Technology convergence in the Internet of Things (IoT) startup ecosystem: A network analysis

Abstract The role of investors in the growth of startups has been continuously studied. Our paper complements this stream of research by adding a new role of the investor in the Internet of Things (IoT) field, as a channel of knowledge sharing among startups. The relationship between “Internet of Things” startups located in the US and its investors leads to technology convergence as a result of knowledge sharing from investors. Using network analysis and a co-occurrence method, we find that investors in the IoT field play an intermediate role connecting startups by forming an ideal topology for knowledge sharing among them in the IoT industry. IoT startups having investors and more connections to other startups show greater technology convergence. Based on the above findings, this study argues that technology convergence occurs in the venture network as a result of investors playing the role of a channel of knowledge flow.

[1]  Jürgen Quittek,et al.  Energy Management Framework , 2014, RFC.

[2]  Antonio Iera,et al.  The Internet of Things: A survey , 2010, Comput. Networks.

[3]  Donghee Shin,et al.  Der Open-access-publikationsserver Der Zbw – Leibniz-informationszentrum Wirtschaft the Open Access Publication Server of the Zbw – Leibniz Information Centre for Economics a Socio-technical Framework for Internet-of-things Design a Socio-technical Framework for Internet-of-things Design , 2022 .

[4]  Supradeep Dutta,et al.  A comparison of the effect of angels and venture capitalists on innovation and value creation , 2016 .

[5]  George Serafeim,et al.  Resources or Power? Implications of Social Networks on Compensation and Firm Performance , 2012 .

[6]  Manju Puri,et al.  Venture Capital and the Professionalization of Start-Up Firms: Empirical Evidence , 2000 .

[7]  Julian Birkinshaw,et al.  Knowledge transfer in international acquisitions , 1999 .

[8]  Benjamin L. Hallen,et al.  The Conditional Importance of Prior Ties: A Group-Level Analysis of Venture Capital Syndication , 2017 .

[9]  L. Anselin,et al.  Patents and innovation counts as measures of regional production of new knowledge , 2002 .

[10]  L. Leydesdorff,et al.  Emergence of a Triple Helix of University-Industry-Government Relations , 1996 .

[11]  Scott Shane,et al.  Network Ties, Reputation, and the Financing of New Ventures , 2002, Manag. Sci..

[12]  Jiancheng Guan,et al.  Patent collaboration and international knowledge flow , 2012, Inf. Process. Manag..

[13]  Daniel A. Levinthal,et al.  Fortune favors the prepared firm , 1994 .

[14]  Yasuyuki Motoyama,et al.  Examining the Connections within the Startup Ecosystem: A Case Study of St. Louis , 2014 .

[15]  Olav Sorenson,et al.  Bringing the Context Back In: Settings and the Search for Syndicate Partners in Venture Capital Investment Networks , 2008 .

[16]  Toby E. Stuart,et al.  Interorganizational Endorsements and the Performance of Entrepreneurial Ventures , 1999 .

[17]  D. Mowery,et al.  Strategic alliances and interfirm knowledge transfer , 1996 .

[18]  Emílio José Montero Arruda-Filho,et al.  Green attributes converged within multifunctional technology products , 2017, Telematics Informatics.

[19]  Scott Shane,et al.  Technological Opportunities and New Firm Creation , 2001, Manag. Sci..

[20]  R. Katila,et al.  All the right moves: How entrepreneurial firms compete effectively , 2012 .

[21]  H. Håkansson.  Technological collaboration in industrial networks , 1990 .

[22]  Zhenzhong Ma,et al.  Patent application and technological collaboration in inventive activities: 1980–2005 , 2008 .

[23]  S. Birley.  The Role of Networks in the Entrepreneurial Process , 1985 .

[24]  Duk Hee Lee,et al.  The evolution of cluster network structure and firm growth: a study of industrial software clusters , 2013, Scientometrics.

[25]  Mark van Osnabrugge.  A comparison of business angel and venture capitalist investment procedures: An agency theory-based analysis , 2000 .

[26]  Andrew C. Inkpen,et al.  Social Capital, Networks, and Knowledge Transfer , 2005 .

[27]  Toby E. Stuart,et al.  Syndication Networks and the Spatial Distribution of Venture Capital Investments1 , 1999, American Journal of Sociology.

[28]  D. Lee,et al.  Network Topology and Systemically Important Firms in the Interfirm Credit Network , 2018 .

[29]  F. Kellermanns,et al.  Knowledge Transfer Between and Within Alliance Partners: Private versus Collective Benefits of Social Capital , 2007 .

[30]  S. Shane.  Why encouraging more people to become entrepreneurs is bad public policy , 2009 .

[31]  A. Lusardi,et al.  Liquidity Constraints, Household Wealth and Entrepreneurship , 2003 .

[32]  Jong Hyuk Park,et al.  An enhanced security framework for home appliances in smart home , 2017, Human-centric Computing and Information Sciences.

[33]  Hyeokseong Lee,et al.  Dynamic Patterns of Industry Convergence: Evidence from a Large Amount of Unstructured Data , 2015 .

[34]  Jürgen Schönwälder,et al.  Management of Networks with Constrained Devices: Use Cases , 2015, RFC.

[35]  L. Lindsey,et al.  Blurring Firm Boundaries: The Role of Venture Capital in Strategic Alliances , 2008 .

[36]  Duk Hee Lee,et al.  Structural properties and inter-organizational knowledge flows of patent citation network: The case of organic solar cells , 2016 .

[37]  Benjamin L. Hallen.  The Causes and Consequences of the Initial Network Positions of New Organizations: From Whom Do Entrepreneurs Receive Investments? , 2008 .

[38]  Lillian Lee,et al.  Opinion Mining and Sentiment Analysis , 2008, Found. Trends Inf. Retr..

[39]  Ram Mudambi,et al.  Conventional and Reverse Knowledge Flows in Multinational Corporations† , 2008 .

[40]  D. Audretsch,et al.  Does Entrepreneurship Capital Matter? , 2004 .

[41]  Jacob Goldenberg,et al.  Mine Your Own Business: Market-Structure Surveillance Through Text Mining , 2012, Mark. Sci..

[42]  L. Tajoli,et al.  The World Trade Network , 2011 .

[43]  Alexander Ljungqvist,et al.  Whom You Know Matters: Venture Capital Networks and Investment Performance , 2007 .

[44]  Mark M. Westerfield,et al.  Resource Accumulation Through Economic Ties: Evidence from Venture Capital , 2015 .

[45]  Marimuthu Palaniswami,et al.  Internet of Things (IoT): A vision, architectural elements, and future directions , 2012, Future Gener. Comput. Syst..

[46]  Raphael Amit,et al.  Venture‐Capital Syndication: Improved Venture Selection vs. The Value‐Added Hypothesis , 2002 .

[47]  L. Smeltzer,et al.  Analysis of the Use of Advisors as Information Sources in Venture Startups , 1991 .

[48]  Perspective: Economic Conditions, Entrepreneurship, First-Product Development, and New Venture Success , 2010 .

[49]  Arieh Gavious,et al.  Contracting, signaling, and moral hazard: a model of entrepreneurs, 'angels,' and venture capitalists , 2003 .

[50]  Ha Hoang,et al.  Network-based research in entrepreneurship A critical review , 2003 .

[51]  David H. Hsu,et al.  When Does Start-Up Innovation Spur the Gale of Creative Destruction? , 2000 .