Green Innovation and Technical Efficiency in BRICS vs. G7 Countries, 2000-2023

Bulagi, Mushoni's study compares the relationship between green innovation, technical efficiency, and sustainable development across the BRICS and G7 economic blocs. The dataset likely contains country-level metrics for productivity growth and environmental externalities from 2000 to 2023. It was published on Harvard Dataverse in May 2026.

Use Cases

• Compare green innovation impacts on productivity between BRICS and G7 blocs based on the described country-level analysis.
• Model the influence of green technological innovation on sustainable development based on the study's stated focus.
• Analyze trends in technical efficiency accounting for environmental externalities over the 2000-2023 period mentioned in the description.
• Benchmark country performance within the BRICS or G7 groups based on the meta-frontier analysis framework.

Strengths

• Covers a 24-year time range from 2000 to 2023.
• Focuses on a defined comparison between two major economic blocs: BRICS and G7.
• Examines a specific relationship between green innovation, technical efficiency, and sustainable development.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for large-scale modeling.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Harvard Dataverse

Collection Method

Likely compiled from secondary sources for comparative economic analysis.

Time Range

2000 to 2023

Freshness

Last updated 2026-05-22 13:24:01; freshness should be verified.

Geography

BRICS (Brazil, Russia, India, China, South Africa) and G7 (Canada, France, Germany, Italy, Japan, United Kingdom, United States) countries