RETRACTED ARTICLE: The Impact of Innovative City Cooperation Network on City’s Innovation Efficiency: Evidence from China

Zhao, Yan; Lyu, Jianlin; Huesig, Stefan

doi:10.1007/s13132-023-01497-1

Cited by 3 publications

(1 citation statement)

References 71 publications

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“…Cities are spatial carriers of firm innovation, and they provide a favorable innovation environment for collaborative innovation among different organizations [32]. Firm innovation is embedded in the city, and firms and cities are an integrated system.…”

Section: The Moderating Effect Of Urban Collaboration Network Structu...mentioning

confidence: 99%

Quantity or Quality? The Impact of Multilevel Network Structural Holes on Firm Innovation

Zhao,

Li,

Lyu

2024

Systems

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Embedding collaboration networks in the context of open innovation can facilitate firm innovation. Previous studies have not considered the impact of multilevel network structural embedding on firm innovation. In this study, organizational collaboration networks, knowledge networks, and urban collaboration networks are viewed as systems to explore their impact on innovation quantity and innovation quality. We validate the research hypotheses using data from Chinese high-tech firms in the field of artificial intelligence and intelligent manufacturing equipment. The results indicate that structural holes occupied by firms in organizational collaboration networks can increase the innovation quantity and have a U-shaped effect on innovation quality. Knowledge network structural holes and urban collaboration network structural holes moderate the relationship between organizational collaboration network structural holes and innovation quantity and quality. Our findings will help firms to efficiently utilize the advantages of multilevel network structural holes to improve the innovation quantity and innovation quality.

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Section: The Moderating Effect Of Urban Collaboration Network Structu...mentioning

confidence: 99%

Quantity or Quality? The Impact of Multilevel Network Structural Holes on Firm Innovation

Zhao,

Li,

Lyu

2024

Systems

Self Cite

View full text Add to dashboard Cite

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The Impact of Digital Innovation Network on Economic Resilience: An Empirical Analysis Based on the Yangtze River Delta Urban Agglomeration

Wang,

Liu

2024

Lecture Notes in Business Information Processing

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Scientific Collaboration Network Structure and Connectedness Among the “Belt and Road” Countries

Zhang,

Feng,

et al. 2024

J Knowl Econ

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RETRACTED ARTICLE: The Impact of Innovative City Cooperation Network on City’s Innovation Efficiency: Evidence from China

Cited by 3 publications

References 71 publications

Quantity or Quality? The Impact of Multilevel Network Structural Holes on Firm Innovation

Quantity or Quality? The Impact of Multilevel Network Structural Holes on Firm Innovation

The Impact of Digital Innovation Network on Economic Resilience: An Empirical Analysis Based on the Yangtze River Delta Urban Agglomeration

Scientific Collaboration Network Structure and Connectedness Among the “Belt and Road” Countries

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