Mediation Effect Results for Rural Industrial Upgrading in China, 2011-2022

2011-2022 statistical data from 30 provinces in China, used to analyze the impact of high-quality logistics development on rural industrial upgrading. The dataset, authored by Borui Yan and last updated in 2026, contains results examining mediating, moderating, and threshold effects of factors like regional industrial structure and digital finance.

Use Cases

• Modeling the mediating effect of regional industrial structure on logistics and rural industry.
• Analyzing the moderating effect of fiscal support for technological innovation on development impacts.
• Investigating threshold effects of agricultural labor productivity on logistics development outcomes.
• Studying the heterogeneous impact of the urban-rural income gap on industrial upgrading.

Strengths

• Data covers a 12-year time range from 2011 to 2022.
• Analysis includes results from 30 provinces in China.
• Results are described as robust after incorporating control variables.

Limitations

• Row count and column-level documentation are unknown.
• The dataset is very small at 9.5 KB, indicating limited scope.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Borui Yan via figshare.

Collection Method

Constructed from an empirical model using statistical data.

Time Range

2011-2022

Freshness

Last updated 2026-05-04 17:33:25; freshness should be verified.

Geography

30 provinces in China