official poverty rate 11.1 percent, 36.8 million people in poverty, 0.4 percentage point decrease from 2022, SPM 12.9 percent, child SPM 13.7 percent, report date 2024-09-10.
official.lookup Opened Census Poverty in the United States: 2022 report page and highlights.
result Fetched 2022 official poverty rate 11.5 percent, 37.9 million people in poverty, SPM 12.4 percent, child SPM 12.4 percent, report date 2023-09-12.
official.lookup Checked Census release-calendar path and recent first-release dates for the same report series.
result Fetched recent same-series release dates 2023-09-12, 2024-09-10, and 2025-09-09; used the Census release calendar/schedule path for the 2026 first-release target date 2026-09-08.
official.lookup Checked labor-market release context for 2025 from the February 2026 Employment Situation reporting cycle.
result Fetched January 2026 unemployment rate 4.3 percent, December 2025 unemployment rate 4.4 percent, January 2026 payroll gain 130000, and revised 2025 payroll gain 181000.

Reference class/base rate: the last three first-print official poverty rates are 11.5, 11.1, and 10.6 percent. A simple recent average is 11.07 percent, while the latest level is 10.6 percent. The explicit model prior is persistence blended with the recent mean and realized one-year changes, not a richer time-series model, because only a short recent first-print official series was fetched in this fast run.

Level and momentum: 2024 was already low, so further large declines are harder. The cited labor-market evidence points to some upward risk from 10.6, but the update is kept moderate because the draft did not fetch a full cited table for 2025 earnings, inflation, or transfer-income offsets.

Policy mechanism: because the official measure is pretax cash income, many 2025 changes to taxes, credits, SNAP, medical costs, and housing costs matter less directly than they would for the SPM. Cash earnings, Social Security cash income, unemployment, and official poverty-threshold changes are the main channels for this resolver.

Counter-consideration: a downside-to-poverty scenario is that cash earnings and Social Security income keep pretax cash income ahead of thresholds, leaving the rate near 10.5. An upside poverty scenario is that weak hiring, reduced hours, and CPS sampling produce a sharper reversal to 11.7 or more. Outside the interval would likely require either a surprisingly broad cash-income gain below the median or a much worse late-2025 labor shock than the annual averages imply.

Recent mean = (10.6 + 11.1 + 11.5) / 3 = 11.07. Recent year-to-year first-print changes were -0.4 and -0.5 percentage points, and the three-year level range is 0.9 points. Start from the 2024 level of 10.6 and apply a +0.4 point labor-market and mean-reversion update, giving 10.6 + 0.4 = 11.0. The 80 percent interval uses about +/-0.75 points: roughly 0.5 points for recent annual movement plus several tenths for CPS sampling, income-composition, and release uncertainty, rounded to 10.3 to 11.8.

Review disposition: accepted the coherence fix by making the update +0.4 throughout, added an explicit persistence/recent-mean model prior, tied the update mainly to cited labor evidence, weakened uncited wage and inflation claims, and added an uncertainty decomposition for the 80 percent interval.

forecast 11.0% · 80% [10.3%, 11.8%]
11.0%
+0.4%

Key drivers

  • Pretax cash income growth
  • Employment and hours worked
  • Household composition
  • CPI-U poverty-threshold indexation

Resolution

source
U.S. Census Bureau, Poverty in the United States: 2025
expected
September 15, 2026
rule
Resolves to the official poverty rate for all people in calendar year 2025 in the Census Poverty in the United States report, expected in September 2026. This uses the official poverty measure, not the Supplemental Poverty Measure.
Data point
census.official_poverty_rate.2025

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.

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illustrative step: census.lookupauthored, not executed
illustrative step: policyengine.simulateauthored, not executed

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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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