Sensitivity analysis · methodology mv-ffa5e3fad30b
Philippines: how stable is rank 47 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 Philippines ranks between 46 and 47 (stability 98%); the most sensitive pillar is data.
Weights in force (transparent)
| Pillar | Weight | Philippines pillar score | Max rank shift |
|---|---|---|---|
| ai_access | 1 | 26.9 | 0 |
| ai_adoption | 1 | 18.3 | 0 |
| compute | 1 | 17.5 | 0 |
| data | 1 | 28.8 | 1 |
| education | 1 | 38.1 | 0 |
| digital_literacy | 1 | 38.9 | 0 |
| innovation | 1 | 16.0 | 1 |
| knowledge_infra | 1 | 15.6 | 1 |
| agentic | 1 | 41.6 | 0 |
Base CC 26.8 · rank 47. Weights are the code defaults with any CMS override applied.
Scenarios
| Scenario | CC | Rank | Shift |
|---|---|---|---|
| ai_access weight +25% | 26.8 | 47 | 0 |
| ai_access weight −25% | 26.8 | 47 | 0 |
| ai_access dropped | 26.8 | 47 | 0 |
| ai_adoption weight +25% | 26.6 | 47 | 0 |
| ai_adoption weight −25% | 27.1 | 47 | 0 |
| ai_adoption dropped | 27.9 | 47 | 0 |
| compute weight +25% | 26.6 | 47 | 0 |
| compute weight −25% | 27.1 | 47 | 0 |
| compute dropped | 28.0 | 47 | 0 |
| data weight +25% | 26.9 | 47 | 0 |
| data weight −25% | 26.8 | 47 | 0 |
| data dropped | 26.6 | 46 | -1 |
| education weight +25% | 27.1 | 47 | 0 |
| education weight −25% | 26.5 | 47 | 0 |
| education dropped | 25.4 | 47 | 0 |
| digital_literacy weight +25% | 27.2 | 47 | 0 |
| digital_literacy weight −25% | 26.5 | 47 | 0 |
| digital_literacy dropped | 25.3 | 47 | 0 |
| innovation weight +25% | 26.5 | 47 | 0 |
| innovation weight −25% | 27.2 | 47 | 0 |
| innovation dropped | 28.2 | 46 | -1 |
| knowledge_infra weight +25% | 26.5 | 47 | 0 |
| knowledge_infra weight −25% | 27.2 | 47 | 0 |
| knowledge_infra dropped | 28.2 | 46 | -1 |
| agentic weight +25% | 27.2 | 47 | 0 |
| agentic weight −25% | 26.4 | 47 | 0 |
| agentic dropped | 25.0 | 47 | 0 |
| all pillars equal | 26.8 | 47 | 0 |