World Bank · Governance Indicators
Six governance dimensions help establish the structural background. Annual estimates are context, not weekly event evidence.
Explore the WGI methodology ↗A number is useful only when you understand where it comes from. Here is how SafeExpat turns verified political developments into a structured country-level assessment.
Higher means greater assessed instability.
This is a fictional example, not a live country score.
A protest, election or political argument alone does not determine a country’s score. We look at the bigger picture and ask what is changing, what the evidence supports and whether daily life or operations could be affected.
Longer-term governance information provides context. It does not become “breaking news” just because it appears in a new report.
We compare political developments, unrest and state responses with the previous seven days and the country’s normal conditions.
We examine possible consequences for mobility, services, work and people living or travelling internationally.
Six factors contribute to the total. Every factor has a maximum weight. Move any slider to see how the calculation changes.
The starting example totals 78. Slide the controls to test the arithmetic; these are not validated country data.
The category weights and risk bands follow SafeExpat’s political-instability assessment framework. An analyst may make a reasoned classification adjustment when arithmetic does not reflect the evidence; any adjustment should be disclosed and explained. The slider exercise does not independently validate real-world scores.
Confidence comes from showing the work—not asking readers to trust a mysterious algorithm. SafeExpat’s analytical process checks sources, separates facts from judgments and revisits assessments as conditions change.
Identify what happened, where and when. A freshly published article is not necessarily a new event.
Compare credible and, where possible, independent reporting; distinguish claims from confirmation.
Use the preceding seven days and the longer-term baseline to identify meaningful changes.
Consider whether people, essential services, transport or operations could actually be affected.
Identify uncertainty, watch concrete triggers and update the judgment when new evidence warrants it.
A credible assessment combines longer-term context with current, dated observations. These are examples of authoritative and specialised source families relevant to the methodology—not a claim that every source is consulted in every report.
Six governance dimensions help establish the structural background. Annual estimates are context, not weekly event evidence.
Explore the WGI methodology ↗Specialist datasets and event coding can inform the analysis of demonstrations and political violence, subject to coverage limits and verification.
Read ACLED methodology ↗Government announcements, electoral and court records, central-bank publications, transport operators and consular advice can establish observable changes.
How SafeExpat checks information ↗Source quality and confidence are not the same thing as instability severity. A country may have a HIGH assessed score but only MODERATE evidence confidence. Readers should see both whenever an assessment is published.
SafeExpat uses separate assessments for two different questions. The number may look the same; its meaning depends on the label attached to it.
“How unstable are conditions?”
Measures country-level instability through the six weighted dimensions explained above. On this scale, an illustrative 78/100 means HIGH.
“How closely should we watch it next week?”
A different, forward-looking prioritisation of analyst attention. A priority score must not be read as the country’s political-instability severity or the probability of an event.
No. A weighted index is not an event-probability model. A 78-point example falls inside the HIGH political-instability band, but it does not predict that an event will occur with 78% probability.
One large peaceful protest may not destabilise institutions; a less visible court decision or emergency measure may be more consequential. The assessment considers context, escalation, geographic reach and real operational impact—not headline volume alone.
The weighting tells us each category’s maximum. Assigning a particular number of points requires an evidence-based analyst judgment. The existing framework specifies weights and bands; a more detailed, published point-by-point rubric would improve reproducibility. Real reports should explain notable category assignments and adjustments.
The weekly country methodology reviews the rolling previous seven days and evaluates the next seven. Significant new developments may justify a reassessment sooner. A structural indicator published annually should not be mistaken for a current-week event.
That uncertainty should appear separately as an intelligence-confidence judgment. A neat numerical score does not make weak underlying evidence strong. Important gaps or contested claims must not be hidden.
Yes. National-level indicators do not capture every city or neighbourhood. Route, timing, sector, citizenship and individual exposure may matter more to a specific travel or operational decision.
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