Composition of Collaborative Innovation Networks: An Investigation of Process Characteristics and Outcomes

Nina Veflen, J. Scholderer, Ingunn Elvekrok
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引用次数: 6

Abstract

In this study we test how different ways of composing collaborative action networks influence food innovation. Networks have received considerable attention in the literature and are perceived to enhance the likelihood of innovation success by overcoming resource and capability deficiencies. While previous studies of collaborate innovation in the food sector have been mostly qualitative case studies of one or a few networks, we compare 96 networks which were all structured according to the same network template. After content-analysing archive data, we estimated a vector-generalised linear model with binomial response distributions and probit link functions; with network composition as the predictor and the innovation process charateristics and outcomes as response variables. Our findings show that differently composed manufacturer networks lead to different outcomes and different process characteristics. We find that strong management and coordination of activities are more important for heterogeneous manufacturer networks than for homogeneous manufacturer networks, and that vertically composed networks with suppliers contribute to efficiency gains to a higher extent than networks consisting solely of manufacturers.
协同创新网络的组成:过程特征与结果研究
在这项研究中,我们测试了组成合作行动网络的不同方式如何影响食品创新。网络在文献中受到了相当大的关注,并被认为通过克服资源和能力的不足来提高创新成功的可能性。虽然之前对食品行业合作创新的研究大多是对一个或几个网络的定性案例研究,但我们比较了96个网络,这些网络都是根据同一网络模板构建的。在对档案数据进行内容分析后,我们估计了一个具有二项式响应分布和probit链接函数的向量广义线性模型;以网络构成为预测变量,以创新过程特征和结果为响应变量。我们的研究结果表明,不同组成的制造商网络会导致不同的结果和不同的过程特征。我们发现,与同质制造商网络相比,对异构制造商网络的活动进行强有力的管理和协调更为重要,而且与仅由制造商组成的网络相比,与供应商垂直组成的网络在更大程度上有助于提高效率。
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来源期刊
International Journal on Food System Dynamics
International Journal on Food System Dynamics Economics, Econometrics and Finance-Economics, Econometrics and Finance (miscellaneous)
CiteScore
1.60
自引率
0.00%
发文量
0
期刊介绍: Understanding the development of the food system requires a system view that captures the complexity of the system and its many interrelationships with its economic, social and natural environments. The Journal accepts and offers papers within this broad range of issues focussing on the management, policy, marketing, consumer aspects, transparency, e-commerce, institutional or regional development, information and communication systems, ressource economics, production economics, chain management, network economics, and similar aspects. Papers may focus on modeling, empirical research or theoretical analyis. This broad range of publication opportunities asks authors to follow clear lines of arguments and to present arguments in a convincing way that avoids unnecessary complexities of model formulations if not relevant for the support of arguments. The publication of scientific articles is complemented by a number of sections that provide room for publications with a more specific focus: ''Case studies'': A section on case studies of the ''Harvard Type'' allows the publication of studies that might build on established scientific methodology but demonstrate its use in ceratin decision environments. Case studies might be complemented by ''teaching cases'' that are kept on a database outside the journal but accessible to readers on approval by authors. ''Research Forum'': It allows to discuss newly emerging research challenges or to contribute to ongoing scientific discussions on research problems. In addition, authors might initiate a discussion on issues brought up by articles published in the journal. ''Research Notes'': It provides room for specific shorter scientific contributions with a narrow scope.
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