Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Applying social network analysis in economic geography

Framing some key analytic issues

Bibliographic Data

ID23327488
AuthorsAnne L J Ter Wal (0000-0002-6041-6898, Utrecht University, corresponding author), Ron Boschma (0000-0001-5592-1876, Utrecht University), Ron A Boschma
Year2009
Volume43
Issue3
Pages739-756
Publication date2009-09-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueThe Annals of Regional Science (JOURNAL)
Journal identifiersISSN: 0570-1864 • E-ISSN: 1432-0592
PublisherSpringer Science and Business Media LLC (PUBLISHER)
DOI10.1007/s00168-008-0258-3
OpenAlexW2104111371
LanguageEN
Citations received154
References cited54

Social network analysis attracts increasing attention in economic geography. We claim social network analysis is a promising tool for empirically investigating the structure and evolution of inter-organizational interaction and knowledge flows within and across regions. However, the potential of the application of network methodology to regional issues is far from exhausted. The aim of our paper is twofold. The first objective is to shed light on the untapped potential of social network analysis techniques in economic geography: we set out some theoretical challenges concerning the static and dynamic analysis of networks in geography. Basically, we claim that network analysis has a huge potential to enrich the literature on clusters, regional innovation systems and knowledge spillovers. The second objective is to describe how these challenges can be met through the application of network analysis techniques, using primary (survey) and secondary (patent) data. We argue that the choice between these two types of data has strong implications for the type of research questions that can be dealt with in economic geography, such as the feasibility of dynamic network analysis.

Complex network · Data science · Dynamic network analysis · Economic geography · Economics · Framing (construction) · Geography · Key (lock) · Knowledge management · Management science · Network analysis · Network science · Network theory · Organizational network analysis · Regional science · Social capital · Social network (sociolinguistics) · Social network analysis · Social science · Sociology · Business Strategy and Innovation · Computer Science · Engineering · Innovation and Knowledge Management · Mathematics · Regional Economics and Spatial Analysis

  • Resilience to climate change in a cross-scale tourism governance context

    Open Access•T Luthe, Robert Wy et al.•Conservation Ecology•2016

  • Exploring Space, Exploiting Opportunities

    Open Access•Frank Schiller, Alexandra S Penn et al.•Journal of Industrial Ecology•2014

  • Gobernanza lateral de redes

    Open Access•Johannes Glückler•Revista de geografía Norte Grande•2019

  • Collaboration in Local Economic Development

    Open Access•Neil Reid, Brent W Smith et al.•Urbani izziv•2012

  • Addressing South Africa’s urban challenges

    Open Access•Jayne M Rogerson, NICO KOTZE et al.•Urbani izziv•2014

  • A szegedi biotechnológiai vállalkozások tudáshálózata – a Biopolisz jelene

    Open Access•János Gyurkovics, Sándor Juhász•Tér és Társadalom•2018

  • An Evolutionary Perspective on Tourism Area Development

    Open Access•Mulan Ma, Robert Hassink•Annals of Tourism Research•2013

  • Technological innovation systems in multi-scalar space

    Open Access•C Binz, Bernhard Truffer•Geographica Helvetica•2012

  • The Dynamics of Technical and Business Knowledge Networks in Industrial Clusters

    Pierre-Alexandre Balland, José Antonio Belso-Martínez et al.•Economic Geography•2016

  • Knowledge and Networks

    Open Access•Johannes Glückler, Emmanuel Lazega et al.•Knowledge and Networks•2017

  • The role of collaborative networks in supporting the innovation performances of lagging-behind European regions

    Open Access•Ivan De Noni, Luigi Orsi et al.•Research Policy•2018

  • A critical review of entrepreneurial ecosystems research

    Janna Alvedalen, Ron Boschma•European Planning Studies•2017

  • Global socio-technical regimes

    Open Access•Lea Fuenfschilling, C Binz•Research Policy•2018

  • Why space matters in technological innovation systems—Mapping global knowledge dynamics of membrane bioreactor technology

    Open Access•C Binz, Bernhard Truffer et al.•Research Policy•2014

  • The Structural Weight of Social Identity

    Open Access•Rahul Kumar Singh, Tom Ab Snijders et al.•The Journal of Development Studies•2026

  • Culture-led city brands as economic engines

    Open Access•Beatriz Plaza, Pilar González et al.•The Annals of Regional Science•2015

  • Evolution of innovation networks in industrial clusters and multidimensional proximity

    Open Access•Jiamin Liu, Yongheng Fang et al.•Heliyon•2022

  • The dynamics of interfirm networks along the industry life cycle

    Pierre-Alexandre Balland, M De Vaan et al.•Journal of Economic Geography•2012

  • How controversial innovation succeeds in the periphery? A network perspective of Basf Argentina

    Johannes Glückler•Journal of Economic Geography•2014

  • Geographical evolutionary political economy

    Open Access•Jürgen Essletzbichler, Manuel Scholz-Wäckerle et al.•Cambridge Journal of Regions…•2023

  • Co-worker networks, labour mobility and productivity growth in regions

    Balázs Lengyel, Rikard H Eriksson•Journal of Economic Geography•2016

  • Lock-in or lock-out? How structural properties of knowledge networks affect regional resilience

    Joan Crespo, Raphaël Suire et al.•Journal of Economic Geography•2013

  • Straining but not thriving

    Open Access•Erika Giuliani, Pierre-Alexandre Balland et al.•Journal of Economic Geography•2017

  • Relational upgrading in global value networks

    Johannes Glückler, Robert Panitz•Journal of Economic Geography•2016

  • Structure and evolution of global cluster networks

    Ekaterina Turkina, Ari Van Assche et al.•Journal of Economic Geography•2016

  • Toward a Polanyian network analysis

    L Prota•Journal of Economic Geography•2016

  • SMEs, banks and the spatial differentiation of access to finance

    Tianshu Zhao, Dylan Jones‐Evans et al.•Journal of Economic Geography•2016

  • Dynamics of networks in trade fairs—A multilevel relational approach to the cooperation among competitors

    Julien Brailly•Journal of Economic Geography•2016

  • Evolutionary Characteristics and Influencing Factors of China’s Urban Technology Transfer Network

    Enze Zhang, Liping Fu et al.•Journal of Urban Planning and…•2026

  • Care Deficiencies and Super-Organization of American Nursing Homes in Hospital Referral Region

    Open Access•Tyler Pittman•Frontiers in Public Health•2021

  • Accuracy of Regional Centrality Using Social Network Analysis

    Open Access•Jongsang Lee, Lee JongSang et al.•ISPRS International Journal of…•2021

  • A Data Cube Metamodel for Geographic Analysis Involving Heterogeneous Dimensions

    Open Access•Jean-Paul Kasprzyk, Guénaël Devillet•ISPRS International Journal of…•2021

  • Endogenous effects and cluster transition

    Open Access•Milad Abbasiharofteh•European Planning Studies•2020

  • Overcoming geographical barriers to international presence. The case of the emerging Romanian Tuscany wine cluster

    Manuel Expósito‐Langa, Oana Bărbulescu et al.•European Planning Studies•2021

  • Territorial governance and actors’ coordination in a local project of anaerobic digestion. A social network analysis

    Amadou Niang, Angelo Torres et al.•European Planning Studies•2022

  • Repeated collaboration of inventors across European regions

    Open Access•Gergő Tóth, Sándor Juhász et al.•European Planning Studies•2021

  • Knowledge sourcing by multi-plant firms in Europe

    Open Access•Anthony Frigon, David L Rigby•European Planning Studies•2023

  • Subsidiary networks, connectivity, and urban-regional economic development

    H Bathelt, Merle Buchholz et al.•European Planning Studies•2024

  • Literary networks

    Open Access•Sara Mitchell, Lukas Kuld•Journal of Cultural Economics•2026

  • The impact of institutional interactions on cluster response to innovation

    Open Access•Meaghan J Girard, Ekaterina Turkina•Canadian Journal of Administrative…•2024

  • Cooperating on Urban Sustainability

    Julie Cidell•Urban Policy and Research•2020

  • Learning relations of knowledge transfer (KT) and knowledge integration (KI) of doctoral students during online interdisciplinary training

    Lina Xue, Bart Rienties et al.•Higher Education Research &…•2020

  • Conceptual structure of balanced scorecard research

    Open Access•Omid Faraji, Mostafa Ezadpour et al.•Evaluation and Program Planning•2022

  • The generation mechanism of research leadership in international collaboration based on GERGM

    Open Access•Ruonan Cai, Wencan Tian et al.•Scientometrics•2024

  • Technology cluster coupling and invulnerability of industrial innovation networks

    Open Access•Li Li, Haifen Lin et al.•Scientometrics•2022

  • Mapping regional knowledge spaces via Bertopic and Bert similarity

    Open Access•Keungoui Kim, Dieter F Kogler et al.•Scientometrics•2025

  • Sona

    Johannes Glückler, Robert Panitz et al.•Zeitschrift für Wirtschaftsgeograph…•2020

  • Rezension von Brandt, A.; Danneberg, M.; Krätke, S.; Polom, L., 2021

    Matthias Kiese•Zeitschrift für Wirtschaftsgeograph…•2021

  • Investigating the systemic nature of knowledge networks of regions

    Open Access•Adi Weidenfeld, Nick Clifton•Technological Forecasting and…•2025

  • Industry emergence and market capture

    Open Access•Luis F Alvarez León, Yuko Aoyama•Technological Forecasting and…•2022

  • Formation of multiple local knowledge ties in an engineered-based cluster in developing regions

    Open Access•Safora Allahy, Reza Naghizadeh et al.•Quality & Quantity•2025

  • Mapping the Unmapped

    Jiang Xu, Aidong Li et al.•The Professional Geographer•2023

  • Be my (little) partner?!—Universities' role in regional innovation systems when large firms are rare

    Open Access•Anna‐Maria Kindt, Matthias Geißler et al.•Journal of Regional Science•2022

  • Rediscovering regional science

    Open Access•Zhenhua Chen, Laurie A Schintler•Journal of Regional Science•2023

  • Analysis of Spatial Networks From Bipartite Projections Using the R Backbone Package

    Open Access•Z P Neal, Rachel Domagalski et al.•Geographical Analysis•2022

  • Global value chains from an evolutionary economic geography perspective

    Open Access•Ron Boschma•Area Development and Policy•2022

  • A social network analysis of cooperation in forest, mining and tourism industries in the Finnish–Russian cross-border region

    Teemu Makkonen, Timo J Hokkanen et al.•Eurasian Geography and Economics•2018

  • Measuring Social Capital with Twitter within the Electronics and ICT Cluster of the Basque Country

    Open Access•Igor Etxabe•City and Community•2018

  • How do local actors coordinate to implement a successful biogas project

    Open Access•Amadou Niang, Angelo Torres et al.•Environmental Science & Policy•2022

  • Network administrators facilitate information sharing among communal forest organizations in Thailand

    Open Access•Michael Jenke, Jürgen Pretzsch•Forest Policy and Economics•2021

  • The role of proximity in stakeholder networks for Smart Specialisation

    Open Access•Stefano Ghinoi, Bruce E Steiner et al.•Innovation The European Journal…•2021

  • Comparing knowledge networking in different knowledge bases in Germany

    Open Access•Oliver Plum, Robert Hassink•Papers of the Regional Science…•2011

  • Regional innovation systems, clusters, and knowledge networking

    Open Access•Thomas Brenner, Uwe Cantner et al.•Papers of the Regional Science…•2011

  • Collaboration networks within a French cluster

    Open Access•Bastien Bernela, Rachel Lévy•Papers of the Regional Science…•2017

  • The contribution of statistical network models to the study of clusters and their evolution

    Open Access•Frans Hermans•Papers of the Regional Science…•2020

  • Collaboration networks, geography and innovation

    Open Access•Pablo Galaso, Jaromír Kovářík•Papers of the Regional Science…•2020

  • Structural and spatial characteristics of personal actor networks

    Open Access•Yangmi Koo, Sam Ock Park•Papers of the Regional Science…•2011

  • Identifying industrial clusters from a multidimensional perspective

    Open Access•Matthias Brachert, Mirko Titze et al.•Papers of the Regional Science…•2011

  • Urban alternative cultural production in Turin

    Open Access•Enrico Bertacchini, Giangavino Pazzola et al.•European Urban and Regional Studies•2022

  • Analysing the knowledge base configuration that drives southwest Saxony’s automotive firms

    Open Access•Oliver Plum, Robert Hassink•European Urban and Regional Studies•2012

  • Comparing knowledge bases

    Open Access•Roman Martins, Jerker Moodysson•European Urban and Regional Studies•2011

  • Knowledge sourcing, innovation and constructing advantage in regions of Europe

    Open Access•Franz Todtling, Bjørn Asheim et al.•European Urban and Regional Studies•2013

  • Social Proximity and Environmental NGO Relationships in Corporate Sustainability Reports

    Open Access•Kristiina Joensuu, Marileena Koskela et al.•Sustainable Development•2014

  • Agglomeration dynamics and firm typologies in African port-industrial clusters

    Open Access•George Kobina vanDyck, Jonas Aryee et al.•Journal of Transport Geography•2026

  • The power of local networking

    Sabrina Pedrini, Raffaele Corrado et al.•Journal of Urban Affairs•2021

  • Territorial governance, networks and power

    Marek Furmankiewicz, Áine Macken-Walsh et al.•Geografiska Annaler Series B…•2014

  • Environmental and evolutionary economic geography

    Jerry Patchell, Roger Hayter•Geografiska Annaler Series B…•2013

  • Supporting organizations and leading firms

    José Antonio Belso Martínez, Isabel Díez Vial et al.•Geografiska Annaler Series B…•2020

  • A concept for measuring network proximity of regions in R&D networks

    Open Access•Iris Wanzenböck•Social Networks•2017

  • Geography and computational social science

    Open Access•Paul M Torrens•GeoJournal•2010

  • Cross-border regional innovation ecosystems

    Open Access•Francesco Cappellano, Teemu Makkonen•GeoJournal•2019

  • Unleashing the potential of relational research

    Open Access•Johannes Glückler, Robert Panitz•Progress in Human Geography•2021

  • The geography of Canadian interlocking directorates

    Sean O’hagan, Sean B O’Hagan et al.•Urban Geography•2015

  • Relational Cities

    Thomas Sigler•Urban Geography•2013

  • Mechanisms of knowledge flows in bottom-up and top-down cluster initiatives

    Open Access•Wojciech Dyba•Regional Studies Regional Science•2016

  • Structure and significance of knowledge networks in two low-tech clusters in Poland

    Open Access•Milad Abbasiharofteh, Wojciech Dyba•Regional Studies Regional Science•2018

  • Firm evolution and cluster specialization

    Open Access•Glen Searle, Thomas Sigler et al.•Regional Studies Regional Science•2018

  • More frequent and stronger ties? Using QCA to assess the effects of policy in a Norwegian biotech cluster

    Open Access•John Eugene Chrisman•Regional Studies Regional Science•2024

  • Economic Geography of Knowledge-Intensive Technology Clusters

    Tommi Inkinen, Inka Kaakinen•Journal of Urban Technology•2016

  • Proximity and Innovation

    Pierre-Alexandre Balland, Ron Boschma et al.•Regional Studies•2014

  • The transboundary automotive region of Saar-Lor-Lux

    Christoph Hahn, Christoph K Hahn•Geoforum•2013

  • From ugly ducklings to beautiful swans? The role of local public intermediaries in the revival of the Daegu textile industry

    Open Access•Bong-Kyung Jeon, Nicholas A Phelps•Geoforum•2018

  • Globalization of science and international scientific collaboration

    Open Access•Qinchang Gui, Chengliang Liu et al.•Geoforum•2019

  • Mapping civil society with social network analysis

    Open Access•Dustin J Marshall, David J Marshall et al.•Geoforum•2015

  • Brokers in Biotechnology and Software Networks in EU Research Projects

    Open Access•Merle Küttim, Aino Kiis et al.•TalTech journal of European…•2020

  • Promoting Industrial Symbiosis

    Open Access•A P M Velenturf, Paul D Jensen•Journal of Industrial Ecology•2016

  • The Proximity Puzzle in Cross-Border Regions

    Francesco Cappellano, Teemu Makkonen•Planning Practice and Research•2020

  • Social networks and spatial configuration—How office layouts drive social interaction

    Open Access•Kerstin Sailer, Ian Mcculloh•Social Networks•2011

  • Getting into Networks and Clusters

    Jérôme Vicente, Pierre-Alexandre Balland et al.•Regional Studies•2010

  • Knowledge, Networks and Space

    Johannes Glückler•Regional Studies•2013

  • Knowledge Networks and Innovative Performance in an Industrial District

    Ron Boschma, Ron A Boschma et al.•Industry and Innovation•2007

  • Knowledge flows through informal contacts in industrial clusters

    Open Access•Michael S Dahl, Christian Ø R Pedersen•Research Policy•2004

  • Knowledge Networks as Channels and Conduits

    J Owen-Smith, Walter W Powell•Organization Science•2004

  • A Penny for Your Quotes

    Open Access•Manuel Trajtenberg•The RAND Journal of Economics•1990

  • Regional Innovation Systems, Clusters, and the Knowledge Economy

    P Cooke•Industrial and Corporate Change•2001

  • Benefiting from network position

    Open Access•Akbar Zaheer, Geoffrey G Bell•Strategic Management Journal•2005

  • Regional Innovation Systems

    Open Access•Bjørn Asheim, Bjørn T Asheim et al.•The Journal of Technology Transfer•2002

  • The Evolution of Technologies in Time and Space

    Open Access•Paivi Oinas, Edward J Malecki•International Regional Science…•2002

  • Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations

    Adam B Jaffe, Manuel Trajtenberg et al.•The Quarterly Journal of Economics•1993

  • Emergence of Scaling in Random Networks

    Open Access•Albert-László Barabási, Richard Albert et al.•Science•1999

  • Trading routes, bypasses, and risky intersections

    Open Access•Gernot Grabher•Progress in Human Geography•2006

  • Economic Action and Social Structure

    Mark Granovetter•American Journal of Sociology•1985

  • The Sources and Consequences of Embeddedness for the Economic Performance of Organizations

    Brian Uzzi•American Sociological Review•1996

  • Bad company? The ambiguity of personal knowledge networks

    Gernot Grabher, Oliver Ibert•Journal of Economic Geography•2005

  • The selective nature of knowledge networks in clusters

    Erika Giuliani•Journal of Economic Geography•2006

  • The spatial dimension of patenting by multinational firms in europe

    Bart Verspagen, Wilfred Schoenmakers•Journal of Economic Geography•2003

  • Economic geography and the evolution of networks

    Johannes Glückler•Journal of Economic Geography•2007

  • Space versus networks in the geography of innovation

    Open Access•Mario A Maggioni, Mario Nosvelli et al.•Papers of the Regional Science…•2007

  • The geographical and institutional proximity of research collaboration

    Open Access•RODERIK PONDS, Frank Van Oort et al.•Papers of the Regional Science…•2007

  • Co-evolution of Firms, Industries and Networks in Space

    Anne L J Ter Wal, Ron Boschma•Regional Studies•2009

  • Gatekeepers of Knowledge within Industrial Districts

    Andrea Morrison•Regional Studies•2008

  • Geographic Concentration in U.S. Manufacturing Industries

    Glenn Ellison, Edward L Glaeser•Journal of Political Economy•1997

  • Growth in Cities

    Edward L Glaeser, Hédi Kallal et al.•Journal of Political Economy•1992

  • The Statistical Evaluation of Social Network Dynamics

    Tom Ab Snijders•Sociological Methodology•2001

  • Proximity and Innovation

    Ron Boschma•Regional Studies•2005

  • The Economic Geography of the Internet's Infrastructure

    Open Access•Edward J Malecki•Economic Geography•2002

  • Structural Holes and Good Ideas

    R S Burt•American Journal of Sociology•2004

  • Network Dynamics and Field Evolution

    Walter W Powell, Douglas R White et al.•American Journal of Sociology•2005

  • The Strength of Weak Ties

    Mark Granovetter, Mark S Granovetter•American Journal of Sociology•1973

Unique citing works154
Citations per year9,06
Citation span2009 - 2026 (18)
Citation velocitycurrent
Highly citedYes
Citation typesNeutral: 145

Tools

Open DOISci-HubOpen Access
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae