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Do Technology Spillovers Affect Technological Innovation Outputs: The Joint Moderating Effect of Digital Technology Application and Market Competition
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Jing Ning, Peiwei Wang
Journal of Technology Economics | 2025, 44(11) : 110 - 122
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Journal of Technology Economics | 2025, 44(11): 110-122
• Enterprise Technology Economics •
Do Technology Spillovers Affect Technological Innovation Outputs: The Joint Moderating Effect of Digital Technology Application and Market Competition
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Jing Ning, Peiwei Wang
Affiliations
  • School of Management, Ocean University of China, Qingdao 266100, China
Published: 2025-11-25 doi: 10.12404/j.issn.1002-980X.J24060309
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As main innovation entities, firms cannot be separated from technological interaction with other firms in carrying out their technological innovation, and are more deeply influenced by the technology spillover effect. Based on data of 3737 Shanghai and Shenzhen A-share listed firms in China from 2010 to 2021, a panel model was constructed to analyze the impact of inter-firm technology spillovers and technological innovation outputs of technology spillover-receiving firms, and to examine the moderating effects of digital technology application and market competition on the relationship between them, as well as their joint moderating effect. The results show that inter-firm technology spillovers contribute to improving the technological innovation outputs of spillover-receiving firms. Both digital technology application and market competition exert a positive moderating effect on this relationship. Additionally, the moderating effect of digital technology application also depends on the market competition. In a further analysis, the positive effect of inter-firm technology spillovers on the technological innovation outputs of spillover-receiving firms is found to be more pronounced among state-owned enterprises, high-tech industries, regions with high levels of economic development, and inter-competitive firms. It findings provide micro-level evidence for explaining the relationship between inter-firm technology spillovers and technological innovation outputs of spillover-receiving firms, and provide practical implications for the governments and firms.

technology spillover  /  digital technology application  /  market competition  /  technological innovation outputs
宁靓, 王培伟. 技术溢出影响企业的技术创新产出吗?——基于数字技术应用与市场竞争的联合调节效应. 技术经济, 2025 , 44 (11) : 110 -122 . DOI: 10.12404/j.issn.1002-980X.J24060309
Jing Ning, Peiwei Wang. Do Technology Spillovers Affect Technological Innovation Outputs: The Joint Moderating Effect of Digital Technology Application and Market Competition[J]. Journal of Technology Economics, 2025 , 44 (11) : 110 -122 . DOI: 10.12404/j.issn.1002-980X.J24060309
Year 2025 volume 44 Issue 11
33
7
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doi: 10.12404/j.issn.1002-980X.J24060309
  • Receive Date:2024-06-03
  • Online Date:2026-10-27
  • Published:2025-11-25
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  • Received:2024-06-03
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    School of Management, Ocean University of China, Qingdao 266100, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
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Number of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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