Sensitivity analysis · methodology mv-ffa5e3fad30b
Pakistan: how stable is rank 50 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 Pakistan ranks between 50 and 50 (stability 100%); the most sensitive pillar is ai_access.
Weights in force (transparent)
| Pillar | Weight | Pakistan pillar score | Max rank shift |
|---|---|---|---|
| ai_access | 1 | 11.8 | 0 |
| ai_adoption | 1 | 5.1 | 0 |
| compute | 1 | 5.0 | 0 |
| data | 1 | 17.9 | 0 |
| education | 1 | 13.1 | 0 |
| digital_literacy | 1 | 5.0 | 0 |
| innovation | 1 | 12.7 | 0 |
| knowledge_infra | 1 | 14.7 | 0 |
| agentic | 1 | 5.0 | 0 |
Base CC 10.0 · rank 50. Weights are the code defaults with any CMS override applied.
Scenarios
| Scenario | CC | Rank | Shift |
|---|---|---|---|
| ai_access weight +25% | 10.1 | 50 | 0 |
| ai_access weight −25% | 10.0 | 50 | 0 |
| ai_access dropped | 9.8 | 50 | 0 |
| ai_adoption weight +25% | 9.9 | 50 | 0 |
| ai_adoption weight −25% | 10.2 | 50 | 0 |
| ai_adoption dropped | 10.6 | 50 | 0 |
| compute weight +25% | 9.9 | 50 | 0 |
| compute weight −25% | 10.2 | 50 | 0 |
| compute dropped | 10.6 | 50 | 0 |
| data weight +25% | 10.2 | 50 | 0 |
| data weight −25% | 9.8 | 50 | 0 |
| data dropped | 9.0 | 50 | 0 |
| education weight +25% | 10.1 | 50 | 0 |
| education weight −25% | 9.9 | 50 | 0 |
| education dropped | 9.6 | 50 | 0 |
| digital_literacy weight +25% | 9.9 | 50 | 0 |
| digital_literacy weight −25% | 10.2 | 50 | 0 |
| digital_literacy dropped | 10.6 | 50 | 0 |
| innovation weight +25% | 10.1 | 50 | 0 |
| innovation weight −25% | 9.9 | 50 | 0 |
| innovation dropped | 9.7 | 50 | 0 |
| knowledge_infra weight +25% | 10.1 | 50 | 0 |
| knowledge_infra weight −25% | 9.9 | 50 | 0 |
| knowledge_infra dropped | 9.4 | 50 | 0 |
| agentic weight +25% | 9.9 | 50 | 0 |
| agentic weight −25% | 10.2 | 50 | 0 |
| agentic dropped | 10.6 | 50 | 0 |
| all pillars equal | 10.0 | 50 | 0 |