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.
Immigration policy openness — work visas, family reunification, asylum processing, border enforcement posture.
Finland's 2024 labour-market reform package, adopted by the Orpo coalition through a series of acts amending the Employment Contracts Act, Unemployment Security Act and dispute-resolution rules, made dismissal protections lighter for personal-grounds termination, tightened earnings-related unemployment benefits (graduation rule, longer waiting periods), restricted political strikes, and raised hurdles for sympathy strikes. The intended effect was to raise effective labour-market flexibility and improve fiscal sustainability of the Nordic welfare model.
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.