基于知识转移的合作创新伙伴信任评价研究

摘要/Abstract

摘要： 在合作创新中,知识转移是合作创新的必要过程,也是合作创新取得成功的关键。同时,信任可以促进合作创新伙伴之间的知识分享和知识转移,并由此促进合作创新的效果。因此,本文从知识转移的视角进行了合作创新伙伴信任评价研究。首先,在已有研究基础上,结合专家咨询的方法,建立了基于知识转移的合作创新伙伴信任评价的指标体系;然后,构建了合作创新伙伴信任评价的RS-SVM模型;最后选择某研究所及其30个合作创新伙伴作为样本,对评价模型进行了应用研究,结果显示,RS-SVM模型的准确率和效率均比较高。本研究不仅可以拓展目前信任研究的视角和方法,也从实践上帮助合作创新主体进行有效的信任管理,以进一步促进伙伴之间的知识转移,达成合作创新的目标。

关键词: 合作创新, 信任评价, 知识转移, 粗糙集, 支持向量机

Abstract: Knowledge transfer is a necessary process, which is crucial for success in cooperation innovation. Meanwhile, trust among partners can promote knowledge sharing and knowledge transferring during cooperation innovation, and thus can increase the performance of cooperative innovation. This paper evaluates trust among cooperation partners from the perspective of knowledge transfer. Firstly, an indicator system for trust evaluation is constructed based on literature and expert interview. Secondly, a RS-SVM trust evaluation model is proposed based on knowledge transfer. Finally, we take an institute and its 30 partners as example and investigate the applicability of the RS-SVM model. The result shows that both the accuracy and efficiency of the model are higher than those of other evaluation methods. This study can not only extend the perspective of current studies on trust, but also assist enterprises to conduct trust management in practice, and thus promote knowledge transfer among partners, to further achieve the target of cooperation innovation.

Key words: cooperation innovation, trust evaluation, knowledge transfer, rough set, support vector machine

中图分类号:

F273.1

程巧莲, 胡珑瑛, 崔双双. 基于知识转移的合作创新伙伴信任评价研究[J]. 运筹与管理, 2014, 23(1): 143-150.

CHENG Qiao-lian, HU Long-ying, CUI Shuang-shuang. Trust Evaluation of Cooperation Innovation Partners Based on Knowledge Transfer[J]. Operations Research and Management Science, 2014, 23(1): 143-150.

参考文献

[1] Harrigan K R. Strategic alliances and partner asymmetries[A]. Contractor F J, Lorange P. Cooperative strategies in international business[C]. 2nd. Kidlington: Elsevier Science Ltd, 2002. 205-226.
[2] Granovetter M. Problems of explanation in economic sociology. In N. Nothria & R.Eccles(Eds), net-works and organizations: structure, form, and action[M]. Boston: Harvard Business School Press, 1992. 25-26.
[3] Sherwood A L, Covin J G. Knowledge acquisition in university-industry alliances: an empirical investigation from a learning theory perspective[J]. Journal of Product Innovation Management, 2008, 25(2): 162-179.
[4] Rottman J W. Successful knowledge Transfer within offshore supplier networks: A case study exploring social capital in strategic alliances[J]. Journal of Information Technology, 2008, 23(1): 31-43.
[5] Dhanaraj C, Lyles M A, Steensma H K, Tihanyi L. Managing tacit and explicit knowledge transfer in IJVs: the role of relational embeddedness and the impact on performance[J]. Journal of International Business Studies, 2004, 35(5): 428-442.
[6] Fusfeld H I, Haklisch C S. Cooperative R&D for competitors[J]. Harvard Business Review, 1985, 85(6):60-76.
[7] Hart K M, Capps H R, Cangemi J P, Caillouet L M. Exploring organizational trust and its multiple dimensions: A case study of general motors[J]. Organization Development Journal, 1986, 4(2): 31-39.
[8] Ring P S, A H Van De Ven. Structuring cooperative relationships between organizations[J]. Strategic Management Journal, 1992, 7(13):483-498.
[9] Sako M, Helper S. Determinants of trust in supplier relations: Evidence from the automotive industry in Japan and the United States[J]. Journal of Economic Behavior & Organization, 1998, 34(3):387-417.
[10] Nielsen B B. Trust and learning in international strategic alliances[R]. Working Paper, Copenhagen Business School, 2001. 4-28.
[11] 何丽君.合作创新伙伴信任关系的构建[J].科技管理研究,2011,31(6):165-168.
[12] 徐卫,刘端阳.企业联盟信任评价方法[J].计算机工程与科学,2009,31(2):112-115.
[13] 李纲.信任和知识转移与新产品开发的关系模型——基于合作创新的视角[J].科技进步与对策,2008,25(8):171-174.
[14] 杨玉兵,潘安成.特许经营网中的知识源与组织知识转移[J].西安电子科技大学学报(社会科学版),2008,18(2):31-35.
[15] 秦红霞,丁长青.企业知识共享中的信任机制研究[J].情报杂志,2007,26(11):43-45.
[16] Mowery D C, Teece D J. Strategic alliances and industrial research[A]. Rosenbloom R, Spenser W. Engines of Innovation: U.S. Industrial Research at the End of an Era [C]. Boston: Harvard Business School, 1996. 111-129.
[17] Knights D, Murray F, Willmott H. Networking as knowledge work: A study of strategic interorganizational development in the financial services industry[J]. Journal of Management Studies, 1993, 30(6): 975-995.
[18] 张桐.商业伙伴信任与知识转移:若干因素的中介作用[D].大连:大连理工大学,2007
[19] Inkpen A C. Learning, Knowledge acquisition, and strategic alliances[J]. European Management Journal, 1998, 16(2):223-229.
[20] 卢兵,岳亮,廖貅武.企业联盟中知识转移的影响因素分析——个分析模型[J].预测,2006,25 (2):31-43.
[21] 王前锋.关于跨国公司战略联盟知识转移问题的研究[D].上海:华东师范大学,2006.
[22] 翟运开.企业间合作创新的知识转移及其实现研究[J].工业技术经济,2007,26(3):43-46.
[23] Simonin B L. The importance of collaborative know-how: An Empirical Test of the learning organization[J]. Academy of Management Journal, 1997, 40(5): 1150-1174.
[24] Hamel G. Competition for competence and interpartner learning within international strategic alliances[J]. Strategic Management Journal, 1991, 12(S1): 83-104.
[25] 王珩骞.基于情境相似性的组织间知识转移绩效的研究[D].湖南:中南大学,2007.
[26] 李燕华,宋福烨.企业外部社会资本对企业间知识转移的影响分析[J].统计与决策,2007,(21):179-182.
[27] Deepak K D,Abdul A R. Effectiveness and efficiency of cross-border knowledge transfer: An empirical examination[J].Journal of Management Studies, 2008, 45(4): 714-744.
[28] 陈劲,童亮.联知创新——杂产品系统创新的知识管理[M].北京:科学出版社.2008:15-16.