Technological diversification in China: the role of intra- and extra-regional collaboration

This study investigates how intra- and extra-regional collaborations affect regional technological diversification in Chinese urban regions (URs), using a continuous indicator that places diversification along a spectrum from related to unrelated. Based on patent co-application data from 2001 to 2020, we analyse the intensity, technological diversity and the correlation of intra- and extra-regional collaborations. Our results show that the effects of (1) intra-regional collaboration intensity on related diversification and (2) extra-regional collaboration diversity on unrelated diversification are both curvilinear. In addition, extra-regional intensity and the correlation between intra- and extra-regional collaborations foster related diversification. Moreover, economic disparities within URs reinforce, rather than weaken, the positive influence of intra-regional intensity and intra–extra technological correlation on related diversification. These results challenge conventional assumptions and highlight the importance of coordinated collaboration structures in promoting regional diversification, especially under uneven regional development conditions.

Authors

Institutions

Publication Details

Journal
Regional Studies Regional Science
Published
2026-03-31
DOI
https://doi.org/10.1080/21681376.2026.2644708
Primary Topic
Global trade and economics
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Technological diversification in China: the role of intra- and extra-regional collaboration

Zhan Cao, Ben Derudder, Jiayi Lu
Regional Studies Regional Science
Global trade and economics
article

Technological diversification in China: the role of intra- and extra-regional collaboration

Zhan Cao, Ben Derudder, Jiayi Lu
article en

Abstract

This study investigates how intra- and extra-regional collaborations affect regional technological diversification in Chinese urban regions (URs), using a continuous indicator that places diversification along a spectrum from related to unrelated. Based on patent co-application data from 2001 to 2020, we analyse the intensity, technological diversity and the correlation of intra- and extra-regional collaborations. Our results show that the effects of (1) intra-regional collaboration intensity on related diversification and (2) extra-regional collaboration diversity on unrelated diversification are both curvilinear. In addition, extra-regional intensity and the correlation between intra- and extra-regional collaborations foster related diversification. Moreover, economic disparities within URs reinforce, rather than weaken, the positive influence of intra-regional intensity and intra–extra technological correlation on related diversification. These results challenge conventional assumptions and highlight the importance of coordinated collaboration structures in promoting regional diversification, especially under uneven regional development conditions.

Regional Studies Regional ScienceVol. 13(1)
Tongji University (CN), Ghent University Hospital (BE), Nicolaus Copernicus University (PL), KU Leuven (BE)
National Natural Science Foundation of China, Narodowe Centrum Nauki, China Scholarship Council, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 40%
Global trade and economics
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.