Poland
MODERATEDemocratic Transition
Poland shows weak signals for democratic transition. 5,511 historical precedent windows were identified across 3 pattern length tiers. This means Poland's economic indicators are following trajectories that, in other countries, preceded democratic transition events. The most recent matching event in the curated database was in 1997.
Signal by Pattern Length Tier
Different pattern lengths capture different dynamics. Short patterns (3–8 years) detect policy cycles and fiscal crises. Long patterns (21+ years) detect structural and institutional trajectories.
What This Means
QGI found 5,511historical cases where other countries' economic indicators followed a trajectory that subsequently led to a democratic transition event. Poland's current indicator trajectory matches these historical patterns.
This does not mean Poland will experience democratic transition. It means the economic conditions that historically preceded such events in other countries are present in Poland's current data. Analysts should examine the underlying evidence and apply domain expertise.
QGI surfaces economically-grounded risk candidates that analysts should examine. Risk tiers reflect historical precedent density, not probability forecasts.