Complexities and Dynamics of Innovation Networks:A Triple He
发布时间：2022-07-12 10:24
最佳的资源利用,竞争优势,经济增长,国家和机构发展是现实商业世界的主要关注点。工业和国家系统的领导人一直在努力制定为现有国家问题提供更好或替代解决方案的方法。国家系统也有相对相似的关注点,特别注重规范工业活动以实现国家目标。产业-政府互动的相关性对新兴经济体非常重要。这是因为,压倒性的共识支持这样一个前提:工业行动是国家增长和经济发展的催化剂。工业以竞争优势作为实现可持续性的手段,因此不断寻求和需要创新。高等教育机构以通过研究、专利和熟练劳动力推动创新而闻名。撒哈拉以南非洲尽管在过去十年取得了巨大的成就,但在开展相关研究以创新其内部工业和经济空间方面仍然面临着重大挑战。国家系统已经尝试了几种方法来审查和解决这些挑战。学术界,工业界和政府之间的协同作用被提议为创新国家体系提供催化变革。围绕这一期望,已经提出了几个研究假设,其中最流行的是三螺旋创新理论。三螺旋理论在欧洲和西方经济体中取得了很大的成功,有一些基于证据的研究和出版物。本论文将三螺旋理论的核心原则扩展到撒哈拉以南非洲地区,旨在回顾现有创新网络中存在的复杂性和动态性。在此基础上,本文假设,对创新网络中行动者活动的关系动力学和影响的...
【文章页数】：228 页
【学位级别】：博士
【文章目录】：
ACKNOWLEDGEMENT
ABSTRACT
摘要
Chapter1 Introduction
1.1 Introduction and Conceptual Background
1.2 Problem Statement
1.3 Aims and Objectives
1.4 Research Questions
1.5 Organisation of the Research Work
1.6 Main Contribution and Innovation
Chapter2 Literature Review
2.1 Innovation in Networks
2.2 Dimensional States of Innovation Networks
2.3 Public-Private Research Collaborations
2.4 Policy and Innovation Networks
2.4.1 Individuals and Spaces
2.4.2 Network Analysis
2.5 Conceptual Theories of the Dissertation
2.5.1 Theory of Innovation Diffusion
2.5.2 Triple Helix Theory
2.6 Conceptual Framework
Chapter3 Performance and Innovation Partnership Formation in Triple Helix Networks
3.1 Introduction
3.2 Methodology
3.2.1 Model1 -TOPSIS
3.2.2 Obtaining Dynamic Weighting with SIR-Fractional Spreading
3.2.3 Model2 -Artificial Bee Colony(ABC)Optimised Partnership Potential Identification
3.3 Data Collection
3.4 Network Analysis
3.5 Results
3.5.1 TOPSIS Determined Influence of Actors in the Innovation Network
3.5.2 Identifying Optimal Partners
3.5.3 Results on Iteration20 only
3.6 Discussion
3.7 Summary
Chapter4 Triple Helix and Sustenance of Innovation Sources
4.1 Introduction
4.2 Methodology
4.2.1 Numerical Model
4.2.2 Developing the Network
4.3 Data Analysis
4.3.1 Network Metrics:Clustering
4.3.2 Network Metrics:Centrality
4.4 Results
4.4.1 Probability of Authorship Acquisition in Funded Research Networks
4.4.2 Dynamics of Authorship Acquisition
4.4.3 Discrete and Continuous Co-Author Development
4.4.4 Dynamics of Authorship Acquisition with Government Funding and non-attrition
4.5 Summary
Chapter5 Influence of Government Policy Action on Innovation Networks
5.1 Introduction
5.2 Government Pushed Policy and Innovation Partnerships
5.2.1 Government Policy and Firm Innovativeness
5.2.2 The Contextual Case of Policy Linked Innovation Partnership Networks
5.3 Methodology
5.3.1 Measures of Analysis
5.3.2 Data
5.4 Data Analysis and Network Plotting
5.4.1 Summary of Data
5.4.2 Networks
5.5 Results
5.5.1 Structural Evolutional of the Innovation Partnership
5.5.2 Impact of Structure and Actor Attributes on Research Funding and Research Output
5.6 Discussion
5.7 Summary
CHAPTER6 Impact of Imitation on the Innovation Adoption Process in Innovation Networks
6.1 Introduction
6.2 Methodology
6.3 Adoption Probabilities of Diffused Innovation
6.4 Empirical Test
6.4.1 Data Collection Method
6.4.2 Network Development
6.5 Results
6.5.1 Multi-Attribute Analysis of Partnership
6.5.2 Model Tests
6.6 Discussion
6.7 summary
Chapter7 Impact of Imitation on Innovation Pools
7.1 Introduction
7.2 Methodology
7.2.1 Modification assumption of Predator Prey Model
7.2.2 Assumptions of our Analogy
7.2.3 Data collection
7.3 Results
7.3.1 Test of equation1:One-on-One Situation
7.3.2 Simulations based on Dynamic Scenarios
7.4 Discussion
7.5 Summary
Chapter8 Conclusion and Recommendations
8.1 Conclusion
8.2 Practical Implications
8.3 Limitations
8.4 Future Studies
REFERENCES
APPENDIX
LIST OF RESEARCH PUBLICATIONS
本文编号：3658948
【文章页数】：228 页
【学位级别】：博士
【文章目录】：
ACKNOWLEDGEMENT
ABSTRACT
摘要
Chapter1 Introduction
1.1 Introduction and Conceptual Background
1.2 Problem Statement
1.3 Aims and Objectives
1.4 Research Questions
1.5 Organisation of the Research Work
1.6 Main Contribution and Innovation
Chapter2 Literature Review
2.1 Innovation in Networks
2.2 Dimensional States of Innovation Networks
2.3 Public-Private Research Collaborations
2.4 Policy and Innovation Networks
2.4.1 Individuals and Spaces
2.4.2 Network Analysis
2.5 Conceptual Theories of the Dissertation
2.5.1 Theory of Innovation Diffusion
2.5.2 Triple Helix Theory
2.6 Conceptual Framework
Chapter3 Performance and Innovation Partnership Formation in Triple Helix Networks
3.1 Introduction
3.2 Methodology
3.2.1 Model1 -TOPSIS
3.2.2 Obtaining Dynamic Weighting with SIR-Fractional Spreading
3.2.3 Model2 -Artificial Bee Colony(ABC)Optimised Partnership Potential Identification
3.3 Data Collection
3.4 Network Analysis
3.5 Results
3.5.1 TOPSIS Determined Influence of Actors in the Innovation Network
3.5.2 Identifying Optimal Partners
3.5.3 Results on Iteration20 only
3.6 Discussion
3.7 Summary
Chapter4 Triple Helix and Sustenance of Innovation Sources
4.1 Introduction
4.2 Methodology
4.2.1 Numerical Model
4.2.2 Developing the Network
4.3 Data Analysis
4.3.1 Network Metrics:Clustering
4.3.2 Network Metrics:Centrality
4.4 Results
4.4.1 Probability of Authorship Acquisition in Funded Research Networks
4.4.2 Dynamics of Authorship Acquisition
4.4.3 Discrete and Continuous Co-Author Development
4.4.4 Dynamics of Authorship Acquisition with Government Funding and non-attrition
4.5 Summary
Chapter5 Influence of Government Policy Action on Innovation Networks
5.1 Introduction
5.2 Government Pushed Policy and Innovation Partnerships
5.2.1 Government Policy and Firm Innovativeness
5.2.2 The Contextual Case of Policy Linked Innovation Partnership Networks
5.3 Methodology
5.3.1 Measures of Analysis
5.3.2 Data
5.4 Data Analysis and Network Plotting
5.4.1 Summary of Data
5.4.2 Networks
5.5 Results
5.5.1 Structural Evolutional of the Innovation Partnership
5.5.2 Impact of Structure and Actor Attributes on Research Funding and Research Output
5.6 Discussion
5.7 Summary
CHAPTER6 Impact of Imitation on the Innovation Adoption Process in Innovation Networks
6.1 Introduction
6.2 Methodology
6.3 Adoption Probabilities of Diffused Innovation
6.4 Empirical Test
6.4.1 Data Collection Method
6.4.2 Network Development
6.5 Results
6.5.1 Multi-Attribute Analysis of Partnership
6.5.2 Model Tests
6.6 Discussion
6.7 summary
Chapter7 Impact of Imitation on Innovation Pools
7.1 Introduction
7.2 Methodology
7.2.1 Modification assumption of Predator Prey Model
7.2.2 Assumptions of our Analogy
7.2.3 Data collection
7.3 Results
7.3.1 Test of equation1:One-on-One Situation
7.3.2 Simulations based on Dynamic Scenarios
7.4 Discussion
7.5 Summary
Chapter8 Conclusion and Recommendations
8.1 Conclusion
8.2 Practical Implications
8.3 Limitations
8.4 Future Studies
REFERENCES
APPENDIX
LIST OF RESEARCH PUBLICATIONS
本文编号：3658948
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