<p>Robustness test results.</p>

Panel data from 34 provincial administrative regions in China from 2001 to 2024, used to analyze the impact of agricultural digitalization on export quality. The dataset was created by Zhichao Jiang and last updated in May 2026. It contains results from robustness tests, mediation, and moderation models.

Use Cases

• Analyzing the relationship between agricultural digitalization and export quality based on constructed index systems.
• Investigating transmission pathways like technological progress and logistics efficiency mentioned in the description.
• Examining regional heterogeneity effects, such as differences between eastern and grain-producing areas.
• Studying the moderating roles of policy support and market openness on digitalization impacts.

Strengths

• Data covers a 24-year time span from 2001 to 2024.
• Analysis is based on panel data from 34 distinct provincial-level regions in China.
• The study employed multiple econometric models including fixed effects, mediation, and moderation models.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The dataset is very small at 9.5 KB, indicating limited scope or aggregated results.

Provenance

Source

Zhichao Jiang

Collection Method

Likely compiled from official Chinese provincial statistics and constructed indices for agricultural digitalization.

Time Range

2001 to 2024

Freshness

Last updated 2026-05-12 17:39:08; freshness should be verified.

Geography

34 provincial administrative regions in China