Rule of law as institutional substrate — contract enforcement, judicial independence, equal treatment before the law. Upstream of most other axes.
Sector-specific licensing regimes, concentration / quota allocation, state-controlled entry (energy, telecoms, healthcare, banking).
Structural reform of Finnish health, social and rescue services (sosiaali- ja terveydenhuollon uudistus). Legal framework enacted under the Marin government in June 2021 (HE 241/2020 and related acts); services transferred from ~300 municipalities to 21 newly created regional wellbeing-services counties (hyvinvointialueet) plus the City of Helsinki and HUS hospital district on 1 January 2023. Each wellbeing-services county has a directly elected council (first elections January 2022) but is centrally funded from state transfers rather than with own-source taxation powers. Aimed at reducing municipal fiscal fragmentation, narrowing regional inequalities in access, and containing long-run cost growth driven by population ageing. Implementation and financing sustainability continued under the Orpo government, which tightened efficiency requirements and permitted county-level consolidation of hospital networks. Three previous governments (Kiviniemi, Katainen/Stubb, Sipilä) had attempted and failed to pass comparable reforms.
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.