IESET.
Policies·thailand_30_baht_health_2001

Thailand 30 Baht Health 2001

THA·1997 2006candidate
movesfinancial deregulationcentral bank independencespending leveltransfer expansion

What the policy did

Launched by the Thaksin Thai Rak Thai government in April 2001 and codified in the National Health Security Act 2002, the 30-baht universal coverage scheme established a single-payer public health insurance system charging a flat 30 baht co-pay per outpatient visit (later abolished). Administered by the National Health Security Office, it consolidated previously fragmented schemes and extended coverage to roughly 47 million Thais previously uninsured.

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
financial deregulation
regulatory.financial_deregulation
Financial-sector regulation — banking separation, capital requirements, cross-border activity rules, derivatives oversight.
increased · weak
tighter financial regulation
Health-financing reforms paralleled broader post-crisis financial liberalisation push.
central bank independence
monetary.central_bank_independence
De jure and de facto independence of the central bank from fiscal authority. Per D.1.5 scope, one of the framework's defensible monetary positions.
increased · weak
greater independence (legal, operational, personnel)
Rolled out alongside post-crisis BOT reforms strengthening monetary autonomy.
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 · weak
higher spending share
Universal coverage substantially raised recurrent public health spending.
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
Programme expanded in-kind health transfers to all uninsured Thai citizens.

Enacted by

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?".

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_levelmonetary.central_bank_independencefiscal.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
UK Truss mini-budget 2022 gilt crisis reflected market confidence and institutional-framework rupture rather than an MMT-predicted hard fiscal limit, because the BoE restored order by intervening as issuer.
uk_truss_mini_budget_currency_sovereign_mechanisminferred
viamonetary.central_bank_independencefiscal.spending_level
partial — Both mechanism legs are directionally consistent but at least one fails the SUPPORTED threshold: FX leg holds (5.02% trough decline); yield leg partia…
partial
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
UK GDP per capita (PPP, constant international dollars) diverged negatively from a matched synthetic counterfactual of similar-income anglophone/developed economies (USA, CAN, AUS, NZL, DEU, NLD, CHE) starting around 2008 and widening post-2016 (Brexit referendum).
uk_economic_decline_multi_movementinferred
viafiscal.spending_levelmonetary.central_bank_independence
INCONCLUSIVE_DATA_PENDING — treatment 'uk_post_2008' has no within-country variation under country fixed effects
run pending
The 2007-2009 global financial crisis originated in household-debt-financed consumption sustaining aggregate demand despite stagnant real wages, a Minsky-plus-Marx pattern.
gfc_household_debt_wage_stagnation_linkinferred
viaregulatory.financial_deregulationfiscal.transfer_expansionfiscal.spending_level
PARTIAL — coef=-0.01111, p=0; claim direction not auto-inferred
partial
The September 2022 UK gilt-market dysfunction had its operative amplification mechanism in the foreign-currency-collateral exposure of the Liability-Driven Investment (LDI) leveraged-derivative chain in the UK pension system, not in a "fiscal limit" reached by the sovereign issuer.
truss_2022_currency_user_ldi_collateral_mechanisminferred
viamonetary.central_bank_independencefiscal.spending_level
INCONCLUSIVE_DATA_PENDING — no outcome variable loaded; missing: ['boe:IUDLG7N', 'boe:IUDMNZC', 'boe:gilt_volatility (manual); ice:UK_gilt_options', 'fred:DEXUS…
run pending
Following Koo (2008, 2014), the post-2008 advanced-economy recovery exhibited the diagnostic pattern of a balance-sheet recession: the private sector (households especially, plus non-financial business in the most leveraged countries) shifted simultaneously from net borrowing to net saving in pursuit of debt reduction, even when policy interest rates were at the zero lower bound.
gfc_balance_sheet_recession_post_2008_household_dual_mandateinferred
viafiscal.transfer_expansionregulatory.financial_deregulationfiscal.spending_level
INCONCLUSIVE_DATA_PENDING — treatment 'household_saving_rate' has no within-country variation under country fixed effects
run pending

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.