General government spending as share of GDP, excluding transfers already captured under fiscal.transfer_expansion to avoid double-counting.
Direction of monetary-base expansion decisions relative to trend. Separate from fiscal.transfer_expansion even when correlated.
Immigration policy openness — work visas, family reunification, asylum processing, border enforcement posture.
Hard border closure, managed isolation and quarantine (MIQ), and short sharp level-4 lockdowns pursued an elimination rather than mitigation strategy through 2020-21, delivering one of the OECD's lowest COVID mortality rates. Paired with a NZ$62bn COVID Response and Recovery Fund wage-subsidy + business-support package and an RBNZ Large Scale Asset Purchase + Funding for Lending programme that expanded the central bank balance sheet sharply.
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.