General government spending as share of GDP, excluding transfers already captured under fiscal.transfer_expansion to avoid double-counting.
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.
Ease of hiring/firing, collective-bargaining scope, minimum wage rigidity, temporary/permanent contract regulation.
Combined pandemic income-support architecture operated by Revenue and the Department of Social Protection. The Pandemic Unemployment Payment (PUP) launched 16 March 2020 at €203/week, peaking at €350/week, with ~600,000 recipients at peak. Replacing the Temporary Wage Subsidy Scheme on 1 September 2020, the Employment Wage Subsidy Scheme (EWSS) paid employers flat per-head subsidies (€151.50 / €203 / €300 / €350 per eligible employee) plus PRSI relief for firms with ≥30% turnover decline, with tapering through 2021 and final closure 30 April 2022. Combined direct pandemic supports totalled ~€16bn across EWSS (€7.8bn), PUP (€9.1bn), and related schemes. Deficit 2020 reached €19bn (~9% GDP), funded by record NTMA issuance at near-zero rates.
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.
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?".
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.