Evidence / analysis

Read beyond the signal.

Original analysis connects the numbers to their definitions, dates, coverage and uncertainty. Every article links to its primary evidence and explains where interpretation must stop.

Start with the sources.

Explore the dashboard, country profiles and indicators, then choose an action.

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Global review / 2026

Global Humanity Update 2026: five signals, one cautious reading

An evidence-led 2026 reading of suicide mortality, homicide, freedom of expression, child labour and consumption-based carbon emissions—with dates and limits visible.

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Data literacy / reference years

Why indicators from different years cannot form one photograph

A practical guide to comparing public indicators whose latest observations come from different years.

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Data literacy / missingness

Missing data is not zero: the most important rule on this site

Why blank, stale and incomplete observations must not be converted into reassuring zeros.

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Wellbeing / responsible interpretation

Reading suicide statistics responsibly

What suicide mortality rates reveal, what they hide, and how to discuss them without turning suffering into a ranking.

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Safety / lethal violence

Homicide data: count, rate and context are three different stories

How to read intentional homicide statistics without confusing population rates, absolute losses and reporting coverage.

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Childhood / global estimates

Child labour in 2024: progress that did not meet the promise

What the latest ILO–UNICEF estimates show about the decline in child labour, hazardous work and the regions still carrying the heaviest burden.

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Truth / expression

Freedom of expression: how to read an expert-coded index

A plain-language guide to the V-Dem freedom-of-expression index, its 2026 warning signal and its uncertainty.

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Environment / carbon accounting

Consumption-based versus territorial CO₂: why trade changes the map

How imported and exported emissions change a country’s carbon footprint—and why this physical measure needs its own interpretation.

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Method / composite scores

Composite indexes: useful map, dangerous verdict

Why composite scores can orient attention while hiding assumptions about normalization, weights, missing data and moral trade-offs.

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Method / aggregation

Regional averages: coverage must come before comparison

Why a regional average without a coverage fraction can be more misleading than no regional number at all.

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Methods stay open.

See every transformation, weight, aggregation rule and limitation used by the observatory.

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