Evolution of Collaborative Relationships in Green Building Technology Innovation: A Multidimensional Proximity Perspective

High carbon emissions, resource shortage, and environmental degradation are prevalent challenges in the construction sector. Green building technology innovation (GBTI) has been widely developed to achieve sustainability. Inter-organizational collaboration facilitates a communication platform for stakeholders, characterized by network. However, few studies have specifically delved into the underpinnings of the evolution of GBTI collaboration networks and how proximity mechanisms underpin GBTI collaboration networks. Drawing on collaborative patents data from the Derwent Innovation Index, we empirically provide valuable insights into GBTI collaboration networks in China's construction industry from a multidimensional proximity perspective. Social network analysis (SNA) is deployed to construct and depict the spatial-temporal evolution paths of GBTI collaboration networks. Besides, quadratic assignment procedure (QAP) analysis is utilized to explore the driving factors of GBTI collaboration networks. The results reveal that GBTI collaboration networks become expansive and exhibit small-world properties. Organizational collaboration shows a multi-core radiative diffusion trend over temporal hierarchy. There are noticeable spillover effects within regional collaboration, which are closely related to geospatial agglomeration. Besides, the positive impacts of geographical and social proximity strengthen, whereas institutional and organizational proximity gradually diminish. Geographical proximity also acts as a moderator, showing a complementarity with institutional and organizational proximity, and a substitution with social proximity. This study not only enhances our understanding of collaborative innovation management but also gives profound insights into the evolutionary mechanism of collaborative relationships in GBTI. It provides valuable reference and guidance for formulating relevant policies and strategies.

Authors

Institutions

Publication Details

Journal
IEEE Transactions on Engineering Management
Published
2025-01-01
DOI
https://doi.org/10.1109/tem.2025.3557031
Citations
8
Primary Topic
Sustainable Building Design and Assessment
Type
article
Field-Weighted Citation Impact
8.05
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Evolution of Collaborative Relationships in Green Building Technology Innovation: A Multidimensional Proximity Perspective

Yuyan Tang, Xin Ning
8 citations
IEEE Transactions on Engineering Management
Sustainable Building Design and Assessment
8.05
article

Evolution of Collaborative Relationships in Green Building Technology Innovation: A Multidimensional Proximity Perspective

Yuyan Tang, Xin Ning
article en
8 citations

Abstract

High carbon emissions, resource shortage, and environmental degradation are prevalent challenges in the construction sector. Green building technology innovation (GBTI) has been widely developed to achieve sustainability. Inter-organizational collaboration facilitates a communication platform for stakeholders, characterized by network. However, few studies have specifically delved into the underpinnings of the evolution of GBTI collaboration networks and how proximity mechanisms underpin GBTI collaboration networks. Drawing on collaborative patents data from the Derwent Innovation Index, we empirically provide valuable insights into GBTI collaboration networks in China's construction industry from a multidimensional proximity perspective. Social network analysis (SNA) is deployed to construct and depict the spatial-temporal evolution paths of GBTI collaboration networks. Besides, quadratic assignment procedure (QAP) analysis is utilized to explore the driving factors of GBTI collaboration networks. The results reveal that GBTI collaboration networks become expansive and exhibit small-world properties. Organizational collaboration shows a multi-core radiative diffusion trend over temporal hierarchy. There are noticeable spillover effects within regional collaboration, which are closely related to geospatial agglomeration. Besides, the positive impacts of geographical and social proximity strengthen, whereas institutional and organizational proximity gradually diminish. Geographical proximity also acts as a moderator, showing a complementarity with institutional and organizational proximity, and a substitution with social proximity. This study not only enhances our understanding of collaborative innovation management but also gives profound insights into the evolutionary mechanism of collaborative relationships in GBTI. It provides valuable reference and guidance for formulating relevant policies and strategies.

IEEE Transactions on Engineering ManagementVol. 72
Dongbei University of Finance and Economics (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 2%
Sustainable Building Design and Assessment
8.05
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.