IESET.
Hypotheses·healthcare·uk_attlee_reforms_output_health_outcomes

UK post-1945 Attlee reforms (NHS, nationalisation of coal/rail/steel, expanded public housing) delivered measurable improvements in life expectancy and child mortality without undermining subsequent 1950s-1960s growth.

REFUTEDengine/runs/uk_attlee_reforms_output_health_outcomes

refuted — Only 0 of 3 primaries hold. Failed: life-expectancy, infant-mortality, 1950s growth. UK 1950s growth +1.69%/yr; LE gain +3.29y (peer-mean +4.45y); IMR cut 41.4% (peer-mean 53.5%).

confidence cueThis test cuts against the claim as written or misses its pre-declared threshold.

policy briefNeeds review

In ordinary language

Does the healthcare rule being tested improve access, cost, or outcomes for patients, or does it mainly shift pressure around the system?

plain answer

The data did not support the prediction. Only 0 of 3 primaries hold.

why it matters

This matters because healthcare claims should change belief only when they survive a pre-declared empirical test.

how the test works

It compares 10 country or place units from 1945 to 1969, using a descriptive design.

what was measured
What changed
  • Attlee reform indicator
What we checked
  • Life expectancy at birth
  • Infant mortality
  • Real income per capita
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

No evidence packet has been generated yet.

Results

engine/runs/uk_attlee_reforms_output_health_outcomes
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Who has skin in the game — schools predicting on this

9 schools 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 4c8ce8e · 2026-07-18T22:11:21Z

UK post-1945 Attlee reforms (NHS, nationalisation of coal/rail/steel, expanded public housing) delivered measurable improvements in life expectancy and child mortality without undermining subsequent 1950s-1960s growth.

Falsification criterion — what would disprove this

set before the run · honoured after

This hypothesis is considered falsified if:

PRIMARY (dispositive, three sub-tests, all must hold for SUPPORTED): (1) UK life-expectancy at birth gain 1948→1969 ≥ +3.0 years AND UK gain does NOT lag the 8-peer (DEU,FRA,NLD,BEL,ITA,SWE,DNK,NOR,CHE minus DEU where data missing) mean gain by more than 1.0 year. (2) UK infant-mortality proportional reduction 1950→1969 ≥ 40% AND does NOT lag the peer-mean reduction by more than 10 percentage points. (3) UK 1950s real GDP per capita growth (Maddison mpd2020 mean annual log-growth 1950-1959) ≥ +2.0%/yr. Verdict mapping: 3/3 → SUPPORTED. 2/3 → partial. ≤1/3 → refuted. INFORMATIVE (non-gating): UK SD-distance from peer mean for both health metrics; per-country peer growth comparison. METHOD_VALID: peer coverage ≥ 6/9 for life-expectancy, ≥ 5/8 for infant-mortality; UK series present at all anchor years.

formal test & threshold
test:      uk_attlee_three_primary_health_growth_check_1948_1969
threshold: PRIMARY: (uk_le_gain >= 3.0y AND uk_le_lag <= 1.0y) AND (uk_imr_reduction >= 0.40 AND uk_imr_lag <= 0.10) AND (uk_1950s_mean_log_growth >= 0.020).

Method

Template
descriptive
Sample
10 countries · 19451969
Evidence type
associational

UK 1945-1969 single-country time-series compared against a 9-country continental peer set (DEU, FRA, NLD, BEL, ITA, SWE, DNK, NOR, CHE) on life-expectancy gain, infant-mortality reduction, and 1950s real-GDP-per-capita growth. Anchor years 1948 (post-war stabilization, coincides with NHS launch) and 1950 (broad IMR peer coverage). Not causal — postwar global growth tailwinds and welfare-state convergence confound clean attribution to the Attlee bundle. Peer-relative comparison partially controls for global tailwinds; it cannot control for selection on prior trend because UK and most peers also expanded social-insurance / health-service coverage in the same window (NL Sickness Benefit Act 1947, French Sécurité Sociale 1945, etc.).

Data

VariableSourceTransform
life_expectancy_at_birth
outcome
owid:life-expectancytier 2
level
infant_mortality
outcome
owid:infant-mortalitytier 2
level
real_gdp_per_capita
outcome
maddison:mpd2020tier 3
log
attlee_reform_indicator
treatment
constructed:indicator = 1 for years >= 1945 (Attlee government inauguration); also marks NHS launch 1948 and major nationalisations tier 5
indicator
log_population
control
world_bank_wdi:SP.POP.TOTLtier 2
log

ready  ·  pending  ·  reconstruct-needed

Detailed result card

UK Attlee-era reforms: health outcomes & growth path (1945–1969)

Verdict: refuted — Only 0 of 3 primaries hold. Failed: life-expectancy, infant-mortality, 1950s growth. UK 1950s growth +1.69%/yr; LE gain +3.29y (peer-mean +4.45y); IMR cut 41.4% (peer-mean 53.5%).

Summary

  • Life expectancy at birth, UK 1948→1969: 68.37 → 71.66 years (gain +3.29y). Peer-mean gain across 8 continental peers: +4.45y (SD 1.80y). UK lag vs peer-mean: +1.16y; UK SD-distance from peer mean: -0.64.
    • PRIMARY 1 (FAIL): UK gain ≥ 3.0y AND UK lag ≤ 1.0y.
  • Infant mortality, UK 1950→1969: 3.15 → 1.84 (OWID per-100 units), a 41.4% reduction. Peer-mean reduction (8 peers, DEU dropped — coverage starts 1968): 53.5%. UK lag: +12.1pp; UK SD-distance: -1.73.
    • PRIMARY 2 (FAIL): UK reduction ≥ 40% AND UK lag ≤ 10pp.
  • 1950s real GDP per capita growth (Maddison 1950→1959 mean YoY log-growth), UK: +1.69%/yr. Peer-mean: +3.74%/yr (range +2.41% to +7.83%).
    • PRIMARY 3 (FAIL): UK ≥ 2.0%/yr.

Method

Three pre-registered primary statistics, all dispositive:

  1. UK life-expectancy gain 1948→1969 vs the 9-country continental peer mean (DEU,FRA,NLD,BEL,ITA,SWE,DNK,NOR,CHE). Anchor 1948 instead of 1945 to avoid wartime-mortality asymmetry (NLD 1944 famine, FRA German occupation, ITA front, etc.) — using 1945 would mechanically advantage UK vs continental peers.
  2. UK infant-mortality proportional reduction 1950→1969 vs peer-mean reduction. DEU is dropped from this peer set (OWID infant-mortality coverage starts 1968 only). Anchor 1950 rather than 1949 broadens peer coverage from 3 to 8. The OWID series appears to be expressed per-100 live births rather than the more common per-1000 — this does not affect proportional-reduction comparisons.
  3. UK Maddison real GDP per capita YoY log-growth, mean over 1950-1959, against the spec's stated 2%/yr threshold.

Verdict logic: 3/3 → SUPPORTED, 2/3 → partial, ≤1/3 → refuted. INFORMATIVE (non-gating): UK SD-distance vs peer-mean for both health metrics; peer-country growth comparison.

Important caveat (in spec disclosure): none of these primary tests are causal. Postwar global growth tailwinds and welfare-state convergence confound clean attribution to the Attlee bundle (NHS, nationalisations, public housing, National Insurance). Even if all three primaries pass, this evidence is consistent with the democratic-socialist claim, not proof of it.

Data

  • owid:life-expectancy (1543–2023, broad coverage)
  • owid:infant-mortality (1949+ for most peers; DEU 1968+)
  • maddison:mpd2020 (gdppc, real GDP per capita)
  • world_bank_wdi:SP.POP.TOTL (population control, manifest only)

Notes

Stub seeded from a democratic-socialist school prediction about Attlee-era reforms. The 1945-1969 growth path is hard to attribute to any single reform; needs human review of counterfactual specification.

Authored framework. Read the transparency note.