Global Carbon Emission Efficiency Drivers for 170 Countries, 2002-2021

Hawazen Almugren's dataset contains panel data for 170 countries from 2002 to 2021, analyzing drivers of carbon emission efficiency. The study employs a super-efficient slack-based model and a panel-corrected standard error model to quantify impacts. It includes variables for digitalization, energy transition, globalization, industrial structure, and GDP to test the environmental Kuznets curve hypothesis.

Use Cases

• Modeling the relationship between economic growth and carbon efficiency based on GDP data mentioned in the description
• Analyzing the impact of digitalization on carbon emission efficiency based on the beta coefficient provided
• Evaluating the negative externalities of industrial structure on environmental quality as described
• Testing the environmental Kuznets curve hypothesis using the described U-shaped relationship between GDP and CEE

Strengths

• Data covers 170 countries, providing a broad international scope
• Time series spans 20 years from 2002 to 2021
• Analysis includes specific quantified impacts (beta coefficients) for key drivers like digitalization and industrial structure

Limitations

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

Provenance

Source

Hawazen Almugren via figshare

Collection Method

Analysis likely utilizes secondary data from international sources, modeled with super-efficient slack-based and panel-corrected standard error models.

Time Range

2002 to 2021

Freshness

Last updated 2026-05-28 04:36:01; freshness should be verified

Geography

170 countries worldwide