HUMANITYVECTOR

Category

Science & Knowledge

Research effort, scientific workforce and invention output.

Metrics
4
Headline
1
Last ingestion
2026-10-19 00:20 UTC

Headline metrics, each in its default geography

Observed

Gross domestic expenditure on research and development as a percentage of GDP.

2.6percent of GDP
period 2023

World

improving+1.02%1yimproving+2.78%10y CAGR
Ingestedfresh

Other metrics, each in its default geography

Observed

Gross domestic expenditure on research and development as a percent of GDP, from the OECD Main Science and Technology Indicators.

2.72percent of GDP
period 2024

OECD

improving+0.84%1yimproving+1.50%10y CAGR
Ingestedfreshlast run failed
Science & Knowledge

Patent applications

Derived

Total patent applications filed with national offices, residents plus nonresidents.

3.73Mapplications per year
period 2024

World

contextual+4.86%1ycontextual+3.35%10y CAGR
Ingestedfresh
Observed

Full-time-equivalent researchers engaged in R&D per million inhabitants.

1,651.59researchers per million people
period 2020

World

no earlier period to compare1yimproving+2.69%10y CAGR
Ingestedfresh

Catalog view of Science & Knowledge