Targeted industrial and sectoral subsidies (renewable energy, chip manufacturing, agriculture, green hydrogen, etc).
General government spending as share of GDP, excluding transfers already captured under fiscal.transfer_expansion to avoid double-counting.
Statutory or administrative ceilings, freezes, margin caps, or mandated below-cost pass-through rules for goods and services outside housing. This axis separates direct price ceilings from general product-market entry regulation.
The Republic of Congo implemented fuel-price increases under its IMF-supported adjustment programme to reduce costly fuel subsidies and improve fiscal space. The phased price adjustments moved pump prices closer to cost-recovery levels while the government tried to protect priority social and investment spending during a debt-stabilisation programme.
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.
Fuel prices remained administered; the coded direction captures reduced subsidy intensity rather than full liberalisation.