Policies·au_gonski_school_funding_review_2012

Gonski school-funding review

AUS·2011 – 2013·ALP-Greens-Independentscandidate

What the policy did

David Gonski-chaired Review of Funding for Schooling (report Feb 2012) proposed needs-based Schooling Resource Standard replacing indexation- based SES model. Gillard government announced A$14.5bn commitment Apr 2013 with state bilateral signings through Jun 2013; enacted as Australian Education Act 2013 with subsequent Coalition revisions.

Policy-content fingerprint — what this policy moved, on which axes

Per invariant 3, reforms are scored by what they did on each channel-separated axis, not by the party that enacted them. This fingerprint is how the policy-match engine finds historical analogues.

intended

↑

spending level

fiscal.spending_level

General government spending as share of GDP, excluding transfers already captured under fiscal.transfer_expansion to avoid double-counting.

increased · moderate

higher spending share

Incremental school-funding commitment across six years.

↑

transfer expansion

fiscal.transfer_expansion

Size of cash and near-cash transfer programmes (unemployment benefits, means-tested assistance, universal child benefits). Architecturally distinct from forced-saving schemes — see condition welfare_architecture.

increased · weak

larger transfer footprint

Needs-based loadings to disadvantaged students.

Enacted by

australia_gillard_alp_2010_2013

Empirical evidence — linked hypotheses

Explicit links are curated by the author. Inferred links are hypotheses in the library that test the same axes this policy moved — the framework's answer to "what does the data say about a policy like this?".

Large welfare states sustain long-run real GDP per capita growth when paired with market flexibility (low product- and labour-market barriers), trade openness, and fiscal discipline (debt-to-GDP below 90%), but not when paired with rigid product and labour markets, in an OECD and rich- country panel 1980-2020.

welfare_state_market_flexibility_complementinferred

viafiscal.spending_levelfiscal.transfer_expansion

PARTIAL — coef=+3.308e-18, p=0.653; effect magnitude effectively zero

partial

Large-scale universal or near-universal transfer programmes produce a three-order causal chain.

universal_transfer_programmes_labour_force_participation_declineinferred

viafiscal.transfer_expansionfiscal.spending_level

partial — Prime-age LFP fell by ≥1.0pp in 2/5 cases (threshold for SUPPORTED: ≥3). First-order improved in 3/4 cases. Mixed: consistent with the spec's design-d…

partial

Truss 2022 mini-budget shows that unfunded fiscal expansion above the ZLB triggers sharp bond-market and currency responses through expected-inflation and risk-premium channels.

unfunded_fiscal_expansion_above_zlb_bond_market_responseinferred

viafiscal.spending_levelfiscal.transfer_expansion

SUPPORTED — GBP/USD trough on 2022-09-26 (1.0703) was 5.02% below the 2022-09-22 pre-announcement close (1.1269); log-decline +0.0515 clears the 3.0% threshold …

supported

Countries in the top quartile of Heritage lower-tax-burden score in 2024 have lower latest-available under-5 mortality than bottom-quartile countries, consistent with free-market country policy regimes outperforming less market-oriented regimes on this outcome.

heritage_tax_burden_under5_mortality_current_gapinferred

viafiscal.transfer_expansionfiscal.spending_level

PARTIAL — gap sign/magnitude not decisive (diff=-1.127, p=0.811)

partial

Conditional on latest real GDP per capita and broad Heritage region, countries with higher Heritage lower-tax-burden score in 2024 have lower latest-available under-5 mortality.

heritage_tax_burden_under5_mortality_income_region_robustnessinferred

viafiscal.transfer_expansionfiscal.spending_level

PARTIAL — controlled coefficient not decisive (coef=-0.3884, p=0.7236)

partial

Universal single-payer healthcare systems (NHS, Canadian Medicare) produce lower per-capita healthcare expenditure with equal or better life-expectancy outcomes than the US multi-payer system.

single_payer_cost_outcome_comparisoninferred

viafiscal.transfer_expansion

supported_subset — cost test PASSES (USA per-capita PPP $10957 vs GBR/CAN mean $5663, ratio 1.93x > 1.5); single-payer matched-or-beat USA on 4/5 tested outcome…

supported

Rapid market liberalisation (price decontrol, mass privatisation, trade opening) under weak institutions produces large short-run welfare losses—rising mortality, falling life expectancy, rising inequality, and collapsing output—that may persist for at least a decade, compared to gradual reformers or non-reformers at similar initial income levels.

free_market_shock_therapy_social_costinferred

viafiscal.spending_levelfiscal.transfer_expansion

PARTIAL — mean_gap=-3.156, |gap|/pre_sd=1.8, p_perm=0.367; claim direction ambiguous

partial

Fiscal multipliers are state-dependent: large at ZLB, small near full employment; no single-number answer is policy-relevant.

fiscal_multipliers_state_dependentinferred

viafiscal.spending_levelfiscal.transfer_expansion

REFUTED — sign - OPPOSITE claim +, cumulative_effect=-1.569, h=5, p_h=0.0155

refuted

Similar historical policies

Ranked by axis-fingerprint overlap with this policy. Direction match bolded — those are the closest historical analogues. Shape of the match is what drives policy-outcome comparison, not the country or party label.

Ingreso Familiar de Emergencia (IFE) COVID transfer (2020)

ARG·2020

match

1.5

transfer expansionspending level

JobKeeper wage subsidy — Australia 2020-21

AUS·2020

match

1.5

spending leveltransfer expansion

Auxílio Emergencial — COVID cash transfer

BRA·2020