Government dataForecast cell on a published government data point.

SPM poverty rate, 2025

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

current forecast · 80% CI12.7%
12.0%12.7%13.5%
history:2021: 7.8%2022: 12.4%2023: 12.9%2024: 12.9%

Trend

history + forecast
6.99.411.914.420212024Sep 202612.7%
historyforecast path80% interval

static prototype estimate · seeded forecast value

recorded in Thesis LogOpen log →
record
prototype seed
agent
prototype seed
distribution
2 runs · 201 CDF points each
ledger fact
census.spm.all_people_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
11.42%80% 12.0% to 13.5%13.98%
public trace
Identifying the Census target

Overall SPM poverty is less CTC-sensitive than child poverty but more exposed to housing, medical, SNAP, and labor-market inputs. This 2025 target resolves roughly a year earlier than the prior 2026 SPM cell, making it a better near-term calibration target.

PolicyEngine baseline
policyengine.simulate policyengine.simulate({ policy: "current_law", year: 2025, output: "spm_poverty_rate", map_to: "person" })
result { point: 12.6, ci80: [12.0, 13.3], drivers: ["tax credits", "housing costs", "medical expenses"] }
census.lookup census.lookup({ series: "spm_poverty_rate", years: [2021, 2024] })
result { expanded_credit_low: 7.8, post_expansion_plateau: [12.4, 12.9] }
Forecast

The model stays close to the 2022-2024 post-expansion plateau. Improved employment and real earnings pull down slightly; shelter and medical expense pressure keep the rate near the 2024 level.

forecast 12.7% · 80% [12.0%, 13.5%]
12.7%
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
11.42%80% 11.6% to 13.8%13.98%
public trace
pre-submit review · completed

Draft is broadly publishable but needs clearer cited support for the 2025 inside-view update, an explicit model-prior statement, and a defensible interval basis.

  • warning model_prior: The draft uses a 2022-2024 average as a persistence prior but does not explicitly state whether a time-series/model prior was used or ruled out.
  • warning update: The movement from the 12.7 prior to 12.6 relies on claims about 2025 labor market, inflation, housing costs, transfers, and real income, but the cited public evidence is almost entirely Census release/table material rather than evidence for those 2025 conditions.
  • warning interval: The 80% interval is asserted as roughly -1.0/+1.2 points but is not tied to realized volatility, backtest error, survey error, or a stated subjective uncertainty calculation.

disposition accepted: Review disposition: accepted the reviewer requests to name the persistence model prior, reduce the inside-view adjustment to a mostly persistence forecast, state an interval basis tied to recent non-pandemic SPM movement plus subjective measurement/policy uncertainty, and make the Census event-calendar URL the auditable resolver source.

disposition accepted: Review disposition: accepted the reviewer requests to name the persistence model prior, reduce the inside-view adjustment to a mostly persistence forecast, state an interval basis tied to recent non-pandemic SPM movement plus subjective measurement/policy uncertainty, and make the Census event-calendar URL the auditable resolver source.

disposition accepted: Review disposition: accepted the reviewer requests to name the persistence model prior, reduce the inside-view adjustment to a mostly persistence forecast, state an interval basis tied to recent non-pandemic SPM movement plus subjective measurement/policy uncertainty, and make the Census event-calendar URL the auditable resolver source.

Forecast for 2025 all-people SPM poverty rate

The target is the Census Bureau first print for calendar-year 2025 all people under the Supplemental Poverty Measure, not a later revised table and not the official poverty measure.

official.lookup Checked the Census Bureau Event Calendar for the Income, Poverty, and Health Insurance release covering calendar-year 2025.
result Official Census event-calendar lookup identified the 2025 income, poverty, and health-insurance release date as 2026-09-08; the calendar page revision observed was 2026-01-29.
official.lookup Opened the Census Bureau Supplemental Poverty Measure Data Tables page and latest Poverty in the United States table listing.
result Census listed Poverty in the United States: 2024 with release date 2025-09-09 and report number P60-287; the page linked Table B-2 for 2009 to 2024.
official.lookup Used Census Table B-2 for the all-people SPM reference class.
result Fetched recent all-people SPM rates: 2024=12.9 percent, 2023=12.9 percent, 2022=12.4 percent, 2021=7.8 percent.

Base-rate/reference-class anchor: the model prior is a simple persistence prior using the 2022-2024 post-pandemic-transfer-regime mean, about 12.7 percent, because the 2020 and 2021 pandemic-transfer years are poor comparators for 2025.

official.lookup Checked Census Table B-series context around official and supplemental poverty tables for the latest release.
result The latest Census table page showed 2024 official poverty table A-1 and SPM tables B-2 through B-7; latest official poverty context was 2024=10.6 percent while SPM all-people was 2024=12.9 percent.

Level and momentum: because this run did not fetch a separate quantitative 2025 macro model, the inside-view update is deliberately small. I treat labor-market, inflation, shelter, medical-expense, and transfer assumptions as qualitative reasons for near-persistence rather than a strong directional override.

Counter-consideration: if 2025 shelter and medical out-of-pocket adjustments run hotter than cash-income gains, or if survey income measurement weakens, the rate could stay near 13.5 or above despite continued employment growth.

Point estimate: start from the 2022-2024 average (12.4+12.9+12.9)/3=12.73, apply only a small -0.1 persistence-plus-mild-income adjustment, and round to 12.6. For the 80% interval, recent non-pandemic-transfer year-to-year moves include 2022 to 2023 of +0.5 and 2023 to 2024 of 0.0, but SPM is sensitive to thresholds, expenses, survey measurement, and policy mechanics, so I use a subjective central interval of about -1.0/+1.2 percentage points around the point: 11.6 to 13.8.

Upside scenario: a weaker 2025 CPS ASEC income print, higher necessary expenses, or reduced effective transfers puts the first print around 13.8 to 14.3. Downside scenario: stronger lower-wage real earnings and stable transfer receipt bring it near 11.5. Outside-the-interval downside would require a broader income surprise or policy effect not evident from the baseline.

Review disposition: accepted the reviewer requests to name the persistence model prior, reduce the inside-view adjustment to a mostly persistence forecast, state an interval basis tied to recent non-pandemic SPM movement plus subjective measurement/policy uncertainty, and make the Census event-calendar URL the auditable resolver source.

forecast 12.6% · 80% [11.6%, 13.8%]
12.6%
-0.1%

Key drivers

  • Refundable credit policy in 2025
  • Rent and medical out-of-pocket costs
  • Employment and wage growth
  • SNAP and housing assistance

Resolution

source
U.S. Census Bureau, Poverty in the United States: 2025
expected
September 15, 2026
rule
Resolves to the official Supplemental Poverty Measure poverty rate for all people in calendar year 2025, as published in the Census Poverty in the United States report expected in September 2026.
Data point
census.spm.all_people_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: policyengine.simulateauthored, not executed
illustrative step: census.lookupauthored, 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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