Sensitivity analysis · methodology mv-ffa5e3fad30b
New Zealand: how stable is rank 24 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 New Zealand ranks between 23 and 25 (stability 96%); the most sensitive pillar is ai_access.
Weights in force (transparent)
| Pillar | Weight | New Zealand pillar score | Max rank shift |
|---|---|---|---|
| ai_access | 1 | 65.6 | 1 |
| ai_adoption | 1 | 33.7 | 0 |
| compute | 1 | 21.0 | 0 |
| data | 1 | 87.5 | 1 |
| education | 1 | 62.8 | 1 |
| digital_literacy | 1 | 78.6 | 1 |
| innovation | 1 | 47.2 | 0 |
| knowledge_infra | 1 | 42.3 | 0 |
| agentic | 1 | 68.3 | 1 |
Base CC 56.3 · rank 24. Weights are the code defaults with any CMS override applied.
Scenarios
| Scenario | CC | Rank | Shift |
|---|---|---|---|
| ai_access weight +25% | 56.6 | 24 | 0 |
| ai_access weight −25% | 56.1 | 24 | 0 |
| ai_access dropped | 55.2 | 23 | -1 |
| ai_adoption weight +25% | 55.7 | 24 | 0 |
| ai_adoption weight −25% | 57.0 | 24 | 0 |
| ai_adoption dropped | 59.2 | 24 | 0 |
| compute weight +25% | 55.4 | 24 | 0 |
| compute weight −25% | 57.3 | 24 | 0 |
| compute dropped | 60.8 | 24 | 0 |
| data weight +25% | 57.2 | 24 | 0 |
| data weight −25% | 55.4 | 24 | 0 |
| data dropped | 52.4 | 25 | +1 |
| education weight +25% | 56.5 | 24 | 0 |
| education weight −25% | 56.1 | 24 | 0 |
| education dropped | 55.5 | 23 | -1 |
| digital_literacy weight +25% | 56.9 | 24 | 0 |
| digital_literacy weight −25% | 55.7 | 24 | 0 |
| digital_literacy dropped | 53.5 | 25 | +1 |
| innovation weight +25% | 56.1 | 24 | 0 |
| innovation weight −25% | 56.6 | 24 | 0 |
| innovation dropped | 57.5 | 24 | 0 |
| knowledge_infra weight +25% | 56.0 | 24 | 0 |
| knowledge_infra weight −25% | 56.7 | 24 | 0 |
| knowledge_infra dropped | 58.1 | 24 | 0 |
| agentic weight +25% | 56.7 | 24 | 0 |
| agentic weight −25% | 56.0 | 24 | 0 |
| agentic dropped | 54.8 | 23 | -1 |
| all pillars equal | 56.3 | 24 | 0 |