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Impacts of Incubation Network Structure and Risk Propagation on the Ultimate Health of Incubation Network |
Wu Tian 1,2,Hu Haiqing1 |
(1.School of Economics and Management,Xi'an University of Technology,Xi'an 710054,China;2.School of Finance,Xi'an Eurasia University,Xi'an 710065,China) |
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Abstract The spread of risks in the incubation network affects the overall health of the incubation network and will lead to high failure rates and low growth rates of incubating enterprises.For the sake of achieving an effective network governance,the actual networks formed by two national incubators were used as examples,and SIR models of the Complex Theory and the simulation methods were proposed to simulate the propagation mechanism against risks in different network structure under specific circumstances,and those simulated data were subjected to a regression analysis.Studies show that there is a significant correlation between the incubation network structure,risk propagation,and ultimate health of network; under a lower initial health distribution,the scale free network has a faster recovery speed; different network structures and visualization levels can help improve the ability of incubation networks to mitigate risks.
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Received: 17 September 2020
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[1] 高洋,叶丹,张迪宣,等.东北老工业基地创业孵化器运行效率[J].科学学研究,2019,37(7):1295-1305.[2] MARIN B,ROMUALDO P S.Epidemic spreading in correlated complex networks[J].Physical Review E,2002,66(4):1-4.[3] 张延禄,杨乃定.针对研发网络风险传播的控制方法模型及仿真[J].系统管理学报,2018,27(3):500-511.[4] BATTISTON S,GATTI D D,GALLEGATI M,et al.Liaisons dangereuses: increasing connectivity,risk sharing,and systemic risk[J].Journal of Economic Dynamics and Control,2012,36(8): 1121-1141.[5] ALLEN F,GALE D.Financial contagion[J].Journal of Political Economy,2000,108(1): 1-33.[6] BLUME L,EASLEY D,KLEINBERG J,et al.Network formation in the presence of contagious risk[C].ACM Conference on Electronic Commerce,2011.[7] GAI P,HALDANE A,KAPADIA S.Complexity,concentration and contagion[J].Journal of Monetary Economics,2011,58(5):453-470.[8] CACCIOLI F,CATANACH T A,FARMER J D.Heterogeneity,correlations and financial contagion[J].Advances in Complex Systems,2012,15(2):1-7.[9] 李永奎,周宗放.基于小世界网络的企业间关联信用风险传染延迟效应[J].系统工程,2015,33(9):74-79.[10] 沈丽,刘媛,李文君.中国地方金融风险空间关联网络及区域传染效应:2009-2016[J].管理评论,2019,31(8):35-48.[11] 王子丰,周晔.中美上市银行高维网络结构特征与系统性风险传染[J].金融经济学研究,2018,33(4):35-45.[12] MAGEAU M T, COSTANZA R, ULANOWICZ R E. Quantifying the trends expected in developing ecosystems[J].Ecological Modelling,1998,112(1):1-22.[13] BLOME C,SCHOENHERR T.Supply chain risk management in financial crises—a multiple case-study approach[J].International Journal of Production Economics,2011,134(1):43-57.[14] 王兴琼.基于仿生视角的组织健康外在表征与内在机制分析[J].科技管理研究,2012,32(20):225-229.[15] 谢逢洁,崔文田.陆运快递网络的复杂结构特性及演化模型[J].系统管理学报,2016,25(2):364-369, 378.[16] 王国红,周建林,邢蕊.创新孵化网络演化无标度特征仿真分析[J].技术经济,2014,33(10):29-35.[17] 黄玮强,姚爽,庄新田,等.基于无标度网络的创新扩散模型研究[J].东北大学学报(自然科学版),2015,36(8):1212-1216.[18] WATTS D J,STROGATZ S H.Collective dynamics of 'small-world' networks[J].Nature,1998,393(6684): 440-442.[19] STEEN J,MACAULAY S,KASTELLE T.Small worlds: the best network structure for innovation[J].Prometheus,2011,29(1):39-50.[20] NEWMAN M E J,WATTS D J,STROGATZ S H.Random graph models of social networks[J].Proceedings of the National Academy of Sciences,2002,99(1):2566-2572.[21] 汪小帆,李翔,陈关荣.复杂网络理论及其应用[M].北京: 清华大学出版社,2006.[22] 张延禄,杨乃定.针对研发网络风险传播的控制方法模型及仿真[J].系统管理学报,2018,27(3):500-511.[23] 潘顺荣,崔博,乐美龙,等.系统论视角下的网络风险传播研究[J].系统科学学报,2019,27(1):102-107.[24] 苗红,黄鲁成.区域技术创新生态系统健康评价初探[J].科技管理研究,2007,27(11):101-103.[25] 吴金希.创新生态体系的内涵、特征及其政策含义[J].科学学研究,2014,32(1):44-51.[26] KOROTKOV D,HANNAH T E.The five-factor model of personality: strengths and limitations in predicting health status,sick-role and illness behaviour[J].Personality and Individual Differences,2004,36(1):187-199.[27] BLOME C,SCHOENHERR T.Supply chain risk management in financial crises—a multiple case-study approach[J].International Journal of Production Economics,2011,134(1):43-57.[28] 方锦清,汪小帆,刘曾荣.略论复杂性问题和非线性复杂网络系统的研究[J].科技导报,2004,25(2):9-12,64.[29] THOMAS J C.Chaos,catastrophe,and human affairs: applications of nonlinear dynamics to work,organizations,and social evolution[J].Personnel Psychology,1997,50(1):200-203.[30] GOSAIN S,MALHOTRA A,OMAR A,et al.Coordinating for flexibility in e-business supply chains[J].Journal of Management Information Systems,2004,21(3):7-45.[31] MAGHSOUDI A,PAZIRANDEH A.Visibility,resource sharing and performance in supply chain relationships: insights from humanitarian practitioners[J].Supply Chain Management,2016,21(1):125-139.[32] ARSHINDER K A,DESHMUKH S G.Supply chain coordination: perspectives,empirical studies and research directions[J].International Journal of Production Economics,2008,115(2):316-335.[33] CHRISTOPHER M.The agile supply chain: competing in volatile markets[J].Industrial Marketing Management,2000,29(1): 37-44.[34] WEI H L,ERIC T G WANG.The strategic value of supply chain visibility:increasing the ability to reconfigure[J].European Journal of Information Systems,2010,19(2):238-249.[35] DUBEY R,GUNASEKARAN A,CHILDE S J,et al.Upstream supply chain visibility and complexity effect on focal company's sustainable performance: Indian manufacturers' perspective[J].Annals of Operations Research,2017,290(1):343-367.[36] TANG C S,ZIMMERMAN J D,NELSON J I.Managing new product development and supply chain risks:the Boeing 787 case[J].Supply Chain Forum: An International Journal,2009,10(1):74–86.[37] LEE H,KIM M S,KIM K K.Interorganizational information systems visibility and supply chain performance[J].International Journal of Information Management,2014,34(2):285-295.[38] 张明珍,杨乃定,张延禄.环境动荡性对研发网络结构与风险传播的调节作用研究[J].软科学,2019,33(9):87-91, 127.[39] 蒋同明.科技园区创新网络结构特征测度的仿真研究[J].科学学与科学技术管理,2011,32(1):78-81.[40] BARTHELMY M,BARRAT A,PASTOR-SATORRAS R,et al.Dynamical patterns of epidemic outbreaks in complex heterogeneous networks[J].Journal of Theoretical Biology,2005,235(2): 275-288.[41] 孙冰,田胜男,姚洪涛.创新网络的小世界效应如何影响突围性技术扩散——基于转换成本的调节作用[J].管理评论,2018,30(3):72-81, 127.[42] 孙耀吾,卫英平.高技术企业联盟知识扩散研究——基于小世界网络的视角[J].管理科学学报,2011,14(12):17-26.[43] 陈伟,周文,郎益夫.集聚结构、中介性与集群创新网络抗风险能力研究——以东北新能源汽车产业集群为例[J].管理评论,2015,27(10):204-217.[44] 曹洁琼,其格其,高霞.合作网络“小世界性”对企业创新绩效的影响——基于中国ICT产业产学研合作网络的实证分析[J].中国管理科学,2015,23(S1):657-661.[45] 黄玮强,庄新田,姚爽.基于创新合作网络的产业集群知识扩散研究[J].管理科学,2012,25(2):13-23.[46] BASOLE R C,BELLAMY M A.Visual analysis of supply network risks:insights from the electronics industry[J].Decision Support Systems,2014,67:109-120.[47] 周建华,张捷.产业集群担保网络结构与风险传染机制——以温州眼镜产业担保网和电气产业担保网为例[J].产经评论,2016,7(4):17-29.[48] NEWMAN,M E J.The structure and function of complex networks[J].SIAM Review,2003,45(2):167-256.[49] ZHANG X,ZHAO N.The model and simulation of the invulnerability of scale-free networks based on"honeypot"[J].Journal of Networks,2011,6(6):928-931.[50] 张玲,任晓悦,张元杰,等.中国企业孵化的空间溢出效应——来自35个大中城市的实证研究[J].科技进步与对策.2019,36(3):42-51.[51] 胡志浩,李晓花.复杂金融网络中的风险传染与救助策略——基于中国金融无标度网络上的SIRS模型[J].财贸经济,2017,38(4):101-114.[52] 陈庭强,何建敏.基于复杂网络的信用风险传染模型研究[J].中国管理科学,2014,22(11):1-10.[53] AGGARWAL V A,SIGGELKOW N,SINGH H.Governing collaborative activity:interdependence and the impact of coordination and exploration[J].Strategic Management Journal,2011,32(7): 705-730.[54] 徐建中,朱晓亚.社会网络嵌入情境下R&D团队内部知识转移影响机理——基于制造企业的实证研究[J].系统管理学报,2018,27(3):422-432, 451. |
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