Towards sustainable rural development: Characteristics and influencing factors of spatial correlation network of China’s rural digitalization development

This study explored the spatial correlation network of China’s rural digitalization development. The findings indicate that the spatial correlation network exhibited a relatively loose structure with a notable core-periphery characteristic, and can be partitioned into the main inflow block, the main outflow block, the bidirectional spillover block, and the agent block. Technical innovation, human capital, transportation facilities, and industrial structure were identified as substantial influencers of the spatial correlation network. Generally, the siphoning effect outweighs the spillover effect, resulting in significant regional disparities in rural digitalization development. Finally, several suggestions are proposed to foster coordinated rural digitalization development in China.

Authors

Institutions

Publication Details

Journal
Sustainable Futures
Published
2025-06-21
DOI
https://doi.org/10.1016/j.sftr.2025.100901
Citations
5
Primary Topic
Regional Development and Environment
Type
article
Field-Weighted Citation Impact
21.01

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Towards sustainable rural development: Characteristics and influencing factors of spatial correlation network of China’s rural digitalization development

Xiaolong Gan, HuEr Shuang, Shuang Xiang, Tao Wen
5 citations
Sustainable Futures
Regional Development and Environment
21.01
article

Towards sustainable rural development: Characteristics and influencing factors of spatial correlation network of China’s rural digitalization development

Xiaolong Gan, HuEr Shuang, Shuang Xiang, Tao Wen
article en
5 citations

Abstract

This study explored the spatial correlation network of China’s rural digitalization development. The findings indicate that the spatial correlation network exhibited a relatively loose structure with a notable core-periphery characteristic, and can be partitioned into the main inflow block, the main outflow block, the bidirectional spillover block, and the agent block. Technical innovation, human capital, transportation facilities, and industrial structure were identified as substantial influencers of the spatial correlation network. Generally, the siphoning effect outweighs the spillover effect, resulting in significant regional disparities in rural digitalization development. Finally, several suggestions are proposed to foster coordinated rural digitalization development in China.

Sustainable FuturesVol. 10
Southwest University (CN)
Southwest University, National Social Science Fund of China
Openalex Percentile: Top 1%
Regional Development and Environment
21.01
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Towards sustainable rural development: Characteristics and influencing factors of spatial correlation network of China’s rural digitalization development — Xiaolong Gan, HuEr Shuang, et al. · Sustainable Futures (2025) | TGRS Research Map | TGRS