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 immigration-tightening package, advanced by the Orpo right-bloc coalition through amendments to the Aliens Act (HE 26/2024 and others), tightened residence-permit conditions, raised income thresholds for family reunification, accelerated removals, and amended citizenship law to extend residency requirements. Companion legislation tightened access to social benefits for newly arrived non-citizens. The intended effect was to reduce non-EU immigration, strengthen border control, and reduce welfare-magnet incentives.
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.