市场导向对协同创新绩效的影响机理:基于复杂网络的动静态比较
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摘要
本文基于协同理论及WS小世界网络思想,构建了多主体协同的复杂网络模型,通过模拟仿真对比分析了静态和动态网络结构下市场导向的三个维度对多主体协同创新绩效的影响机理。研究表明:短期的动态网络结构、长期的静态网络结构更有利于发挥顾客导向对协同创新绩效的驱动效应;动态网络结构下的竞争者导向、静态网络结构下的职能间协调对协同创新绩效的驱动效应更显著。
This paper is based on the theory of collaborative and thinking of WS small-world networks. A complex multi-agent collaborative network model is constructed. The influence mechanism under static and dynamic network structure from three dimensions of marketoriented on the multi-agent collaborative innovation performance is analyzed by the numerical simulation. The results show that the shortterm dynamic network structure and the long-term static network structure are more conducive from customer orientation driving effect on the collaborative innovation performance; Competitor oriented under dynamic network structure and interfunctional coordination under static network structure are more significant for driving effect of collaborative innovation performance.
This paper is based on the theory of collaborative and thinking of WS small-world networks. A complex multi-agent collaborative network model is constructed. The influence mechanism under static and dynamic network structure from three dimensions of marketoriented on the multi-agent collaborative innovation performance is analyzed by the numerical simulation. The results show that the shortterm dynamic network structure and the long-term static network structure are more conducive from customer orientation driving effect on the collaborative innovation performance; Competitor oriented under dynamic network structure and interfunctional coordination under static network structure are more significant for driving effect of collaborative innovation performance.
引文
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[8]MUSIOLIK Joerg,MARKARD Jochen,HEKKERT Marko.Networks and network resources in techno-logical innovation system:towards a conceptual framework for system building[J].Technological forecasting&social change,2010,79(6):1032-1048.
[9]黄玮强,庄新田.网络结构与创新扩散研究[J].科学学研究,2007(5):1018-1024.
[10]罗晓光,孙艳凤.创新扩散网络结构与创新扩散绩效关系研究[J].科技进步与对策,2015(8):1-6.
[11]苟德轩,沙勇忠.产学研合作创新网络结构测度与分析[J].情报杂志,2013(6):191-197.
[12]曹霞,张路蓬.利益驱动对创新网络合作行为演化的影响机理及仿真:基于复杂网络拓扑结构视角[J].运筹与管理,2015(6):160-169.
[13]杜斌,张治河.技术创新市场导向机制:基于三位一体的系统模型研究[J].财经科学,2016(5):123-132.
[14]ZHANG Jing,DUAN Yanling.The impact of different types of market orientation on product innovation performance evidence from Chinese manufacturers[J].Management decision,2010,48(6):849-867.
[15]CHENG Colin C,DENNIS Krumwiede.The role of service innovation in the market orientation:new service performance linkage[J].Technovation,2012,32(7):487-497.
[16]WANG Qiang,ZHAO Xiande,VOSS Chris.Customer orientation and innovation:a comparative study of manufacturing and service firms[J].International journal of production economics,2016(171):221-230.
[2]孙萍,张经纬.市场导向的政产学研用协同创新模型及保障机制研究[J].科技进步与对策,2014(16):17-22.
[3]刘丹,闫长乐.协同创新网络结构与机理研究[J].管理世界,2013(12):1-4.
[4]喻科.产学研合作创新网络特性及动态创新能力培养研究[J].科研管理,2011,32(2):82-87.
[5]GUAN Jiancheng,ZHAO Qingjun.The impact of university-industry collaboration network on innovation in nano bio pharmaceuticals[J].Technological forecasting and social change,2013,80(7):1271-1286.
[6]KRATKE S.Regional knowledge networks:a network analysis approach to the inter-linking of knowledge resources[J].European urban and regional studies,2010,17(1):83-97.
[7]刘国巍.产学研合作创新网络时空演化模型及实证研究——基于广西2000—2013年的专利数据分析[J].科学学与科学技术管理,2015(4):64-74.
[8]MUSIOLIK Joerg,MARKARD Jochen,HEKKERT Marko.Networks and network resources in techno-logical innovation system:towards a conceptual framework for system building[J].Technological forecasting&social change,2010,79(6):1032-1048.
[9]黄玮强,庄新田.网络结构与创新扩散研究[J].科学学研究,2007(5):1018-1024.
[10]罗晓光,孙艳凤.创新扩散网络结构与创新扩散绩效关系研究[J].科技进步与对策,2015(8):1-6.
[11]苟德轩,沙勇忠.产学研合作创新网络结构测度与分析[J].情报杂志,2013(6):191-197.
[12]曹霞,张路蓬.利益驱动对创新网络合作行为演化的影响机理及仿真:基于复杂网络拓扑结构视角[J].运筹与管理,2015(6):160-169.
[13]杜斌,张治河.技术创新市场导向机制:基于三位一体的系统模型研究[J].财经科学,2016(5):123-132.
[14]ZHANG Jing,DUAN Yanling.The impact of different types of market orientation on product innovation performance evidence from Chinese manufacturers[J].Management decision,2010,48(6):849-867.
[15]CHENG Colin C,DENNIS Krumwiede.The role of service innovation in the market orientation:new service performance linkage[J].Technovation,2012,32(7):487-497.
[16]WANG Qiang,ZHAO Xiande,VOSS Chris.Customer orientation and innovation:a comparative study of manufacturing and service firms[J].International journal of production economics,2016(171):221-230.