Ease of hiring/firing, collective-bargaining scope, minimum wage rigidity, temporary/permanent contract regulation.
Rule of law as institutional substrate — contract enforcement, judicial independence, equal treatment before the law. Upstream of most other axes.
Immigration policy openness — work visas, family reunification, asylum processing, border enforcement posture.
Qatar enacted paired labour reforms in 2020 that established a non-discriminatory monthly minimum wage and removed the No Objection Certificate requirement for many migrant workers changing jobs. The package shifted the kafala-era employment relationship toward written job mobility and wage-floor rules, while preserving state and employer controls over work permits and enforcement.
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.
Coded as mixed on labour flexibility because wage-floor tightening and job-mobility liberalisation move opposite subchannels.