Modeling technological innovation risks of an entrepreneurial team using system dynamics: An agent-based perspective

被引:123
作者
Wu, Desheng Dash [1 ,2 ]
Xie Kefan [3 ]
Hua, Liu [3 ]
Shi, Zhao [3 ]
Olson, David L. [4 ]
机构
[1] Reykjavik Univ, IS-103 Reykjavik, Iceland
[2] Univ Toronto, RiskLab, Toronto, ON M5S 1A1, Canada
[3] Wuhan Univ Technol, Wuhan 430070, Hubei, Peoples R China
[4] Univ Nebraska, Dept Management, Lincoln, NE 68588 USA
基金
中国国家自然科学基金;
关键词
Risk-based decision-making (RDM); Entrepreneurial team; Technological innovation risk; Agent-based modeling; System dynamics;
D O I
10.1016/j.techfore.2010.01.015
中图分类号
F [经济];
学科分类号
02 ;
摘要
Continuous technological innovation has been playing a vital role in ensuring the survival and development of an enterprise in today's economy. This paper studies the problem of technological innovation risk-based decision-making from an entrepreneurial team point of view. We identify the differences between this team decision-making and a traditional individual decision-making problem, where decisions are mainly affected by the decision-maker's risk and value perceptions, and risk preferences. We create a modeling framework for such a new problem, and use system dynamics theory to model it from the agent-based modeling perspective. The proposed approach is validated by a case study of the technological innovation risk decision-making in a Chinese automobile company. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码:857 / 869
页数:13
相关论文
共 21 条
[1]  
[Anonymous], 1980, Societal risk assessment: Safe is safe enough?, DOI [10.1007/978-1-4899-0445-4_9, DOI 10.1007/978-1-4899-0445-4_9]
[2]  
CHANDLER GN, 1998, INVESTIGATION NEW VE
[3]   SUCCESS AMONG HIGH-TECHNOLOGY FIRMS [J].
COOPER, AC ;
BRUNO, AV .
BUSINESS HORIZONS, 1977, 20 (02) :16-22
[4]   EMERGING HIGH-TECH FIRMS - HOW DURABLE ARE THEIR COMPARATIVE START-UP ADVANTAGES [J].
DOUTRIAUX, J .
JOURNAL OF BUSINESS VENTURING, 1992, 7 (04) :303-322
[5]   INCUBATORS AND PERFORMANCE - A COMPARISON OF HIGH-GROWTH AND LOW-GROWTH HIGH-TECH FIRMS [J].
FEESER, HR ;
WILLARD, GE .
JOURNAL OF BUSINESS VENTURING, 1989, 4 (06) :429-442
[6]  
Fenzl T., 2009, J. Socio-Econ, V38, P752, DOI [10.1016/j.socec.2009.06.001, DOI 10.1016/J.SOCEC.2009.06.001]
[7]   INFORMED CONSENT IN SOCIETAL RISK-BENEFIT DECISIONS [J].
FISCHHOFF, B .
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 1979, 13 (04) :347-357
[8]   Towards a theory of entrepreneurial teams [J].
Harper, David A. .
JOURNAL OF BUSINESS VENTURING, 2008, 23 (06) :613-626
[9]   Functions of innovation systems: A new approach for analysing technological change [J].
Hekkert, M. P. ;
Suurs, R. A. A. ;
Negro, S. O. ;
Kuhlmann, S. ;
Smits, R. E. H. M. .
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2007, 74 (04) :413-432
[10]   The structure and evolution of industrial clusters: Transactions, technology and knowledge spillovers [J].
Iammarino, Simona ;
McCann, Philip .
RESEARCH POLICY, 2006, 35 (07) :1018-1036