Patterns of technological learning within the knowledge systems of industrial clusters in emerging economies: Evidence from China

Abstract Through an interview-based exploratory study and a follow-up survey-based quantitative analysis, this paper investigates the technological learning pattern in terms of structure and mechanisms of interaction within the knowledge system of two industrial clusters in China. Unlike the recent studies that suggest that industrial cluster comprises disconnected leader-centered communities, we argue that the different leader-centered communities within the knowledge systems of industrial clusters are not disconnected from each other. Instead, those communities are inter-connected through the so-called ‘knowledge spanning mechanisms’. Regarding the interaction dimension of technological learning pattern, this paper argues that in analyzing learning behavior in the knowledge networks of industrial clusters, it is necessary to synthesize the learning opportunity perspective and the absorptive capacity perspective to better understand and explain the similarities and dissimilarities in technological learning behavior among different cluster types, across cognitive subgroups, and between product innovation and process innovation. Our study reveals that in the context of emerging countries, the following four factors are decisive for technological learning opportunities inside the knowledge networks of industrial clusters: the underlying complexity of technology in clusters, the inter-connectedness between product and process, path dependency in knowledge searching, and the incremental nature of a cluster’s technological development.

[1]  Elisa Giuliani,et al.  The structure of cluster knowledge networks: uneven and selective, not pervasive and collective , 2005 .

[2]  M. Porter,et al.  The Competitive Advantage of Nations. , 1990 .

[3]  Najib Harabi,et al.  Channels of R&D spillovers: An empirical investigation of Swiss firms , 1995 .

[4]  Elizabeth K Bye,et al.  An analysis of apparel industry fit sessions , 2005 .

[5]  Roberto Camagni,et al.  Innovation Networks , 1991 .

[6]  Stuart A. Rosenfeld Bringing business clusters into the mainstream of economic development , 1997 .

[7]  Liang-Chih Chen,et al.  Learning through informal local and global linkages: The case of Taiwan's machine tool industry , 2009 .

[8]  Ming-Je Tang,et al.  Vertical integration and innovative performance: The effects of external knowledge sourcing modes , 2010 .

[9]  Michael S. Dahl,et al.  Knowledge flows through informal contacts in industrial clusters: myth or reality? , 2004 .

[10]  Maryann P. Feldman,et al.  The Geographic Sources of Innovation: Technological Infrastructure and Product Innovation in the United States , 1994 .

[11]  S. Breschi,et al.  Knowledge Spillovers And Local Innovation Systems: A Critical Survey , 2001 .

[12]  Frank Wilkinson,et al.  Collective Learning and Knowledge Development in the Evolution of Regional Clusters of High Technology SMEs in Europe , 1999 .

[13]  Peter Maskell,et al.  Towards a Knowledge‐based Theory of the Geographical Cluster , 2001 .

[14]  Khalid Nadvi,et al.  Clustering and Industrialization: Introduction , 1999 .

[15]  Zvi Griliches,et al.  Issues in Assessing the Contribution of Research and Development to Productivity Growth , 1979 .

[16]  How do industry clusters success : a case study in China' s textiles and apparel industries , 2004 .

[17]  G. Leask,et al.  Strategic groups, competitive groups and performance within the U.K. pharmaceutical industry: Improving our understanding of the competitive process , 2007 .

[18]  Peter Maskell,et al.  The Firm in Economic Geography* , 2001 .

[19]  Roberta Rabellotti External Economies and Cooperation in Industrial Districts: A Comparison of Italy and Mexico , 1997 .

[20]  R. Martin,et al.  Deconstructing clusters: chaotic concept or policy panacea? , 2003 .

[21]  P. Swann,et al.  Do firms in clusters innovate more , 1998 .

[22]  Bennett Harrison,et al.  Industrial Districts: Old Wine in New Bottles? , 1992 .

[23]  P. Morosini Industrial Clusters, Knowledge Integration and Performance , 2004 .

[24]  E. Giuliani The Selective Nature of Knowledge Networks in Clusters: Evidence from the Wine Industry , 2007 .

[25]  Uwe Cantner,et al.  Innovator networks and regional knowledge base , 2008 .

[26]  Dominic Power,et al.  Working through Knowledge Pools: Labour Market Dynamics, the Transference of Knowledge and Ideas, and Industrial Clusters , 2004 .

[27]  M. Bell,et al.  The micro-determinants of meso-level learning and innovation: evidence from a Chilean wine cluster , 2005 .

[28]  A. Saxenian The origins and dynamics of production networks in Silicon Valley , 1991 .

[29]  Anne L. J. Ter Wal,et al.  Knowledge Networks and Innovative Performance in an Industrial District: The Case of a Footwear District in the South of Italy , 2007 .

[30]  M. Bell,et al.  Knowledge Systems and Technological Dynamism in Industrial Clusters in Developing Countries , 1999 .

[31]  A. Marshall Principles of Economics , .

[32]  M. Porter Clusters and the new economics of competition. , 1998, Harvard business review.

[33]  Alessandro Nuvolari,et al.  Collective Invention during the British Industrial Revolution The Case of the Cornish Pumping Engine , 2004 .

[34]  Gianni Lorenzoni,et al.  The firms that feed industrial districts: A return to the Italian source , 1999 .

[35]  Andrea Morrison,et al.  Gatekeepers of Knowledge within Industrial Districts: Who They Are, How They Interact , 2008 .

[36]  Tilman Altenburg,et al.  How to Promote Clusters: Policy Experiences from Latin America , 1999 .

[37]  Z. Griliches The Search for R&D Spillovers , 1991 .

[38]  E. Malecki Everywhere? The Geography of Knowledge , 2010 .

[39]  Ilaria Giannoccaro,et al.  Innovation in industrial districts: An agent-based simulation model , 2006 .

[40]  Julian Birkinshaw,et al.  External Sources of Knowledge, Governance Mode, and R&D Performance , 2005 .

[41]  Nunzia Carbonara,et al.  Innovation processes within geographical clusters: a cognitive approach , 2004 .

[42]  F. Malerba,et al.  The Geography of Innovation and Economic Clustering: Some Introductory Notes , 2001 .

[43]  N. Dayasindhu,et al.  Embeddedness, knowledge transfer, industry clusters and global competitiveness: a case study of the Indian software industry , 2002 .

[44]  A. Faggian,et al.  Collective Learning and Relational Capital in Local Innovation Processes , 2005 .

[45]  Francesco Lissoni,et al.  Knowledge codification and the geography of innovation: the case of Brescia mechanical cluster , 2001 .

[46]  S. Zeng,et al.  Relationship between cooperation networks and innovation performance of SMEs , 2010 .