South Africa: Science and Technology Indicators from World Bank

Science and technology indicators for South Africa aggregate metrics on R&D, patents, and high-tech exports sourced from the World Bank Group. Updated in March 2026, the data compiles records from international authorities including UNESCO, the IMF, and WIPO. It provides a historical perspective on the country's technological base through standardized economic and innovation metrics.

Use Cases

• Analyzing trends in South African high-technology exports over time
• Comparing R&D expenditure against scientific and technical journal article output
• Tracking patent and trademark registration volumes to assess national intellectual property growth

Strengths

• Aggregates data from multiple authoritative sources including UNESCO, IMF, and WIPO
• Covers diverse innovation metrics from R&D spending to intellectual property
• Standardized World Bank indicator format facilitates cross-country comparison

Limitations

• Specific row counts and column headers are not explicitly defined in the source metadata
• Potential for missing values in specific years for niche indicators like royalty fees

Provenance

Source

World Bank Group via UNESCO, U.S. National Science Board, UN Statistics Division, IMF, and WIPO

Collection Method

Aggregated from national statistical surveys and international administrative records

Freshness

Updated as of March 2026.

Geography

South Africa