Sensitivity analysis · methodology mv-ffa5e3fad30b
Australia: how stable is rank 19 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 Australia ranks between 17 and 19 (stability 96%); the most sensitive pillar is data.
Weights in force (transparent)
| Pillar | Weight | Australia pillar score | Max rank shift |
|---|---|---|---|
| ai_access | 1 | 71.0 | 0 |
| ai_adoption | 1 | 39.0 | 1 |
| compute | 1 | 40.0 | 1 |
| data | 1 | 85.5 | 2 |
| education | 1 | 69.2 | 1 |
| digital_literacy | 1 | 79.6 | 2 |
| innovation | 1 | 51.1 | 0 |
| knowledge_infra | 1 | 48.3 | 0 |
| agentic | 1 | 73.5 | 0 |
Base CC 61.9 · rank 19. Weights are the code defaults with any CMS override applied.
Scenarios
| Scenario | CC | Rank | Shift |
|---|---|---|---|
| ai_access weight +25% | 62.1 | 19 | 0 |
| ai_access weight −25% | 61.6 | 19 | 0 |
| ai_access dropped | 60.8 | 19 | 0 |
| ai_adoption weight +25% | 61.3 | 19 | 0 |
| ai_adoption weight −25% | 62.6 | 19 | 0 |
| ai_adoption dropped | 64.8 | 18 | -1 |
| compute weight +25% | 61.3 | 18 | -1 |
| compute weight −25% | 62.5 | 19 | 0 |
| compute dropped | 64.6 | 18 | -1 |
| data weight +25% | 62.5 | 19 | 0 |
| data weight −25% | 61.2 | 18 | -1 |
| data dropped | 59.0 | 17 | -2 |
| education weight +25% | 62.1 | 19 | 0 |
| education weight −25% | 61.7 | 19 | 0 |
| education dropped | 61.0 | 18 | -1 |
| digital_literacy weight +25% | 62.4 | 19 | 0 |
| digital_literacy weight −25% | 61.4 | 18 | -1 |
| digital_literacy dropped | 59.7 | 17 | -2 |
| innovation weight +25% | 61.6 | 19 | 0 |
| innovation weight −25% | 62.2 | 19 | 0 |
| innovation dropped | 63.2 | 19 | 0 |
| knowledge_infra weight +25% | 61.5 | 19 | 0 |
| knowledge_infra weight −25% | 62.3 | 19 | 0 |
| knowledge_infra dropped | 63.6 | 19 | 0 |
| agentic weight +25% | 62.2 | 19 | 0 |
| agentic weight −25% | 61.6 | 19 | 0 |
| agentic dropped | 60.5 | 19 | 0 |
| all pillars equal | 61.9 | 19 | 0 |