Skip to main content

​
Start here

This is the receipt. The country resilience index gives a country one number. This gives you every one of the 72 ingredients behind it: what each indicator scored, how much it counted, and which organization published it. Use it when you need to answer “why did this country move?” — because the answer is always a specific indicator, and this is where it is named. It is also what makes the index arguable: you can disagree with a particular indicator’s contribution only if you can see it.

​
Two things to check before trusting a row

Read state before any number. An indicator can be observed, imputed, missing, fallback, not-applicable, source-failure, inactive, or retired. An imputed or fallback value can still be a legitimate part of the score — but it is an inference, not a measurement, and the field says which. A blank raw value is usually a licence, not a gap. Where an upstream publisher forbids redistribution, the row serves WorldMonitor’s normalized score and the attribution but withholds the underlying number. The engine has the value and used it; it just may not republish it. See Raw values and licensing.

​
Why weights look different from the published defaults

The weights served here are the ones actually applied on this run, not the registry defaults. When an indicator is unavailable for a country, the engine redistributes its weight across the rest. Reading the default instead would misattribute the score.
Access. Served from GET /api/resilience/v1/get-resilience-indicators?countryCode=<ISO2> and MCP get_resilience_indicators. Both require a Pro subscription. There is no dashboard surface — this is an API and agent endpoint.

​
Per indicator

Each of the 72 rows carries: Weights are served as applied rather than as configured because the engine renormalizes when an indicator is unavailable for a country. Reading the registry default would misattribute the score.

​
Indicator states

observed and imputed are only two possible states. missing means no usable observation resolved, fallback means a lower-confidence substitute was used, not-applicable is structural, source-failure is an upstream or seed failure, and inactive or retired marks an indicator outside the active scoring path. An imputed or fallback indicator can still be a real part of the score, but it is not a measurement. Read state and the availability flags before any numeric field.

​
Raw values and licensing

Raw source values are included only where the upstream license permits redistribution. Elsewhere the normalized score and the provenance are served without the underlying number. That absence is a licensing boundary, not missing data — the engine has the value and used it; WorldMonitor may not republish it. The per-source terms are recorded in Resilience indicator licensing.

​
Reconciliation

Contributions are reconciled to each dimension rather than reported as raw products. A caller can sum the contributions within a dimension and get the dimension’s score; summing across dimensions with their dimension weights gives the country score. Values that did not reconcile are not silently rounded into place — the indicator reports its state instead.