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Updated: Sep 15, 2025

Inter-Brain Synchrony in Open-Ended Collaborative Learning: An fNIRS-Hyperscanning Study
Published on: July 21, 2021
Dynamics of regional knowledge creation and inter-city R&D collaboration in China: evidence from an empirical
Martina Neuländtner1, Thomas Scherngell1, Xielin Liu2,3
1AIT Austrian Institute of Technology GmbH, Giefinggasse 4, 1210 Vienna, Austria.
Abstract:
The objective of this study is to simulate the dynamic relationships between regional knowledge creation and inter-city R&D collaboration in China. We contribute to the scarce literature using empirically driven agent-based simulation for modelling regional knowledge creation. We provide original evidence for China creating a better understanding of the underlying micro-dynamics that shape regional knowledge creation rather than on aggregate levels (countries or larger regions). We demonstrate that collaboration produces higher knowledge gains at the system level, but benefits differ across Chinese cities. Moreover, technology-specific knowledge gains from collaborations depend on place-based factors locally moderating collaboration benefits in specific technologies.
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