General government spending as share of GDP, excluding transfers already captured under fiscal.transfer_expansion to avoid double-counting.
Ease of hiring/firing, collective-bargaining scope, minimum wage rigidity, temporary/permanent contract regulation.
Singapore's education policy from the late 1960s through the 1979 education reforms expanded English-plus-mother-tongue bilingual schooling, technical education, streaming, and workforce skills formation. The policy aimed to make a small labour force usable by multinational manufacturing and services while preserving social cohesion.
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.
Axis coding is imperfect because the axis taxonomy lacks a direct education/human-capital axis.