Clusters and Industrial Districts: Where is the Literature Going? Identifying Emerging Sub-Fields of Research

Abstract The industrial district and cluster literature has generated an extraordinary quantity of articles, debates and topics for discussion, and encompasses one of the most vibrant lines of research in the field of economics, geography, management and related disciplines. The literature, however, is fairly fragmented. In this paper, “bibliometric” methods are used to analyse the cluster literature published between 1957 and 2014 in order to explore “prospective” research priorities through the method of “bibliographic coupling”. Beyond focusing on foundational works in the past, this approach shifts the focus away from the practice of analysing co-citations and seminal contributions to one of looking at current and emerging trends in the literature. Using the ISI Web of Knowledge (Web of Science) as a database, an examination of two samples of 3955 and 2419 articles is made. Results reveal the existence of sub-fields of inquiry that follow their own particular research agendas, which remain distinct yet interconnected to one another.

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

[2]  Jun Li,et al.  Industrial clusters, shared resources and firm performance , 2012 .

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

[4]  Ron Boschma,et al.  Co-evolution of Firms, Industries and Networks in Space , 2011 .

[5]  J. Myles Shaver,et al.  LOCATION CHOICES UNDER AGGLOMERATION EXTERNALITIES AND STRATEGIC INTERACTION , 2003 .

[6]  Markus Gmür,et al.  Co-citation analysis and the search for invisible colleges: A methodological evaluation , 2004, Scientometrics.

[7]  A. Venables,et al.  The Spatial Economy: Cities, Regions, and International Trade , 1999 .

[8]  R. Huggins The Growth of Knowledge-Intensive Business Services: Innovation, Markets and Networks , 2011 .

[9]  Edward Lorenz,et al.  Collective Learning, Tacit Knowledge and Regional Innovative Capacity , 1999 .

[10]  R. Boschma,et al.  Why is economic geography not an evolutionary science? : towards an evolutionary economic geography , 2004 .

[11]  R. Vernon International investment and international trade in the product cycle , 1966 .

[12]  A. Dixit,et al.  Monopolistic competition and optimum product diversity , 1977 .

[13]  Denis A. Grégoire,et al.  Is There Conceptual Convergence in Entrepreneurship Research? A Co–Citation Analysis of Frontiers of Entrepreneurship Research, 1981–2004 , 2006 .

[14]  M. T. Martínez-Fernández,et al.  Factors That Identify Industrial Districts: An Application in Spanish Manufacturing Firms , 2004 .

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

[16]  S. Klepper Nano-economics, spinoffs, and the wealth of regions , 2011 .

[17]  Guido Buenstorf,et al.  B2C—bubble to cluster: the dot-com boom, spin-off entrepreneurship, and regional agglomeration , 2009 .

[18]  Roberta Capello,et al.  Spatial Transfer of Knowledge in High Technology Milieux: Learning Versus Collective Learning Processes , 1999 .

[19]  Ron Martin,et al.  Rethinking Regional Path Dependence: Beyond Lock-in to Evolution , 2009 .

[20]  Edward L. Glaeser,et al.  Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach , 1994, Journal of Political Economy.

[21]  Rikard Eriksson,et al.  Agglomeration Mobility: Effects of Localisation, Urbanisation, and Scale on Job Changes , 2008 .

[22]  Daniel A. Levinthal,et al.  ABSORPTIVE CAPACITY: A NEW PERSPECTIVE ON LEARNING AND INNOVATION , 1990 .

[23]  Poh Kam Wong,et al.  Reaching Out and Reaching Within: A Study of the Relationship between Innovation Collaboration and Innovation Performance , 2012 .

[24]  Irene Daskalopoulou,et al.  Innovation and Small Firms’ Growth Prospects: Relational Proximity and Knowledge Dynamics in a Low-tech Industry , 2009 .

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

[26]  Ron Boschma,et al.  The emerging empirics of evolutionary economic geography , 2011 .

[27]  Anne P. Carter,et al.  Knowhow trading as economic exchange , 1989 .

[28]  H. Bathelt,et al.  International Trade Fairs and Global Buzz. Part II: Practices of Global Buzz , 2011 .

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

[30]  F. Xavier Molina-Morales,et al.  Too much love in the neighborhood can hurt: how an excess of intensity and trust in relationships may produce negative effects on firms , 2009 .

[31]  P. Liargovas,et al.  Capital allocation in the Greek regions , 2011 .

[32]  Pino G. Audia,et al.  Close, but not the same: Locally headquartered organizations and agglomeration economies in a declining industry , 2010 .

[33]  David L. Rigby,et al.  Who Benefits from Agglomeration? , 2015 .

[34]  Rikard Eriksson,et al.  Papers in Evolutionary Economic Geography # 10 . 04 Localized Spillovers and Knowledge Flows : How Does Proximity Influence the Performance of Plants ? , 2010 .

[35]  Rik Wenting,et al.  Spinoff dynamics and the spatial formation of the fashion design industry, 1858-2005 , 2008 .

[36]  Elaine Romanelli,et al.  Special Issue: Frontiers of Organization Science, Part 1 of 2: Regional Industrial Identity: Cluster Configurations and Economic Development , 2005, Organ. Sci..

[37]  P. McCann,et al.  Analytical Differences in the Economics of Geography: The Case of the Multinational Firm , 2005 .

[38]  Karl Wennberg,et al.  The effect of clusters on the survival and performance of new firms , 2008 .

[39]  Silvia Rita Sedita,et al.  Life Cycle vs. Multiple Path Dependency in Industrial Districts , 2009 .

[40]  H. Renski External economies of localization, urbanization and industrial diversity and new firm survival , 2011 .

[41]  Mark Lorenzen,et al.  The Cluster as Market Organization , 2003 .

[42]  F. Xavier Molina-Morales,et al.  The Impact of Industrial District Affiliation on Firm Value Creation , 2003 .

[43]  B. Kogut,et al.  Localization of Knowledge and the Mobility of Engineers in Regional Networks , 1999 .

[44]  Lori Rosenkopf,et al.  Investigating the Microstructure of Network Evolution: Alliance Formation in the Mobile Communications Industry , 2008, Organ. Sci..

[45]  Wolfgang Glänzel,et al.  Using ‘core documents’ for detecting and labelling new emerging topics , 2011, Scientometrics.

[46]  M. Feldman,et al.  R&D spillovers and the ge-ography of innovation and production , 1996 .

[47]  Mark S. Granovetter Economic Action and Social Structure: The Problem of Embeddedness , 1985, American Journal of Sociology.

[48]  F. Xavier Molina-Morales,et al.  Industrial districts: something more than a neighbourhood , 2006 .

[49]  R. Boschma,et al.  Related variety and regional growth in Spain , 2011 .

[50]  César Camisón,et al.  Shared, Competitive, and Comparative Advantages: A Competence-Based View of Industrial-District Competitiveness , 2004 .

[51]  Toby E. Stuart,et al.  The geography of opportunity: spatial heterogeneity in founding rates and the performance of biotechnology firms , 2003 .

[52]  Kevin W. Boyack,et al.  Creation of a highly detailed, dynamic, global model and map of science , 2014, J. Assoc. Inf. Sci. Technol..

[53]  Ting-Lin Lee,et al.  Structural embeddedness and innovation performance: Capitalizing on social brokerage in high-tech clusters , 2012 .

[54]  R. Boschma Competitiveness of Regions from an Evolutionary Perspective , 2004 .

[55]  Sal Kukalis Agglomeration Economies and Firm Performance: The Case of Industry Clusters , 2010 .

[56]  Devi R. Gnyawali,et al.  Complementary effects of clusters and networks on firm innovation: A conceptual model , 2013 .

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

[58]  R. Gulati Network location and learning: the influence of network resources and firm capabilities on alliance formation , 1999 .

[59]  C. Snijders,et al.  External Knowledge and Innovation Performance in Clusters: Empirical Evidence from the Uruguay Software Cluster , 2012 .

[60]  Rosina Moreno,et al.  A Relational Approach to the Geography of Innovation: A Typology of Regions , 2012 .

[61]  A. Chandler,et al.  Regional Advantage: Culture and Competition in Silicon Valley and Route 128 , 1994 .

[62]  A. Zaheer,et al.  Bridging ties: a source of firm heterogeneity in competitive capabilities , 1999 .

[63]  Jose Albors-Garrigos,et al.  Do clusters capabilities matter? An empirical application of the resource-based view in clusters , 2007 .

[64]  Andaç T. Arıkan,et al.  Interfirm Knowledge Exchanges and the Knowledge Creation Capability of Clusters , 2009 .

[65]  Johannes Glückler Economic Geography and the Evolution of Networks , 2007 .

[66]  Harald Bathelt,et al.  Local, global and virtual buzz: The importance of face-to-face contact in economic interaction and possibilities to go beyond , 2011 .

[67]  E. Giuliani Clusters, networks and firms' product success: an empirical study , 2013 .

[68]  Philipp Meyer-Doyle,et al.  INHERITED AGGLOMERATION EFFECTS IN HEDGE FUND SPAWNS , 2013 .

[69]  Fiorenza Belussi,et al.  Industrial Districts as Open Learning Systems: Combining Emergent and Deliberate Knowledge Structures , 2012 .

[70]  K. Morgan The Learning Region: Institutions, Innovation and Regional Renewal , 1997 .

[71]  R. Huggins Universities and knowledge-based venturing: finance, management and networks in London , 2008 .

[72]  K. Fuellhart Localization and the Use of Information Sources , 1999 .

[73]  Alfred A. Marcus,et al.  EMBEDDED TIES AND THE ACQUISITION OF COMPETITIVE CAPABILITIES , 2005 .

[74]  Josep Capó-Vicedo,et al.  New Product Development and Absorptive Capacity in Industrial Districts: A Multidimensional Approach , 2011 .

[75]  B. Dalum National Systems of Innovation: Towards a Theory of Innovation and Interactive Learning , 1992 .

[76]  Melissa A. Schilling,et al.  Structure and Governance in Industrial Districts: Implications for Competitive Advantage , 2011 .

[77]  J. H. Britton,et al.  Network Structure of an Industrial Cluster: Electronics in Toronto , 2003 .

[78]  D. Audretsch,et al.  Clusters, knowledge spillovers and new venture performance: An empirical examination , 2008 .

[79]  Robert Huggins,et al.  Network Capital, Social Capital and Knowledge Flow: How the Nature of Inter-organizational Networks Impacts on Innovation , 2012 .

[80]  B. McCann,et al.  Pricing response to entry and agglomeration effects , 2010 .

[81]  Hsiao-Chun Wu,et al.  Unveiling the Core Technology Structure for Companies through Patent Information , 2010 .

[82]  Henry G. Small,et al.  Critical thresholds for co-citation clusters and emergence of the giant component , 2009, J. Informetrics.

[83]  Mark S. Granovetter The Strength of Weak Ties , 1973, American Journal of Sociology.

[84]  Neil M. Coe,et al.  Geographies of production I: An evolutionary revolution? , 2011 .

[85]  F. Xavier Molina-Morales,et al.  The impact of cluster connectedness on firm innovation: R&D effort and outcomes in the textile industry , 2012 .

[86]  Silvia Rita Sedita,et al.  Founders and disseminators of cluster research , 2014 .

[87]  W. Powell,et al.  Interorganizational Collaboration and the Locus of Innovation: Networks of Learning in Biotechnology. , 1996 .

[88]  Catherine Beaudry,et al.  Who's right, Marshall or Jacobs? The localization versus urbanization debate , 2009 .

[89]  S. Ghoshal,et al.  Social Capital and Value Creation: The Role of Intrafirm Networks , 1998 .

[90]  César Camisón,et al.  Knowledge creation and absorptive capacity: The effect of intra-district shared competences , 2011 .

[91]  Albert Lejeune,et al.  Internationalization of biotechnology start-ups: Geographic location and mimetic behaviour , 2012 .

[92]  H. Bathelt,et al.  Between Luminaires and Meat Grinders: International Trade Fairs as Temporary Clusters , 2008 .

[93]  Jose Albors-Garrigos,et al.  Local knowledge domains and the role of MNE affiliates in bridging and complementing a cluster's knowledge , 2008 .

[94]  Christos N. Pitelis,et al.  Clusters, entrepreneurial ecosystem co-creation, and appropriability: A conceptual framework , 2012 .

[95]  A. Malmberg,et al.  The Competitiveness of Firms and Regions , 1999 .

[96]  Steven Klepper,et al.  Why does entry cluster geographically? Evidence from the US tire industry , 2010 .

[97]  P. Nijkamp,et al.  From innovation to commercialization through networks and agglomerations: analysis of sources of innovation, innovation capabilities and performance of Dutch SMEs , 2013 .

[98]  M. Porter The Competitive Advantage Of Nations , 1990 .

[99]  Amy K. Glasmeier,et al.  Technological discontinuities and flexible production networks: The case of Switzerland and the world watch industry * , 1991 .

[100]  H. Bathelt Geographies of production: growth regimes in spatial perspective (II) - knowledge creation and growth in clusters , 2005 .

[101]  Steven Klepper,et al.  Disagreements, Spinoffs, and the Evolution of Detroit as the Capital of the U.S. Automobile Industry , 2007, Manag. Sci..

[102]  J. Jacobs,et al.  The Economy of Cities , 1969 .

[103]  Michael Storper,et al.  The Transition to Flexible Specialisation in the U.S. Film Industry: External Economies, the Division of Labour, and the Crossing of Industrial Divides , 1989 .

[104]  Aitziber Elola,et al.  Social capital, internationalization and absorptive capacity: The electronics and ICT cluster of the Basque Country , 2011 .

[105]  T. Bresnahan,et al.  ‘Old Economy’ Inputs for ‘New Economy’ Outcomes: Cluster Formation in the New Silicon Valleys , 2001 .

[106]  Manuel Castells,et al.  Technopoles of the World: The Making of Twenty-First-Century Industrial Complexes , 1994 .

[107]  A. Hidalgo,et al.  The role of a firm's absorptive capacity and the technology transfer process in clusters: How effective are technology centres in low-tech clusters? , 2012 .

[108]  B. Uzzi,et al.  The Sources and Consequences of Embeddedness for the Economic Performance of Organizations: The Network Effect , 1996 .

[109]  Rikard Eriksson,et al.  How does labour mobility affect the performance of plants? The importance of relatedness and geographical proximity , 2008 .

[110]  H. Bathelt The Re-emergence of a Media Industry Cluster in Leipzig , 2002 .

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

[112]  O. Williamson Markets and Hierarchies: Some Elementary Considerations , 1973 .

[113]  A. Scott Flexible production systems and regional development: the rise of new industrial spaces in North America and western Europe* , 1988 .

[114]  A. Malmberg,et al.  Myopia, knowledge development and cluster evolution , 2007 .

[115]  M. T. Martínez-Fernández,et al.  Does homogeneity exist within industrial districts? A social capital‐based approach , 2009 .

[116]  Uwe Cantner,et al.  Networks and Innovation: The Role of Social Assets in Explaining Firms' Innovative Capacity , 2009 .

[117]  Ron Boschma,et al.  Merger and Acquisition Activity as Driver of Spatial Clustering: The Spatial Evolution of the Dutch Banking Industry, 1850–1993 , 2014 .

[118]  A. Weterings,et al.  The effect of regional differences on the performance of software firms in the Netherlands , 2005 .

[119]  April Franco,et al.  KNOWLEDGE TRANSFER THROUGH INHERITANCE: SPIN- OUT GENERATION, DEVELOPMENT, AND SURVIVAL , 2004 .

[120]  L. Zirulia,et al.  When Do Global Pipelines Enhance the Diffusion of Knowledge in Clusters? , 2013 .

[121]  Anders Malmberg,et al.  Building global knowledge pipelines: The role of temporary clusters , 2006 .

[122]  W. Diebold,et al.  The Second Industrial Divide , 1985 .

[123]  Naoki Shibata,et al.  Comparative study on methods of detecting research fronts using different types of citation , 2009, J. Assoc. Inf. Sci. Technol..

[124]  Andrew Johnston,et al.  Knowledge alliances and innovation performance: an empirical perspective on the role of network resources , 2012, Int. J. Technol. Manag..

[125]  R. Hassink Regional resilience: a promising concept to explain differences in regional economic adaptability? , 2010 .

[126]  Jesús M. Valdaliso,et al.  Cluster Life Cycles, Path Dependency and Regional Economic Development: Insights from a Meta-Study on Basque Clusters , 2012 .

[127]  M. T. Martínez-Fernández,et al.  Social Networks: Effects of Social Capital on Firm Innovation* , 2010 .

[128]  Guido Buenstorf,et al.  No place like home? Relocation, capabilities, and firm survival in the German machine tool industry after World War II , 2011 .

[129]  Cristina Boari,et al.  The Importance of Proximity for the Start‐Ups' Knowledge Acquisition and Exploitation , 2011 .

[130]  Pablo D'Este,et al.  Papers in Evolutionary Economic Geography # 11 . 06 Shaping the formation of university-industry research collaborations : what type of proximity does really matter ? , 2011 .

[131]  Stephen Tallman,et al.  Knowledge, clusters, and competitive advantage , 2004 .

[132]  Lori Rosenkopf,et al.  Overcoming Local Search Through Alliances and Mobility , 2003, Manag. Sci..

[133]  Cësar Camisön,et al.  Shared , competitive , and comparative advantages : a competence-based view of industrial-district competitiveness , 2004 .

[134]  J. Drucker Regional Industrial Structure Concentration in the United States: Trends and Implications , 2011 .

[135]  Lutz Bornmann,et al.  What do citation counts measure? A review of studies on citing behavior , 2008, J. Documentation.

[136]  Steven Klepper,et al.  The Origin and Growth of Industry Clusters: The Making of Silicon Valley and Detroit , 2010 .

[137]  Cristina Quintana-Garcia,et al.  Searching for complementary technological knowledge and downstream competences: clustering and cooperation , 2006, Int. J. Technol. Manag..

[138]  Ranjay Gulati,et al.  The Rise and Fall of Small Worlds: Exploring the Dynamics of Social Structure , 2013 .

[139]  Walter W. Powell,et al.  Knowledge Networks as Channels and Conduits: The Effects of Spillovers in the Boston Biotechnology Community , 2004, Organ. Sci..

[140]  AnnaLee Saxenian,et al.  Regional Networks and the Resurgence of Silicon Valley , 1990 .

[141]  A. Malmberg,et al.  The Elusive Concept of Localization Economies: Towards a Knowledge-Based Theory of Spatial Clustering , 2002 .

[142]  S. Iammarino,et al.  The structure and evolution of industrial clusters: Transactions, technology and knowledge spillovers , 2006 .

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

[144]  Stephan Schrader,et al.  Informal Technology Transfer Between Firms: Cooperation Through Information Trading , 2017 .

[145]  Bo Jarneving,et al.  Bibliographic coupling and its application to research-front and other core documents , 2007, J. Informetrics.

[146]  P. Krugman Geography and Trade , 1992 .

[147]  B. Asheim,et al.  Regional Innovation Systems: Theory, Empirics and Policy , 2011 .

[148]  Fiorenza Belussi,et al.  Managing Long Distance and Localized Learning in the Emilia Romagna Life Science Cluster , 2008 .

[149]  Arnaldo Camuffo,et al.  Italian industrial districts as cognitive systems: Are they still reproducible? , 2011 .

[150]  Dean M. Behrens,et al.  Redundant governance structures: an analysis of structural and relational embeddedness in the steel and semiconductor industries , 2000 .

[151]  Joel A. C. Baum,et al.  Love Thy Neighbor? Differentiation and Agglomeration in the Manhattan Hotel Industry, 1898-1990 , 1997 .

[152]  Harald Bathelt,et al.  Toward a Reconceptualization of Regional Development Paths: Is Leipzig’s Media Cluster a Continuation of or a Rupture with the Past? , 2003 .

[153]  Wolfgang H. Güttel,et al.  The Dynamic Capability View in Strategic Management: A Bibliometric Review , 2012 .

[154]  James T. Murphy Networks, Trust, and Innovation in Tanzania's Manufacturing Sector , 2002 .

[155]  Brian T. McCann,et al.  Performance differentials within geographic clusters , 2011 .

[156]  Ichiro Sakata,et al.  Identifying and bridging networks in regional clusters , 2012 .

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

[158]  Ron Boschma,et al.  Papers in Evolutionary Economic Geography # 05 . 04 The spatial evolution of the British automobile industry , 2005 .

[159]  L. Biggiero,et al.  Heterogeneity and Specificity of Inter-Firm Knowledge Flows in Innovation Networks , 2008 .

[160]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994 .

[161]  Jonathan C. Ho,et al.  Strategy and process of value creation and appropriation in service clusters , 2012 .

[162]  Reflexive Zeit- und Raumkonstruktionen und die Rolle des Global Buzz auf Messeveranstaltungen , 2009 .

[163]  K. Frenken,et al.  Related Variety, Unrelated Variety and Regional Economic Growth , 2007 .

[164]  Ichiro Sakata,et al.  An analysis of geographical agglomeration and modularized industrial networks in a regional cluster: A case study at Yamagata prefecture in Japan , 2008 .

[165]  D. Mackinnon,et al.  Evolution in Economic Geography: Institutions, Political Economy, and Adaptation , 2009 .

[166]  P. McCann,et al.  Industrial Clusters: Complexes, Agglomeration and/or Social Networks? , 2000, Urban Studies.

[167]  Joel A. C. Baum,et al.  Localized Competition and Organizational Failure in the Manhattan Hotel Industry, 1898-1990 , 1992 .

[168]  G. Tyge Payne,et al.  Competitive Dynamics among Service SMEs , 2009 .

[169]  Harald Strotmann Entrepreneurial Survival , 2007 .

[170]  Robert Huggins,et al.  Knowledge flow and inter-firm networks: The influence of network resources, spatial proximity and firm size , 2010 .

[171]  J. H. Britton,et al.  High technology localization and extra-regional networks , 2004 .

[172]  David L. Deeds,et al.  The impact of stocks and flows of organizational knowledge on firm performance: an empirical investigation of the biotechnology industry , 1999 .

[173]  H. Bathelt,et al.  Internal and External Dynamics of the Munich Film and TV Industry Cluster, and Limitations to Future Growth , 2008 .

[174]  Wolfgang Glänzel,et al.  A new methodological approach to bibliographic coupling and its application to the national, regional and institutional level , 2005, Scientometrics.

[175]  H. Mayer Entrepreneurship in a Hub-and-Spoke Industrial District: Firm Survey Evidence from Seattle's Technology Industry , 2013 .

[176]  S. Cruz,et al.  The Evolution of the Cluster Literature: Shedding Light on the Regional Studies–Regional Science Debate , 2010 .

[177]  H. Bathelt,et al.  Exporting the German Model: The Establishment of a New Automobile Industry Cluster in Shanghai , 2005 .

[178]  Antonio Hidalgo,et al.  Global value chain reconfiguration through external linkages and the development of newcomers: a global story of clusters and innovation , 2011, Int. J. Technol. Manag..

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

[180]  B. Uzzi,et al.  Social Structure and Competition in Interfirm Networks: The Paradox of Embeddedness , 1997 .

[181]  P. McCann Observational Equivalence? Regional Studies and Regional Science , 2007 .

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

[183]  M. T. Martínez-Fernández,et al.  Shared Resources in Industrial Districts: Information, Know-How and Institutions in the Spanish Tile Industry , 2008 .

[184]  Antony Potter,et al.  Evolutionary agglomeration theory: increasing returns, diminishing returns, and the industry life cycle , 2011 .

[185]  D. Rigby,et al.  Agglomeration and the Geography of Localization Economies in Canada , 2008 .

[186]  Chuan-Kai Lee How does a cluster relocate across the border? The case of information technology cluster in the Taiwan–Suzhou region , 2009 .

[187]  H. Bathelt,et al.  Resources in Economic Geography: From Substantive Concepts towards a Relational Perspective , 2005 .

[188]  E. Malecki Global Knowledge and Creativity: New Challenges for Firms and Regions , 2010 .

[189]  F. Molina-Morales,et al.  The Role of Local Institutions as Intermediary Agents in the Industrial District , 2002 .

[190]  A. Markusen Sticky Places in Slippery Space: A Typology of Industrial Districts* , 1996 .

[191]  O. Persson The intellectual base and research fronts of JASIS 1986–1990 , 1994 .

[192]  Erik Stam,et al.  Path Dependence Research in Regional Economic Development: Cacophony or Knowledge Accumulation? , 2013 .

[193]  R. Boschma,et al.  Evolutionary economics and economic geography , 1999 .

[194]  Timothy B. Folta,et al.  Geographic cluster size and firm performance , 2006 .

[195]  David P. Angel,et al.  Inter-firm Collaboration and Technology Development Partnerships Within US Manufacturing Industries , 2002 .

[196]  Giacomo Becattini,et al.  The Marshallian industrial district as a socio-economic notion , 2017 .

[197]  Elisa Giuliani,et al.  Papers in Evolutionary Economic Geography # 10 . 13 The Role of Technological Gatekeepers in the Growth of Industrial Clusters : Evidence from Chile , 2010 .

[198]  Andreas B. Eisingerich,et al.  How can clusters sustain performance? The role of network strength, network openness, and environmental uncertainty , 2010 .

[199]  David L. Deeds,et al.  Placing the choice between exploration and exploitation in context: a study of geography and new product development , 2009 .

[200]  Amy Glasmeier,et al.  Acquisition, assessment and use of business information by small- and medium-sized businesses: a demand perspective , 2003 .

[201]  T. Allen Managing the flow of technology , 1977 .

[202]  R. Gulati,et al.  STRATEGIC NETWORKS , 2000 .

[203]  Robert Huggins,et al.  The Evolution of Knowledge Clusters , 2008 .

[204]  Peter Maskell,et al.  The Cluster as Market Organisation , 2004 .

[205]  Mark Lorenzen,et al.  Social Capital and Localised Learning: Proximity and Place in Technological and Institutional Dynamics , 2007 .

[206]  R. Pouder,et al.  Hot Spots and Blind Spots: Geographical Clusters of Firms and Innovation , 1996 .

[207]  Jeffrey H. Dyer,et al.  The Relational View: Cooperative Strategy and Sources of Interorganizational Competitive Advantage , 1998 .

[208]  Edward L. Glaeser,et al.  Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach , 1997 .

[209]  P. McCann,et al.  Innovation, agglomeration, and regional development , 2005 .

[210]  Harald Bathelt,et al.  Regional competence and economic recovery: divergent growth paths in Boston's high technology economy , 2001 .

[211]  F. Molina-Morales,et al.  Intended Ties with Local Institutions as Factors in Innovation: An Application to Spanish Manufacturing Firms , 2008 .

[212]  H. Bathelt Cluster Relations in the Media Industry: Exploring the 'Distanced Neighbour' Paradox in Leipzig , 2005 .

[213]  E. Glaeser,et al.  Growth in Cities , 1991, Journal of Political Economy.

[214]  W. Powell,et al.  Networks, Propinquity, and Innovation in Knowledge-intensive Industries , 2009 .

[215]  Geoffrey G. Bell,et al.  Benefiting from network position: firm capabilities, structural holes, and performance , 2005 .

[216]  F. Xavier Molina-Morales,et al.  How much difference is there between industrial district firms? A net value creation approach , 2004 .

[217]  E. Garfield Citation indexes for science. A new dimension in documentation through association of ideas. 1955. , 1955, International journal of epidemiology.

[218]  Ron Boschma,et al.  Performing in Dutch book publishing 1880--2008: the importance of entrepreneurial experience and the Amsterdam cluster , 2011 .

[219]  P. Krugman,et al.  The Spatial Economy , 1999 .

[220]  T. Keil,et al.  Are All Startups Affected Similarly by Clusters? Agglomeration, Competition, Firm Heterogeneity, and Survival , 2012 .

[221]  C. Jensen-butler,et al.  Industrial clusters in Denmark: Theory and empirical evidence , 2006 .

[222]  Gernot Grabher Cool Projects, Boring Institutions: Temporary Collaboration in Social Context , 2002 .

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

[224]  Ron Boschma,et al.  Some Notes on Institutions in Evolutionary Economic Geography , 2009 .

[225]  José Luis Galán,et al.  Informational networks and innovation in mature industrial clusters , 2013 .

[226]  Kevin W. Boyack,et al.  Co-citation analysis, bibliographic coupling, and direct citation: Which citation approach represents the research front most accurately? , 2010, J. Assoc. Inf. Sci. Technol..

[227]  R. Vernon International investment and international trade in the product cycle , 1966 .

[228]  Pino G. Audia,et al.  The Social Structure of Entrepreneurial Activity: Geographic Concentration of Footwear Production in the United States, 1940–19891 , 2000, American Journal of Sociology.

[229]  Fredrick Flyer,et al.  Agglomeration economies, firm heterogeneity, and foreign direct investment in the United States , 2000 .

[230]  Elisa Giuliani,et al.  Cluster Absorptive Capacity , 2005 .

[231]  M. Storper The Regional World: Territorial Development in a Global Economy , 1997 .

[232]  Rui Baptista,et al.  Agglomeration vs. Organizational Reproduction: The Molds Cluster in Portugal , 2012 .

[233]  R. Boschma Proximity and Innovation: A Critical Assessment , 2005 .

[234]  R. Boschma,et al.  A theoretical framework for evolutionary economic geography: industrial dynamics and urban growth as a branching process , 2007 .

[235]  Nicolai J. Foss,et al.  Higher-order industrial Capabilities and competitive advantage , 1996 .

[236]  Linda Canina,et al.  Agglomeration Efects and Strategic Orientations: Evidence From The U.S. Lodging Industry , 2005 .

[237]  Timothy B. Folta,et al.  Location Matters: Where We Have Been and Where We Might Go in Agglomeration Research , 2008 .

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

[239]  Wilbur Chung,et al.  Chapters School of Hotel Administration Collection 10-2001 Agglomeration Effects and Performance : A Test of the Texas Lodging Industry , 2015 .

[240]  G. Ahuja Collaboration Networks, Structural Holes, and Innovation: A Longitudinal Study , 1998 .

[241]  Jose Albors-Garrigos,et al.  The Role of the Firm's Internal and Relational Capabilities in Clusters: When Distance and Embeddedness are Not Enough to Explain Innovation , 2008 .

[242]  A. Morrison,et al.  Knowledge and Information Networks in an Italian Wine Cluster , 2009 .

[243]  Steven Klepper,et al.  Spinoffs: A review and synthesis , 2009 .

[244]  M. T. Martínez-Fernández,et al.  The Dark Side of Trust: The Benefits, Costs and Optimal Levels of Trust for Innovation Performance , 2011 .

[245]  H. Bathelt,et al.  Clusters and knowledge: local buzz, global pipelines and the process of knowledge creation , 2004 .

[246]  Bo Jarneving,et al.  A comparison of two bibliometric methods for mapping of the research front , 2005, Scientometrics.

[247]  P. Krugman Increasing Returns and Economic Geography , 1991 .

[248]  A. Marshall Principles of Economics , .

[249]  A. Malmberg,et al.  Agglomeration and Firm Performance: Economies of Scale, Localisation, and Urbanisation among Swedish Export Firms , 2000 .

[250]  M. Storper The Resurgence of Regional Economies, Ten Years Later , 1995 .

[251]  M. M. Kessler Bibliographic coupling between scientific papers , 1963 .

[252]  R. Hall,et al.  Productivity and the Density of Economic Activity , 1993 .

[253]  P. Romer Increasing Returns and Long-Run Growth , 1986, Journal of Political Economy.

[254]  M. T. Martínez-Fernández,et al.  The Present State of Research into Industrial Clusters and Districts. Content Analysis of Material Published in 1997–2006 , 2012 .

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

[256]  H. Bathelt,et al.  International Trade Fairs and Global Buzz, Part I: Ecology of Global Buzz , 2010 .

[257]  Max-Peter Menzel,et al.  Cluster life cycles—dimensions and rationales of cluster evolution , 2010 .

[258]  James T. Murphy Building Trust in Economic Space , 2006 .

[259]  S. Winter,et al.  The Schumpeterian Tradeoff Revisited , 1982 .

[260]  Elisa Giuliani,et al.  Network dynamics in regional clusters: Evidence from Chile , 2013 .

[261]  E. Hippel Cooperation between Rivals: Informal Know-How Trading , 1987 .

[262]  G. Dosi Sources, Procedures, and Microeconomic Effects of Innovation , 1988 .

[263]  Hanna Hottenrott,et al.  Are Local Milieus the Key to Innovation Performance? , 2009 .

[264]  Stephen Sheppard,et al.  The Rise, Fall and Rise Again of Industrial Location Theory , 2003 .

[265]  Ron Boschma,et al.  How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions , 2011 .

[266]  Peter Maskell,et al.  Localized Learning and Industrial Competitiveness , 1995 .

[267]  C. Lawson,et al.  Towards a competence theory of the region , 1999 .

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

[269]  Anne L. J. Ter Wal,et al.  Applying social network analysis in economic geography: framing some key analytic issues , 2009 .

[270]  Ron Boschma,et al.  Papers in Evolutionary Economic Geography # 12 . 21 Clustering and firm performance in project-based industries : The case of the global video game industry , 1972-2007 , 2022 .

[271]  Geoffrey G. Bell Clusters, networks, and firm innovativeness , 2005 .

[272]  A. Venables,et al.  Buzz: face-to-face contact and the urban economy , 2004 .

[273]  Jose Luis Hervás Oliver,et al.  External Ties and the Reduction of Knowledge Asymmetries among Clusters within Global Value Chains: The Case of the Ceramic Tile District of Castellon , 2008 .

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

[275]  A. Majocchi,et al.  Inter-organizational geographical proximity and local start-ups' knowledge acquisition: a contingency approach , 2013 .

[276]  D. Rigby,et al.  Exploring evolutionary economic geographies , 2007 .

[277]  Rikard Eriksson,et al.  Localized mobility clusters: impacts of labour market externalities on firm performance , 2008 .

[278]  Ying Ding,et al.  Scholarly network similarities: How bibliographic coupling networks, citation networks, cocitation networks, topical networks, coauthorship networks, and coword networks relate to each other , 2012, J. Assoc. Inf. Sci. Technol..

[279]  J. Jaffee LAW FIRM OFFICE LOCATION AND FIRM SURVIVAL IN SILICON VALLEY, 1969 TO 1998 , 2003 .

[280]  S. Jakobsen,et al.  Embedded and disembedded practice in the firm–place nexus: a study of two world‐leading manufacturers of ski equipment in the lillehammer ski cluster , 2012 .

[281]  César Camisón,et al.  On How Firms Located in an Industrial District Profit from Knowledge Spillovers: Adoption of an Organic Structure and Innovation Capabilities , 2011 .

[282]  Ichiro Sakata,et al.  Multiscale analysis of interfirm networks in regional clusters , 2010 .

[283]  R. Kloosterman,et al.  Walls and bridges: knowledge spillover between 'superdutch' architectural firms , 2007 .

[284]  Manuel Expósito-Langa,et al.  How Relational Dimensions Affect Knowledge Redundancy in Industrial Clusters , 2010 .

[285]  Edward J. Malecki,et al.  Regional Social Capital: Why it Matters , 2012 .

[286]  R. Martin,et al.  Path dependence and regional economic evolution , 2006 .

[287]  F. Xavier Molina-Morales,et al.  Industrial districts and innovation: the case of the Spanish ceramic tiles industry , 2002 .

[288]  Peter J. Lane,et al.  Relative absorptive capacity and interorganizational learning , 1998 .

[289]  E. Feser,et al.  Regional industrial structure and agglomeration economies: An analysis of productivity in three manufacturing industries , 2012 .

[290]  Steven Klepper,et al.  Heritage and Agglomeration: The Akron Tyre Cluster Revisited , 2009 .