Carbon Efficiency and Intelligent Economy in 110 Chinese Resource-Based Cities, 2013-2023

Panel data from 110 Chinese resource-based cities from 2013 to 2023 supports an empirical analysis of the intelligent economy's impact on carbon efficiency. The dataset, shared under a CC-BY-4.0 license by Xiongtian Shi, includes findings on mediating roles of green finance and spatial effects. It was last updated on 2026-05-01.

Use Cases

• Modeling the relationship between intelligent economy development and urban carbon efficiency based on the described panel structure.
• Analyzing spatial spillover effects of economic policies on environmental outcomes across cities.
• Investigating the mediating roles of green finance and technology finance in climate policy effectiveness.
• Studying heterogeneous impacts across city types such as inland, population-inflow, and declining resource-based cities.

Strengths

• Panel data spans 11 years (2013-2023), providing a longitudinal view.
• Focuses on a specific subset of 110 resource-based cities, allowing for targeted analysis.
• Empirical findings are detailed in the description, including mediation and moderation effects.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The 587.7 KB file size suggests a relatively small dataset, potentially limiting feature depth.

Provenance

Source

Xiongtian Shi via figshare.

Collection Method

Likely compiled from official Chinese statistical yearbooks and city-level reports for empirical analysis.

Time Range

2013 to 2023

Freshness

Last updated 2026-05-01 16:21:18; freshness should be verified.

Geography

110 resource-based cities in China