IESET.
Hypotheses·labour·biden_ira_chips_fiscal_inflation_pass_through

US Biden IRA + CHIPS 2022 fiscal expansion produced measurable industrial investment gains without triggering persistent wage-price spiral once supply-side pandemic disruptions resolved.

SUPPORTEDengine/runs/biden_ira_chips_fiscal_inflation_pass_through

SUPPORTED — real manufacturing construction 42.0% from 2022-08 to 2025-12; 2025-Q4 core PCE 2.81% YoY; 2025-Q4 AHE wage growth 3.79% YoY

confidence cueThis is a clear pass for the claim as written. It still applies only to this sample, period, and method.

policy briefNeeds review

In ordinary language

In plain terms, this asks whether ira chips fiscal impulse is actually linked to better or worse cpi all items from 2018 to 2025.

plain answer

The data clearly moved in the predicted direction. real manufacturing construction 42.0% from 2022-08 to 2025-12; 2025-Q4 core PCE 2.81% YoY; 2025-Q4 AHE wage growth 3.79% YoY

why it matters

Labor-market rules often help some workers while risking job loss or slower hiring for others. This test looks for that tradeoff in observable employment or unemployment data.

how the test works

It compares 1 country or place units from 2018 to 2025, using a local projections design.

what was measured
What changed
  • Ira chips fiscal impulse
What we checked
  • Cpi all items
  • Cpi core pce
  • Average hourly earnings
what this does not prove

A single test is not the whole truth. It narrows the claim under a specific sample, time period, and method. Strong policy conclusions need the pattern to survive nearby tests, alternative data, and serious objections.

verification

4 input datasets, 0 unresolved missing series, provenance status: partial provenance.

Results

engine/runs/biden_ira_chips_fiscal_inflation_pass_through
1007550250201820222025USA
illustrative sketch · run pending
No coefficients yet. When the model fires, this chart will show cpi_all_items across 1 sampled countries over 20182025.
The shapes above are stylised — none of the lines are real data.
Placeholder for biden_ira_chips_fiscal_inflation_pass_through. Published chart will be generated from engine/runs/biden_ira_chips_fiscal_inflation_pass_through/chart_data.json.

Who has skin in the game — schools predicting on this

1 school list this hypothesis as a test of their position. The chips below are school-level scoreboard outcomes, not a second hypothesis verdict.

hypothesis verdict vs scoreboard outcome

The banner verdict judges this hypothesis as written. The scoreboard asks whether each school's polarity-corrected prediction was right. Raw status is not a school win: SUPPORTED supports schools that needed SUPPORTED, but refutes schools that needed REFUTED.

Pre-registration

pre-registered
first-spec commit bae09ab · 2026-04-29T22:09:42Z
run generated · 2026-05-03T11:18:20Z

US Biden IRA + CHIPS 2022 fiscal expansion produced measurable industrial investment gains without triggering persistent wage-price spiral once supply-side pandemic disruptions resolved.

Falsification criterion — what would disprove this

set before the run · honoured after

This hypothesis is considered falsified if:

Primary v2 descriptive test starts at August 2022, when CHIPS and IRA were enacted. It is supported if real manufacturing construction spending is at least 25% above its August 2022 level by December 2025, while 2025-Q4 core PCE inflation is below 4.0% year-over-year and 2025-Q4 average-hourly-earnings growth is below 4.5% year-over-year. It is refuted if real manufacturing construction spending is less than 10% above August 2022 by December 2025 or if both core PCE and wage growth exceed their wage-price-spiral thresholds. Otherwise it is partial/weakened.

formal test & threshold
test:      fred_mfg_construction_core_pce_wage_2022_2025
threshold: support if real mfg construction >=+25%, core PCE <4.0%, AHE wage growth <4.5%; refute if construction <+10% or both inflation and wage thresholds breach

Method

Template
local_projections
Fixed effects
Clustering
HAC
Sample
1 countries · 20182025
Evidence type
associational

Local projections of inflation and wage-price dynamics on identified IRA/CHIPS fiscal-impulse shocks (CBO-scored outlay paths) using monthly US time series 2020-2025. HAC standard errors. Counterfactual decomposition of supply-side normalisation.

Data

VariableSourceTransform
cpi_all_items
outcome
fred:CPIAUCSLtier 1
log_yoy
cpi_core_pce
outcome
fred:PCEPILFEtier 1
log_yoy
average_hourly_earnings
outcome
bls:CES0500000003tier 1
log_yoy
manufacturing_construction_spending
outcome
fred:TLMFGCONStier 1
log
ira_chips_fiscal_impulse
treatment
derived:cbo_ira_chips_outlay_pathtier 4
level
oil_price_brent
control
imf_pcps:POILBREtier 1
log_yoy
federal_funds_rate
control
fred:FEDFUNDStier 1
level
unemployment_rate
control
fred:UNRATEtier 1
level
import_price_index
control
fred:IRtier 1
log_yoy

ready  ·  pending  ·  reconstruct-needed

Detailed result card

Result card - biden_ira_chips_fiscal_inflation_pass_through

Verdict: SUPPORTED - real manufacturing construction 42.0% from 2022-08 to 2025-12; 2025-Q4 core PCE 2.81% YoY; 2025-Q4 AHE wage growth 3.79% YoY

Predeclared Test

Support requires real manufacturing construction spending to be at least 25% above its August 2022 level by December 2025, with 2025-Q4 core PCE inflation below 4.0% YoY and 2025-Q4 private average hourly earnings growth below 4.5% YoY. Refutation triggers if real construction growth is below 10% or both inflation and wage growth breach the wage-price-spiral thresholds.

Scope Note

This is a descriptive post-enactment outcome test. It does not identify a causal IRA/CHIPS outlay shock or separate these laws from other industrial-policy, monetary-policy, and supply-chain forces.

Strongest opposing argument

Every hypothesis ships with its charitable opposing argument. The framework earns credibility by handling objections at their strongest, not weakest.

Notes

Stub seeded from MMT school prediction about Biden IRA/CHIPS fiscal pass-through. v2 pins a narrow descriptive test using local FRED manufacturing-construction, core-PCE, and wage vintages. It does not identify a CBO outlay shock or causally separate IRA/CHIPS from other industrial-policy and supply-chain forces.

Authored framework. Read the transparency note.