Secondary explorer

Read the income-group pattern more directly.

Income & Exposure isolates the relationship between income tier and task exposure, while keeping country-level variation visible within those groups.

Use this when you want the income-gradient view directly rather than encountering it indirectly through country comparisons.

How much does income explain?

Higher-income countries tend to have more tasks exposed, but within-group variation is wide.

Metric

Highlight country

Highlight region

Share of the country's tasks above the exposure threshold — the paper's primary metric.

Group summary — % tasks exposed

Income groupCountriesMedianMeanMinMaxRange