Sensitivity analysis · methodology mv-ffa5e3fad30b

Indonesia: how stable is rank 45 of 50?

The Cognitive Coefficient is a weighted mean of pillar scores. Below, each pillar's weight is raised 25%, lowered 25%, or dropped, and all pillars are equalized; the rank is recomputed for every economy each time. Across all scenarios Indonesia ranks between 45 and 45 (stability 100%); the most sensitive pillar is ai_access.

Weights in force (transparent)

Pillar	Weight	Indonesia pillar score
ai_access	1	37.1
ai_adoption	1	19.2
compute	1	21.6
data	1	32.2
education	1	32.4
digital_literacy	1	37.5
innovation	1	19.4
knowledge_infra	1	21.5
agentic	1	42.7

Base CC 29.3 · rank 45. Weights are the code defaults with any CMS override applied.

Scenarios

Scenario	CC	Rank
ai_access weight +25%	29.5	45
ai_access weight −25%	29.1	45
ai_access dropped	28.3	45
ai_adoption weight +25%	29.0	45
ai_adoption weight −25%	29.6	45
ai_adoption dropped	30.5	45
compute weight +25%	29.1	45
compute weight −25%	29.5	45
compute dropped	30.2	45
data weight +25%	29.4	45
data weight −25%	29.2	45
data dropped	28.9	45
education weight +25%	29.4	45
education weight −25%	29.2	45
education dropped	28.9	45
digital_literacy weight +25%	29.5	45
digital_literacy weight −25%	29.0	45
digital_literacy dropped	28.3	45
innovation weight +25%	29.0	45
innovation weight −25%	29.6	45
innovation dropped	30.5	45
knowledge_infra weight +25%	29.1	45
knowledge_infra weight −25%	29.5	45
knowledge_infra dropped	30.3	45
agentic weight +25%	29.6	45
agentic weight −25%	28.9	45
agentic dropped	27.6	45
all pillars equal	29.3	45

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