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Tom Broekel

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Working papers

  1. Carolin Nast & Tom Broekel & Doris Entner, 2024. "Fueling the Fire? How Government Support Drives Technological Progress and Complexity," Papers in Evolutionary Economic Geography (PEEG) 2407, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2024.

    Cited by:

    1. Broekel, Tom & Klarl, Torben, 2025. "The long-term evolution of technological complexity and its relationship with economic growth," Technovation, Elsevier, vol. 144(C).
    2. Mushab Rashid & Muhammad Khalid Anser & Syed Tahir Hussain Shah & Agha Amad Nabi & Ishfaq Ahmad & Khalid Zaman, 2025. "Fostering entrepreneurship: analyzing the influence of access to finance, innovation investment, educational attainment, infrastructure development, and regulatory environment," Future Business Journal, Springer, vol. 11(1), pages 1-21, December.

  2. Jason Deegan & Tom Broekel & Silje Haus-Reve & Rune Dahl Fitjar, 2024. "How regions diversify into new jobs: From related industries or related occupations?," Papers in Evolutionary Economic Geography (PEEG) 2409, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2024.

    Cited by:

    1. Milene Tessarin & Ron Boschma & Deyu Li & Sergio Petralia, 2025. "Regional development traps in Europe. A study of occupational trajectories of regions," Papers in Evolutionary Economic Geography (PEEG) 2501, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2025.

  3. Tom Broekel & Louis Knupling & Lars Mewes, 2023. "Boosting, Sorting, and Complexity. Urban Scaling of Innovation Around the World," Papers in Evolutionary Economic Geography (PEEG) 2308, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2023.

    Cited by:

    1. Rolf Bergs, 0. "The Policy Relevance of Urban Scaling Laws: A Study on Impervious Ground in German Cities," Journal of Economic Analysis, Anser Press, vol. 0(1), pages 1-1.
    2. Liu, Xiaoqian & Cifuentes-Faura, Javier & Yang, Xiaodong & Pan, Junyu, 2025. "The green innovation effect of industrial robot applications: Evidence from Chinese manufacturing companies," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
    3. Carolin Nast & Tom Broekel & Doris Entner, 2024. "Fueling the Fire? How Government Support Drives Technological Progress and Complexity," Papers in Evolutionary Economic Geography (PEEG) 2407, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2024.
    4. Ron Boschma & Rune Fitjar & Elisa Giuliani & Simona Iammarino, 2024. "Unseen costs: the inequities of the geography of innovation," Papers in Evolutionary Economic Geography (PEEG) 2428, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2024.
    5. Milad Abbasiharofteh & Tom Broekel & Lars Mewes, 2024. "The role of geographic distance and technological complexity in U.S. interregional co-patenting over almost two centuries," Environment and Planning A, , vol. 56(7), pages 2003-2022, October.
    6. Josef Taalbi & Mikhail Martynovich, 2024. "On the urban bias of patents and the scaling of innovation," Papers in Evolutionary Economic Geography (PEEG) 2422, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jul 2024.

  4. Burcu Ozgun & Tom Broekel, 2022. "Saved by the news? COVID-19 in German news and its relationship with regional mobility behavior," Papers in Evolutionary Economic Geography (PEEG) 2224, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2022.

    Cited by:

    1. Berle, Erika Christie & Broekel, Tom, 2025. "Spinning stories: Wind turbines and local narrative landscapes in Germany," Technological Forecasting and Social Change, Elsevier, vol. 211(C).
    2. Nolte, Kerstin & Schaefer, Kerstin J., 2024. "Widening the gap? Evidence from Germany for changes in the attitude behaviour gap for transportation during COVID-19," Journal of Transport Geography, Elsevier, vol. 118(C).

  5. Manuel Gardt & Tom Broekel & Philipp Gareis, 2021. "Blowing against the winds of change? The relationship between anti-wind initiatives and wind turbines in Germany," Papers in Evolutionary Economic Geography (PEEG) 2119, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2021.

    Cited by:

    1. Berle, Erika Christie & Broekel, Tom, 2025. "Spinning stories: Wind turbines and local narrative landscapes in Germany," Technological Forecasting and Social Change, Elsevier, vol. 211(C).
    2. Stegmaier, Vincent & Krause, Melanie, 2023. "Headwind at the Ballot Box? - The Effect of Visible Wind Turbines on Green Party Support," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277671, Verein für Socialpolitik / German Economic Association.
    3. Nils Grashof & Stefano Basilico, 2023. "The dark side of green innovation? Green transition and regional inequality in Europe," Papers in Evolutionary Economic Geography (PEEG) 2314, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2023.

  6. Burcu Ozgun & Tom Broekel, 2021. "The geography of innovation and technology news - An empirical study of the German news media," Papers in Evolutionary Economic Geography (PEEG) 2110, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2021.

    Cited by:

    1. Park, Mingyu & Geum, Youngjung, 2022. "Two-stage technology opportunity discovery for firm-level decision making: GCN-based link-prediction approach," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    2. Richarz, Jan & Wegewitz, Stephan & Henn, Sarah & Müller, Dirk, 2023. "Graph-based research field analysis by the use of natural language processing: An overview of German energy research," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    3. Rabeh Khalfaoui & Salma Mefteh-Wali & Jean-Laurent Viviani & Sami Ben Jabeur & Mohammad Zoynul Abedin & Brian Lucey, 2022. "How do climate risk and clean energy spillovers, and uncertainty affect U.S. stock markets?," Post-Print hal-03797937, HAL.
    4. Berle, Erika Christie & Broekel, Tom, 2025. "Spinning stories: Wind turbines and local narrative landscapes in Germany," Technological Forecasting and Social Change, Elsevier, vol. 211(C).
    5. Burcu Ozgun & Tom Broekel, 2024. "Saved by the news? COVID-19 in German news and its relationship with regional mobility behaviour," Regional Studies, Taylor & Francis Journals, vol. 58(2), pages 365-380, February.
    6. Banerjee, Ameet Kumar & Özer, Zeynep Sueda & Rahman, Molla Ramizur & Sensoy, Ahmet, 2024. "How does the time-varying dynamics of spillover between clean and brown energy ETFs change with the intervention of climate risk and climate policy uncertainty?," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 442-468.
    7. Heiberg, Jonas & Truffer, Bernhard & Binz, Christian, 2022. "Assessing transitions through socio-technical configuration analysis – a methodological framework and a case study in the water sector," Research Policy, Elsevier, vol. 51(1).
    8. Xiyao Zhao & Yueting Mao & Yun Qian & Qing Lin, 2022. "The Promoting Effect of Mass Media on Participatory Landscape Revitalization—An Analysis from Newspaper Coverages of Participatory Urban Gardening in China," Land, MDPI, vol. 12(1), pages 1-28, December.

  7. Jason Deegan & Tom Broekel & Rune Dahl Fitjar, 2021. "Searching through the Haystack: The relatedness and complexity of priorities in smart specialisation strategies," Papers in Evolutionary Economic Geography (PEEG) 2123, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2021.

    Cited by:

    1. Federico Moscatelli & Christian Chacua & Shreyas Gadgin Matha & Matte Hartog & Eduardo Hernandez Rodriguez & Julio Raffo & Muhammed A. Yildirim, 2024. "Can we map innovation capabilities?," WIPO Economic Research Working Papers 81, World Intellectual Property Organization - Economics and Statistics Division.
    2. Bathelt, Harald & Storper, Michael, 2023. "Related variety and regional development: a critique," LSE Research Online Documents on Economics 120162, London School of Economics and Political Science, LSE Library.
    3. Cesar A. Hidalgo, 2022. "The Policy Implications of Economic Complexity," Papers in Evolutionary Economic Geography (PEEG) 2230, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2022.
    4. Harald Bathelt & Michael Storper, 2022. "Related Variety and Regional Development," Papers in Evolutionary Economic Geography (PEEG) 2214, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2022.
    5. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(3).
    6. Carlo Gianelle & Fabrizio Guzzo & Javier Barbero & Simone Salotti, 2024. "The governance of regional innovation policy and its economic implications," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 72(4), pages 1231-1254, April.
    7. Ron Boschma, 2022. "Evolutionary Economic Geography and Policy," Papers in Evolutionary Economic Geography (PEEG) 2220, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2022.
    8. Viktor Stojkoski & C'esar A. Hidalgo, 2025. "Optimizing Economic Complexity," Papers 2503.04476, arXiv.org, revised Sep 2025.
    9. Barbero, Javier & Diukanova, Olga & Gianelle, Carlo & Salotti, Simone & Santoalha, Artur, 2024. "Technologically related diversification: One size does not fit all European regions," Research Policy, Elsevier, vol. 53(3).
    10. Anne Otto & Sebastian Losacker & Hendrik Hansmeier, 2025. "Relatedness, complexity, and regional development paths in Germany: a sequencing approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 74(2), pages 1-26, June.
    11. Lyu, Wenyi & Yang, Jian & Yu, Leng, 2025. "Place-based policies, pro-competitive effects, and allocative efficiency: Evidence from China’s economic zones," World Development, Elsevier, vol. 191(C).
    12. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "Reprint of The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(8).
    13. L. Serafini & E. Marrocu & R. Paci, 2024. "Smart Strategies, Smarter Performance: the Impact of S3 and Industry 4.0 on Firms' Outcomes," Working Paper CRENoS 202403, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    14. Christopher Meyer, 2022. "Social Innovation Governance in Smart Specialisation Policies and Strategies Heading towards Sustainability: A Pathway to RIS4?," Social Sciences, MDPI, vol. 11(4), pages 1-14, March.
    15. Tom Broekel & Rune Dahl Fitjar & Silje Haus-Reve, 2021. "The roles of diversity, complexity, and relatedness in regional development – What does the occupational perspective add?," Papers in Evolutionary Economic Geography (PEEG) 2135, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2021.
    16. Jason Deegan & Marte C. W. Solheim & Stig‐Erik Jakobsen & Arne Isaksen, 2022. "One coast, two systems: Regional innovation systems and entrepreneurial discovery in Western Norway," Growth and Change, Wiley Blackwell, vol. 53(2), pages 490-514, June.
    17. Stojkoski, Viktor & Lopez-Calva, Luis-Felipe & Bolch, Kimberly Blair & Fernandez,Almudena, 2024. "Development Acupuncture : The Network Structure of Multidimensional Poverty and Its Implications," Policy Research Working Paper Series 10882, The World Bank.
    18. Ron Boschma, 2021. "Designing Smart Specialization Policy: relatedness, unrelatedness, or what?," Papers in Evolutionary Economic Geography (PEEG) 2128, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2021.
    19. World Bank, 2024. "Diversification through the Application of the Co-evolutionary Framework," World Bank Publications - Reports 41312, The World Bank Group.

  8. Lars Mewes & Tom Broekel, 2020. "Subsidized to change? The impact of R&D policy on regional technological diversification," Papers in Evolutionary Economic Geography (PEEG) 2003, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2020.

    Cited by:

    1. Nils Grashof & Holger Graf, 2023. "Universities that matter for regional knowledge base renewal - the role of multilevel embeddedness," Jena Economics Research Papers 2023-009, Friedrich-Schiller-University Jena.
    2. Sándor Juhasz & Tom Broekel & Ron Boschma, 2020. "Explaining the dynamics of relatedness: the role of co-location and complexity," Papers in Evolutionary Economic Geography (PEEG) 2032, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2020.
    3. Moritz Breul & Carolin Hulke & Linus Kalvelage, 2021. "Path Formation and Reformation: Studying the Variegated Consequences of Path Creation for Regional Development," Papers in Evolutionary Economic Geography (PEEG) 2115, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2021.
    4. Moritz Breul, 2023. "Unpacking smart specialization strategies: how collective policy-making processes shape the direction of regional strategies," Papers in Evolutionary Economic Geography (PEEG) 2320, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2023.
    5. Jason Deegan & Tom Broekel & Rune Dahl Fitjar, 2021. "Searching through the Haystack: The relatedness and complexity of priorities in smart specialisation strategies," Papers in Evolutionary Economic Geography (PEEG) 2123, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2021.
    6. Kyriakos Drivas & Claire Economidou & Ioannis Kaplanis & Maria Theano Tagaraki, 2021. "Smart Specialization in a Subnational Context: Evidence From Greece," SPOUDAI Journal of Economics and Business, SPOUDAI Journal of Economics and Business, University of Piraeus, vol. 71(3-4), pages 3-12, July-Dece.
    7. Ewa Rollnik-Sadowska & Marta Jarocka & Edyta Dabrowska, 2020. "Diversity of Regional Labour Markets in Poland," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 33-51.
    8. Moritz Breul & Thi Xuan Thu Nguyen, 2021. "The Impact of Extractive Industries on Regional Diversification: Evidence from Vietnam," Papers in Evolutionary Economic Geography (PEEG) 2129, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2021.
    9. Frank Schiller & Britta Kastens & Katharina Prehn, 2025. "Implementing Hydrogen Projects in Complex Socio-Economic Environments," Sustainability, MDPI, vol. 17(11), pages 1-15, June.
    10. Andrea Simone, 2023. "What Drives Technological Change in Regions? Relatedness and R&D Subsidies in the US from 1981 to 2010," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 114(2), pages 133-156, April.
    11. Nils Grashof & Alexander Kopka, 2023. "Artificial intelligence and radical innovation: an opportunity for all companies?," Small Business Economics, Springer, vol. 61(2), pages 771-797, August.
    12. Stefano Basilico & Nils Grashof, 2023. "The transition of brown regions: A matter of timing?," Jena Economics Research Papers 2023-003, Friedrich-Schiller-University Jena.
    13. Ron Boschma, 2021. "Designing Smart Specialization Policy: relatedness, unrelatedness, or what?," Papers in Evolutionary Economic Geography (PEEG) 2128, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2021.

  9. Marcel Bednarz & Tom Broekel, 2020. "Pulled or pushed? The spatial diffusion of wind energy between local demand and supply," Papers in Evolutionary Economic Geography (PEEG) 2008, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2020.

    Cited by:

    1. Sebastian Losacker & Hendrik Hansmeier & Jens Horbach & Ingo Liefner, 2023. "The geography of environmental innovation: a critical review and agenda for future research," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 43(2), pages 291-316, August.
    2. Berle, Erika Christie & Broekel, Tom, 2025. "Spinning stories: Wind turbines and local narrative landscapes in Germany," Technological Forecasting and Social Change, Elsevier, vol. 211(C).
    3. Bendig, D. & Brüss, L. & Degen, F., 2025. "Entrepreneurship in the renewable energy sector: A systematic literature review of types, characteristics, and sustainability impacts," Renewable and Sustainable Energy Reviews, Elsevier, vol. 212(C).
    4. van der Loos, Adriaan & Langeveld, Rowan & Hekkert, Marko & Negro, Simona & Truffer, Bernhard, 2022. "Developing local industries and global value chains: The case of offshore wind," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    5. Rohe, Sebastian & Chlebna, Camilla, 2021. "A spatial perspective on the legitimacy of a technological innovation system: Regional differences in onshore wind energy," Energy Policy, Elsevier, vol. 151(C).
    6. Max-Peter Menzel, 2023. "Conventions, markets and industry evolution: the example of the wind turbine industry in Germany 1977–2021," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 16(3), pages 463-480.
    7. Ozgun, Burcu & Broekel, Tom, 2021. "The geography of innovation and technology news - An empirical study of the German news media," Technological Forecasting and Social Change, Elsevier, vol. 167(C).

  10. Sándor Juhasz & Tom Broekel & Ron Boschma, 2020. "Explaining the dynamics of relatedness: the role of co-location and complexity," Papers in Evolutionary Economic Geography (PEEG) 2032, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2020.

    Cited by:

    1. Bathelt, Harald & Storper, Michael, 2023. "Related variety and regional development: a critique," LSE Research Online Documents on Economics 120162, London School of Economics and Political Science, LSE Library.
    2. Valeriy Anatolievich Kryukov & Vladimir Vitalievich Shmat, 2022. "Asian Russia – Conditions for and Obstacles to Progressive Diversification of Macroregional Economy," Spatial Economics=Prostranstvennaya Ekonomika, Economic Research Institute, Far Eastern Branch, Russian Academy of Sciences (Khabarovsk, Russia), issue 1, pages 34-72.
    3. Harald Bathelt & Michael Storper, 2022. "Related Variety and Regional Development," Papers in Evolutionary Economic Geography (PEEG) 2214, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2022.
    4. Jason Deegan & Tom Broekel & Silje Haus-Reve & Rune Dahl Fitjar, 2024. "How regions diversify into new jobs: from related industries or related occupations?," Regional Studies, Taylor & Francis Journals, vol. 58(11), pages 1965-1980, November.
    5. Leonardo Mazzoni & Niccolò Innocenti, 2024. "What conditions favor high-potential entrepreneurship? Unpacking the nexus between the industrial structure and startup typologies," Small Business Economics, Springer, vol. 62(3), pages 1201-1222, March.
    6. Tom Broekel & Louis Knupling & Lars Mewes, 2023. "Boosting, Sorting, and Complexity. Urban Scaling of Innovation Around the World," Papers in Evolutionary Economic Geography (PEEG) 2308, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2023.
    7. Milad Abbasiharofteh & Amir Maghssudipour, 2024. "Driving Forces Behind Relational Knowledge Sourcing in Clusters: Single- and Multilevel Approaches," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 15761-15787, December.
    8. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "Reprint of The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(8).
    9. İbrahim Tuğrul Çınar, 2023. "Regional development trap in Turkey: Can relatedness find a way out?," Papers in Regional Science, Wiley Blackwell, vol. 102(4), pages 817-850, August.

  11. Lars Mewes & Tom Broekel, 2020. "Technological Complexity and Economic Growth of Regions," Papers in Evolutionary Economic Geography (PEEG) 2049, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2020.

    Cited by:

    1. S'andor Juh'asz & Zolt'an Elekes & Vir'ag Ily'es & Frank Neffke, 2024. "Colocation of skill related suppliers -- Revisiting coagglomeration using firm-to-firm network data," Papers 2405.07071, arXiv.org.
    2. Julia Bachtrögler-Unger & Pierre-Alexandre Balland & Ron Boschma & Thomas Schwab, 2023. "Technological Capabilities and the Twin Transition in Europe. Opportunities for Regional Collaboration and Economic Cohesion," WIFO Studies, WIFO, number 70743, October.
    3. Balland, Pierre-Alexandre & Boschma, Ron, 2022. "Do scientific capabilities in specific domains matter for technological diversification in European regions?," Research Policy, Elsevier, vol. 51(10).
    4. Andrea Coveri & Elena Paglialunga & Antoenllo Zanfei, 2024. "Functional specialization and upgrading in European regions:new insights from FDI data," Working Papers 2401, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2024.
    5. Qin, Xionghe & Zhang, Dong & Wang, Song & Grimes, Seamus, 2025. "A blessing and a curse: Identifying how knowledge complexity influences regional innovation efficiency in the presence of varying spatial externalities," China Economic Review, Elsevier, vol. 91(C).
    6. Behrooz Shahmoradi & Nejla Ould Daoud Ellili, 2024. "Bibliometric review of research on economic complexity: current trends, developments, and future research directions," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 51(4), pages 859-891, December.
    7. Milene Tessarin & Ron Boschma & Deyu Li & Sergio Petralia, 2025. "Regional development traps in Europe. A study of occupational trajectories of regions," Papers in Evolutionary Economic Geography (PEEG) 2501, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2025.
    8. Liu, Kang & Ren, Yi & Yang, Fei, 2024. "Do national innovation policies lead to technological specialization or diversification? The role of path dependence and spatial spillovers," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 499-520.
    9. Colozza, Federico & Boschma, Ron & Morrison, Andrea & Pietrobelli, Carlo, 2021. "The importance of global value chains and regional capabilities for the economic complexity of EU-regions," MERIT Working Papers 2021-051, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    10. Federico Moscatelli & Christian Chacua & Shreyas Gadgin Matha & Matte Hartog & Eduardo Hernandez Rodriguez & Julio Raffo & Muhammed A. Yildirim, 2024. "Can we map innovation capabilities?," WIPO Economic Research Working Papers 81, World Intellectual Property Organization - Economics and Statistics Division.
    11. Mert Abay & Sedef Akgüngör, 2024. "Technological paths and smart specialization: analysis of regional entry and exit in Turkey," Asia-Pacific Journal of Regional Science, Springer, vol. 8(1), pages 45-84, March.
    12. Mariane Santos Françoso & Ron Boschma & Nicholas Vonortas, 2024. "Regional diversification in Brazil: The role of relatedness and complexity," Growth and Change, Wiley Blackwell, vol. 55(1), March.
    13. Carlos Bianchi & Pablo Galaso & Sergio Palomeque, 2023. "Knowledge complexity and brokerage in inter-city networks," The Journal of Technology Transfer, Springer, vol. 48(5), pages 1773-1799, October.
    14. Liu, Jianmin & Xia, Qin, 2024. "The impact of industry technology complexity on audit quality," Technology in Society, Elsevier, vol. 79(C).
    15. Ali Sina Önder & Sascha Schweitzer & Olga Tcaci, 2024. "Innovation and Regional Development: The Impact of Patenting on Labor Market Outcomes," Working Papers in Economics & Finance 2024-07, University of Portsmouth, Portsmouth Business School, Economics and Finance Subject Group.
    16. Chaudhuri, Ranjan & Singh, Bindu & Agrawal, Amit Kumar & Chatterjee, Sheshadri & Gupta, Shivam & Mangla, Sachin Kumar, 2024. "A TOE-DCV approach to green supply chain adoption for sustainable operations in the semiconductor industry," International Journal of Production Economics, Elsevier, vol. 275(C).
    17. Nicola Cortinovis & Dongmiao Zhang & Ron Boschma, 2022. "Regional diversification and intra-regional wage inequality in the Netherlands," Papers in Evolutionary Economic Geography (PEEG) 2216, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2022.
    18. Chatzistamoulou, Nikos & Kounetas, Kostas & Tsekouras, Kostas, 2022. "Technological hierarchies and learning: Spillovers, complexity, relatedness, and the moderating role of absorptive capacity," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    19. Sun, Yunpeng & Li, Tonxin & Mehmood, Usman, 2025. "Balancing acts: Assessing the roles of renewable energy, economic complexity, Fintech, green finance, green growth, and economic performance in G-20 countries amidst sustainability efforts," Applied Energy, Elsevier, vol. 378(PA).
    20. Qiu, Guojing & Si, Deng-Kui & Hu, Debao & Li, Xinqi, 2023. "Banking deregulation and export product quality," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
    21. Nutarelli, Federico & Edet, Samuel & Gnecco, Giorgio & Riccaboni, Massimo, 2025. "Predicting the technological complexity of global cities based on unsupervised and supervised machine learning methods," Journal of Economic Behavior & Organization, Elsevier, vol. 234(C).
    22. Xu, Mo & Tao, Changqi & Zou, Xianya, 2024. "How do technology and institutional adaptability promote sustainable economic entrepreneurship and growth?," Journal of Business Research, Elsevier, vol. 172(C).
    23. Eduardo Hernandez-Rodriguez & Ron Boschma & Andrea Morrison & Xianjia Ye, 2023. "Functional upgrading and downgrading in global value chains: Evidence from EU regions using a relatedness/complexity framework," Papers in Evolutionary Economic Geography (PEEG) 2316, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jul 2023.
    24. Milene Tessarin & Deyu Li & Sergio Petralia & Ron Boschma, 2023. "The future geography of industries and occupations," Papers in Evolutionary Economic Geography (PEEG) 2302, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2023.
    25. Fu, Zhenkang & Zhu, Qinghua & Liu, Bingxiang & Yan, Chungen, 2025. "Patent lifespan prediction and interpreting the key determinants: An application of interpretable machine learning survival analysis approach," Technological Forecasting and Social Change, Elsevier, vol. 215(C).
    26. Nils Grashof & Stefano Basilico, 2023. "The dark side of green innovation? Green transition and regional inequality in Europe," Papers in Evolutionary Economic Geography (PEEG) 2314, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2023.
    27. Carolin Nast & Tom Broekel & Doris Entner, 2024. "Fueling the Fire? How Government Support Drives Technological Progress and Complexity," Papers in Evolutionary Economic Geography (PEEG) 2407, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2024.
    28. Nataliya V. Yakovenko & Lyudmila V. Semenova & Elena Y. Nikolskaya & Elena Y. Semenova & Zhanar S. Rakhimbekova & Anzor Kh. Karanashev & Marina Ye. Tsoy & Natalia A. Azarova, 2024. "Innovative Development of Russian Regions: Assessment and Dynamics in the Context of Sustainable Development," Sustainability, MDPI, vol. 16(3), pages 1-23, February.
    29. Sandor Juhasz & Zoltan Elekes & Virag Ilyes & Frank Neffke, 2024. "Colocation of skill related suppliers – Revisiting coagglomeration using firm-to-firm network data," Papers in Evolutionary Economic Geography (PEEG) 2416, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2024.
    30. Pintar, Nico & Scherngell, Thomas, 2022. "The complex nature of regional knowledge production: Evidence on European regions," Research Policy, Elsevier, vol. 51(8).
    31. Huangnan (Jim) Shen, 2020. "Profit Sharing, Industrial Upgrading, and Global Supply Chains: Theory and Evidence," CID Working Papers 123a, Center for International Development at Harvard University.
    32. Lee, Changjun & Shin, Hyunha & Kim, Keungoui & Kogler, Dieter F., 2022. "The effects of regional capacity in knowledge recombination on production efficiency," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    33. Jiang, Cuiqing & Zhou, Yiru & Chen, Bo, 2023. "Mining semantic features in patent text for financial distress prediction," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    34. Tiganasu, Ramona & Lupu, Dan, 2023. "Institutional quality and digitalization: Drivers in accessing European funds at regional level?," Socio-Economic Planning Sciences, Elsevier, vol. 90(C).
    35. Duygu Buyukyazici & Leonardo Mazzoni & Massimo Riccaboni & Francesco Serti, 2022. "Workplace Skills as Regional Capabilities: Relatedness, Complexity and Industrial Diversification of Regions," Papers in Evolutionary Economic Geography (PEEG) 2210, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2022.
    36. Onder Nomaler & Bart Verspagen, 2024. "Reinterpreting economic complexity in multiple dimensions," Papers 2409.01830, arXiv.org.
    37. Tom Broekel & Rune Dahl Fitjar & Silje Haus-Reve, 2021. "The roles of diversity, complexity, and relatedness in regional development – What does the occupational perspective add?," Papers in Evolutionary Economic Geography (PEEG) 2135, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2021.
    38. Huang, Tianwei & Yang, Lei & Liu, Yufei & Liu, Haibing, 2023. "Dutch disease revisited: China's provincial data perspective with the role of green finance and technology peak," Resources Policy, Elsevier, vol. 83(C).
    39. Cieślik Andrzej & Misiak Tomasz, 2022. "Related versus unrelated variety and per employee income regional disparities: A case of Polish regions," Miscellanea Geographica. Regional Studies on Development, Sciendo, vol. 26(4), pages 178-184, October.
    40. Liu, Duan & Peng, Liyun & Wang, Qiuhong & Wan, Hong & Yu, Nizhou, 2025. "Water resources tax and corporate R&D strategies: Policy effects on innovation investment and collaboration preference," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 2276-2298.
    41. DIODATO Dario, 2024. "Handbook of Economic Complexity for Policy," JRC Research Reports JRC138666, Joint Research Centre.
    42. Zenne Hellinga & Julia Bachtrögler-Unger & Pierre-Alexandre Balland & Ron Boschma, 2025. "Beyond the Blueprint. From Smart Specialization Strategies to R&I Funding," Papers in Evolutionary Economic Geography (PEEG) 2502, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2025.
    43. Liu, Xielin & Ji, Xiaohui & Ge, Shuang, 2024. "Does the complexity and embeddedness of knowledge recombination contribute to economic development? —— Observations from prefecture cities in China," Research Policy, Elsevier, vol. 53(2).
    44. Koen Frenken & Frank Neffke & Alje van Dam, 2023. "Capabilities, institutions and regional economic development: a proposed synthesis," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 16(3), pages 405-416.
    45. Eduardo Hernandez-Rodriguez & Ron Boschma & Andrea Morrison & Xianjia Ye, 2024. "Functional upgrading and downgrading in global value chains: The role of complementary interregional value chain linkages in EU regions," Papers in Evolutionary Economic Geography (PEEG) 2432, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2024.
    46. R. Boschma & Eduardo Hernández-Rodríguez & A. Morrison & C. Pietrobelli, 2021. "Do global value chains and local capabilities matter for economic complexity in EU regions?," Papers in Evolutionary Economic Geography (PEEG) 2139, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2021.
    47. Edeh, Jude & Prévot, Frédéric, 2024. "Beyond funding: The moderating role of firms' R&D human capital on government support and venture capital for regional innovation in China," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    48. Natália Barbosa & Ana Paula Faria, 2023. "Science and productivity in European Firms: How do regional innovation modes matter?," GEE Papers 0175, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jul 2023.
    49. Martin Sokol & Leonardo Pataccini, 2022. "Financialisation, regional economic development and the coronavirus crisis: a time for spatial monetary policy? [The financialization of home and the mortgage market crisis]," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 15(1), pages 75-92.
    50. Milad Abbasiharofteh & Tom Broekel & Lars Mewes, 2024. "The role of geographic distance and technological complexity in U.S. interregional co-patenting over almost two centuries," Environment and Planning A, , vol. 56(7), pages 2003-2022, October.
    51. Jianmin Liu & Yifeng Shen & Wenye Fan & Xiya Wu, 2024. "Industrial technological advance and the employment demand for China’s labour force—Micro evidence from labour hiring in companies," PLOS ONE, Public Library of Science, vol. 19(11), pages 1-21, November.
    52. Zeynalov, Ayaz, 2025. "Distance to frontier: From imitation to innovation," Technological Forecasting and Social Change, Elsevier, vol. 217(C).
    53. Wachs, Johannes & Nitecki, Mariusz & Schueller, William & Polleres, Axel, 2022. "The Geography of Open Source Software: Evidence from GitHub," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    54. Aleksandra Kuzior & Iryna Pidorycheva & Viacheslav Liashenko & Hanna Shevtsova & Nataliia Shvets, 2022. "Assessment of National Innovation Ecosystems of the EU Countries and Ukraine in the Interests of Their Sustainable Development," Sustainability, MDPI, vol. 14(14), pages 1-22, July.

  12. Milad Abbasiharofteh & Tom Broekel, 2020. "Still in the shadow of the wall? The case of the Berlin biotechnology cluster," Papers in Evolutionary Economic Geography (PEEG) 2030, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2020.

    Cited by:

    1. Xu, Mo & Tao, Changqi, 2024. "How to reach new technological specialisation: The role of related technological capabilities and complementary technological linkages," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    2. Simensen, Erlend Osland & Abbasiharofteh, Milad, 2022. "Sectoral patterns of collaborative tie formation: Investigating geographic, cognitive, and technological dimensions," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 31(5), pages 1223-1258.
    3. Kabirigi, Michel, 2021. "Does the accessibility of a farmer predict the delivery of extension services? Evidence from Rwanda," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 51(2), pages 187-196.
    4. Abbasiharofteh, Milad & Kogler, Dieter F. & Lengyel, Balázs, 2023. "Atypical combinations of technologies in regional co-inventor networks," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 52(10), pages 1-1.
    5. Erlend Osland Simensen & Milad Abbasiharofteh, 2022. "Sectoral patterns of collaborative tie formation: investigating geographic, cognitive, and technological dimensions [Endogenous effects and cluster transition: a conceptual framework for cluster po," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 31(5), pages 1223-1258.
    6. Janssen, Matthijs J. & Abbasiharofteh, Milad, 2022. "Boundary spanning R&D collaboration: Key enabling technologies and missions as alleviators of proximity effects?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 180.
    7. Kabirigi, Michel & Abbasiharofteh, Milad & Sun, Zhanli & Hermans, Frans, 2022. "The importance of proximity dimensions in agricultural knowledge and innovation systems: The case of banana disease management in Rwanda," Agricultural Systems, Elsevier, vol. 202(C).
    8. Abbasiharofteh, Milad & Kinne, Jan & Krüger, Miriam, 2021. "The strength of weak and strong ties in bridging geographic and cognitive distances," ZEW Discussion Papers 21-049, ZEW - Leibniz Centre for European Economic Research.
    9. Lea F. Stöber & Marius Boesino & Andreas Pyka & Franziska Schuenemann, 2023. "Bioeconomy Innovation Networks in Urban Regions: The Case of Stuttgart," Land, MDPI, vol. 12(4), pages 1-22, April.
    10. Janssen, Matthijs J. & Abbasiharofteh, Milad, 2022. "Boundary spanning R&D collaboration: Key enabling technologies and missions as alleviators of proximity effects?," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    11. Stefano Ghinoi & Riccardo Vita & Bodo Steiner & Alessandro Sinatra, 2024. "Family firm network strategies in regional clusters: evidence from Italy," Small Business Economics, Springer, vol. 62(1), pages 87-103, January.

  13. Holger Graf & Tom Broekel, 2019. "A shot in the dark? Policy influence on cluster networks," Papers in Evolutionary Economic Geography (PEEG) 1927, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2019.

    Cited by:

    1. Carlos Bianchi & Pablo Galaso & Sergio Palomeque, 2020. "Invention and Collaboration Networks in Latin America: Evidence from Patent Data," Documentos de Trabajo (working papers) 20-04, Instituto de Economía - IECON.
    2. İbrahim Semih & Umut Yılmaz & Erkan Erdil & Müge Özman, 2023. "What drives network evolution? Comparing R&D project and patent networks in the EU," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 32(5), pages 1109-1134.
    3. James Wilson & Emily Wise & Madeline Smith, 2022. "Evidencing the benefits of cluster policies: towards a generalised framework of effects," Policy Sciences, Springer;Society of Policy Sciences, vol. 55(2), pages 369-391, June.
    4. Stefano Basilico & Holger Graf, 2020. "Bridging Technologies in the Regional Knowledge Space: Measurement and Evolution," Jena Economics Research Papers 2020-012, Friedrich-Schiller-University Jena.
    5. Max Nathan, 2019. "Does light touch cluster policy work? Evaluating the tech city programme," CEP Discussion Papers dp1648, Centre for Economic Performance, LSE.
    6. Milad Abbasiharofteh & Amir Maghssudipour, 2024. "Driving Forces Behind Relational Knowledge Sourcing in Clusters: Single- and Multilevel Approaches," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 15761-15787, December.
    7. Li Li & Haifen Lin & Yibo Lyu, 2022. "Technology cluster coupling and invulnerability of industrial innovation networks: the role of centralized structure and technological turbulence," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(3), pages 1209-1231, March.
    8. Stefano Basilico & Uwe Cantner & Holger Graf, 2021. "Policy Influence in the Knowledge Space: a Regional Application," Jena Economics Research Papers 2021-011, Friedrich-Schiller-University Jena.
    9. Feldman, Maryann & Fleming, Lee & Heaton, Sohvi & Desai, Sameeksha & Teece, David, 2022. "Uncommon methods and metrics for local entrepreneurial ecosystems," Research Policy, Elsevier, vol. 51(9).
    10. Madeline Smith & James R. Wilson & Emily Wise, 2020. "Evaluating clusters: Where theory collides with practice," Regional Science Policy & Practice, Wiley Blackwell, vol. 12(3), pages 413-430, June.
    11. Zhao, Yang & Yongquan, Yang & Jian, Ma & Lu, Angela & Xuanhua, Xu, 2024. "Policy-induced cooperative knowledge network, university-industry collaboration and firm innovation: Evidence from the Greater Bay Area," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    12. Tahi, Sofiane & Khlif, Wafa & Belghoul, Khaled & Casadella, Vanessa, 2022. "Public-private innovation networks in services: Revisiting PPPs with servitization," Technovation, Elsevier, vol. 118(C).
    13. Adem Sakarya, 2023. "Clustering potential of organized industrial zones in Türkiye," Asia-Pacific Journal of Regional Science, Springer, vol. 7(1), pages 255-276, March.
    14. Michael Rothgang & Bernhard Lageman & Anne-Marie Scholz, 2021. "Why are there so few hard facts about the impact of cluster policies in Germany? A critical review of evaluation studies," Review of Evolutionary Political Economy, Springer, vol. 2(1), pages 105-139, April.

  14. Johannes von Bloh & Tom Broekel & Burcu Oezgun & Rolf Sternberg, 2019. "New(s) data for Entrepreneurship Research? An innovative approach to use Big Data on media coverage," Papers in Evolutionary Economic Geography (PEEG) 1920, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2019.

    Cited by:

    1. Song, Zijie & Guo, Chenyun & Chen, Yanying & Zhu, Hang, 2025. "The value of public information: Media coverage of incumbent firms and entrepreneurial activities," Journal of Business Research, Elsevier, vol. 197(C).
    2. Grégory Guéneau & Didier Chabaud & Marie-Christine Chalus Sauvannet, 2022. "Opening entrepreneurial ecosystem’s black box: the power of networks in African low-income countries," International Entrepreneurship and Management Journal, Springer, vol. 18(2), pages 753-772, June.
    3. Sascha Kraus & Matthias Breier & Sonia Dasí-Rodríguez, 2020. "The art of crafting a systematic literature review in entrepreneurship research," International Entrepreneurship and Management Journal, Springer, vol. 16(3), pages 1023-1042, September.
    4. McDaniel, Michael & Ge, Jianhua & Yuan, Wenhao, 2022. "Social impacts of entrepreneurship: Does entrepreneurial ecosystem support reduce homicide?," Journal of Business Venturing Insights, Elsevier, vol. 17(C).
    5. Kevin Escoz Barragan & Felix Simon Rudolf Becker, 2025. "Keeping pace with the digital transformation — exploring the digital orientation of SMEs," Small Business Economics, Springer, vol. 64(3), pages 1361-1385, March.
    6. Francesco Perugini, 2023. "Space–time analysis of entrepreneurial ecosystems," The Journal of Technology Transfer, Springer, vol. 48(1), pages 240-291, February.
    7. Shelby Solomon & Joshua S. Bendickson & Eric W. Liguori & Matthew R. Marvel, 2022. "The effects of social spending on entrepreneurship in developed nations," Small Business Economics, Springer, vol. 58(3), pages 1595-1607, March.
    8. Christopher J. Boudreaux & Daniel L. Bennett & David S. Lucas & Boris N. Nikolaev, 2023. "Taking mental models seriously: institutions, entrepreneurship, and the mediating role of socio-cognitive traits," Small Business Economics, Springer, vol. 61(2), pages 465-493, August.
    9. Rammer, Christian & Es-Sadki, Nordine, 2022. "Using big data for generating firm-level innovation indicators: A literature review," ZEW Discussion Papers 22-007, ZEW - Leibniz Centre for European Economic Research.
    10. Juan J. Lull & Roberto Cervelló-Royo & José Luis Galdón, 2024. "Crossroads between Big Data and entrepreneurship: current key trends," International Entrepreneurship and Management Journal, Springer, vol. 20(4), pages 2763-2790, December.
    11. Bernd Wurth & Erik Stam & Ben Spigel, 2022. "Toward an Entrepreneurial Ecosystem Research Program," Entrepreneurship Theory and Practice, , vol. 46(3), pages 729-778, May.
    12. Steve J. Bickley & Alison Macintyre & Benno Torgler, 2021. "Artificial Intelligence and Big Data in Sustainable Entrepreneurship," CREMA Working Paper Series 2021-11, Center for Research in Economics, Management and the Arts (CREMA).
    13. Bernhard Truffer, 2024. "New methodological inroads to regional path development - Epistemological reflections on the contribution of semantic network analysis," GEIST - Geography of Innovation and Sustainability Transitions 2024(05), GEIST Working Paper Series.
    14. Ozgun, Burcu & Broekel, Tom, 2021. "The geography of innovation and technology news - An empirical study of the German news media," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    15. Guéneau, Grégory & Chabaud, Didier & Sauvannet, Marie-Christine Chalus, 2023. "Sticky ties: Quest for structural inter-organizational configurations in entrepreneurial ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    16. Andreas Rauch, 2020. "Opportunities and Threats in Reviewing Entrepreneurship Theory and Practice," Entrepreneurship Theory and Practice, , vol. 44(5), pages 847-860, September.
    17. Jeffrey Muldoon & Younggeun Lee & Eric W. Liguori & Saumyaranjan Sahoo & Satish Kumar, 2024. "Mapping the entrepreneurship ecosystem scholarship: current state and future directions," International Entrepreneurship and Management Journal, Springer, vol. 20(4), pages 3035-3080, December.
    18. Martin Obschonka & David B. Audretsch, 2020. "Artificial intelligence and big data in entrepreneurship: a new era has begun," Small Business Economics, Springer, vol. 55(3), pages 529-539, October.
    19. Marie Madeleine Meurer & Matthias Waldkirch & Peter Kalum Schou & Eliane Léontine Bucher & Katrin Burmeister-Lamp, 2022. "Digital affordances: how entrepreneurs access support in online communities during the COVID-19 pandemic," Small Business Economics, Springer, vol. 58(2), pages 637-663, February.
    20. Adesuwa Omorede & Juan Francisco Prados-Castillo & Amalia Cristina Casas-Jurado, 2025. "Researching entrepreneurship using big data: implementation, benefits, and challenges," International Entrepreneurship and Management Journal, Springer, vol. 21(1), pages 1-22, December.
    21. Martin Queissner & Lennard Stolz & Matthias Weiss, 2025. "A meta-analysis of entrepreneurial ecosystem elements and entrepreneurial activity," Small Business Economics, Springer, vol. 64(4), pages 1817-1847, April.

  15. Marcel Bednarz & Tom Broekel, 2019. "The relationship of policy induced R&D networks and inter-regional knowledge diffusion," Papers in Evolutionary Economic Geography (PEEG) 1908, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2019.

    Cited by:

    1. Pierre-Alexandre Balland & Ron Boschma, 2021. "Complementary interregional linkages and Smart Specialisation: an empirical study on European regions," Regional Studies, Taylor & Francis Journals, vol. 55(6), pages 1059-1070, June.
    2. Xing, Zeyu & Fang, Debin & Wang, Jing & Zhang, Lupeng, 2024. "Digital technology and industry-university-research (IUR) R&D network configurations: An exploration of market participation and market maturity," Technology in Society, Elsevier, vol. 78(C).
    3. İbrahim Semih & Umut Yılmaz & Erkan Erdil & Müge Özman, 2023. "What drives network evolution? Comparing R&D project and patent networks in the EU," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 32(5), pages 1109-1134.
    4. Kyoo-Man Ha, 2024. "International R&D diffusion in disaster management: a systematic review," Management Review Quarterly, Springer, vol. 74(1), pages 289-302, February.
    5. Mariane Santos Françoso¹ & Nicholas S. Vonortas, 2023. "Gatekeepers in regional innovation networks: Evidence from an emerging economy," The Journal of Technology Transfer, Springer, vol. 48(3), pages 821-841, June.
    6. Xing, Zeyu & Yalçin, Haydar & Daim, Tugrul, 2024. "Digital Economy's influence on R&D Network configurations: Integrating resource dependence theory and institutional theory," Technovation, Elsevier, vol. 137(C).
    7. Andrea Pettrachin & Leila Hadj Abdou, 2024. "Beyond evidence-based policymaking? Exploring knowledge formation and source effects in US migration policymaking," Policy Sciences, Springer;Society of Policy Sciences, vol. 57(1), pages 3-28, March.
    8. Fang Han & Sejun Yoon & Nagarajan Raghavan & Hyunseok Park, 2022. "Investigating Company’s Technical Development Directions Based on Internal Knowledge Inheritance and Inventor Capabilities: The Case of Samsung Electronics," Sustainability, MDPI, vol. 14(5), pages 1-19, March.
    9. Skare, Marinko & Soriano, Domingo Riberio, 2021. "Technological and knowledge diffusion link: An international perspective 1870–2019," Technology in Society, Elsevier, vol. 66(C).
    10. Yang, Yong-cong & Liu, Hui-ting & Liu, Li-bing, 2024. "An evolutionary game for analysis of implementation strategies in inter-regional diffusion of clean technology," Socio-Economic Planning Sciences, Elsevier, vol. 95(C).

  16. Tom Broekel, 2019. "Using structural diversity to measure the complexity of technologies," Papers in Evolutionary Economic Geography (PEEG) 1918, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2019.

    Cited by:

    1. Claudius Graebner-Radkowitsch, 2022. "Elements of an evolutionary approach to comparative economic studies: complexity, systemism, and path dependent development," ICAE Working Papers 134, Johannes Kepler University, Institute for Comprehensive Analysis of the Economy.
    2. Alex J. Yang & Huimin Xu & Ying Ding & Meijun Liu, 2024. "Unveiling the dynamics of team age structure and its impact on scientific innovation," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(10), pages 6127-6148, October.
    3. Wachs, Johannes & Vedres, Balázs, 2021. "Does crowdfunding really foster innovation? Evidence from the board game industry," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    4. Dany Bahar & Hillel Rapoport & Riccardo Turati, 2019. "Does Birthplace Diversity Affect Economic Complexity ? Cross-Country Evidence," LIDAM Discussion Papers IRES 2019020, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    5. Mert Abay & Sedef Akgüngör, 2024. "Technological paths and smart specialization: analysis of regional entry and exit in Turkey," Asia-Pacific Journal of Regional Science, Springer, vol. 8(1), pages 45-84, March.
    6. Sándor Juhasz & Tom Broekel & Ron Boschma, 2020. "Explaining the dynamics of relatedness: the role of co-location and complexity," Papers in Evolutionary Economic Geography (PEEG) 2032, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2020.
    7. Bahar, Dany & Rapoport, Hillel & Turati, Riccardo, 2022. "Birthplace diversity and economic complexity: Cross-country evidence," Research Policy, Elsevier, vol. 51(8).
    8. Abbasiharofteh, Milad & Kogler, Dieter F. & Lengyel, Balázs, 2023. "Atypical combinations of technologies in regional co-inventor networks," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 52(10), pages 1-1.
    9. Janssen, Matthijs J. & Abbasiharofteh, Milad, 2022. "Boundary spanning R&D collaboration: Key enabling technologies and missions as alleviators of proximity effects?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 180.
    10. Jason Deegan & Tom Broekel & Rune Dahl Fitjar, 2021. "Searching through the Haystack: The relatedness and complexity of priorities in smart specialisation strategies," Papers in Evolutionary Economic Geography (PEEG) 2123, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2021.
    11. Tsouri, Maria & Hansen, Teis & Hanson, Jens & Steen, Markus, 2022. "Knowledge recombination for emerging technological innovations: The case of green shipping," Technovation, Elsevier, vol. 114(C).
    12. Antonelli, Cristiano & Crespi, Francesco & Quatraro, Francesco, 2022. "Knowledge complexity and the mechanisms of knowledge generation and exploitation: The European evidence," Research Policy, Elsevier, vol. 51(8).
    13. Tom Broekel & Louis Knupling & Lars Mewes, 2023. "Boosting, Sorting, and Complexity. Urban Scaling of Innovation Around the World," Papers in Evolutionary Economic Geography (PEEG) 2308, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2023.
    14. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(3).
    15. Janssen, Matthijs J. & Abbasiharofteh, Milad, 2022. "Boundary spanning R&D collaboration: Key enabling technologies and missions as alleviators of proximity effects?," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    16. Yuan Gao & Emiliya Lazarova, 2024. "A new empirical index to track the technological novelty of inventions: A sector-level analysis," Journal of Evolutionary Economics, Springer, vol. 34(4), pages 873-900, December.
    17. Anne Otto & Sebastian Losacker & Hendrik Hansmeier, 2025. "Relatedness, complexity, and regional development paths in Germany: a sequencing approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 74(2), pages 1-26, June.
    18. Milad Abbasiharofteh & Amir Maghssudipour, 2024. "Driving Forces Behind Relational Knowledge Sourcing in Clusters: Single- and Multilevel Approaches," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 15761-15787, December.
    19. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "Reprint of The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(8).
    20. Carolin Nast & Tom Broekel & Doris Entner, 2024. "Fueling the Fire? How Government Support Drives Technological Progress and Complexity," Papers in Evolutionary Economic Geography (PEEG) 2407, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2024.
    21. Lars Mewes & Tom Broekel, 2020. "Technological Complexity and Economic Growth of Regions," Papers in Evolutionary Economic Geography (PEEG) 2049, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2020.
    22. Pintar, Nico & Scherngell, Thomas, 2022. "The complex nature of regional knowledge production: Evidence on European regions," Research Policy, Elsevier, vol. 51(8).
    23. Christian Chacua & Shreyas Gadgin Matha & Matte Hartog & Ricardo Hausmann & Muhammed A. Yildirim, 2024. "Global Trends in Innovation Patterns: A Complexity Approach," Growth Lab Working Papers 235, Harvard's Growth Lab.
    24. Omar Ali & Anup Shrestha & Maryam Ghasemaghaei & Ghassan Beydoun, 2022. "Assessment of Complexity in Cloud Computing Adoption: a Case Study of Local Governments in Australia," Information Systems Frontiers, Springer, vol. 24(2), pages 595-617, April.
    25. Siddharth, L. & Luo, Jianxi, 2024. "Knowledge of Technological Artefacts: Investigating the Linguistic and Structural Foundations," OSF Preprints ncqz3, Center for Open Science.
    26. Lee, Changjun & Shin, Hyunha & Kim, Keungoui & Kogler, Dieter F., 2022. "The effects of regional capacity in knowledge recombination on production efficiency," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    27. Cai, Zhishan & Ma, Ding & Zhou, Rui & Zhang, Zhiwang, 2024. "Unraveling the impact of patent transfers on regional innovation: Empirical insights through the lens of entity relationships," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    28. Parcu, Pier Luigi & Innocenti, Niccolò & Carrozza, Chiara, 2022. "Ubiquitous technologies and 5G development. Who is leading the race?," Telecommunications Policy, Elsevier, vol. 46(4).
    29. Tom Broekel & Rune Dahl Fitjar & Silje Haus-Reve, 2021. "The roles of diversity, complexity, and relatedness in regional development – What does the occupational perspective add?," Papers in Evolutionary Economic Geography (PEEG) 2135, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2021.
    30. Abbasiharofteh, Milad & Hermans, Frans, 2025. "Using archetypal analysis to derive a typology of knowledge networks in European bioclusters," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 59(1), pages 1-17.
    31. Patrick Wolf & Tobias Buchmann, 2021. "Analyzing development patterns in research networks and technology," Review of Evolutionary Political Economy, Springer, vol. 2(1), pages 55-81, April.
    32. Dirk Fornahl & Nils Grashof & Alexander Kopka, 2021. "Do not neglect the periphery?! - the emergence and diffusion of radical innovations," Bremen Papers on Economics & Innovation 2102, University of Bremen, Faculty of Business Studies and Economics.
    33. Trieste, Leopoldo & Geisler, Elie & Turchetti, Giuseppe, 2022. "Columbus' egg and the engineer's effect in forecasting solutions adoption," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    34. Liu, Xielin & Ji, Xiaohui & Ge, Shuang, 2024. "Does the complexity and embeddedness of knowledge recombination contribute to economic development? —— Observations from prefecture cities in China," Research Policy, Elsevier, vol. 53(2).
    35. Milad Abbasiharofteh & Tom Broekel & Lars Mewes, 2024. "The role of geographic distance and technological complexity in U.S. interregional co-patenting over almost two centuries," Environment and Planning A, , vol. 56(7), pages 2003-2022, October.
    36. Christopher R. Esposito, 2020. "The Emergence of Knowledge Production in New Places," Papers in Evolutionary Economic Geography (PEEG) 2046, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2020.

  17. Tom Broekel & Marcel Bednarz, 2018. "Disentangling link formation and dissolution in spatial networks: An application of a two-mode STERGM to a project-based R&D network in the German Biotechnology industry," Papers in Evolutionary Economic Geography (PEEG) 1837, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2018.

    Cited by:

    1. Ana M. Guerra & Felipe Montes & Andrés F. Useche & Ana María Jaramillo & Silvia A. González & Jose D. Meisel & Catalina Obando & Valentina Cardozo & Ruth F. Hunter & Olga L. Sarmiento, 2020. "Effects of a Physical Activity Program Potentiated with ICTs on the Formation and Dissolution of Friendship Networks of Children in a Middle-Income Country," IJERPH, MDPI, vol. 17(16), pages 1-21, August.
    2. Youyi Bi & Yunjian Qiu & Zhenghui Sha & Mingxian Wang & Yan Fu & Noshir Contractor & Wei Chen, 2021. "Modeling Multi-Year Customers’ Considerations and Choices in China’s Auto Market Using Two-Stage Bipartite Network Analysis," Networks and Spatial Economics, Springer, vol. 21(2), pages 365-385, June.
    3. Luqi Li & Ben Derudder & Wei Shen & Xiang Kong, 2022. "Exploring the dynamics of the disaggregated intercity corporate network in the Yangtze River Delta, China: a relational event approach," Journal of Geographical Systems, Springer, vol. 24(1), pages 115-140, January.
    4. Ben Derudder & Zachary Neal, 2018. "Uncovering Links Between Urban Studies and Network Science," Networks and Spatial Economics, Springer, vol. 18(3), pages 441-446, September.
    5. Chong, Zhaohui & Wei, Xiaolin, 2023. "Exploring the spatial linkage network of peer-to-peer lending in China," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 630(C).
    6. Mariane Santos Françoso¹ & Nicholas S. Vonortas, 2023. "Gatekeepers in regional innovation networks: Evidence from an emerging economy," The Journal of Technology Transfer, Springer, vol. 48(3), pages 821-841, June.
    7. Cornelius Fritz & Michael Lebacher & Göran Kauermann, 2020. "Tempus volat, hora fugit: A survey of tie‐oriented dynamic network models in discrete and continuous time," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 74(3), pages 275-299, August.
    8. Xiaoyi Shi & Xiaoxia Huang & Huifang Liu, 2022. "Research on the Structural Features and Influence Mechanism of the Low-Carbon Technology Cooperation Network Based on Temporal Exponential Random Graph Model," Sustainability, MDPI, vol. 14(19), pages 1-24, September.
    9. Liu, Junwan & Tang, Zhuoran & Gong, Xiaoyun & Guo, Xiaofei & Zhang, Luyao, 2025. "Understanding the formation and dissolution of interdisciplinary teamwork networks: A comprehensive framework study of network structure, subject characteristics, and link attributes," Journal of Informetrics, Elsevier, vol. 19(2).
    10. Mariia Shkolnykova, 2021. "Who shapes plant biotechnology in Germany? Joint analysis of the evolution of co-authors’ and co-inventors’ networks," Review of Evolutionary Political Economy, Springer, vol. 2(1), pages 27-54, April.
    11. Mathias Heidinger & Fabian Wenner & Sebastian Sager & Paul Sussmann & Alain Thierstein, 2023. "Where do knowledge-intensive firms locate in Germany?—An explanatory framework using exponential random graph modeling [Welche Standorte wählen wissensintensive Unternehmen in Deutschland? – Ein Er," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 43(1), pages 101-124, April.
    12. Kei, Yik Lun & Chen, Yanzhen & Madrid Padilla, Oscar Hernan, 2023. "A partially separable model for dynamic valued networks," Computational Statistics & Data Analysis, Elsevier, vol. 187(C).
    13. Miaoxi Zhao & Ben Derudder & Pingcheng Zhang & Peiqian Zhong, 2020. "An Expanded Bipartite Network Projection Algorithm for Measuring Cities’ Connections in Service Firm Networks," Networks and Spatial Economics, Springer, vol. 20(2), pages 479-498, June.
    14. Patrick Wolf & Tobias Buchmann, 2021. "Analyzing development patterns in research networks and technology," Review of Evolutionary Political Economy, Springer, vol. 2(1), pages 55-81, April.
    15. Yang, Guancan & Liu, Di & Chen, Ling & Lu, Kun, 2025. "Integrating persistence process into the analysis of technology convergence using STERGM," Journal of Informetrics, Elsevier, vol. 19(1).
    16. Losacker, Sebastian, 2022. "‘License to green’: Regional patent licensing networks and green technology diffusion in China," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    17. Chen Zhang & Xinghua Dang & Tao Peng & Chaokai Xue, 2019. "Dynamic Evolution of Venture Capital Network in Clean Energy Industries Based on STERGM," Sustainability, MDPI, vol. 11(22), pages 1-25, November.
    18. Stefano Ghinoi & Riccardo Vita & Bodo Steiner & Alessandro Sinatra, 2024. "Family firm network strategies in regional clusters: evidence from Italy," Small Business Economics, Springer, vol. 62(1), pages 87-103, January.

  18. Max-Peter Menzel & Maryann P. Feldman & Tom Broekel, 2017. "Institutional Change and Network Evolution: Explorative and Exploitative Tie Formations of Co-Inventors During the Dot-com Bubble in the Research Triangle Region," Papers in Evolutionary Economic Geography (PEEG) 1705, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2017.

    Cited by:

    1. Kumar, Amit & Operti, Elisa, 2025. "Recessions, institutions, and regional exploration," Research Policy, Elsevier, vol. 54(3).
    2. Mads Bruun Ingstrup & Max-Peter Menzel, 2019. "The emergence of relatedness between industries: The example of offshore oil and gas and offshore wind energy in Esbjerg, Denmark," Papers in Evolutionary Economic Geography (PEEG) 1929, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2019.
    3. Milad Abbasiharofteh & Tom Broekel, 2021. "Still in the shadow of the wall? The case of the Berlin biotechnology cluster," Environment and Planning A, , vol. 53(1), pages 73-94, February.
    4. Abbasiharofteh, Milad & Kogler, Dieter F. & Lengyel, Balázs, 2023. "Atypical combinations of technologies in regional co-inventor networks," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 52(10), pages 1-1.
    5. Frans Hermans, 2021. "The contribution of statistical network models to the study of clusters and their evolution," Papers in Regional Science, Wiley Blackwell, vol. 100(2), pages 379-403, April.
    6. Abbasiharofteh, Milad, 2020. "Endogenous effects and cluster transition: a conceptual framework for cluster policy," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 28(12), pages 2508-2531.
    7. Barbosa, Sergio & Sáiz, Patricio & Zofío, José L., 2024. "The emergence and historical evolution of innovation networks: On the factors promoting and hampering patent collaboration in technological lagging economies," Research Policy, Elsevier, vol. 53(5).
    8. Holger Graf & Tom Broekel, 2019. "A shot in the dark? Policy influence on cluster networks," Papers in Evolutionary Economic Geography (PEEG) 1927, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2019.
    9. Milad Abbasiharofteh & Amir Maghssudipour, 2024. "Driving Forces Behind Relational Knowledge Sourcing in Clusters: Single- and Multilevel Approaches," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 15761-15787, December.
    10. Mads Bruun Ingstrup & Max-Peter Menzel, 2019. "The emergence of relatedness between industries: The example of offshore oil and gas and offshore wind energy in Esbjerg, Denmark," PEGIS geo-disc-2019_15, Institute for Economic Geography and GIScience, Department of Socioeconomics, Vienna University of Economics and Business.
    11. Francesco Quatraro & Stefano Usai, 2017. "Knowledge flows, externalities and innovation networks," Regional Studies, Taylor & Francis Journals, vol. 51(8), pages 1133-1137, August.
    12. Milad Abbasiharofteh & Tom Broekel & Lars Mewes, 2024. "The role of geographic distance and technological complexity in U.S. interregional co-patenting over almost two centuries," Environment and Planning A, , vol. 56(7), pages 2003-2022, October.
    13. Sonja Opper, 2023. "Social network and institution-based strategy research," Asia Pacific Journal of Management, Springer, vol. 40(1), pages 329-351, March.

  19. Tom Broekel & Lars Mewes, 2017. "Analyzing the impact of R&D policy on regional diversification," Papers in Evolutionary Economic Geography (PEEG) 1726, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.

    Cited by:

    1. Kolja Hesse & Dirk Fornahl, 2020. "Essential ingredients for radical innovations? The role of (un-)related variety and external linkages in Germany," Papers in Evolutionary Economic Geography (PEEG) 2007, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2020.

  20. Tom Broekel & Wladimir Mueller, 2017. "Critical links in knowledge networks. What about proximities and gatekeeper organizations?," Papers in Evolutionary Economic Geography (PEEG) 1711, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2017.

    Cited by:

    1. Brökel, Heike & Broekel, Tom, 2023. "Collaboration and SDG-related research at the University of Stavanger," MPRA Paper 120005, University Library of Munich, Germany.
    2. Pierre-Alexandre Balland & Ron Boschma, 2021. "Complementary interregional linkages and Smart Specialisation: an empirical study on European regions," Regional Studies, Taylor & Francis Journals, vol. 55(6), pages 1059-1070, June.
    3. Brökel, Tom & Mewes, Lars, 2020. "Der Beitrag von Hochschulen zur Einbindung von Regionen in politisch induzierte Wissensnetzwerke," Forschungsberichte der ARL: Aufsätze, in: Postlep, Rolf-Dieter & Blume, Lorenz & Hülz, Martina (ed.), Hochschulen und ihr Beitrag für eine nachhaltige Regionalentwicklung, volume 11, pages 233-259, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.
    4. Pierre-Alexandre Balland & Ron Boschma & Julien Ravet, 2019. "Network dynamics in collaborative research in the EU, 2003-2017," Papers in Evolutionary Economic Geography (PEEG) 1911, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2019.
    5. Maria Tsouri, 2022. "Knowledge networks and strong tie creation: the role of relative network position," Journal of Geographical Systems, Springer, vol. 24(1), pages 95-114, January.
    6. Giovanni Abramo & Ciriaco Andrea D’Angelo & Flavia Costa, 2020. "Does the geographic proximity effect on knowledge spillovers vary across research fields?," Scientometrics, Springer;Akadémiai Kiadó, vol. 123(2), pages 1021-1036, May.
    7. Gallo, Julie Le & Plunket, Anne, 2020. "Regional gatekeepers, inventor networks and inventive performance: Spatial and organizational channels," Research Policy, Elsevier, vol. 49(5).
    8. Lars Mewes & Tom Broekel, 2020. "Subsidized to change? The impact of R&D policy on regional technological diversification," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(1), pages 221-252, August.
    9. Crowley, Frank & Jordan, Declan, 2018. "The trade-off between absorptive capacity and appropriability of the returns to innovation effort," SRERC Working Paper Series SRERCWP2018-2, University College Cork (UCC), Spatial and Regional Economic Research Centre (SRERC).
    10. Tsouri, Maria & Hansen, Teis & Hanson, Jens & Steen, Markus, 2022. "Knowledge recombination for emerging technological innovations: The case of green shipping," Technovation, Elsevier, vol. 114(C).
    11. Mariane Santos Françoso¹ & Nicholas S. Vonortas, 2023. "Gatekeepers in regional innovation networks: Evidence from an emerging economy," The Journal of Technology Transfer, Springer, vol. 48(3), pages 821-841, June.
    12. Jingxue Wang & Chengjun Wang & Yang Li, 2024. "Unlocking Creativity: The Impact of Inventors’ Knowledge Complementarity and Substitutability in Moderating Structural Holes," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 17847-17880, December.
    13. Abramo, Giovanni & D’Angelo, Ciriaco Andrea & Di Costa, Flavia, 2020. "The role of geographical proximity in knowledge diffusion, measured by citations to scientific literature," Journal of Informetrics, Elsevier, vol. 14(1).
    14. Frank Crowley & Declan Jordan, 2022. "Do local start-ups and knowledge spillovers matter for firm-level R&D investment?," Urban Studies, Urban Studies Journal Limited, vol. 59(5), pages 1085-1102, April.
    15. Eduardo Gonçalves & Ademir Rocha & Raquel Reis, 2023. "The key to knowledge: evaluating the role of gatekeepers on regional inventive performance," The Journal of Technology Transfer, Springer, vol. 48(4), pages 1274-1299, August.
    16. Carayannis, Elias G. & Grigoroudis, Evangelos & Wurth, Bernd, 2022. "OR for entrepreneurial ecosystems: A problem-oriented review and agenda," European Journal of Operational Research, Elsevier, vol. 300(3), pages 791-808.
    17. Kaihuang Zhang & Qinglan Qian & Yijing Zhao, 2020. "Evolution of Guangzhou Biomedical Industry Innovation Network Structure and Its Proximity Mechanism," Sustainability, MDPI, vol. 12(6), pages 1-20, March.
    18. Eva Panetti & Adele Parmentola & Marco Ferretti & Elisabeth Beck Reynolds, 2020. "Exploring the relational dimension in a smart innovation ecosystem: a comprehensive framework to define the network structure and the network portfolio," The Journal of Technology Transfer, Springer, vol. 45(6), pages 1775-1796, December.
    19. Abramo, Giovanni & D’Angelo, Ciriaco Andrea & Di Costa, Flavia, 2020. "Knowledge spillovers: Does the geographic proximity effect decay over time? A discipline-level analysis, accounting for cognitive proximity, with and without self-citations," Journal of Informetrics, Elsevier, vol. 14(4).

  21. Tom Broekel & Dirk Fornahl & Andrea Morrison, 2015. "Another cluster premium: Innovation subsidies and R&D collaboration networks," Papers in Evolutionary Economic Geography (PEEG) 1514, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2015.

    Cited by:

    1. Uwe Cantner & Holger Graf & Johannes Herrmann & Martin Kalthaus, 2014. "Inventor Networks in Renewable Energies: The Influence of the Policy Mix in Germany," Jena Economics Research Papers 2014-034, Friedrich-Schiller-University Jena, revised 28 Jan 2016.
    2. Konan Alain N'Ghauran & Corinne Autant-Bernard, 2020. "Assessing the collaboration and network additionality of innovation policies: a counterfactual approach to the French cluster policy," Working Papers halshs-02482546, HAL.
    3. İbrahim Semih & Umut Yılmaz & Erkan Erdil & Müge Özman, 2023. "What drives network evolution? Comparing R&D project and patent networks in the EU," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 32(5), pages 1109-1134.
    4. Lars Mewes & Tom Broekel, 2020. "Subsidized to change? The impact of R&D policy on regional technological diversification," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(1), pages 221-252, August.
    5. Tom Broekel & Lars Mewes, 2017. "Analyzing the impact of R&D policy on regional diversification," Papers in Evolutionary Economic Geography (PEEG) 1726, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    6. Mitze, Timo & Strotebeck, Falk, 2019. "Determining factors of interregional research collaboration in Germany's biotech network: Capacity, proximity, policy?," Technovation, Elsevier, vol. 80, pages 40-53.
    7. Fritsch, Michael & Titze, Mirko & Piontek, Matthias, 2020. "Identifying cooperation for innovation―a comparison of data sources," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(6), pages 630-659.
    8. Delio Lucena-Piquero & Jérôme Vicente, 2019. "The visible hand of cluster policy makers: An analysis of Aerospace Valley (2006-2015) using a place-based network methodology," Post-Print hal-02074787, HAL.
    9. Abbasiharofteh, Milad, 2020. "Endogenous effects and cluster transition: a conceptual framework for cluster policy," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 28(12), pages 2508-2531.
    10. Pinkse, Jonatan & Vernay, Anne-Lorène & D’Ippolito, Beatrice, 2018. "An organisational perspective on the cluster paradox: Exploring how members of a cluster manage the tension between continuity and renewal," Research Policy, Elsevier, vol. 47(3), pages 674-685.
    11. Maria Tsouri & Jens Hanson & Håkon Endresen Normann, 2020. "Does participation in knowledge networks facilitate international market access? The case of offshore wind," Working Papers on Innovation Studies 20200303, Centre for Technology, Innovation and Culture, University of Oslo.
    12. Xiang Cai & Wang Dan & Dongming Ge & Xiaohui Zhao & Yihui Wang, 2025. "The impact of environmental regulations and government subsidies and their policy mix on clean technology innovation," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(1), pages 1987-2023, January.
    13. Anna‐Maria Kindt & Matthias Geissler & Kilian Bühling, 2022. "Be my (little) partner?!—Universities' role in regional innovation systems when large firms are rare," Journal of Regional Science, Wiley Blackwell, vol. 62(5), pages 1274-1295, November.
    14. Holger Graf & Tom Broekel, 2019. "A shot in the dark? Policy influence on cluster networks," Papers in Evolutionary Economic Geography (PEEG) 1927, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2019.
    15. Dirk Engel & Verena Eckl & Michael Rothgang, 2019. "R&D funding and private R&D: empirical evidence on the impact of the leading-edge cluster competition," The Journal of Technology Transfer, Springer, vol. 44(6), pages 1720-1743, December.
    16. Macro, Samantha & Ott, Ursula F., 2024. "The evolution of the ability to effectively innovate in a transnational organization – A configurational analysis," Journal of International Management, Elsevier, vol. 30(6).
    17. Rodríguez-Pose, Andrés & Belso-Martinez, Jose Antonio & Díez-Vial, Isabel, 2021. "Playing the innovation subsidy game: experience, clusters, consultancy, and networking in regional innovation support," LSE Research Online Documents on Economics 111603, London School of Economics and Political Science, LSE Library.
    18. Mitze, Timo & Strotebeck, Falk, 2017. "Modeling interregional research collaborations in German biotechnology using industry directory data: A quantitative social network analysis," MPRA Paper 83392, University Library of Munich, Germany.
    19. Telma Mendes & Carina Silva & Alexandra Braga, 2023. "Dancing with Giants: A Unified Framework for Cooperation Networks, Speed of Internationalisation, and Performance," Sustainability, MDPI, vol. 15(3), pages 1-32, January.
    20. Stefano Basilico & Uwe Cantner & Holger Graf, 2021. "Policy Influence in the Knowledge Space: a Regional Application," Jena Economics Research Papers 2021-011, Friedrich-Schiller-University Jena.
    21. Andrea Morrison, 2023. "Towards an evolutionary economic geography research agenda to study migration and innovation," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 16(3), pages 529-542.
    22. Jarunee Wonglimpiyarat, 2017. "Tax and S&T Policies for Research Commercialization: Perspectives of Southeast Asian Countries," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 14(04), pages 1-22, August.
    23. Dirk Fornahl & Nils Grashof & Alexander Kopka, 2021. "Do not neglect the periphery?! - the emergence and diffusion of radical innovations," Bremen Papers on Economics & Innovation 2102, University of Bremen, Faculty of Business Studies and Economics.
    24. Xie, Xuemei & Wu, Yonghui & Martínez, José Manuel Guaita, 2023. "More is not always better: Reconciling the dilemma of R&D collaboration in high-tech industries in transition economies," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    25. Dahlke, Johannes & Beck, Mathias & Kinne, Jan & Lenz, David & Dehghan, Robert & Wörter, Martin & Ebersberger, Bernd, 2024. "Epidemic effects in the diffusion of emerging digital technologies: evidence from artificial intelligence adoption," Research Policy, Elsevier, vol. 53(2).
    26. Angelou, K. & Maragakis, M. & Kosmidis, K. & Argyrakis, P., 2021. "The evolution of triangular research and innovation collaborations in the European area," Journal of Informetrics, Elsevier, vol. 15(3).
    27. Hassine, Haithem Ben & Mathieu, Claude, 2020. "R&D crowding out or R&D leverage effects: An evaluation of the french cluster-oriented technology policy," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    28. Grashof, Nils, 2021. "Putting the watering can away –Towards a targeted (problem-oriented) cluster policy framework," Research Policy, Elsevier, vol. 50(9).

  22. Breul, Moritz & Broekel, Tom & Brachert, Matthias, 2015. "Die Treiber der räumlichen Emergenz und Konzentration der Photovoltaik-Industrie in Deutschland [The drivers of the spatial emergence and clustering of the photovoltaic industry in Germany]," MPRA Paper 67959, University Library of Munich, Germany.

    Cited by:

    1. Moritz Breul & Carolin Hulke & Linus Kalvelage, 2021. "Path Formation and Reformation: Studying the Variegated Consequences of Path Creation for Regional Development," Papers in Evolutionary Economic Geography (PEEG) 2115, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2021.
    2. Bruns, Stephan B. & Kalthaus, Martin, 2020. "Flexibility in the selection of patent counts: Implications for p-hacking and evidence-based policymaking," Research Policy, Elsevier, vol. 49(1).

  23. Tom Broekel & Matthias Brachert & Matthias Duschl & Thomas Brenner, 2015. "Joint R and D subsidies, related variety, and regional innovation," Working Papers on Innovation and Space 2015-01, Philipps University Marburg, Department of Geography.

    Cited by:

    1. Wolf-Hendrik Uhlbach & Pierre-Alexandre Balland & Thomas Scherngell, 2017. "R&D Policy and Technological Trajectories of Regions: Evidence from the EU Framework Programmes," Papers in Evolutionary Economic Geography (PEEG) 1722, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    2. Lars Mewes & Tom Broekel, 2020. "Subsidized to change? The impact of R&D policy on regional technological diversification," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(1), pages 221-252, August.
    3. Tom Broekel & Lars Mewes, 2017. "Analyzing the impact of R&D policy on regional diversification," Papers in Evolutionary Economic Geography (PEEG) 1726, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    4. Inácio Fernandes de Araújo & Eduardo Gonçalves & Juliana Gonçalves Taveira, 2019. "The Role of Patent Co-inventorship Networks in Regional Inventive Performance," International Regional Science Review, , vol. 42(3-4), pages 235-280, May.

  24. Broekel, Tom & Brachert, Matthias & Duschl, Matthias & Brenner, Thomas, 2015. "Joint R&D subsidies, related variety, and regional innovation," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112808, Verein für Socialpolitik / German Economic Association.

    Cited by:

    1. Bischoff, Thore Sören & Hipp, Ann & Runst, Petrik, 2023. "Firm innovation and generalized trust as a regional resource," Research Policy, Elsevier, vol. 52(8).
    2. Wolf-Hendrik Uhlbach & Pierre-Alexandre Balland & Thomas Scherngell, 2017. "R&D Policy and Technological Trajectories of Regions: Evidence from the EU Framework Programmes," Papers in Evolutionary Economic Geography (PEEG) 1722, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    3. Brökel, Tom & Mewes, Lars, 2020. "Der Beitrag von Hochschulen zur Einbindung von Regionen in politisch induzierte Wissensnetzwerke," Forschungsberichte der ARL: Aufsätze, in: Postlep, Rolf-Dieter & Blume, Lorenz & Hülz, Martina (ed.), Hochschulen und ihr Beitrag für eine nachhaltige Regionalentwicklung, volume 11, pages 233-259, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.
    4. Xiguang Cao & Min Deng & Fei Song & Shihu Zhong & Junhao Zhu, 2019. "Direct and moderating effects of environmental regulation intensity on enterprise technological innovation: The case of China," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-20, October.
    5. Lars Mewes & Tom Broekel, 2020. "Subsidized to change? The impact of R&D policy on regional technological diversification," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(1), pages 221-252, August.
    6. Bischoff, Thore Sören & Hipp, Ann & Runst, Petrik, 2022. "Firm innovation and generalized trust as a regional resource," ifh Working Papers 32/2022, Volkswirtschaftliches Institut für Mittelstand und Handwerk an der Universität Göttingen (ifh).
    7. Tobias Johannes Hertrich & Thomas Brenner, 2023. "Classification of regions according to the dominant innovation barriers: The characteristics and stability of region types in Germany," Regional Science Policy & Practice, Wiley Blackwell, vol. 15(9), pages 2182-2223, December.

  25. Broekel, Tom & Alfken, Christoph, 2015. "Gone with the wind? The impact of wind turbines on tourism demand," MPRA Paper 65946, University Library of Munich, Germany.

    Cited by:

    1. Marcel Bednarz & Tom Broekel, 2020. "Pulled or pushed? The spatial diffusion of wind energy between local demand and supply," Papers in Evolutionary Economic Geography (PEEG) 2008, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2020.
    2. John Dorrell & Keunjae Lee, 2020. "The Cost of Wind: Negative Economic Effects of Global Wind Energy Development," Energies, MDPI, vol. 13(14), pages 1-25, July.
    3. Manuel Gardt & Tom Broekel & Philipp Gareis, 2021. "Blowing against the winds of change? The relationship between anti-wind initiatives and wind turbines in Germany," Papers in Evolutionary Economic Geography (PEEG) 2119, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2021.
    4. Anders Dugstad & Kristine M. Grimsrud & Gorm Kipperberg & Henrik Lindhjem & Ståle Navrud, 2021. "Scope Elasticity of Willingness to pay in Discrete Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(1), pages 21-57, September.
    5. Yushi Kunugi & Toshi H. Arimura & Miwa Nakai, 2021. "The Long-Term Impact of Wind Power Generation on a Local Community: Economics Analysis of Subjective Well-Being Data in Chōshi City," Energies, MDPI, vol. 14(13), pages 1-18, July.
    6. Berle, Erika Christie & Broekel, Tom, 2025. "Spinning stories: Wind turbines and local narrative landscapes in Germany," Technological Forecasting and Social Change, Elsevier, vol. 211(C).
    7. Mitsch, Frieder & McNeil, Andrew, 2022. "Political implications of ‘green’ infrastructure in one’s ‘backyard’: the Green Party’s Catch 22?," LSE Research Online Documents on Economics 115269, London School of Economics and Political Science, LSE Library.
    8. Zerrahn, Alexander, 2017. "Wind Power and Externalities," Ecological Economics, Elsevier, vol. 141(C), pages 245-260.
    9. Olivier JOALLAND & Tina RAMBONILAZA, 2017. "Assessing the impact of renewable energy infrastructure on the “tourist value” in rural landscapes: a spatial hedonic approach," Cahiers du GREThA (2007-2019) 2017-10, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
    10. Rohe, Sebastian & Chlebna, Camilla, 2021. "A spatial perspective on the legitimacy of a technological innovation system: Regional differences in onshore wind energy," Energy Policy, Elsevier, vol. 151(C).
    11. Gardt Manuel & Broekel Tom & Gareis Philipp & Litmeyer Marie-Louise, 2018. "Einfluss von Windenergieanlagen auf die Entwicklung des Tourismus in Hessen," ZFW – Advances in Economic Geography, De Gruyter, vol. 62(1), pages 46-64, March.
    12. Anna Dóra Sæþórsdóttir & C. Michael Hall, 2019. "Contested Development Paths and Rural communities: Sustainable Energy or Sustainable Tourism in Iceland?," Sustainability, MDPI, vol. 11(13), pages 1-27, July.
    13. Dimitris Katsaprakakis & Nikolaos Ch. Papadakis & Nikos Savvakis & Andreas Vavvos & Eirini Dakanali & Sofia Yfanti & Constantinos Condaxakis, 2025. "The Wind Parks Distorted Development in Greek Islands—Lessons Learned and Proposals Toward Rational Planning," Energies, MDPI, vol. 18(13), pages 1-34, June.
    14. Xin Nie & Hubin Ma & Sihan Chen & Kailu Li & Zhenhan Yu & Han Wang & Zhuxia Wei, 2024. "Offshore Wind Farms and Tourism Development Relationship to Energy Distribution Justice for the Beibu Gulf, China," Land, MDPI, vol. 13(5), pages 1-23, May.
    15. Muhammad Aslam Mohd Safari & Nurulkamal Masseran & Alias Jedi & Sohif Mat & Kamaruzzaman Sopian & Azman Bin Abdul Rahim & Azami Zaharim, 2020. "Rural Public Acceptance of Wind and Solar Energy: A Case Study from Mersing, Malaysia," Energies, MDPI, vol. 13(15), pages 1-24, July.
    16. Olivier JOALLAND & Tina RAMBONILAZA, 2017. "Valeur touristique des aménités environnementales et nuisances associées aux infrastructures d’énergie renouvelable : une approche hédonique spatiale," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 46, pages 93-115.
    17. Alphan, H., 2021. "Modelling potential visibility of wind turbines: A geospatial approach for planning and impact mitigation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
    18. Anders Dugstad & Kristine Grimsrud & Gorm Kipperberg & Henrik Lindhjem & Ståle Navrud, 2020. "Scope elasticity and economic significance in discrete choice experiments," Discussion Papers 942, Statistics Norway, Research Department.
    19. Bidwell, David, 2023. "Tourists are people too: Nonresidents’ values, beliefs, and acceptance of a nearshore wind farm," Energy Policy, Elsevier, vol. 173(C).
    20. Kiunke, Theresa & Gemignani, Natalia & Malheiro, Pedro & Brudermann, Thomas, 2022. "Key factors influencing onshore wind energy development: A case study from the German North Sea region," Energy Policy, Elsevier, vol. 165(C).
    21. Teisl, Mario F. & Noblet, Caroline L. & Corey, Richard R. & Giudice, Nicholas A., 2018. "Seeing clearly in a virtual reality: Tourist reactions to an offshore wind project," Energy Policy, Elsevier, vol. 122(C), pages 601-611.
    22. Rodríguez-Pose, Andrés & Bartalucci, Federico, 2023. "Regional vulnerability to the green transition," Single Market Economics Papers WP2023/16, Directorate-General for Internal Market, Industry, Entrepreneurship and SMEs (European Commission), Chief Economist Team.
    23. Ezio Micelli & Giulia Giliberto & Eleonora Righetto & Greta Tafuri, 2024. "Urban Disparities in Energy Performance Premium Prices: Towards an Unjust Transition?," Land, MDPI, vol. 13(2), pages 1-21, February.
    24. Rodríguez-Pose, Andrés & Bartalucci, Federico, 2024. "The green transition and its potential territorial discontents," LSE Research Online Documents on Economics 120536, London School of Economics and Political Science, LSE Library.
    25. Daniel Höwer & Christian A. Oberst & Reinhard Madlener, 2017. "Regionalization Heuristic to Map Spatial Heterogeneity of Macroeconomic Impacts: The Case of the Green Energy Transition in NRW," FCN Working Papers 13/2017, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    26. Maassen Maria Alexandra, 2019. "The NIMBY effect towards wind energy instalments in Romania-myth or reality?," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 13(1), pages 911-919, May.
    27. Frate, Cláudio Albuquerque & Brannstrom, Christian & de Morais, Marcus Vinícius Girão & Caldeira-Pires, Armando de Azevedo, 2019. "Procedural and distributive justice inform subjectivity regarding wind power: A case from Rio Grande do Norte, Brazil," Energy Policy, Elsevier, vol. 132(C), pages 185-195.
    28. Navratil, J. & Picha, K. & Buchecker, M. & Martinat, S. & Svec, R. & Brezinova, M. & Knotek, J., 2019. "Visitors’ preferences of renewable energy options in “green” hotels," Renewable Energy, Elsevier, vol. 138(C), pages 1065-1077.
    29. Edita Tverijonaite & Anna Dóra Sæþórsdóttir & Zsuzsanna Kövi, 2025. "New Winds: Tourist Attitudes Toward Wind Energy Projects in Iceland," Sustainability, MDPI, vol. 17(10), pages 1-18, May.
    30. Edita Tverijonaite & Anna Dóra Sæþórsdóttir & Rannveig Ólafsdóttir & C. Michael Hall, 2019. "Renewable Energy in Wilderness Landscapes: Visitors’ Perspectives," Sustainability, MDPI, vol. 11(20), pages 1-23, October.
    31. Josef Navrátil & Stanislav Martinát & Tomáš Krejčí & Petr Klusáček & Richard J. Hewitt, 2021. "Conversion of Post-Socialist Agricultural Premises as a Chance for Renewable Energy Production. Photovoltaics or Biogas Plants?," Energies, MDPI, vol. 14(21), pages 1-21, November.

  26. Jérôme Stuck & Tom Broekel & Javier Revilla, 2014. "Network Structures in Regional Innovation Systems," Working Papers on Innovation and Space 2014-09, Philipps University Marburg, Department of Geography.

    Cited by:

    1. Corina M. Rădulescu & Svitlana Slava & Adrian T. Rădulescu & Rita Toader & Diana-Cezara Toader & Grațiela Dana Boca, 2020. "A Pattern of Collaborative Networking for Enhancing Sustainability of Smart Cities," Sustainability, MDPI, vol. 12(3), pages 1-23, February.
    2. Sebastian Rohe & Jannika Mattes, 2021. "What about the regional level? Regional configurations of Technological Innovation Systems," PEGIS geo-disc-2021_01, Institute for Economic Geography and GIScience, Department of Socioeconomics, Vienna University of Economics and Business.
    3. Rhoda Ahoba-Sam & David Charles, 2019. "Building of Academics’ Networks—An analysis based on Causation and Effectuation theory," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 39(2), pages 143-161, October.
    4. Attila Varga & Norbert Szabó & Tamás Sebestyén, 2020. "Economic impact modelling of smart specialization policy: Which industries should prioritization target?," Papers in Regional Science, Wiley Blackwell, vol. 99(5), pages 1367-1388, October.
    5. Pierre-Alexandre Balland & Ron Boschma & Julien Ravet, 2019. "Network dynamics in collaborative research in the EU, 2003-2017," Papers in Evolutionary Economic Geography (PEEG) 1911, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2019.
    6. Ben Robaeyst & Bastiaan Baccarne & Wout Duthoo & Dimitri Schuurman, 2021. "The City as an Experimental Environment: The Identification, Selection, and Activation of Distributed Knowledge in Regional Open Innovation Ecosystems," Sustainability, MDPI, vol. 13(12), pages 1-18, June.
    7. Simba, Amon & Wang, Yan & del Olmo García, Francisco, 2023. "Deconstructing self-organisation in microentrepreneurship: A social embeddedness perspective," Journal of Business Research, Elsevier, vol. 162(C).
    8. Vas, Zsófia & Gyurkovics, János, 2021. "Összefüggések a hálózatok jellemzői és a vállalkozások innovációs teljesítménye között. Szakirodalmi áttekintés [What kind of relationship can be identified between network characteristics and the ," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(11), pages 1171-1190.
    9. Charis Vlados & Dimos Chatzinikolaou, 2019. "Business ecosystems policy in Stra.Tech.Man terms: The case of the Eastern Macedonia and Thrace region," Journal of Entrepreneurship, Management and Innovation, Fundacja Upowszechniająca Wiedzę i Naukę "Cognitione", vol. 15(3), pages 163-197.
    10. Weidenfeld, Adi & Makkonen, Teemu & Clifton, Nick, 2021. "From interregional knowledge networks to systems," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    11. Li Li & Haifen Lin & Yibo Lyu, 2022. "Technology cluster coupling and invulnerability of industrial innovation networks: the role of centralized structure and technological turbulence," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(3), pages 1209-1231, March.
    12. Khurana, Indu & Dutta, Dev K, 2021. "From latent to emergent entrepreneurship in innovation ecosystems: The role of entrepreneurial learning," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    13. Weidenfeld, Adi & Clifton, Nick, 2025. "Investigating the systemic nature of knowledge networks of regions," Technological Forecasting and Social Change, Elsevier, vol. 215(C).
    14. Arnt Fløysand & Emil Tomson Lindfors & Stig-Erik Jakobsen & Lars Coenen, 2020. "Place-Based Directionality of Innovation: Tasmanian Salmon Farming and Responsible Innovation," Sustainability, MDPI, vol. 13(1), pages 1-17, December.
    15. Peiffer-Smadja, Océane & Mitra, Alessio & Ravet, Julien & Di Girolamo, Valentina, 2023. "The road to success: how regional innovation ecosystems can improve participation in the European Framework Programme for R&I," EconStor Preprints 283908, ZBW - Leibniz Information Centre for Economics.
    16. Maruccia, Ylenia & Solazzo, Gianluca & Del Vecchio, Pasquale & Passiante, Giuseppina, 2020. "Evidence from Network Analysis application to Innovation Systems and Quintuple Helix," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    17. Antonio Zinilli & Yujie Gao & Thomas Scherngell, 2024. "Structural Dynamics of Inter-city Innovation Networks in China: A Perspective From TERGM," Networks and Spatial Economics, Springer, vol. 24(3), pages 707-741, September.
    18. Huayun Wang & Zhuoran Zhang, 2021. "The Influence of Corporate Networks on the Competitive Advantage of High Technology Enterprises in China: The Mediating Effects of Dynamic Capacities and Ambidextrous Combination," IJFS, MDPI, vol. 9(3), pages 1-16, August.
    19. Dandan Li & Yehua Dennis Wei & Changhong Miao & Yangyi Wu & Weiye Xiao, 2019. "Innovation, Network Capabilities, and Sustainable Development of Regional Economies in China," Sustainability, MDPI, vol. 11(17), pages 1-21, September.

  27. Brökel, Tom & Brachert, Matthias, 2014. "The Structure and Evolution of Intersectoral Technological Complementarity in R&D in Germany from 1990 to 2011," IWH Discussion Papers 13/2014, Halle Institute for Economic Research (IWH).

    Cited by:

    1. Manuel Acosta & Daniel Coronado & Jennifer Medina, 2024. "Effects of co-patenting across national boundaries on patent quality. An exploration in pharmaceuticals," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 33(2), pages 248-281, February.
    2. László Lőrincz & Sándor Juhász & Rebeka O. Szabó, 2022. "Business transactions and ownership ties between firms," CERS-IE WORKING PAPERS 2216, Institute of Economics, Centre for Economic and Regional Studies.
    3. Matthijs J. Janssen, 2015. "Cross-specialization: A New Perspective on Industry Policy," Papers in Evolutionary Economic Geography (PEEG) 1519, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2015.
    4. Yifei Wang & Andrea Ascani & Carolina Castaldi, 2021. "Location choices of Chinese greenfield investments across EU regions: The role of industry and country-of-origin agglomerations," Discussion Paper series in Regional Science & Economic Geography 2021-10, Gran Sasso Science Institute, Social Sciences, revised Jul 2021.
    5. Sándor Juhasz & Tom Broekel & Ron Boschma, 2020. "Explaining the dynamics of relatedness: the role of co-location and complexity," Papers in Evolutionary Economic Geography (PEEG) 2032, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2020.
    6. Kairui Zheng & Yijie Li & Xiaohui Xin, 2022. "The Influencing Mechanism of High-Speed Rail on Innovation: Firm-Level Evidence from China," Sustainability, MDPI, vol. 14(24), pages 1-26, December.
    7. Tsouri, Maria & Hansen, Teis & Hanson, Jens & Steen, Markus, 2022. "Knowledge recombination for emerging technological innovations: The case of green shipping," Technovation, Elsevier, vol. 114(C).
    8. Ron Boschma, 2017. "A concise history of the knowledge base literature: challenging questions for future research," Papers in Evolutionary Economic Geography (PEEG) 1721, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    9. Delio Lucena-Piquero & Jérôme Vicente, 2019. "The visible hand of cluster policy makers: An analysis of Aerospace Valley (2006-2015) using a place-based network methodology," Post-Print hal-02074787, HAL.
    10. Ron Boschma, 2017. "Relatedness as driver behind regional diversification: a research agenda," Papers in Evolutionary Economic Geography (PEEG) 1702, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2017.
    11. Margherita Russo & Annalisa Caloffi & Ana Colovic & Pasquale Pavone & Saverio Romeo & Federica Rossi, 2021. "Mapping the distribution of Internet of Things competences across European regions," Working Papers 57, Birkbeck Centre for Innovation Management Research, revised Dec 2021.
    12. Jing Xiao & Ron Boschma & Martin Andersson, 2016. "Industrial diversification in Europe: The differentiated role of relatedness," Papers in Evolutionary Economic Geography (PEEG) 1627, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2016.
    13. Hesse, Kolja, 2020. "Unlocking the radical potential of German innovators How can R&D policy foster radical innovation?," Papers in Innovation Studies 2020/5, Lund University, CIRCLE - Centre for Innovation Research.
    14. Andrea Ascani & Pierre-Alexandre Balland & Andrea Morrison, 2018. "Heterogeneous Foreign Direct Investment and Local Innovation in Italian Provinces," Papers in Evolutionary Economic Geography (PEEG) 1820, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2018.
    15. Christoph Roesler & Tom Broekel, 2017. "The role of universities in a network of subsidized R&D collaboration: The case of the biotechnology-industry in Germany," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 37(2), pages 135-160, October.

  28. Christoph Alfken & Tom Broekel & Rolf Sternberg, 2013. "Factors explaining the spatial agglomeration of the Creative Class. Empirical evidence for German artists," Working Papers on Innovation and Space 2013-02, Philipps University Marburg, Department of Geography.

    Cited by:

    1. Roman Martin & Jan Ole Rypestøl, 2018. "Linking content and technology: on the geography of innovation networks in the Bergen media cluster," Industry and Innovation, Taylor & Francis Journals, vol. 25(10), pages 966-989, November.
    2. Gong, Huiwen & Hassink, Robert, 2016. "What drives the geographies of creative industries? From literature review to research agenda," Papers in Innovation Studies 2016/9, Lund University, CIRCLE - Centre for Innovation Research.
    3. Zhenshan Yang, 2023. "Human capital space: a spatial perspective of the dynamics of people and economic relationships," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    4. Niusha Esmaeilpoorarabi & Tan Yigitcanlar & Mirko Guaralda, 2016. "Place quality and urban competitiveness symbiosis? A position paper," International Journal of Knowledge-Based Development, Inderscience Enterprises Ltd, vol. 7(1), pages 4-21.
    5. Esmaeilpoorarabi, Niusha & Yigitcanlar, Tan & Guaralda, Mirko & Kamruzzaman, Md., 2018. "Evaluating place quality in innovation districts: A Delphic hierarchy process approach," Land Use Policy, Elsevier, vol. 76(C), pages 471-486.
    6. Esmaeilpoorarabi, Niusha & Yigitcanlar, Tan & Guaralda, Mirko & Kamruzzaman, Md., 2018. "Does place quality matter for innovation districts? Determining the essential place characteristics from Brisbane’s knowledge precincts," Land Use Policy, Elsevier, vol. 79(C), pages 734-747.
    7. Adu-McVie, Rosemary & Yigitcanlar, Tan & Erol, Isil & Xia, Bo, 2021. "Classifying innovation districts: Delphi validation of a multidimensional framework," Land Use Policy, Elsevier, vol. 111(C).
    8. Yijie Li & Hanyu Zhu & Qianzhu Chen & Yi Su, 2024. "Comparative Study on the Agglomeration Degree and Influencing Factors of the Urban Creative Class in the Central Area of the Yangtze River Delta," Sustainability, MDPI, vol. 16(13), pages 1-23, June.
    9. Gutierrez-Posada, Diana & Kitsos, Tasos & Nathan, Max & Nuccio, Massimiliano, 2021. "Do Creative Industries Generate Multiplier Effects? Evidence from UK Cities, 1997-2018," SocArXiv xs8zg, Center for Open Science.
    10. Wentao Yu & Xiaolan Tan, 2022. "The creative class in China: Heterogeneity and its regional determinants," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(8), pages 3466-3478, December.
    11. Cattivelli, Valentina & Stawinoga, Agnieszka, 2019. "A revised application of 3Ts´ Florida in peri-urban areas," MPRA Paper 99221, University Library of Munich, Germany.
    12. Annie Tubadji & Thomas Colwill & Don Webber, 2021. "Voting with your feet or voting for Brexit: The tale of those stuck behind," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(2), pages 247-277, April.
    13. Jinliao He & Jue Peng & Gang Zeng, 2023. "The Spatiality of the Creative Digital Economy: Local Amenities to the Spatial Agglomeration of Creative E-Freelancers in China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 4608-4629, December.

  29. Tom Broekel & Matte Hartog, 2013. "Determinants of cross-regional R and D collaboration networks: an application of exponential random graph models," Working Papers on Innovation and Space 2013-04, Philipps University Marburg, Department of Geography.

    Cited by:

    1. Luigi Aldieri & Gennaro Guida & Maxim Kotsemir & Concetto Paolo Vinci, 2019. "An investigation of impact of research collaboration on academic performance in Italy," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(4), pages 2003-2040, July.
    2. Peng, Tai-Quan, 2015. "Assortative mixing, preferential attachment, and triadic closure: A longitudinal study of tie-generative mechanisms in journal citation networks," Journal of Informetrics, Elsevier, vol. 9(2), pages 250-262.
    3. Milad Abbasiharofteh & Tom Broekel, 2021. "Still in the shadow of the wall? The case of the Berlin biotechnology cluster," Environment and Planning A, , vol. 53(1), pages 73-94, February.
    4. Brökel, Tom & Mewes, Lars, 2020. "Der Beitrag von Hochschulen zur Einbindung von Regionen in politisch induzierte Wissensnetzwerke," Forschungsberichte der ARL: Aufsätze, in: Postlep, Rolf-Dieter & Blume, Lorenz & Hülz, Martina (ed.), Hochschulen und ihr Beitrag für eine nachhaltige Regionalentwicklung, volume 11, pages 233-259, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.
    5. Zhang, Yanlu & Yang, Naiding, 2018. "Vulnerability analysis of interdependent R&D networks under risk cascading propagation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 505(C), pages 1056-1068.
    6. Falk Strotebeck, 2014. "Running with the pack? The role of Universities of applied science in a German research network," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 34(2), pages 139-156, October.

  30. Tom Broekel & Pierre-Alexandre Balland & Martijn Burger & Frank van Oort, 2013. "Modeling Knowledge Networks in Economic Geography: A Discussion of Four Empirical Strategies," Papers in Evolutionary Economic Geography (PEEG) 1325, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2013.

    Cited by:

    1. Morescalchi, Andrea & Pammolli, Fabio & Penner, Orion & Petersen, Alexander M. & Riccaboni, Massimo, 2015. "The evolution of networks of innovators within and across borders: Evidence from patent data," Research Policy, Elsevier, vol. 44(3), pages 651-668.
    2. Laurent R. Bergé, 2017. "Network proximity in the geography of research collaboration," Papers in Regional Science, Wiley Blackwell, vol. 96(4), pages 785-815, November.

  31. Tom Broekel & Nicky Rogge & Thomas Brenner, 2013. "The innovation efficiency of German regions - a shared-input DEA approach," Working Papers on Innovation and Space 2013-08, Philipps University Marburg, Department of Geography.

    Cited by:

    1. Jin Guo & Bingmei Gu & Xialing Sun & Jinli Xue & Baiyun Yuan, 2019. "Communication Barrier, Spillover Effect and Industrial-Technological Innovation," Sustainability, MDPI, vol. 11(18), pages 1-20, September.
    2. Bischoff, Thore Sören & Hipp, Ann & Runst, Petrik, 2023. "Firm innovation and generalized trust as a regional resource," Research Policy, Elsevier, vol. 52(8).
    3. Panpan Liu & Guanghui Han & Haichao Yang & Xiaobo Li, 2024. "A Sustainable Development Study on Innovation Factor Allocation Efficiency and Spatial Correlation Based on Regions along the Belt and Road in China," Sustainability, MDPI, vol. 16(7), pages 1-22, April.
    4. Aguilar-Barceló, José G. & Higuera-Cota, Fernanda, 2019. "Challenges in innovation management for Latin America and the Caribbean: an efficiency analysis," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), April.
    5. Cristian Barra & Nazzareno Ruggiero, 2022. "How do dimensions of institutional quality improve Italian regional innovation system efficiency? The Knowledge production function using SFA," Journal of Evolutionary Economics, Springer, vol. 32(2), pages 591-642, April.
    6. Bischoff, Thore Sören & Hipp, Ann & Runst, Petrik, 2022. "Firm innovation and generalized trust as a regional resource," ifh Working Papers 32/2022, Volkswirtschaftliches Institut für Mittelstand und Handwerk an der Universität Göttingen (ifh).
    7. Yamin Du & Wonchul Seo, 2022. "A Comparative Study on the Efficiency of R&D Activities of Universities in China by Region Using DEA–Malmquist," Sustainability, MDPI, vol. 14(16), pages 1-13, August.
    8. Svetlana V. Ratner & Andrey V. Lychev & Vladimir E. Krivonozhko, 2024. "Data Envelopment Analysis-Based Approach to Improving of the Budget Allocation System for Decarbonization Targets," Economies, MDPI, vol. 12(7), pages 1-16, June.
    9. Prokop, Viktor & Hajek, Petr & Stejskal, Jan, 2021. "Configuration Paths to Efficient National Innovation Ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    10. Xiangyu Guo & Canhui Deng & Dan Wang & Xu Du & Jiali Li & Bowen Wan, 2021. "International Comparison of the Efficiency of Agricultural Science, Technology, and Innovation: A Case Study of G20 Countries," Sustainability, MDPI, vol. 13(5), pages 1-16, March.
    11. Stepan Zemtsov & Maxim Kotsemir, 2019. "An assessment of regional innovation system efficiency in Russia: the application of the DEA approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(2), pages 375-404, August.

  32. Tom Broekel, 2012. "The co-evolution of proximities - a network level study," Papers in Evolutionary Economic Geography (PEEG) 1217, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2012.

    Cited by:

    1. Cathrin Söllner & Dirk Fornahl, 2021. "Unleashing Inventive Power - Solving cognitive, social and geographic distance issues with cultural proximity," Bremen Papers on Economics & Innovation 2103, University of Bremen, Faculty of Business Studies and Economics.
    2. Lopolito, Antonio & Falcone, Pasquale Marcello & Sica, Edgardo, 2022. "The role of proximity in sustainability transitions: A technological niche evolution analysis," Research Policy, Elsevier, vol. 51(3).
    3. Simensen, Erlend Osland & Abbasiharofteh, Milad, 2022. "Sectoral patterns of collaborative tie formation: Investigating geographic, cognitive, and technological dimensions," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 31(5), pages 1223-1258.
    4. Horváth, Márton & Hau-Horváth, Orsolya, 2014. "A földrajzi közelség szerepe az innovációs együttműködésekben - illúzió vagy valós tényező?. Szakirodalmi áttekintés [The role of geographical proximity in efforts to cooperate on innovation - illu," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(12), pages 1419-1446.
    5. Renato Garcia & Veneziano Araújo & Suelene Mascarini & Emerson Gomes Dos Santos & Ariana Ribeiro Costa, 2018. "An Analysis Of The Relation Between Geographical And Cognitive Proximity In University-Industry Linkages," Anais do XLIV Encontro Nacional de Economia [Proceedings of the 44th Brazilian Economics Meeting] 132, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    6. Erlend Osland Simensen & Milad Abbasiharofteh, 2022. "Sectoral patterns of collaborative tie formation: investigating geographic, cognitive, and technological dimensions [Endogenous effects and cluster transition: a conceptual framework for cluster po," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 31(5), pages 1223-1258.
    7. Maria Tsouri, 2022. "Knowledge networks and strong tie creation: the role of relative network position," Journal of Geographical Systems, Springer, vol. 24(1), pages 95-114, January.
    8. Pierre-Alexandre Balland & Ron Boschma & Koen Frenken, 2015. "Proximity and Innovation: From Statics to Dynamics," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 907-920, June.
    9. N. Yu. Zamyatina & A. N. Pilyasov, 2017. "Concept of proximity: Foreign experience and prospects of application in Russia," Regional Research of Russia, Springer, vol. 7(3), pages 197-207, July.
    10. Daniel Gama e Colombo & Renato de Castro Garcia, 2022. "The role of the academic relations of former graduate students in university-firm collaboration," The Journal of Technology Transfer, Springer, vol. 47(5), pages 1524-1548, October.
    11. Tsouri, Maria & Hansen, Teis & Hanson, Jens & Steen, Markus, 2022. "Knowledge recombination for emerging technological innovations: The case of green shipping," Technovation, Elsevier, vol. 114(C).
    12. William Arant & Dirk Fornahl & Nils Grashof & Kolja Hesse & Cathrin Söllner, 2019. "University-industry collaborations—The key to radical innovations? [Universität-Industrie-Kooperationen – Der Schlüssel zu radikalen Innovationen?]," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 39(2), pages 119-141, October.
    13. Abbasiharofteh, Milad, 2020. "Endogenous effects and cluster transition: a conceptual framework for cluster policy," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 28(12), pages 2508-2531.
    14. Abbasiharofteh, Milad & Kinne, Jan & Krüger, Miriam, 2021. "The strength of weak and strong ties in bridging geographic and cognitive distances," ZEW Discussion Papers 21-049, ZEW - Leibniz Centre for European Economic Research.
    15. Ji?í Blažek & David Marek & Viktor Kv?to?, 2016. "The Variety of Related Variety Studies: Opening the Black Box of Technological Relatedness via Analysis of Inter-firm R&D Cooperative Projects," Papers in Evolutionary Economic Geography (PEEG) 1611, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2016.
    16. Rune Dahl Fitjar & Franz Huber & Andrés Rodríguez-Pose, 2016. "Not too close, not too far: testing the Goldilocks principle of ‘optimal’ distance in innovation networks," Papers in Evolutionary Economic Geography (PEEG) 1609, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2016.
    17. Taalbi, Josef, 2020. "Evolution and structure of technological systems - An innovation output network," Research Policy, Elsevier, vol. 49(8).
    18. Milad Abbasiharofteh & Amir Maghssudipour, 2024. "Driving Forces Behind Relational Knowledge Sourcing in Clusters: Single- and Multilevel Approaches," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 15761-15787, December.
    19. Maté-Sánchez-Val, Mariluz & Harris, Richard, 2018. "The paradox of geographical proximity for innovators: A regional study of the Spanish agri-food sector," Land Use Policy, Elsevier, vol. 73(C), pages 458-467.
    20. Tom Broekel & Wladimir Mueller, 2018. "Critical links in knowledge networks – What about proximities and gatekeeper organisations?," Industry and Innovation, Taylor & Francis Journals, vol. 25(10), pages 919-939, November.
    21. Maria Tsouri, 2020. "Knowledge Networks and Strong Tie Creation: the Role of Relative Network Position," Papers in Evolutionary Economic Geography (PEEG) 2039, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2020.
    22. Pier Paolo Angelini, "undated". "The role of inter-organizational proximity on the evolution of the European Aerospace R&D collaboration network," CERIS Working Paper 201402, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
    23. Laura Sabbado & Maud Daniel & Caroline Ruiller & Emmanuelle Fromont & Roselyne Crambert, 2021. "The role of proximity relations in the integration process into the network: an analysis of CEOs’ life narratives," Post-Print hal-03149409, HAL.

  33. Tom Broekel & Ron Boschma, 2011. "The cognitive and geographical composition of ego-networks of firms – and how they impact on their innovation performance," Papers in Evolutionary Economic Geography (PEEG) 1118, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2011.

    Cited by:

    1. Cathrin Söllner & Dirk Fornahl, 2021. "Unleashing Inventive Power - Solving cognitive, social and geographic distance issues with cultural proximity," Bremen Papers on Economics & Innovation 2103, University of Bremen, Faculty of Business Studies and Economics.
    2. Pinar Ozcan, 2018. "Growing with the market: How changing conditions during market growth affect formation and evolution of interfirm ties," Strategic Management Journal, Wiley Blackwell, vol. 39(2), pages 295-328, February.
    3. Horváth, Márton & Hau-Horváth, Orsolya, 2014. "A földrajzi közelség szerepe az innovációs együttműködésekben - illúzió vagy valós tényező?. Szakirodalmi áttekintés [The role of geographical proximity in efforts to cooperate on innovation - illu," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(12), pages 1419-1446.
    4. Rune Dahl Fitjar & Franz Huber & Andrés Rodríguez-Pose, 2016. "Not too close, not too far: testing the Goldilocks principle of ‘optimal’ distance in innovation networks," Papers in Evolutionary Economic Geography (PEEG) 1609, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2016.
    5. Sidonia Proff & Thomas Brenner, 2014. "The dynamics of inter-regional collaboration: an analysis of co-patenting," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(1), pages 41-64, January.
    6. Christoph Roesler & Tom Broekel, 2017. "The role of universities in a network of subsidized R&D collaboration: The case of the biotechnology-industry in Germany," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 37(2), pages 135-160, October.

  34. Tom Broekel & Antje Schimke & Thomas Brenner, 2011. "The effects of cooperative R and D subsidies and subsidized cooperation on employment growth," Working Papers on Innovation and Space 2011-04, Philipps University Marburg, Department of Geography.

    Cited by:

    1. Manuel Guisado-González & Jennifer González-Blanco & José Luís Coca-Pérez & Manuel Guisado-Tato, 2018. "Assessing the relationship between R&D subsidy, R&D cooperation and absorptive capacity: an investigation on the manufacturing Spanish case," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1647-1666, December.

  35. Broekel, Tom & Schimke, Antje & Brenner, Thomas, 2011. "The effects of cooperative R&D subsidies and subsidized cooperation on employment growth," Working Paper Series in Economics 34, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.

    Cited by:

    1. Manuel Guisado-González & Jennifer González-Blanco & José Luís Coca-Pérez & Manuel Guisado-Tato, 2018. "Assessing the relationship between R&D subsidy, R&D cooperation and absorptive capacity: an investigation on the manufacturing Spanish case," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1647-1666, December.

  36. Tom Broekel & Matte Hartog, 2011. "Explaining the structure of inter-organizational networks using exponential random graph models: does proximity matter?," Papers in Evolutionary Economic Geography (PEEG) 1107, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2011.

    Cited by:

    1. Cilem Selin Hazir & Corinne Autant-Bernard, 2012. "Using Affiliation Networks to Study the Determinants of Multilateral Research Cooperation Some empirical evidence from EU Framework Programs in biotechnology," Working Papers halshs-00697556, HAL.
    2. Tom Broekel & Matte Hartog, 2013. "Determinants of cross-regional R and D collaboration networks: an application of exponential random graph models," Working Papers on Innovation and Space 2013-04, Philipps University Marburg, Department of Geography.

  37. Alex Coad & Tom Broekel, 2011. "Firm growth and productivity growth: evidence from a panel VAR," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00670760, HAL.

    Cited by:

    1. Giulio Bottazzi & Giovanni Dosi & Nadia Jacoby & Angelo Secchi & Federico Tamagni, 2010. "Corporate performances and market selection: some comparative evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(6), pages 1953-1996, December.
    2. Alex Coad & Tom Broekel, 2011. "Firm growth and productivity growth: evidence from a panel VAR," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00670760, HAL.
    3. Medina-Durango, Carlos Alberto & Posso Suárez, Christian Manuel & Tamayo, Jorge A. & Monsalve, Emma, 2012. "Dinámica de la demanda laboral en la industria manufacturera colombiana 1993-2009 : una estimación panel VAR," Chapters, in: Arango-Thomas, Luis Eduardo & Hamann-Salcedo, Franz Alonso (ed.), El mercado de trabajo en Colombia : hechos, tendencias e instituciones, chapter 7, pages 289-330, Banco de la Republica de Colombia.
    4. Rabinovich, Joel, 2023. "Tangible and intangible investments and sales growth of US firms," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 200-212.
    5. Balazs Lengyel & Rikard Eriksson, 2015. "Co-worker networks, labour mobility, and productivity growth in regions," CERS-IE WORKING PAPERS 1550, Institute of Economics, Centre for Economic and Regional Studies.
    6. Giovanni Dosi & Emanuele Pugliese & Pietro Santoleri, 2017. "Growth and survival of the `fitter'? Evidence from US new-born firms," LEM Papers Series 2017/06, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    7. Juan Federico & Joan-Lluis Capelleras, 2015. "The heterogeneous dynamics between growth and profits: the case of young firms," Small Business Economics, Springer, vol. 44(2), pages 231-253, February.
    8. Joel Rabinovich, 2022. "The evolving contribution of R&D, advertising and capital expenditures for US-listed firms’ growth in sales, 1979-2018. A quantile regression analysis," Working Papers hal-03539656, HAL.
    9. Thomas Brenner & Marco Capasso & Matthias Duschl & Koen Frenken & Tania Treibich, 2018. "Causal relations between knowledge-intensive business services and regional employment growth," Regional Studies, Taylor & Francis Journals, vol. 52(2), pages 172-183, February.
    10. Tom Broekel & Antje Schimke & Thomas Brenner, 2011. "The effects of cooperative R and D subsidies and subsidized cooperation on employment growth," Working Papers on Innovation and Space 2011-04, Philipps University Marburg, Department of Geography.
    11. MUSTAFA, Murtala Oladimeji Abioye & STELLA, Uwazuluonye Audu, 2023. "The Nexus between Human Capital Investment and Firm Growth of Selected Non-Financial Firms in Nigeria," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 7(8), pages 467-481, August.
    12. Ho-Chang Chae, 2024. "In search of gazelles: machine learning prediction for Korean high-growth firms," Small Business Economics, Springer, vol. 62(1), pages 243-284, January.
    13. Nadine Levratto & Aziza Garsaa & Luc Tessier, 2013. "La Corse est-elle soluble dans le modèle méditerranéen ? Une analyse à partir d’une régression quantile sur données d’entreprises en panel entre 2004 et 2010. Is the Corsican economy a part of the Med," EconomiX Working Papers 2013-20, University of Paris Nanterre, EconomiX.
    14. Abubakr Saeed & Yacine Belghitar & Ephraim Clark, 2017. "Political connections and firm operational efficiencies: evidence from a developing country," Review of Managerial Science, Springer, vol. 11(1), pages 191-224, January.
    15. Rui Yang & Xin An & Yingwen Chen & Xiuli Yang, 2023. "The Knowledge Analysis of Panel Vector Autoregression: A Systematic Review," SAGE Open, , vol. 13(4), pages 21582440231, December.
    16. Jurij Weinblat, 2018. "Forecasting European high-growth Firms - A Random Forest Approach," Journal of Industry, Competition and Trade, Springer, vol. 18(3), pages 253-294, September.
    17. Sven-Olov Daunfeldt & Niklas Elert & Dan Johansson, 2014. "The Economic Contribution of High-Growth Firms: Do Policy Implications Depend on the Choice of Growth Indicator?," Journal of Industry, Competition and Trade, Springer, vol. 14(3), pages 337-365, September.
    18. Márta Bisztray & Francesca de Nicola & Balázs Muraközy, 2023. "High-growth firms’ contribution to aggregate productivity growth," Small Business Economics, Springer, vol. 60(2), pages 771-811, February.
    19. Ann-Kathrin Blankenberg & Guido Buenstorf, 2015. "Regional co-evolution of firm population, innovationand public research? Evidence from the West German laser industry," Papers on Economics and Evolution 2015-02, Philipps University Marburg, Department of Geography.
    20. Lashitew, Addisu A., 2017. "The Uneven Effect of Financial Constraints: Size, Public Ownership, and Firm Investment in Ethiopia," World Development, Elsevier, vol. 97(C), pages 178-198.
    21. Nadine Levratto & Aziza Garsaa & Luc Tessier, 2013. "La Corse est-elle soluble dans le modèle méditerranéen ?," Working Papers hal-00842059, HAL.
    22. Broekel, Tom & Schimke, Antje & Brenner, Thomas, 2011. "The effects of cooperative R&D subsidies and subsidized cooperation on employment growth," Working Paper Series in Economics 34, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
    23. Cristina Guillamón & Enrique Moral-Benito & Sergio Puente, 2017. "High growth firms in employment and productivity: dynamic interactions and the role of financial constraints?," Working Papers 1718, Banco de España.
    24. Coad, Alexander & Bauer, Péter & Domnick, Clemens & Harasztosie, Péter & Pál, Rozália & Teruel, Mercedes, 2023. "Which European firms were hardest hit by COVID-19?," EIB Working Papers 2023/05, European Investment Bank (EIB).
    25. Martin Binder & Alex Coad, 2009. "An Examination of the Dynamics of Happiness Using Vector Autoregressions," Papers on Economics and Evolution 2009-04, Philipps University Marburg, Department of Geography.

  38. Tom Broekel & Holger Graf, 2010. "Structural properties of cooperation networks in Germany: From basic to applied research," Jena Economics Research Papers 2010-078, Friedrich-Schiller-University Jena.

    Cited by:

    1. Fritsch, Michael & Titze, Mirko & Piontek, Matthias, 2020. "Identifying cooperation for innovation―a comparison of data sources," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(6), pages 630-659.
    2. Xiangdong Zhan & Fuji Xie, 2023. "Knowledge Activities of External Knowledge Network and Technological Capability: Evidence from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 1343-1370, June.
    3. Lea F. Stöber & Marius Boesino & Andreas Pyka & Franziska Schuenemann, 2023. "Bioeconomy Innovation Networks in Urban Regions: The Case of Stuttgart," Land, MDPI, vol. 12(4), pages 1-22, April.
    4. Tom Broekel & Holger Graf, 2012. "Public research intensity and the structure of German R&D networks: a comparison of 10 technologies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 21(4), pages 345-372, April.
    5. Bogner, Kristina, 2019. "Knowledge networks in the German bioeconomy: Network structure of publicly funded R&D networks," Hohenheim Discussion Papers in Business, Economics and Social Sciences 03-2019, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    6. Buchmann, Tobias & Hain, Daniel & Kudic, Muhamed & Müller, Matthias, 2014. "Exploring the Evolution of Innovation Networks in Science-driven and Scale-intensive Industries: New Evidence from a Stochastic Actor-based Approach," IWH Discussion Papers 1/2014, Halle Institute for Economic Research (IWH).

  39. Tom Broekel & Ron Boschma, 2010. "Aviation, Space or Aerospace? Exploring the knowledge networks of two industries in den Netherlands," Working Papers on Innovation and Space 2010-05, Philipps University Marburg, Department of Geography.

    Cited by:

    1. Guffarth, Daniel & Barber, Michael J., 2014. "Network evolution, success, and regional development in the European aerospace industry," FZID Discussion Papers 96-2014, University of Hohenheim, Center for Research on Innovation and Services (FZID).
    2. Martin, Roman, 2012. "Measuring the knowledge base of regional innovation systems in Sweden," Papers in Innovation Studies 2012/3, Lund University, CIRCLE - Centre for Innovation Research.
    3. James Simmie, 2020. "Agency, new technological path creation and long waves of local economic growth in Oxfordshire," Local Economy, London South Bank University, vol. 35(8), pages 723-746, December.
    4. Mina Baliamoune-Lutz & Sharon C. Cobb, 2016. "Evolutionary Economic Geography for OFCs: Do Political Ties to the Onshore Reduce Capital Inflow Volatility?," Growth and Change, Wiley Blackwell, vol. 47(4), pages 535-555, December.
    5. Tom Broekel & Holger Graf, 2010. "Structural properties of cooperation networks in Germany: From basic to applied research," Jena Economics Research Papers 2010-078, Friedrich-Schiller-University Jena.

  40. Tom Broekel, 2010. "Do cooperative R&D subsidies stimulate regional innovation efficiency? Evidence from Germany," Papers in Evolutionary Economic Geography (PEEG) 1017, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2010.

    Cited by:

    1. Cilem Selin Hazir, 2011. "Conceptualizing the Role of Geographical Proximity in Project Based R&D Networks: A Literature Survey," ERSA conference papers ersa11p1616, European Regional Science Association.

  41. Dirk Fornahl & Tom Broekel & Ron Boschma, 2010. "What drives patent performance of German biotech firms? The impact of R&D subsidies, knowledge networks and their location," Papers in Evolutionary Economic Geography (PEEG) 1009, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2010.

    Cited by:

    1. Tom Broekel & Dirk Fornahl & Andrea Morrison, 2015. "Another cluster premium: Innovation subsidies and R&D collaboration networks," Papers in Evolutionary Economic Geography (PEEG) 1514, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2015.
    2. Cassi, Lorenzo & Plunket, Anne, 2013. "Proximity, network formation and inventive performance: in search of the proximity paradox," MPRA Paper 47388, University Library of Munich, Germany.
    3. Burhan Can Karahasan, 2023. "Spatial distribution of new firms and firm‐level innovation: Evidence from Turkey," Regional Science Policy & Practice, Wiley Blackwell, vol. 15(9), pages 2156-2181, December.
    4. Florian Umlauf, 2014. "Network Determinants of a Collaborative Funding System: The Case of the German Innovation Policy," Papers on Economics and Evolution 2014-03, Philipps University Marburg, Department of Geography.
    5. Iris Wanzenböck & Philipp Piribauer, 2018. "R&D networks and regional knowledge production in Europe: Evidence from a space‐time model," Papers in Regional Science, Wiley Blackwell, vol. 97(S1), pages 1-24, March.
    6. Dirk Engel & Timo Mitze & Roberto Patuelli & Janina Reinkowski, 2011. "Does Cluster Policy Trigger R&D Activity? Evidence from German Biotech Contests," Working Paper series 15_11, Rimini Centre for Economic Analysis, revised Jan 2012.
    7. Sándor Juhasz & Tom Broekel & Ron Boschma, 2020. "Explaining the dynamics of relatedness: the role of co-location and complexity," Papers in Evolutionary Economic Geography (PEEG) 2032, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2020.
    8. Bilicz, Dávid, 2021. "A hálózatok és a kapcsolatok szerepe az innovációban és a tudás áramlásában. Szisztematikus szakirodalmi áttekintés [The role of networks and partnerships in innovation and knowledge flow - a syste," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(6), pages 674-698.
    9. Uwe Cantner & Holger Graf & Johannes Herrmann & Martin Kalthaus, 2014. "Inventor Networks in Renewable Energies: The Influence of the Policy Mix in Germany," Jena Economics Research Papers 2014-034, Friedrich-Schiller-University Jena, revised 28 Jan 2016.
    10. Pippel, Gunnar, 2012. "The Impact of R&D Collaboration Networks on the Performance of Firms and Regions: A Meta-Analysis of the Evidence," IWH Discussion Papers 14/2012, Halle Institute for Economic Research (IWH).
    11. Brökel, Tom & Mewes, Lars, 2020. "Der Beitrag von Hochschulen zur Einbindung von Regionen in politisch induzierte Wissensnetzwerke," Forschungsberichte der ARL: Aufsätze, in: Postlep, Rolf-Dieter & Blume, Lorenz & Hülz, Martina (ed.), Hochschulen und ihr Beitrag für eine nachhaltige Regionalentwicklung, volume 11, pages 233-259, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.
    12. Timo Mitze & Falk Strotebeck, 2012. "What Drives Regional Cooperative Behavior in German Biotechnology? Embedding Social Network Analysis in a Regression Framework," ERSA conference papers ersa12p629, European Regional Science Association.
    13. Tom Broekel & Matthias Brachert & Matthias Duschl & Thomas Brenner, 2015. "Joint R and D subsidies, related variety, and regional innovation," Working Papers on Innovation and Space 2015-01, Philipps University Marburg, Department of Geography.
    14. Llopis, Oscar & D'Este, Pablo & Díaz-Faes, Adrián A., 2021. "Connecting others: Does a tertius iungens orientation shape the relationship between research networks and innovation?," Research Policy, Elsevier, vol. 50(4).
    15. Marcel Bednarz & Tom Broekel, 2019. "The relationship of policy induced R&D networks and inter-regional knowledge diffusion," Papers in Evolutionary Economic Geography (PEEG) 1908, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2019.
    16. E. Marrocu & S. Usai & R. Paci, 2013. "Networks, proximities and inter-firm knowledge exchanges," Working Paper CRENoS 201311, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    17. İbrahim Semih & Umut Yılmaz & Erkan Erdil & Müge Özman, 2023. "What drives network evolution? Comparing R&D project and patent networks in the EU," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 32(5), pages 1109-1134.
    18. Lars Mewes & Tom Broekel, 2020. "Subsidized to change? The impact of R&D policy on regional technological diversification," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(1), pages 221-252, August.
    19. Manuel Guisado-González & Jennifer González-Blanco & José Luís Coca-Pérez & Manuel Guisado-Tato, 2018. "Assessing the relationship between R&D subsidy, R&D cooperation and absorptive capacity: an investigation on the manufacturing Spanish case," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1647-1666, December.
    20. Tom Broekel & Lars Mewes, 2017. "Analyzing the impact of R&D policy on regional diversification," Papers in Evolutionary Economic Geography (PEEG) 1726, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    21. Broekel, Tom & Boschma, Ron, 2017. "The cognitive and geographical structure of knowledge links and how they influence firms’ innovation performance," MPRA Paper 76805, University Library of Munich, Germany.
    22. Zafer Sonmez, 2017. "Inventor mobility and the geography of knowledge flows: evidence from the US biopharmaceutical industry," Science and Public Policy, Oxford University Press, vol. 44(5), pages 670-682.
    23. Broekel, Tom & Brachert, Matthias & Duschl, Matthias & Brenner, Thomas, 2015. "Joint R&D subsidies, related variety, and regional innovation," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112808, Verein für Socialpolitik / German Economic Association.
    24. Rodríguez-Pose, Andrés & Fitjar, Rune Dahl, 2015. "Networking, context and firm-level innovation: Cooperation through the regional filter in Norway," CEPR Discussion Papers 10624, C.E.P.R. Discussion Papers.
    25. Francesco Capone & Luciana Lazzeretti & Niccolò Innocenti, 2021. "Innovation and diversity: the role of knowledge networks in the inventive capacity of cities," Small Business Economics, Springer, vol. 56(2), pages 773-788, February.
    26. Mitze, Timo & Strotebeck, Falk, 2019. "Determining factors of interregional research collaboration in Germany's biotech network: Capacity, proximity, policy?," Technovation, Elsevier, vol. 80, pages 40-53.
    27. De Rassenfosse, Gaétan & Wastyn, Annelies, 2012. "Selection bias in innovation studies: A simple test," ZEW Discussion Papers 12-012, ZEW - Leibniz Centre for European Economic Research.
    28. Janina Reinkowski, 2014. "Empirical Essays in the Economics of Ageing and the Economics of Innovation," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 53, April.
    29. Yang, Bofei & Zhu, Shengjun, 2022. "Public funds in high-tech industries: A blessing or a curse," Socio-Economic Planning Sciences, Elsevier, vol. 83(C).
    30. William Arant & Dirk Fornahl & Nils Grashof & Kolja Hesse & Cathrin Söllner, 2019. "University-industry collaborations—The key to radical innovations? [Universität-Industrie-Kooperationen – Der Schlüssel zu radikalen Innovationen?]," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 39(2), pages 119-141, October.
    31. Zafer Sonmez, 2018. "Interregional inventor collaboration and the commercial value of patented inventions: evidence from the US biotechnology industry," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(2), pages 399-438, September.
    32. Tom Broekel & Antje Schimke & Thomas Brenner, 2011. "The effects of cooperative R and D subsidies and subsidized cooperation on employment growth," Working Papers on Innovation and Space 2011-04, Philipps University Marburg, Department of Geography.
    33. Ziesemer, Thomas, 2019. "The effects of R&D subsidies and publicly performed R&D on business R&D: A survey," MERIT Working Papers 2019-036, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    34. Oleg Sidorkin & Martin Srholec, 2022. "Do Direct Subsidies Stimulate New R&D Outputs in Firms? Evidence from the Czech Republic," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 2203-2229, September.
    35. Pinto, Hugo & Cruz, Ana Rita & Combe, Colin, 2015. "Cooperation and the emergence of maritime clusters in the Atlantic: Analysis and implications of innovation and human capital for blue growth," Marine Policy, Elsevier, vol. 57(C), pages 167-177.
    36. Ji?í Blažek & David Marek & Viktor Kv?to?, 2016. "The Variety of Related Variety Studies: Opening the Black Box of Technological Relatedness via Analysis of Inter-firm R&D Cooperative Projects," Papers in Evolutionary Economic Geography (PEEG) 1611, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2016.
    37. Giacomo Damioli & Björn Jindra & Annette Kristiansen, 2024. "International inventor teams and technological variety in multinational enterprises," The Journal of Technology Transfer, Springer, vol. 49(5), pages 1660-1695, October.
    38. Uwe Kehrel & Kai Klischan & Nathalie Sick, 2016. "Why Research Partnerships Fail in the Biotechnology Sector — An Empirical Analysis of Strategic Partnerships," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 13(01), pages 1-23, February.
    39. Sumin Hu & Shulin Liu & Die Li & Yuxuan Lin, 2019. "How Does Regional Innovation Capacity Affect the Green Growth Performance? Empirical Evidence from China," Sustainability, MDPI, vol. 11(18), pages 1-21, September.
    40. Uwe Cantner & Holger Graf & Stefan Töpfer, 2015. "Structural dynamics of innovation networks in German Leading-Edge Clusters," Jena Economics Research Papers 2015-026, Friedrich-Schiller-University Jena.
    41. Annekatrin Niebuhr & Jan Cornelius Peters & Alex Schmidke, 2020. "Spatial sorting of innovative firms and heterogeneous effects of agglomeration on innovation in Germany," The Journal of Technology Transfer, Springer, vol. 45(5), pages 1343-1375, October.
    42. Tom Broekel, 2015. "The Co-evolution of Proximities - A Network Level Study," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 921-935, June.
    43. Anna‐Maria Kindt & Matthias Geissler & Kilian Bühling, 2022. "Be my (little) partner?!—Universities' role in regional innovation systems when large firms are rare," Journal of Regional Science, Wiley Blackwell, vol. 62(5), pages 1274-1295, November.
    44. Holger Graf & Tom Broekel, 2019. "A shot in the dark? Policy influence on cluster networks," Papers in Evolutionary Economic Geography (PEEG) 1927, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2019.
    45. Kudic, Muhamed & Pyka, Andreas & Sunder, Marco, 2013. "Network Formation: R&D Cooperation Propensity and Timing Among German Laser Source Manufacturers," IWH Discussion Papers 9/2013, Halle Institute for Economic Research (IWH).
    46. Kiman Kim & Sang Ok Choi & Sooyeon Lee, 2021. "The Effect of a Financial Support on Firm Innovation Collaboration and Output: Does Policy Work on the Diverse Nature of Firm Innovation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 645-675, June.
    47. Chen Weijun, 2022. "The Impact of Government Support and Technological Innovation on Enterprise Performance: A Case Study of Guangdong Hi- tech Enterprises," International Journal of Science and Business, IJSAB International, vol. 14(1), pages 196-231.
    48. Milad Abbasiharofteh & Amir Maghssudipour, 2024. "Driving Forces Behind Relational Knowledge Sourcing in Clusters: Single- and Multilevel Approaches," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 15761-15787, December.
    49. Kolja Hesse, 2020. "Related to whom? The impact of organisational and regional capabilities on radical breakthroughs," Bremen Papers on Economics & Innovation 2005, University of Bremen, Faculty of Business Studies and Economics.
    50. Mitze, Timo & Strotebeck, Falk, 2017. "Modeling interregional research collaborations in German biotechnology using industry directory data: A quantitative social network analysis," MPRA Paper 83392, University Library of Munich, Germany.
    51. Muhamed Kudic & Wilfried Ehrenfeld & Toralf Pusch, 2015. "On the trail of core–periphery patterns in innovation networks: measurements and new empirical findings from the German laser industry," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 55(1), pages 187-220, October.
    52. Kwangsoo Shin & Sang Ji Kim & Gunno Park, 2016. "How does the partner type in R&D alliances impact technological innovation performance? A study on the Korean biotechnology industry," Asia Pacific Journal of Management, Springer, vol. 33(1), pages 141-164, March.
    53. Nils Grashof, 2020. "Spill over or Spill out? - A multilevel analysis of the cluster and firm performance relationship," Papers in Evolutionary Economic Geography (PEEG) 2013, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2020.
    54. Stefano Basilico & Uwe Cantner & Holger Graf, 2021. "Policy Influence in the Knowledge Space: a Regional Application," Jena Economics Research Papers 2021-011, Friedrich-Schiller-University Jena.
    55. Hesse, Kolja, 2020. "Unlocking the radical potential of German innovators How can R&D policy foster radical innovation?," Papers in Innovation Studies 2020/5, Lund University, CIRCLE - Centre for Innovation Research.
    56. Hugo Ernesto Martínez Ardila & Julián Eduardo Mora Moreno & Jaime Alberto Camacho Pico, 2020. "Networks of collaborative alliances: the second order interfirm technological distance and innovation performance," The Journal of Technology Transfer, Springer, vol. 45(4), pages 1255-1282, August.
    57. Hyeon Chang Kim & Woojin Yoon, 2019. "Study On Types Of Technology Cooperation Partner And Innovation Performance: Focusing On Incremental And Radical Innovation," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(01), pages 1-25, January.
    58. Bogner, Kristina, 2015. "The effect of project funding on innovative performance: An agent-based simulation model," Hohenheim Discussion Papers in Business, Economics and Social Sciences 10-2015, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    59. Kudic, Muhamed & Pyka, Andreas & Günther, Jutta, 2012. "Determinants of Evolutionary Change Processes in Innovation Networks – Empirical Evidence from the German Laser Industry," IWH Discussion Papers 7/2012, Halle Institute for Economic Research (IWH).
    60. Buchmann, Tobias & Hain, Daniel & Kudic, Muhamed & Müller, Matthias, 2014. "Exploring the Evolution of Innovation Networks in Science-driven and Scale-intensive Industries: New Evidence from a Stochastic Actor-based Approach," IWH Discussion Papers 1/2014, Halle Institute for Economic Research (IWH).
    61. Apa, Roberta & De Noni, Ivan & Orsi, Luigi & Sedita, Silvia Rita, 2018. "Knowledge space oddity: How to increase the intensity and relevance of the technological progress of European regions," Research Policy, Elsevier, vol. 47(9), pages 1700-1712.
    62. Teodora Diana Corsatea, 2016. "Localised knowledge, local policies and regional innovation activity for renewable energy technologies: Evidence from Italy," Papers in Regional Science, Wiley Blackwell, vol. 95(3), pages 443-466, August.
    63. Viktor Květoň & Josef Novotný & Jiří Blažek & David Marek, 2022. "The role of geographic and cognitive proximity in knowledge networks: The case of joint R&D projects," Papers in Regional Science, Wiley Blackwell, vol. 101(2), pages 351-372, April.
    64. Brüggemann Julia & Proeger Till, 2017. "The Effectiveness of Public Subsidies for Private Innovations. An Experimental Approach," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 17(4), pages 1-21, October.
    65. Tom Broekel & Wladimir Mueller, 2018. "Critical links in knowledge networks – What about proximities and gatekeeper organisations?," Industry and Innovation, Taylor & Francis Journals, vol. 25(10), pages 919-939, November.
    66. Aberkane Mohammed Saad & Farhane Youness, 2024. "Innovating the Moroccan Social and Solidarity Economy: Sustainable Solutions for the Craft Sector," Sustainability, MDPI, vol. 16(17), pages 1-32, August.
    67. Broekel, Tom & Schimke, Antje & Brenner, Thomas, 2011. "The effects of cooperative R&D subsidies and subsidized cooperation on employment growth," Working Paper Series in Economics 34, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
    68. Brüggemann, Julia & Proeger, Till, 2017. "The effectiveness of public subsidies for private innovations: An experimental approach," University of Göttingen Working Papers in Economics 266, University of Goettingen, Department of Economics, revised 2017.
    69. Kudic, Muhamed & Ehrenfeld, Wilfried & Pusch, Toralf, 2015. "Isolation and Innovation – Two Contradictory Concepts? Explorative Findings from the German Laser Industry," IWH Discussion Papers 1/2015, Halle Institute for Economic Research (IWH).
    70. Christoph Roesler & Tom Broekel, 2017. "The role of universities in a network of subsidized R&D collaboration: The case of the biotechnology-industry in Germany," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 37(2), pages 135-160, October.
    71. Mariia Shkolnykova & Muhamed Kudic, 2022. "Who benefits from SMEs’ radical innovations?—empirical evidence from German biotechnology," Small Business Economics, Springer, vol. 58(2), pages 1157-1185, February.
    72. Hassine, Haithem Ben & Mathieu, Claude, 2020. "R&D crowding out or R&D leverage effects: An evaluation of the french cluster-oriented technology policy," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    73. Grashof, Nils, 2020. "Putting the watering can away Towards a targeted (problem-oriented) cluster policy framework," Papers in Innovation Studies 2020/4, Lund University, CIRCLE - Centre for Innovation Research.
    74. David Audretsch & Dirk Fornahl & Torben Klarl, 2022. "Radical innovation and its regional impact—a roadmap for future research," Small Business Economics, Springer, vol. 58(2), pages 1153-1156, February.
    75. Grashof, Nils, 2021. "Putting the watering can away –Towards a targeted (problem-oriented) cluster policy framework," Research Policy, Elsevier, vol. 50(9).

  42. Tom Broekel & Matthias Buerger & Thomas Brenner, 2010. "An investigation of the relation between cooperation and the innovative success of German regions," Papers in Evolutionary Economic Geography (PEEG) 1011, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2010.

    Cited by:

    1. Matthias Bürger, 2011. "Dynamics of Collaborative Invention Tracking Growth of Cooperative and Total Patents in the Region," Jena Economics Research Papers 2011-045, Friedrich-Schiller-University Jena.
    2. Stoetzer, Matthias-Wolfgang & Pfeil, Silko & Kaps, Katharina & Sauer, Thomas, 2011. "Regional dispersion of cooperation activities as success factor of innovation oriented SME," Jena Contributions to Economic Research 2011,4, Ernst-Abbe-Hochschule Jena – University of Applied Sciences, Department of Business Administration.
    3. Tamás Sebestyén & Attila Varga, 2012. "Research Productivity and the Quality of Interregional Knowledge Networks," UPFBE Working Paper Series 2012/2, Faculty of Business and Economics, University Pécs.
    4. Tom Broekel & Antje Schimke & Thomas Brenner, 2011. "The effects of cooperative R and D subsidies and subsidized cooperation on employment growth," Working Papers on Innovation and Space 2011-04, Philipps University Marburg, Department of Geography.
    5. Tom Broekel, 2015. "Do Cooperative Research and Development (R&D) Subsidies Stimulate Regional Innovation Efficiency? Evidence from Germany," Regional Studies, Taylor & Francis Journals, vol. 49(7), pages 1087-1110, July.
    6. Broekel, Tom & Schimke, Antje & Brenner, Thomas, 2011. "The effects of cooperative R&D subsidies and subsidized cooperation on employment growth," Working Paper Series in Economics 34, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
    7. Tom Broekel & Ron Boschma, 2009. "Knowledge networks in the Dutch aviation industry: the proximity paradox," Papers in Evolutionary Economic Geography (PEEG) 0915, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2009.

  43. Martin Binder & Tom Broekel, 2010. "The Neglected Dimension of Well-Being: Analyzing the Development of "Conversion Efficiency" in Great Britain," Jena Economics Research Papers 2010-067, Friedrich-Schiller-University Jena.

    Cited by:

    1. Nikolova Milena & Popova Olga, 2021. "Sometimes Your Best Just Ain’t Good Enough: The Worldwide Evidence on Subjective Well-being Efficiency," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 21(1), pages 83-114, January.
    2. Henderson, Heath & Follett, Lendie, 2022. "Targeting social safety net programs on human capabilities," World Development, Elsevier, vol. 151(C).
    3. Guarini, Giulio & Laureti, Tiziana & Garofalo, Giuseppe, 2020. "Socio-institutional determinants of educational resource efficiency according to the capability approach: An endogenous stochastic frontier analysis," Socio-Economic Planning Sciences, Elsevier, vol. 71(C).
    4. Yuxiang Xie & E. Xie, 2021. "Comparing Income Poverty with Multidimensional Well-being Based on the "Conversion Efficiency"," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 154(1), pages 61-77, February.
    5. Martin Binder & Tom Broekel, 2012. "Happiness No Matter the Cost? An Examination on How Efficiently Individuals Reach Their Happiness Levels," Journal of Happiness Studies, Springer, vol. 13(4), pages 621-645, August.
    6. Nikolova, Milena & Popova, Olga, 2017. "Sometimes Your Best Just Ain't Good Enough: The Worldwide Evidence on Well-Being Efficiency," IZA Discussion Papers 10774, Institute of Labor Economics (IZA).

  44. Thomas Brenner & Tom Broekel, 2009. "Methodological Issues in Measuring Innovation Performance of Spatial Units," Papers in Evolutionary Economic Geography (PEEG) 0904, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2009.

    Cited by:

    1. Crescenzi, Riccardo & Jaax, Alexander, 2017. "Innovation in Russia: the territorial dimension," LSE Research Online Documents on Economics 66948, London School of Economics and Political Science, LSE Library.
    2. Thomas Brenner & Charlotte Schlump, 2011. "Policy Measures and their Effects in the Different Phases of the Cluster Life Cycle," Regional Studies, Taylor & Francis Journals, vol. 45(10), pages 1363-1386, November.
    3. Stepan Zemtsov & Alexander Muradov & Imogen Wade & Vera Barinova, 2016. "Determinants of Regional Innovation in Russia: Are People or Capital More Important?," Foresight-Russia Форсайт, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 10(2 (eng)), pages 29-42.
    4. Matthias Duschl & Thomas Brenner, 2013. "Growth dynamics in regional systems of technological activities – A SVAR approach," Working Papers on Innovation and Space 2013-12, Philipps University Marburg, Department of Geography.
    5. Thomas Brenner & Matthias Duschl, 2015. "Causal dynamic effects in regional systems of technological activities: a SVAR approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 55(1), pages 103-130, October.
    6. Julia Hoffmann & Stefan Hirsch & Johannes Simons, 2017. "Identification of spatial agglomerations in the German food processing industry," Papers in Regional Science, Wiley Blackwell, vol. 96(1), pages 139-162, March.
    7. Tom Broekel & Nicky Rogge & Thomas Brenner, 2013. "The innovation efficiency of German regions - a shared-input DEA approach," Working Papers on Innovation and Space 2013-08, Philipps University Marburg, Department of Geography.
    8. Godlewska Malgorzata & Mackiewicz Marta, 2023. "Local context of local government participation in the innovation networks: Evidence from Poland," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 59(3), pages 243-263, September.
    9. Jacqueline Tsz Yin Lo & Calvin Kam, 2021. "Innovation Performance Indicators for Architecture, Engineering and Construction Organization," Sustainability, MDPI, vol. 13(16), pages 1-25, August.
    10. Fanbo Li & Hongfeng Zhang & Di Zhang & Haoqun Yan, 2023. "Structural Diffusion Model and Urban Green Innovation Efficiency—A Hybrid Study Based on DEA-SBM, NCA, and fsQCA," Sustainability, MDPI, vol. 15(17), pages 1-29, August.
    11. Tom Broekel & Louis Knupling & Lars Mewes, 2023. "Boosting, Sorting, and Complexity. Urban Scaling of Innovation Around the World," Papers in Evolutionary Economic Geography (PEEG) 2308, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2023.
    12. Ana Paula Faria & Natália Barbosa & Vasco Eiriz, 2013. "Firms’ innovation across regions: an exploratory study," NIPE Working Papers 12/2013, NIPE - Universidade do Minho.
    13. Chen Kaihua & Kou Mingting, 2014. "Staged efficiency and its determinants of regional innovation systems: a two-step analytical procedure," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(2), pages 627-657, March.
    14. Stepan Zemtsov, 2014. "Assessment of innovation potential for Russian regions," ERSA conference papers ersa14p138, European Regional Science Association.
    15. Ana Paula Faria & Natália Barbosa & Vasco Eiriz, 2015. "Firm Innovation and Co-Location in Portugal," Growth and Change, Wiley Blackwell, vol. 46(4), pages 574-592, December.
    16. Wang, Chao-Hung, 2014. "How relational capital mediates the effect of corporate reputation on competitive advantage: Evidence from Taiwan high-tech industry," Technological Forecasting and Social Change, Elsevier, vol. 82(C), pages 167-176.
    17. V.Yu. Chernova & Z.G. Golodova & E.A. Degtereva & A.M. Zobov & V.S. Starostin, 2018. "Transregional Coordination of Modernization Processes in Implementation of Import-substituting Policy in Russia," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 887-898.
    18. Baburin V. L. & Zemtsov S. P., 2016. "Factors of Patent Activity in Russian Regions," World of economics and management / Vestnik NSU. Series: Social and Economics Sciences, Socionet, vol. 16(1), pages 86-100.
    19. Laurent R. Bergé, 2017. "Network proximity in the geography of research collaboration," Papers in Regional Science, Wiley Blackwell, vol. 96(4), pages 785-815, November.
    20. Kyriakos Drivas & Claire Economidou & Efthymios G. Tsionas, 2018. "Production of output and ideas: efficiency and growth patterns in the United States," Regional Studies, Taylor & Francis Journals, vol. 52(1), pages 105-118, January.
    21. Ozgun, Burcu & Broekel, Tom, 2021. "The geography of innovation and technology news - An empirical study of the German news media," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    22. Thomas Brenner & Charlotte Schlump, 2013. "Universities, Public Research and Regional Innovation Output: An Empirical Study of 19 Technologies in Germany," Working Papers on Innovation and Space 2013-03, Philipps University Marburg, Department of Geography.
    23. Daria Serogina & Hanna Bazetska, 2018. "Conceptual Model of Differentiated Social and Economic Policy of Smart Specialization of Regions," International Journal of Economics and Financial Issues, Econjournals, vol. 8(4), pages 185-198.
    24. Edquist , Charles & Zabala-Iturriagagoitia , Jon Mikel, 2015. "The Innovation Union Scoreboard is flawed: The Case of Sweden – not the innovation leader of the EU – updated version," Papers in Innovation Studies 2015/27, Lund University, CIRCLE - Centre for Innovation Research.
    25. Matthias Buerger & Tom Broekel & Alex Coad, 2012. "Regional Dynamics of Innovation: Investigating the Co-evolution of Patents, Research and Development (R&D), and Employment," Regional Studies, Taylor & Francis Journals, vol. 46(5), pages 565-582, August.
    26. Petr Hajek & Roberto Henriques, 2017. "Modelling innovation performance of European regions using multi-output neural networks," PLOS ONE, Public Library of Science, vol. 12(10), pages 1-21, October.
    27. Stepan Zemtsov & Maxim Kotsemir, 2019. "An assessment of regional innovation system efficiency in Russia: the application of the DEA approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(2), pages 375-404, August.
    28. Kaihua Chen & Jiancheng Guan, 2012. "Measuring the Efficiency of China's Regional Innovation Systems: Application of Network Data Envelopment Analysis (DEA)," Regional Studies, Taylor & Francis Journals, vol. 46(3), pages 355-377, April.
    29. Kudic, Muhamed & Guhr, Katja, 2013. "Cooperation Events, Ego-Network Characteristics and Firm Innovativeness – Empirical Evidence from the German Laser Industry," IWH Discussion Papers 6/2013, Halle Institute for Economic Research (IWH).
    30. Thomas Brenner & Charlotte Schlump, 2010. "University Education, Public Research and Employment Growth in Regions – An Empirical Study of Germany," Working Papers on Innovation and Space 2010-02, Philipps University Marburg, Department of Geography.
    31. Concepción Rubio‐Picón & Francisco Velasco‐Morente & Encarnación Ramos‐Hidalgo & María A. Agustí, 2023. "The effect of innovation efficiency management on performance: Differences according to organizational size," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(1), pages 336-358, January.
    32. Barbero, Javier & Zabala-Iturriagagoitia, Jon Mikel & Zofío, José L., 2021. "Is more always better? On the relevance of decreasing returns to scale on innovation," Technovation, Elsevier, vol. 107(C).
    33. A. A. Pankratov & E. A. Kuvshinova & L. S. Galstyan, 2021. "Quantitative Assessment of the Socioeconomic Potential of Advanced Development Territories of Regions of the Far Eastern Federal District," Studies on Russian Economic Development, Springer, vol. 32(4), pages 407-414, July.

  45. Tom Broekel & Thomas Brenner, 2009. "Regional Factors and Innovativeness - An Empirical Analysis of Four German Industries," Papers in Evolutionary Economic Geography (PEEG) 0917, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2009.

    Cited by:

    1. Breul Moritz & Broekel Tom & Brachert Matthias, 2015. "Die Treiber der räumlichen Emergenz und Konzentration der Photovoltaik- Industrie in Deutschland," ZFW – Advances in Economic Geography, De Gruyter, vol. 59(3), pages 133-150, December.
    2. Alexandra Rese & Anke Kutschke & Daniel Baier, 2016. "Analyzing The Relative Influence Of Supply Side, Demand Side And Regulatory Factors On The Success Of Collaborative Energy Innovation Projects," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 20(02), pages 1-43, February.
    3. Grace Orinda & Dr. Patrick Limo & Joel Chepkwony, 2020. "Organizational Learning and employee performance. An Indirect Effect Model of Employee Loyalty," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 4(9), pages 75-84, September.
    4. Lilian Santos & Aurora A.C. Teixeira, 2013. "Determinants of innovation performance of Portuguese companies: an econometric analysis by type of innovation and sector with a particular focus on Services," FEP Working Papers 494, Universidade do Porto, Faculdade de Economia do Porto.
    5. Matthias Bürger, 2011. "Dynamics of Collaborative Invention Tracking Growth of Cooperative and Total Patents in the Region," Jena Economics Research Papers 2011-045, Friedrich-Schiller-University Jena.
    6. Jahn, Vera & Berlemann, Michael, 2014. "Governance, Firm Size and Innovative Capacity: Regional Empirical Evidence for Germany," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100412, Verein für Socialpolitik / German Economic Association.
    7. Thomas Brenner, 2014. "Science, Innovation and National Growth," Working Papers on Innovation and Space 2014-03, Philipps University Marburg, Department of Geography.
    8. Mewes Lars & Broekel Tom, 2017. "Unrelated und Related Variety im Kontext öffentlicher F&E: empirische Evidenz aus deutschen Arbeitsmarktregionen," ZFW – Advances in Economic Geography, De Gruyter, vol. 61(1), pages 23-37, May.
    9. Marcel Bednarz & Tom Broekel, 2019. "The relationship of policy induced R&D networks and inter-regional knowledge diffusion," Papers in Evolutionary Economic Geography (PEEG) 1908, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2019.
    10. Stoetzer, Matthias-Wolfgang & Pfeil, Silko & Kaps, Katharina & Sauer, Thomas, 2011. "Regional dispersion of cooperation activities as success factor of innovation oriented SME," Jena Contributions to Economic Research 2011,4, Ernst-Abbe-Hochschule Jena – University of Applied Sciences, Department of Business Administration.
    11. Michael Berlemann & Vera Jahn, 2016. "Regional Importance of Mittelstand Firms and Innovation Performance," Regional Studies, Taylor & Francis Journals, vol. 50(11), pages 1819-1833, November.
    12. Iris Wanzenböck & Thomas Scherngell & Thomas Brenner, 2013. "What determines the position of regions in European knowledge networks? A comparative perspective on R&D collaboration, co-patent and co-publication networks," ERSA conference papers ersa13p332, European Regional Science Association.
    13. Mitze, Timo & Strotebeck, Falk, 2019. "Determining factors of interregional research collaboration in Germany's biotech network: Capacity, proximity, policy?," Technovation, Elsevier, vol. 80, pages 40-53.
    14. Jens Horbach, 2014. "Do eco-innovations need specific regional characteristics? An econometric analysis for Germany," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 34(1), pages 23-38, February.
    15. Raminta Pučėtaitė & Aurelija Novelskaitė & Anna-Maija Lämsä & Elina Riivari, 2016. "The Relationship Between Ethical Organisational Culture and Organisational Innovativeness: Comparison of Findings from Finland and Lithuania," Journal of Business Ethics, Springer, vol. 139(4), pages 685-700, December.
    16. Raminta Pučėtaitė & Aurelija Novelskaitė, 2014. "The Effect Of Leader-Member Exchange On Organizational Innovativeness: Findings From A Lithuanian Public Sector Organization," Economy & Business Journal, International Scientific Publications, Bulgaria, vol. 8(1), pages 159-171.
    17. Iris Wanzenböck & Thomas Scherngell & Thomas Brenner, 2013. "Embeddedness of regions in European knowledge networks. A comparative analysis of inter-regional R and D collaborations, co-patents and co-publications," Working Papers on Innovation and Space 2013-07, Philipps University Marburg, Department of Geography.
    18. DAUTEL Vincent & WALTHER Olivier, 2011. "The geography of innovation in the Luxembourg metropolitan region: an intra-regional approach," LISER Working Paper Series 2011-38, Luxembourg Institute of Socio-Economic Research (LISER).
    19. Iris Wanzenböck & Thomas Scherngell & Thomas Brenner, 2014. "Embeddedness of regions in European knowledge networks: a comparative analysis of inter-regional R&D collaborations, co-patents and co-publications," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 337-368, September.
    20. Serfraz, Ayesha, 2017. "What is the effect of foreign direct investment inflows on economic growth in Pakistan? An empirical analysis in the light of religious sectarianism as catalyst for terrorism," ZÖSS-Discussion Papers 59, University of Hamburg, Centre for Economic and Sociological Studies (CESS/ZÖSS).
    21. Benz Lena & Block Jörn H. & Johann Matthias S., 2024. "Hidden champions as a determinant of regional development: An analysis of german districts," ZFW – Advances in Economic Geography, De Gruyter, vol. 68(1), pages 9-39.
    22. Yousif Elsamani & Cristian Mejia & Yuya Kajikawa, 2023. "Employee well-being and innovativeness: A multi-level conceptual framework based on citation network analysis and data mining techniques," PLOS ONE, Public Library of Science, vol. 18(1), pages 1-38, January.
    23. Ozgun, Burcu & Broekel, Tom, 2021. "The geography of innovation and technology news - An empirical study of the German news media," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    24. Mitze, Timo & Strotebeck, Falk, 2017. "Modeling interregional research collaborations in German biotechnology using industry directory data: A quantitative social network analysis," MPRA Paper 83392, University Library of Munich, Germany.
    25. Daniel Nepelski & Giuditta de Prato, 2014. "Identifying European Poles of Excellence: The Methodology," JRC Research Reports JRC85356, Joint Research Centre.
    26. Suelene Mascarini & Renato Garcia & Emerson Gomes dos Santos & Ariana Ribeiro Costa & Veneziano Araujo, 2023. "Regional heterogeneity and the effects of the related and unrelated varieties on innovation," Regional Science Policy & Practice, Wiley Blackwell, vol. 15(9), pages 2026-2045, December.
    27. Judyta Lubacha, 2024. "The Role of Regional Intangible Assets for the Innovation Activity of Enterprises: The case of Polish Regions," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 3635-3659, March.
    28. Dominik Sikorski & Paweł Brezdeń, 2021. "Contemporary Processes of Concentration and Specialization of Industrial Activity in Post-Socialist States as Illustrated by the Case of Wrocław and Its Suburbs (Poland)," Land, MDPI, vol. 10(11), pages 1-21, October.
    29. Horbach, Jens, 2013. "Do eco-innovations need specific regional characteristics? An econometric analysis for Germany," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79927, Verein für Socialpolitik / German Economic Association.
    30. Haschka, Rouven E. & Herwartz, Helmut, 2020. "Innovation efficiency in European high-tech industries: Evidence from a Bayesian stochastic frontier approach," Research Policy, Elsevier, vol. 49(8).

  46. Tom Broekel & Ron Boschma, 2009. "Knowledge networks in the Dutch aviation industry: the proximity paradox," Papers in Evolutionary Economic Geography (PEEG) 0915, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2009.

    Cited by:

    1. Olivier Brossard & Inès Moussa, 2012. "The trilogy of knowledge spillovers in French regions: a history of nature, channels and boundaries," Papers in Evolutionary Economic Geography (PEEG) 1207, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2012.
    2. Cathrin Söllner & Dirk Fornahl, 2021. "Unleashing Inventive Power - Solving cognitive, social and geographic distance issues with cultural proximity," Bremen Papers on Economics & Innovation 2103, University of Bremen, Faculty of Business Studies and Economics.
    3. Fusillo, Fabrizio & Nenci, Silvia & Pietrobelli, Carlo & Quatraro, Francesco, 2023. "Co-evolutionary Patterns of GVC-Trade and Knowledge Flows in the Mining Industry: Evidence from Latin America," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202313, University of Turin.
    4. Tom Broekel & Ron Boschma, 2011. "The cognitive and geographical composition of ego-networks of firms – and how they impact on their innovation performance," Papers in Evolutionary Economic Geography (PEEG) 1118, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2011.
    5. Yibo Qiao & Di Wu, 2024. "Relatedness, Complexity and Regional Diversification in the European Union: The Role of Co‐inventor Networks," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 115(4), pages 537-553, September.
    6. Christian Omobhude & Shih-Hsin Chen, 2019. "The Roles and Measurements of Proximity in Sustained Technology Development: A Literature Review," Sustainability, MDPI, vol. 11(1), pages 1-30, January.
    7. Robert Huggins & Daniel Prokop & Piers Thompson, 2020. "Universities and open innovation: the determinants of network centrality," The Journal of Technology Transfer, Springer, vol. 45(3), pages 718-757, June.
    8. Boschma, Ron, 2014. "Towards an evolutionary perspective on regional resilience," Papers in Innovation Studies 2014/14, Lund University, CIRCLE - Centre for Innovation Research.
    9. Lopolito, Antonio & Falcone, Pasquale Marcello & Sica, Edgardo, 2022. "The role of proximity in sustainability transitions: A technological niche evolution analysis," Research Policy, Elsevier, vol. 51(3).
    10. Cassi, Lorenzo & Plunket, Anne, 2013. "Proximity, network formation and inventive performance: in search of the proximity paradox," MPRA Paper 47388, University Library of Munich, Germany.
    11. Marie‐Laure Cabon‐Dhersin & Emmanuelle Taugourdeau, 2018. "Location and research activities organization: Could public/private cooperation be harmful?," Papers in Regional Science, Wiley Blackwell, vol. 97(4), pages 883-907, November.
    12. Christina Gugerell & Takeshi Sato & Christine Hvitsand & Daichi Toriyama & Nobuhiro Suzuki & Marianne Penker, 2021. "Know the Farmer That Feeds You: A Cross-Country Analysis of Spatial-Relational Proximities and the Attractiveness of Community Supported Agriculture," Agriculture, MDPI, vol. 11(10), pages 1-20, October.
    13. Corinne Autant-Bernard & Nadine Massard & Robin Cowan, 2014. "Editors’ introduction to spatial knowledge networks: structure, driving forces and innovative performances," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 315-323, September.
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    129. Pierre-Alexandre Balland & José Antonio Belso-Martínez & Andrea Morrison, 2014. "The Dynamics of Technical and Business Networks in Industrial Clusters: Embeddedness, status or proximity?," Papers in Evolutionary Economic Geography (PEEG) 1412, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2014.
    130. Tom Broekel & Wladimir Mueller, 2018. "Critical links in knowledge networks – What about proximities and gatekeeper organisations?," Industry and Innovation, Taylor & Francis Journals, vol. 25(10), pages 919-939, November.
    131. Delorme, Donatienne, 2023. "The role of proximity in the design of innovation intermediaries' business models," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    132. María Eugenia Castelao Caruana & Mariel de Vita & Pablo Lavarello, 2021. "Proximidades en el aprendizaje tecnológico: aportes metodológicos para el estudio de los entramados locales en América Latina," Ensayos de Economía 20138, Universidad Nacional de Colombia Sede Medellín.
    133. Maria Tsouri, 2020. "Knowledge Networks and Strong Tie Creation: the Role of Relative Network Position," Papers in Evolutionary Economic Geography (PEEG) 2039, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2020.
    134. Marrocu, Emanuela & Paci, Raffaele & Usai, Stefano, 2013. "Proximity, networking and knowledge production in Europe: What lessons for innovation policy?," Technological Forecasting and Social Change, Elsevier, vol. 80(8), pages 1484-1498.
    135. Broekel, Tom & Schimke, Antje & Brenner, Thomas, 2011. "The effects of cooperative R&D subsidies and subsidized cooperation on employment growth," Working Paper Series in Economics 34, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
    136. Ferretti, Marco & Guerini, Massimiliano & Panetti, Eva & Parmentola, Adele, 2022. "The partner next door? The effect of micro-geographical proximity on intra-cluster inter-organizational relationships," Technovation, Elsevier, vol. 111(C).
    137. Abdurrahman Mete Yazan, 2013. "Do Social Factors Matter for Innovation, and Do They Influence Innovation in Aeronautics Industry?," IET Working Papers Series 05/2013, Universidade Nova de Lisboa, IET/CICS.NOVA-Interdisciplinary Centre on Social Sciences, Faculty of Science and Technology.
    138. Anna Maria Lis, 2020. "Development of proximity in cluster organizations," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 8(2), pages 116-132, December.
    139. Mei Han & Bilin Xu, 2024. "Examining Cognitive and Social Proximities’ Influence on Cluster Firms’ Green Technological Innovation," SAGE Open, , vol. 14(2), pages 21582440241, June.
    140. Adrienne, Nena & Budd, Lucy & Ison, Stephen, 2020. "Grounded aircraft: An airfield operations perspective of the challenges of resuming flights post COVID," Journal of Air Transport Management, Elsevier, vol. 89(C).
    141. Jennifer DeBoer & Rajat Panwar & Jorge Rivera, 2017. "Toward A Place‐Based Understanding of Business Sustainability: The Role of Green Competitors and Green Locales in Firms' Voluntary Environmental Engagement," Business Strategy and the Environment, Wiley Blackwell, vol. 26(7), pages 940-955, November.
    142. André Torre & Fred Wallet, 2014. "The role of proximity relations in regional and territorial development processes," ERSA conference papers ersa14p719, European Regional Science Association.
    143. De Noni, Ivan & Orsi, Luigi & Belussi, Fiorenza, 2018. "The role of collaborative networks in supporting the innovation performances of lagging-behind European regions," Research Policy, Elsevier, vol. 47(1), pages 1-13.
    144. Sun, Yutao & Jiang, Lin & Cao, Cong, 2025. "Multiple proximities and inter-agency collaboration within a policy network: The case of innovation policymaking in China," Technovation, Elsevier, vol. 141(C).
    145. Ibtissem Hamouda & Damien Talbot, 2018. "Components and effects of institutional proximity: a lock in evidence in the aeronautical industry [Contenu et effets de la proximité institutionnelle : un cas d'enfermement dans l'industrie aérona," Post-Print hal-02457982, HAL.
    146. Niccolò Innocenti & Francesco Capone & Luciana Lazzeretti & Sergio Petralia, 2022. "The role of inventors’ networks and variety for breakthrough inventions," Papers in Regional Science, Wiley Blackwell, vol. 101(1), pages 37-57, February.
    147. Milad Abbasiharofteh & Tom Broekel & Lars Mewes, 2024. "The role of geographic distance and technological complexity in U.S. interregional co-patenting over almost two centuries," Environment and Planning A, , vol. 56(7), pages 2003-2022, October.
    148. Friedrich Dornbusch & Sidonia von Proff & Thomas Brenner, 2013. "The organizational and regional determinants of inter-regional collaborations – Academic inventors as bridging agents," Working Papers on Innovation and Space 2013-11, Philipps University Marburg, Department of Geography.
    149. Kiss, Károly Miklós & Lengyel, Balázs & Lőrincz, László & Elekes, Zoltán & Csáfordi, Zsolt, 2019. "Az iparágak közti hasonlóság mérésének hálózati módszerei és relevanciájuk a gazdaságfejlesztésben [Network methods for measuring inter-industrial similarity and the relevance of them to economic d," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(1), pages 22-52.
    150. Davide Castellani & Giulio Giangaspero & Antonello Zanfei, 2013. "Heterogeneity and distance. Some propositions on how differences across regions, firms and functions affect the role of distance in FDI location decisions," Working Papers 1308, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2013.
    151. Xavier Molina-Morales, F. & Belso-Martínez, José A. & Más-Verdú, Francisco & Martínez-Cháfer, Luis, 2015. "Formation and dissolution of inter-firm linkages in lengthy and stable networks in clusters," Journal of Business Research, Elsevier, vol. 68(7), pages 1557-1562.
    152. Ritala, Paavo & Huizingh, Eelko & Almpanopoulou, Argyro & Wijbenga, Paul, 2017. "Tensions in R&D networks: Implications for knowledge search and integration," Technological Forecasting and Social Change, Elsevier, vol. 120(C), pages 311-322.
    153. Christoph Roesler & Tom Broekel, 2017. "The role of universities in a network of subsidized R&D collaboration: The case of the biotechnology-industry in Germany," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 37(2), pages 135-160, October.
    154. Nilsson, Magnus & Mattes, Jannika, 2015. "The spatiality of trust: Factors influencing the creation of trust and the role of face-to-face contacts," European Management Journal, Elsevier, vol. 33(4), pages 230-244.
    155. Mariia Shkolnykova & Muhamed Kudic, 2022. "Who benefits from SMEs’ radical innovations?—empirical evidence from German biotechnology," Small Business Economics, Springer, vol. 58(2), pages 1157-1185, February.
    156. Grashof, Nils, 2020. "Putting the watering can away Towards a targeted (problem-oriented) cluster policy framework," Papers in Innovation Studies 2020/4, Lund University, CIRCLE - Centre for Innovation Research.
    157. Johnston, Andrew & Huggins, Robert, 2018. "Partner selection and university-industry linkages: Assessing small firms' initial perceptions of the credibility of their partners," Technovation, Elsevier, vol. 78(C), pages 15-26.
    158. Stefano Ghinoi & Riccardo Vita & Bodo Steiner & Alessandro Sinatra, 2024. "Family firm network strategies in regional clusters: evidence from Italy," Small Business Economics, Springer, vol. 62(1), pages 87-103, January.
    159. Pierre-Alexandre Balland & Ron Boschma & Koen Frenken, 2020. "Proximity, Innovation and Networks: A Concise Review and Some Next Steps," Papers in Evolutionary Economic Geography (PEEG) 2019, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2020.
    160. Laura Sabbado & Maud Daniel & Caroline Ruiller & Emmanuelle Fromont & Roselyne Crambert, 2021. "The role of proximity relations in the integration process into the network: an analysis of CEOs’ life narratives," Post-Print hal-03149409, HAL.
    161. Byeongwoo Kang & Kaoru Nabeshima, 2021. "National origin diversity and innovation performance: the case of Japan," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(6), pages 5333-5351, June.

  47. Matthias Buerger & Tom Broekel & Alex Coad, 2009. "Regional Dynamics of Innovation - Investigating the Co-Evolution of Patents, R&D, and Employment," Papers in Evolutionary Economic Geography (PEEG) 0908, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2009.

    Cited by:

    1. Matthias Duschl & Thomas Brenner, 2013. "Growth dynamics in regional systems of technological activities – A SVAR approach," Working Papers on Innovation and Space 2013-12, Philipps University Marburg, Department of Geography.
    2. Matthias Bürger, 2011. "Dynamics of Collaborative Invention Tracking Growth of Cooperative and Total Patents in the Region," Jena Economics Research Papers 2011-045, Friedrich-Schiller-University Jena.
    3. Christian, Dreger & Georg, Erber, 2010. "Regionale Innovationssysteme der EU im Prozess der Globalisierung [Regional EU-Innovationsystems under Transformation in the Process of Globalisation]," MPRA Paper 26112, University Library of Munich, Germany, revised 25 Oct 2010.

  48. Martin Binder & Tom Broekel, 2009. "Applying a Nonparametric Efficiency Analysis to Measure Conversion Efficiency in Great Britain," Jena Economics Research Papers 2009-100, Friedrich-Schiller-University Jena.

    Cited by:

    1. Nikolova Milena & Popova Olga, 2021. "Sometimes Your Best Just Ain’t Good Enough: The Worldwide Evidence on Subjective Well-being Efficiency," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 21(1), pages 83-114, January.
    2. Cameron, John & Eyeson, Abena, 2012. "Connecting Developments in Corporate Human Management Thinking to the Capability Approach as Used in International Development Research," management revue - Socio-Economic Studies, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 23(2), pages 173-215.
    3. Guarini, Giulio & Laureti, Tiziana & Garofalo, Giuseppe, 2020. "Socio-institutional determinants of educational resource efficiency according to the capability approach: An endogenous stochastic frontier analysis," Socio-Economic Planning Sciences, Elsevier, vol. 71(C).
    4. Nadia von Jacobi, 2018. "Institutions as Meso-factors of Development: A Human Development Perspective," Journal of Contextual Economics (JCE) – Schmollers Jahrbuch, Duncker & Humblot, Berlin, vol. 138(1), pages 53-88.
    5. Andrea Vigorito, 2011. "Bibliography on the Capability Approach 2010--2011," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 12(4), pages 607-612, November.

  49. Tom Broekel & Charlotte Schlump, 2009. "The importance of R&D subsidies and technological infrastructure for regional innovation performance - A conditional efficiency approach," Papers in Evolutionary Economic Geography (PEEG) 0921, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2009.

    Cited by:

    1. Badin, Luiza & Daraio, Cinzia & Simar, Leopold, 2018. "A Bootstrap Approach for Bandwidth Selection in Estimating Conditional Efficiency Measures," LIDAM Discussion Papers ISBA 2018007, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    2. Haschka, Rouven E. & Herwartz, Helmut, 2020. "Innovation efficiency in European high-tech industries: Evidence from a Bayesian stochastic frontier approach," Research Policy, Elsevier, vol. 49(8).

  50. Tom Broekel, 2008. "From Average to the Frontier: A Nonparametric Performance Approach for Analyzing Externalities and Regions’ Innovativeness," Papers in Evolutionary Economic Geography (PEEG) 0804, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2008.

    Cited by:

    1. De Witte, Kristof & Mika, Kortelainen, 2009. "Blaming the exogenous environment? Conditional efficiency estimation with continuous and discrete exogenous variables," MPRA Paper 14034, University Library of Munich, Germany.
    2. Tom Broekel & Thomas Brenner, 2009. "Regional Factors and Innovativeness - An Empirical Analysis of Four German Industries," Papers in Evolutionary Economic Geography (PEEG) 0917, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2009.
    3. Haschka, Rouven E. & Herwartz, Helmut, 2020. "Innovation efficiency in European high-tech industries: Evidence from a Bayesian stochastic frontier approach," Research Policy, Elsevier, vol. 49(8).

  51. Tom Broekel & Andreas Meder, 2008. "The Bright and Dark Side of Cooperation for Regional Innovation Performance," DRUID Working Papers 08-12, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.

    Cited by:

    1. Marie Ferru & Alain Rallet, 2016. "Proximity dynamics and the geography of innovation: diminishing returns or renewal?," Post-Print hal-02025328, HAL.
    2. Matthias Bürger, 2011. "Dynamics of Collaborative Invention Tracking Growth of Cooperative and Total Patents in the Region," Jena Economics Research Papers 2011-045, Friedrich-Schiller-University Jena.
    3. Stoetzer, Matthias-Wolfgang & Pfeil, Silko & Kaps, Katharina & Sauer, Thomas, 2011. "Regional dispersion of cooperation activities as success factor of innovation oriented SME," Jena Contributions to Economic Research 2011,4, Ernst-Abbe-Hochschule Jena – University of Applied Sciences, Department of Business Administration.
    4. De Witte, Kristof & Mika, Kortelainen, 2009. "Blaming the exogenous environment? Conditional efficiency estimation with continuous and discrete exogenous variables," MPRA Paper 14034, University Library of Munich, Germany.
    5. José A. Belso-Martinez & Francesc Xavier Molina-Morales, 2013. "Non-Linear Relationships of Internal and External Resources on a Firm's Innovation: The Case of the Spanish Vinalopó Footwear Cluster," Growth and Change, Wiley Blackwell, vol. 44(3), pages 494-521, September.
    6. Anja Dettmann & Sidonia von Proff & Thomas Brenner, 2012. "Co-operation over Distance? The Spatial Dimension of Inter-organisational Innovation Collaboration," Working Papers on Innovation and Space 2012-03, Philipps University Marburg, Department of Geography.
    7. Tom Broekel & Thomas Brenner, 2009. "Regional Factors and Innovativeness - An Empirical Analysis of Four German Industries," Papers in Evolutionary Economic Geography (PEEG) 0917, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2009.
    8. Holger Graf & Jens Kruger, 2011. "The Performance of Gatekeepers in Innovator Networks," Industry and Innovation, Taylor & Francis Journals, vol. 18(1), pages 69-88.
    9. José Manuel López‐Fernández & Mariluz Maté‐Sánchez‐Val & Francisco Manuel Somohano‐Rodriguez, 2021. "The effect of micro‐territorial networks on industrial small and medium enterprises' innovation: A case study in the Spanish region of Cantabria," Papers in Regional Science, Wiley Blackwell, vol. 100(1), pages 51-77, February.
    10. Ron Boschma & Ron Martin, 2010. "The Aims and Scope of Evolutionary Economic Geography," Papers in Evolutionary Economic Geography (PEEG) 1001, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2010.
    11. Yang, Xuehui & Zhang, Huirong & Li, Yan, 2022. "High-speed railway, factor flow and enterprise innovation efficiency: An empirical analysis on micro data," Socio-Economic Planning Sciences, Elsevier, vol. 82(PB).
    12. Ron Boschma & Koen Frenken, 2010. "The Spatial Evolution of Innovation Networks: A Proximity Perspective," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 5, Edward Elgar Publishing.
    13. Donato Iacobucci, 2014. "Designing and Implementing a Smart Specialisation Strategy at Regional Level: Some Open Questions," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2014(1), pages 107-126.

  52. Binder, Martin & Broekel, Tom, 2008. "Conversion Efficiency as a Complementing Measure of Welfare in Capability Space," MPRA Paper 7583, University Library of Munich, Germany.

    Cited by:

    1. Hasan, Hamid, 2009. "Capabilities measurement: an empirical investigation," MPRA Paper 16742, University Library of Munich, Germany, revised 12 Aug 2009.
    2. Jürgen Volkert & Friedrich Schneider, 2011. "The Application of the Capability Approach to High-Income OECD Countries: A Preliminary Survey," CESifo Working Paper Series 3364, CESifo.
    3. Felder, Stefan & Tauchmann, Harald, 2013. "Federal state differentials in the efficiency of health production in Germany: an artifact of spatial dependence?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 14(1), pages 21-39.
    4. Leßmann, Ortrud, 2011. "Empirische Studien zum Capability Ansatz auf der Grundlage von Befragungen: Ein Überblick," UFZ Discussion Papers 4/2011, Helmholtz Centre for Environmental Research (UFZ), Division of Social Sciences (ÖKUS).

  53. Ulrich Witt & Tom Broekel & Thomas Brenner, 2007. "Knowledge and its Economic Characteristics - A Conceptual Clarification," Jena Economics Research Papers 2007-013, Friedrich-Schiller-University Jena.

    Cited by:

    1. Ulrich Witt & Christian Zellner, 2009. "How firm organizations adapt to secure a sustained knowledge transfer," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 18(7), pages 647-661.
    2. Marcel Bednarz & Tom Broekel, 2019. "The relationship of policy induced R&D networks and inter-regional knowledge diffusion," Papers in Evolutionary Economic Geography (PEEG) 1908, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2019.
    3. Carolin Nast & Tom Broekel & Doris Entner, 2024. "Fueling the Fire? How Government Support Drives Technological Progress and Complexity," Papers in Evolutionary Economic Geography (PEEG) 2407, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2024.
    4. Enachi Mihaela, 2009. "The Knowledge – As Production Factor," Studies and Scientific Researches. Economics Edition, "Vasile Alecsandri" University of Bacau, Faculty of Economic Sciences, issue 14.

  54. Tom Broekel, 2007. "A Concordance between Industries and Technologies Matching the technological fields of the Patentatlas to the German Industry Classification," Jena Economics Research Papers 2007-041, Friedrich-Schiller-University Jena.

    Cited by:

    1. Martin Woerter, 2009. "Technology proximity between firms and universities and technology transfer," KOF Working papers 09-222, KOF Swiss Economic Institute, ETH Zurich.
    2. Thomas Brenner & Matthias Duschl, 2015. "Causal dynamic effects in regional systems of technological activities: a SVAR approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 55(1), pages 103-130, October.
    3. Tom Broekel & Matthias Brachert & Matthias Duschl & Thomas Brenner, 2015. "Joint R and D subsidies, related variety, and regional innovation," Working Papers on Innovation and Space 2015-01, Philipps University Marburg, Department of Geography.
    4. Tom Broekel & Nicky Rogge & Thomas Brenner, 2013. "The innovation efficiency of German regions - a shared-input DEA approach," Working Papers on Innovation and Space 2013-08, Philipps University Marburg, Department of Geography.
    5. Broekel, Tom & Brachert, Matthias & Duschl, Matthias & Brenner, Thomas, 2015. "Joint R&D subsidies, related variety, and regional innovation," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112808, Verein für Socialpolitik / German Economic Association.
    6. Tom Broekel & Thomas Brenner, 2009. "Regional Factors and Innovativeness - An Empirical Analysis of Four German Industries," Papers in Evolutionary Economic Geography (PEEG) 0917, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2009.
    7. Tom Broekel & Matte Hartog, 2013. "Determinants of cross-regional R and D collaboration networks: an application of exponential random graph models," Working Papers on Innovation and Space 2013-04, Philipps University Marburg, Department of Geography.
    8. Matthias Buerger & Tom Broekel & Alex Coad, 2012. "Regional Dynamics of Innovation: Investigating the Co-evolution of Patents, Research and Development (R&D), and Employment," Regional Studies, Taylor & Francis Journals, vol. 46(5), pages 565-582, August.
    9. Tom Broekel, 2015. "Do Cooperative Research and Development (R&D) Subsidies Stimulate Regional Innovation Efficiency? Evidence from Germany," Regional Studies, Taylor & Francis Journals, vol. 49(7), pages 1087-1110, July.
    10. Tom Broekel & Thomas Brenner, 2007. "Measuring Regional Innovativeness - A Methodological Discussion and an Application to One German Industry," Jena Economics Research Papers 2007-065, Friedrich-Schiller-University Jena.

  55. Tom Broekel & Thomas Brenner, 2007. "Measuring Regional Innovativeness - A Methodological Discussion and an Application to One German Industry," Jena Economics Research Papers 2007-065, Friedrich-Schiller-University Jena.

    Cited by:

    1. Matthias Bürger, 2011. "Dynamics of Collaborative Invention Tracking Growth of Cooperative and Total Patents in the Region," Jena Economics Research Papers 2011-045, Friedrich-Schiller-University Jena.
    2. Abbasiharofteh, Milad & Kogler, Dieter F. & Lengyel, Balázs, 2023. "Atypical combinations of technologies in regional co-inventor networks," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 52(10), pages 1-1.
    3. Thomas Brenner & Tom Broekel, 2011. "Methodological Issues in Measuring Innovation Performance of Spatial Units," Industry and Innovation, Taylor & Francis Journals, vol. 18(1), pages 7-37.
    4. Tom Broekel & Nicky Rogge & Thomas Brenner, 2013. "The innovation efficiency of German regions - a shared-input DEA approach," Working Papers on Innovation and Space 2013-08, Philipps University Marburg, Department of Geography.
    5. Chen Kaihua & Kou Mingting, 2014. "Staged efficiency and its determinants of regional innovation systems: a two-step analytical procedure," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(2), pages 627-657, March.
    6. Tom Broekel, 2007. "A Concordance between Industries and Technologies Matching the technological fields of the Patentatlas to the German Industry Classification," Jena Economics Research Papers 2007-041, Friedrich-Schiller-University Jena.
    7. Tom Broekel & Thomas Brenner, 2009. "Regional Factors and Innovativeness - An Empirical Analysis of Four German Industries," Papers in Evolutionary Economic Geography (PEEG) 0917, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2009.
    8. Shi, Xing & Wu, Yanrui & Fu, Dahai, 2020. "Does University-Industry collaboration improve innovation efficiency? Evidence from Chinese Firms⋄," Economic Modelling, Elsevier, vol. 86(C), pages 39-53.
    9. Tom Broekel, 2015. "Do Cooperative Research and Development (R&D) Subsidies Stimulate Regional Innovation Efficiency? Evidence from Germany," Regional Studies, Taylor & Francis Journals, vol. 49(7), pages 1087-1110, July.
    10. Kaihua Chen & Jiancheng Guan, 2012. "Measuring the Efficiency of China's Regional Innovation Systems: Application of Network Data Envelopment Analysis (DEA)," Regional Studies, Taylor & Francis Journals, vol. 46(3), pages 355-377, April.

  56. Tom Broekel & Martin Binder, 2006. "The Regional Dimension of Knowledge Transfers - A Behavioral Approach," Papers on Economics and Evolution 2006-12, Philipps University Marburg, Department of Geography.

    Cited by:

    1. Leppälä, Samuli & Desrochers, Pierre, 2010. "The division of labor need not imply regional specialization," Journal of Economic Behavior & Organization, Elsevier, vol. 74(1-2), pages 137-147, May.
    2. Matthias Bürger, 2011. "Dynamics of Collaborative Invention Tracking Growth of Cooperative and Total Patents in the Region," Jena Economics Research Papers 2011-045, Friedrich-Schiller-University Jena.
    3. Pippel, Gunnar, 2012. "The Impact of R&D Collaboration Networks on the Performance of Firms and Regions: A Meta-Analysis of the Evidence," IWH Discussion Papers 14/2012, Halle Institute for Economic Research (IWH).
    4. Anna A. Mikhaylova & Andrey S. Mikhaylov, 2016. "Re-distribution of knowledge for innovation around Russia," International Journal of Technological Learning, Innovation and Development, Inderscience Enterprises Ltd, vol. 8(1), pages 37-56.
    5. Brökel, Tom & Mewes, Lars, 2020. "Der Beitrag von Hochschulen zur Einbindung von Regionen in politisch induzierte Wissensnetzwerke," Forschungsberichte der ARL: Aufsätze, in: Postlep, Rolf-Dieter & Blume, Lorenz & Hülz, Martina (ed.), Hochschulen und ihr Beitrag für eine nachhaltige Regionalentwicklung, volume 11, pages 233-259, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.
    6. Tom Broekel & Matthias Brachert & Matthias Duschl & Thomas Brenner, 2015. "Joint R and D subsidies, related variety, and regional innovation," Working Papers on Innovation and Space 2015-01, Philipps University Marburg, Department of Geography.
    7. Tom Broekel & Nicky Rogge & Thomas Brenner, 2013. "The innovation efficiency of German regions - a shared-input DEA approach," Working Papers on Innovation and Space 2013-08, Philipps University Marburg, Department of Geography.
    8. Dornbusch, Friedrich & Neuhäusler, Peter, 2015. "Composition of inventor teams and technological progress – The role of collaboration between academia and industry," Research Policy, Elsevier, vol. 44(7), pages 1360-1375.
    9. Broekel, Tom & Brachert, Matthias & Duschl, Matthias & Brenner, Thomas, 2015. "Joint R&D subsidies, related variety, and regional innovation," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112808, Verein für Socialpolitik / German Economic Association.
    10. Neil Reid & Bruce W. Smith & Michael C. Carroll, 2008. "Cluster Regions," Economic Development Quarterly, , vol. 22(4), pages 345-352, November.
    11. Lyndon Murphy & Robert Huggins & Piers Thompson, 2016. "Social capital and innovation: A comparative analysis of regional policies," Environment and Planning C, , vol. 34(6), pages 1025-1057, September.
    12. Sajjad Nazir & Wang Qun & Li Hui & Amina Shafi, 2018. "Influence of Social Exchange Relationships on Affective Commitment and Innovative Behavior: Role of Perceived Organizational Support," Sustainability, MDPI, vol. 10(12), pages 1-20, November.
    13. Anja Dettmann & Sidonia von Proff & Thomas Brenner, 2012. "Co-operation over Distance? The Spatial Dimension of Inter-organisational Innovation Collaboration," Working Papers on Innovation and Space 2012-03, Philipps University Marburg, Department of Geography.
    14. Paolo Seri, 2014. "The role of proximity in retrospective: organizations, ICT and human resources in Italian traditional districts? firms," Working Papers 1404, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2014.
    15. Thomas Brenner & Marco Capasso & Matthias Duschl & Koen Frenken & Tania Treibich, 2018. "Causal relations between knowledge-intensive business services and regional employment growth," Regional Studies, Taylor & Francis Journals, vol. 52(2), pages 172-183, February.
    16. Friedrich Dornbusch & Thomas Brenner, 2013. "Universities as local knowledge hubs under different technology regimes – New evidence from academic patenting," Working Papers on Innovation and Space 2013-10, Philipps University Marburg, Department of Geography.
    17. Tom Broekel & Thomas Brenner, 2009. "Regional Factors and Innovativeness - An Empirical Analysis of Four German Industries," Papers in Evolutionary Economic Geography (PEEG) 0917, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2009.
    18. Tom Broekel, 2015. "The Co-evolution of Proximities - A Network Level Study," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 921-935, June.
    19. Rafael Lata & Sidonia Proff & Thomas Brenner, 2018. "The influence of distance types on co-patenting and co-publishing in the USA and Europe over time," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(1), pages 49-71, July.
    20. Thomas Brenner & Gesa Pflitsch, 2017. "The raise of publications on sustainability—a case study in Germany," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 37(2), pages 189-225, October.
    21. Sajjad Jasimuddin & Jun Li & Nicholas Perdikis, 2015. "Linkage between geographic space and knowledge transfer by multinational enterprises: a structural equation approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(3), pages 769-795, May.
    22. Thomas Brenner, 2014. "The Impact of Foreign Direct Investment on Economic Growth – An Empirical Analysis of Different Effects in Less and More Developed Countries," Working Papers on Innovation and Space 2014-05, Philipps University Marburg, Department of Geography.
    23. Ozgun, Burcu & Broekel, Tom, 2021. "The geography of innovation and technology news - An empirical study of the German news media," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    24. Sauer, Thomas & Stoetzer, Matthias-Wolfgang & Gerlach, Andrea, 2007. "Spatial localization of knowledge-transfer channels and face-to-face contacts: A survey of the Jena university-industry linkages," Jena Contributions to Economic Research 2007,4, Ernst-Abbe-Hochschule Jena – University of Applied Sciences, Department of Business Administration.
    25. Fornahl, Dirk & Brenner, Thomas, 2009. "Geographic concentration of innovative activities in Germany," Structural Change and Economic Dynamics, Elsevier, vol. 20(3), pages 163-182, September.
    26. Tom Broekel & Ron Boschma, 2009. "Knowledge networks in the Dutch aviation industry: the proximity paradox," Papers in Evolutionary Economic Geography (PEEG) 0915, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2009.
    27. Friedrich Dornbusch & Sidonia von Proff & Thomas Brenner, 2013. "The organizational and regional determinants of inter-regional collaborations – Academic inventors as bridging agents," Working Papers on Innovation and Space 2013-11, Philipps University Marburg, Department of Geography.
    28. Pippel, Gunnar, 2013. "Does Partner Type Matter in R&D Collaboration for Environmental Innovation?," IWH Discussion Papers 5/2013, Halle Institute for Economic Research (IWH).
    29. Bahlmann, M.D. & Elfring, T. & Groenewegen, P. & Huysman, M.H., 2010. "Does distance matter? An ego-network approach towards the knowledge-based theory of clusters," Serie Research Memoranda 0004, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
    30. Tom Broekel & Thomas Brenner, 2007. "Measuring Regional Innovativeness - A Methodological Discussion and an Application to One German Industry," Jena Economics Research Papers 2007-065, Friedrich-Schiller-University Jena.

  57. Tom Broekel & Thomas Brenner, 2005. "Local Factors and Innovativeness – An Empirical Analysis of German Patents for Five Industries," Papers on Economics and Evolution 2005-09, Philipps University Marburg, Department of Geography.

    Cited by:

    1. Tom Broekel, 2007. "A Concordance between Industries and Technologies Matching the technological fields of the Patentatlas to the German Industry Classification," Jena Economics Research Papers 2007-041, Friedrich-Schiller-University Jena.
    2. Kaihua Chen & Jiancheng Guan, 2012. "Measuring the Efficiency of China's Regional Innovation Systems: Application of Network Data Envelopment Analysis (DEA)," Regional Studies, Taylor & Francis Journals, vol. 46(3), pages 355-377, April.
    3. Tom Broekel & Thomas Brenner, 2007. "Measuring Regional Innovativeness - A Methodological Discussion and an Application to One German Industry," Jena Economics Research Papers 2007-065, Friedrich-Schiller-University Jena.

Articles

  1. Burcu Ozgun & Tom Broekel, 2024. "Saved by the news? COVID-19 in German news and its relationship with regional mobility behaviour," Regional Studies, Taylor & Francis Journals, vol. 58(2), pages 365-380, February.
    See citations under working paper version above.
  2. Jason Deegan & Tom Broekel & Silje Haus-Reve & Rune Dahl Fitjar, 2024. "How regions diversify into new jobs: from related industries or related occupations?," Regional Studies, Taylor & Francis Journals, vol. 58(11), pages 1965-1980, November.
    See citations under working paper version above.
  3. Nast, Carolin & Broekel, Tom & Entner, Doris, 2024. "Fueling the fire? How government support drives technological progress and complexity," Research Policy, Elsevier, vol. 53(6).
    See citations under working paper version above.
  4. Tom Broekel & Louis Knuepling & Lars Mewes, 2023. "Boosting, sorting and complexity—urban scaling of innovation around the world," Journal of Economic Geography, Oxford University Press, vol. 23(5), pages 979-1016.
    See citations under working paper version above.
  5. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "Reprint of The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(8).

    Cited by:

    1. Julia Bachtrögler-Unger & Pierre-Alexandre Balland & Ron Boschma & Thomas Schwab, 2023. "Technological Capabilities and the Twin Transition in Europe. Opportunities for Regional Collaboration and Economic Cohesion," WIFO Studies, WIFO, number 70743, October.
    2. Balland, Pierre-Alexandre & Boschma, Ron, 2022. "Do scientific capabilities in specific domains matter for technological diversification in European regions?," Research Policy, Elsevier, vol. 51(10).
    3. Qin, Xionghe & Zhang, Dong & Wang, Song & Grimes, Seamus, 2025. "A blessing and a curse: Identifying how knowledge complexity influences regional innovation efficiency in the presence of varying spatial externalities," China Economic Review, Elsevier, vol. 91(C).
    4. Philipp Koch & Viktor Stojkoski & César A. Hidalgo, 2024. "Augmenting the availability of historical GDP per capita estimates through machine learning," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 121(39), pages 2402060121-, September.
    5. S'andor Juh'asz & GergH{o} Pint'er & 'Ad'am Kov'acs & Endre Borza & Gergely M'onus & L'aszl'o LH{o}rincz & Bal'azs Lengyel, 2022. "Amenity complexity and urban locations of socio-economic mixing," Papers 2212.07280, arXiv.org, revised Jul 2023.
    6. Ekene ThankGod Emeka & Simplice A. Asongu & Yolande E. Ngoungou, 2024. "Gender economic inclusion, governance institutions and economic complexity in Africa," Working Papers of The Association for Promoting Women in Research and Development in Africa (ASPROWORDA). 24/003, The Association for Promoting Women in Research and Development in Africa (ASPROWORDA).
    7. Luisa Alamá-Sabater & Miguel Ángel Márquez & Emili Tortosa-Ausina & Júlia Cravo, 2022. "Are semi-urban spillovers the answer to left-behind places in rural Europe? The case of the Portuguese municipalities," Working Papers 2022/14, Economics Department, Universitat Jaume I, Castellón (Spain).
    8. Gomez-Gonzalez, Jose E. & Uribe, Jorge M. & Valencia, Oscar M., 2023. "Does economic complexity reduce the probability of a fiscal crisis?," World Development, Elsevier, vol. 168(C).
    9. Soyyiğit Semanur & Michalski Bartosz, 2022. "The Economic Complexity of the Visegrád Countries and the Role of Trade with Germany," Central European Economic Journal, Sciendo, vol. 9(56), pages 219-236, January.
    10. Abbasiharofteh, Milad & Kogler, Dieter F. & Lengyel, Balázs, 2023. "Atypical combinations of technologies in regional co-inventor networks," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 52(10), pages 1-1.
    11. Yamada, Eri & Balland, Pierre-Alexandre & Kawakami, Tetsu & Nemoto, Jiro, 2025. "The structure and dynamics of the auto parts industry: Product space and complexity perspectives," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 472-485.
    12. CALDAROLA Bernardo & MAZZILLI Dario & NAPOLITANO Lorenzo & PATELLI Aurelio & SBARDELLA Angelica, 2024. "Economic complexity and the sustainability transition: A review of data, methods, and literature," JRC Working Papers on Corporate R&D and Innovation 2024-01, Joint Research Centre.
    13. Olga A. Chernova, 2023. "The Resilience of Russia's Regions in the Conditions of Recovery Growth: Bouncing Forward or Bouncing Back?," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 22(2), pages 381-403.
    14. Uribe, Jorge M., 2025. "Investment in intangible assets and economic complexity," Research Policy, Elsevier, vol. 54(1).
    15. Recep Ulucak & Danish & Yaoqi Zhang & Rui Chen & Yiting Qiu, 2024. "Income Inequality, Economic Complexity, and Renewable Energy Impacts in Controlling Consumption-Based Carbon Emissions," Evaluation Review, , vol. 48(1), pages 119-142, February.
    16. Jose E. Gomez-Gonzalez & Jorge M. Uribe & Oscar M. Valencia, 2023. "Sovereign Risk and Economic Complexity: Machine Learning Insights on Causality and Prediction," IREA Working Papers 202315, University of Barcelona, Research Institute of Applied Economics, revised Nov 2023.
    17. Gomez-Gonzalez, Jose E. & Uribe, Jorge M. & Valencia, Oscar M., 2025. "Sovereign debt cost and economic complexity," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 99(C).
    18. Eslam A. Hassanein & Nagwa Samak & Salwa Abdelaziz, 2024. "The synergetic effect of economic complexity and governance on quality of life: policy thresholds," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-20, December.
    19. Nutarelli, Federico & Edet, Samuel & Gnecco, Giorgio & Riccaboni, Massimo, 2025. "Predicting the technological complexity of global cities based on unsupervised and supervised machine learning methods," Journal of Economic Behavior & Organization, Elsevier, vol. 234(C).
    20. Zhang, Zhenya & Chang, Zheren & Gan, Yufei & Li, Jiayan, 2025. "Renewable energy, innovation, and stock markets: Machine learning perspectives on environmental sustainability," International Review of Financial Analysis, Elsevier, vol. 97(C).
    21. Naudé, Wim, 2022. "The Future Economics of Artificial Intelligence: Mythical Agents, a Singleton and the Dark Forest," IZA Discussion Papers 15713, Institute of Labor Economics (IZA).
    22. Milene Tessarin & Deyu Li & Sergio Petralia & Ron Boschma, 2023. "The future geography of industries and occupations," Papers in Evolutionary Economic Geography (PEEG) 2302, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2023.
    23. Gnangnon, Sèna Kimm, 2023. "Do Aid for Trade flows affect Technology Licensing in Recipient Countries?," EconStor Preprints 273419, ZBW - Leibniz Information Centre for Economics.
    24. Viktor Stojkoski & C'esar A. Hidalgo, 2025. "Optimizing Economic Complexity," Papers 2503.04476, arXiv.org, revised Sep 2025.
    25. Litha Mini & Clement Moyo & Andrew Phiri, 2025. "Governance, institutional quality and economic complexity in selected African countries," International Journal of Economic Policy Studies, Springer, vol. 19(1), pages 159-181, February.
    26. Zhanna Chupina & Alexander Chursin & Andrew Boginsky & Ivan Kvasov, 2023. "Sustainable Economic Development of Enterprises: A Methodology Based on the Toolkit," Sustainability, MDPI, vol. 15(17), pages 1-15, August.
    27. Nurski Laura & Alcidi Cinzia, 2025. "How to Ensure a Skills-Based Future for European Competitiveness," Intereconomics: Review of European Economic Policy, Sciendo, vol. 60(1), pages 11-17.
    28. Jonathan E. Ogbuabor & Ekene ThankGod Emeka & Emmanuel O. Nwosu, 2023. "Effects of terrorism and economic policy uncertainty on economic complexity in Africa: A study of the moderating role of governance institutions," South African Journal of Economics, Economic Society of South Africa, vol. 91(4), pages 528-557, December.
    29. Anne Otto & Sebastian Losacker & Hendrik Hansmeier, 2025. "Relatedness, complexity, and regional development paths in Germany: a sequencing approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 74(2), pages 1-26, June.
    30. Ronald Djeunankan & Sosson Tadadjeu & Henri Njangang & Ummad Mazhar, 2025. "The hidden cost of sophistication: economic complexity and obesity," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 26(2), pages 243-265, March.
    31. Viktor Stojkoski & Philipp Koch & Eva Coll & César A. Hidalgo, 2024. "Estimating digital product trade through corporate revenue data," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    32. Nils Grashof & Stefano Basilico, 2023. "The dark side of green innovation? Green transition and regional inequality in Europe," Papers in Evolutionary Economic Geography (PEEG) 2314, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2023.
    33. Saima Shadab & Firoz Alam, 2024. "High-Technology Exports, Foreign Direct Investment, Renewable Energy Consumption and Economic Growth: Evidence from the United Arab Emirates," International Journal of Energy Economics and Policy, Econjournals, vol. 14(2), pages 394-401, March.
    34. Nordlund, Carl, 2023. "Transformations, trajectories and similarities of national production structures: a comparative fingerprinting approach," SocArXiv 6byxh, Center for Open Science.
    35. Stefan Apostol & Eduardo Hernández-Rodríguez, 2023. "Digitalisation in European regions: Unravelling the impact of relatedness and complexity on digital technology adoption and productivity growth," Papers in Evolutionary Economic Geography (PEEG) 2317, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2023.
    36. Clement Olalekan Olaniyi & Nicholas Mbaya Odhiambo, 2025. "Modelling asymmetric and nonlinear features in the natural resource wealth-economic complexity nexus: empirical insights from Nigeria," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 38(1), pages 177-201, March.
    37. Olaniyi, Clement Olalekan & Odhiambo, Nicholas Mbaya, 2025. "Finding explanations for weak economic complexity in resource-rich African countries: Exploring the role of natural resource endowment and institutional quality," Resources Policy, Elsevier, vol. 101(C).
    38. Muhammad Akhtar & Jian Xu & Umair Kashif & Kishwar Ali & Hafiz Muhammad Naveed & Muhammad Haris, 2025. "Bayesian neural network modelling for estimating ecological footprints and blue economy sustainability across G20 nations," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-14, December.
    39. Sandor Juhasz & Gergo Pinter & Adam Kovacs & Endre Borza & Gergely Monus & Laszlo Lorincz & Balazs Lengyel, 2022. "Amenity complexity and urban locations of socio-economic mixing," Papers in Evolutionary Economic Geography (PEEG) 2232, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2022.
    40. Duygu Buyukyazici & Leonardo Mazzoni & Massimo Riccaboni & Francesco Serti, 2022. "Workplace Skills as Regional Capabilities: Relatedness, Complexity and Industrial Diversification of Regions," Papers in Evolutionary Economic Geography (PEEG) 2210, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2022.
    41. Brice Kamguia & Manuella Ndjakwa & Sosson Tadadjeu, 2023. "Does infrastructural development foster export upgrading in Africa?," African Development Review, African Development Bank, vol. 35(1), pages 79-94, March.
    42. Stojkoski, Viktor & Lopez-Calva, Luis-Felipe & Bolch, Kimberly Blair & Fernandez,Almudena, 2024. "Development Acupuncture : The Network Structure of Multidimensional Poverty and Its Implications," Policy Research Working Paper Series 10882, The World Bank.
    43. Jin, Wenwan & Zhu, Shengjun & Li, Deyu & He, Canfei, 2025. "Transcending the geographical stickiness of complex economic activities via strategic unrelated diversification," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 65-76.
    44. Putri, Schalke Anindya, 2024. "Snapshot of Indonesia's Provincial Green Economies: A Complexity Approach," MPRA Paper 123139, University Library of Munich, Germany, revised Jan 2025.
    45. Dimitris Kallioras & Spyros Niavis, 2025. "Regional Inequalities: Knowledge Frontiers and Debates," Sustainable Regional Development Scientific Journal, Sustainable Regional Development Scientific Journal, vol. 0(1), pages 66-79, June.
    46. Zeynalov, Ayaz, 2025. "Distance to frontier: From imitation to innovation," Technological Forecasting and Social Change, Elsevier, vol. 217(C).
    47. Liudmyla Vozna & Anna Horodecka & Vitalii Travin, 2023. "Uncertainty and the nature of the firm: From Frank Knight and Ronald Coase to an evolutionary approach," Journal of Evolutionary Economics, Springer, vol. 33(5), pages 1397-1425, November.

  6. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(3).

    Cited by:

    1. Julia Bachtrögler-Unger & Pierre-Alexandre Balland & Ron Boschma & Thomas Schwab, 2023. "Technological Capabilities and the Twin Transition in Europe. Opportunities for Regional Collaboration and Economic Cohesion," WIFO Studies, WIFO, number 70743, October.
    2. Balland, Pierre-Alexandre & Boschma, Ron, 2022. "Do scientific capabilities in specific domains matter for technological diversification in European regions?," Research Policy, Elsevier, vol. 51(10).
    3. Philipp Koch & Viktor Stojkoski & César A. Hidalgo, 2024. "Augmenting the availability of historical GDP per capita estimates through machine learning," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 121(39), pages 2402060121-, September.
    4. S'andor Juh'asz & GergH{o} Pint'er & 'Ad'am Kov'acs & Endre Borza & Gergely M'onus & L'aszl'o LH{o}rincz & Bal'azs Lengyel, 2022. "Amenity complexity and urban locations of socio-economic mixing," Papers 2212.07280, arXiv.org, revised Jul 2023.
    5. Marco Guerzoni & Massimiliano Nuccio & Federico Tamagni, 2022. "Discovering pre-entry knowledge complexity with patent topic modeling and the post-entry growth of Italian firms," LEM Papers Series 2022/25, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    6. Ekene ThankGod Emeka & Simplice A. Asongu & Yolande E. Ngoungou, 2024. "Gender economic inclusion, governance institutions and economic complexity in Africa," Working Papers of The Association for Promoting Women in Research and Development in Africa (ASPROWORDA). 24/003, The Association for Promoting Women in Research and Development in Africa (ASPROWORDA).
    7. Luisa Alamá-Sabater & Miguel Ángel Márquez & Emili Tortosa-Ausina & Júlia Cravo, 2022. "Are semi-urban spillovers the answer to left-behind places in rural Europe? The case of the Portuguese municipalities," Working Papers 2022/14, Economics Department, Universitat Jaume I, Castellón (Spain).
    8. Ibrahim Tuğrul Çınar & Ilhan Korkmaz & Tüzin Baycan, 2022. "Regions’ economic fitness and sectoral labor productivity: Evidence from Turkey," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(3), pages 575-598, June.
    9. Gomez-Gonzalez, Jose E. & Uribe, Jorge M. & Valencia, Oscar M., 2023. "Does economic complexity reduce the probability of a fiscal crisis?," World Development, Elsevier, vol. 168(C).
    10. Soyyiğit Semanur & Michalski Bartosz, 2022. "The Economic Complexity of the Visegrád Countries and the Role of Trade with Germany," Central European Economic Journal, Sciendo, vol. 9(56), pages 219-236, January.
    11. Abbasiharofteh, Milad & Kogler, Dieter F. & Lengyel, Balázs, 2023. "Atypical combinations of technologies in regional co-inventor networks," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 52(10), pages 1-1.
    12. Yamada, Eri & Balland, Pierre-Alexandre & Kawakami, Tetsu & Nemoto, Jiro, 2025. "The structure and dynamics of the auto parts industry: Product space and complexity perspectives," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 472-485.
    13. CALDAROLA Bernardo & MAZZILLI Dario & NAPOLITANO Lorenzo & PATELLI Aurelio & SBARDELLA Angelica, 2024. "Economic complexity and the sustainability transition: A review of data, methods, and literature," JRC Working Papers on Corporate R&D and Innovation 2024-01, Joint Research Centre.
    14. Olga A. Chernova, 2023. "The Resilience of Russia's Regions in the Conditions of Recovery Growth: Bouncing Forward or Bouncing Back?," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 22(2), pages 381-403.
    15. Uribe, Jorge M., 2025. "Investment in intangible assets and economic complexity," Research Policy, Elsevier, vol. 54(1).
    16. Kabirigi, Michel & Abbasiharofteh, Milad & Sun, Zhanli & Hermans, Frans, 2022. "The importance of proximity dimensions in agricultural knowledge and innovation systems: The case of banana disease management in Rwanda," Agricultural Systems, Elsevier, vol. 202(C).
    17. Johan Miörner & Bernhard Truffer & Christian Binz & Jonas Heiberg & Xiao-Shan Yap, 2022. "Guidebook for applying the Socio-Technical Configuration Analysis method," GEIST - Geography of Innovation and Sustainability Transitions 2022(11), GEIST Working Paper Series.
    18. Castañeda, Gonzalo & Pietronero, Luciano & Romero-Padilla, Juan & Zaccaria, Andrea, 2022. "The complex dynamic of growth: Fitness and the different patterns of economic activity in the medium and long terms," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 231-246.
    19. Nutarelli, Federico & Edet, Samuel & Gnecco, Giorgio & Riccaboni, Massimo, 2025. "Predicting the technological complexity of global cities based on unsupervised and supervised machine learning methods," Journal of Economic Behavior & Organization, Elsevier, vol. 234(C).
    20. Zhang, Zhenya & Chang, Zheren & Gan, Yufei & Li, Jiayan, 2025. "Renewable energy, innovation, and stock markets: Machine learning perspectives on environmental sustainability," International Review of Financial Analysis, Elsevier, vol. 97(C).
    21. Naudé, Wim, 2022. "The Future Economics of Artificial Intelligence: Mythical Agents, a Singleton and the Dark Forest," IZA Discussion Papers 15713, Institute of Labor Economics (IZA).
    22. Martin Ron & Sunley Peter, 2022. "Making history matter more in evolutionary economic geography," ZFW – Advances in Economic Geography, De Gruyter, vol. 66(2), pages 65-80, July.
    23. Milene Tessarin & Deyu Li & Sergio Petralia & Ron Boschma, 2023. "The future geography of industries and occupations," Papers in Evolutionary Economic Geography (PEEG) 2302, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2023.
    24. Gnangnon, Sèna Kimm, 2023. "Do Aid for Trade flows affect Technology Licensing in Recipient Countries?," EconStor Preprints 273419, ZBW - Leibniz Information Centre for Economics.
    25. Viktor Stojkoski & C'esar A. Hidalgo, 2025. "Optimizing Economic Complexity," Papers 2503.04476, arXiv.org, revised Sep 2025.
    26. Litha Mini & Clement Moyo & Andrew Phiri, 2025. "Governance, institutional quality and economic complexity in selected African countries," International Journal of Economic Policy Studies, Springer, vol. 19(1), pages 159-181, February.
    27. Nurski Laura & Alcidi Cinzia, 2025. "How to Ensure a Skills-Based Future for European Competitiveness," Intereconomics: Review of European Economic Policy, Sciendo, vol. 60(1), pages 11-17.
    28. Maurya, Garima & Sahu, Sohini, 2022. "Cross-country variations in economic complexity: The role of individualism," Economic Modelling, Elsevier, vol. 115(C).
    29. Anne Otto & Sebastian Losacker & Hendrik Hansmeier, 2025. "Relatedness, complexity, and regional development paths in Germany: a sequencing approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 74(2), pages 1-26, June.
    30. Ronald Djeunankan & Sosson Tadadjeu & Henri Njangang & Ummad Mazhar, 2025. "The hidden cost of sophistication: economic complexity and obesity," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 26(2), pages 243-265, March.
    31. Viktor Stojkoski & Philipp Koch & Eva Coll & César A. Hidalgo, 2024. "Estimating digital product trade through corporate revenue data," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    32. Nordlund, Carl, 2023. "Transformations, trajectories and similarities of national production structures: a comparative fingerprinting approach," SocArXiv 6byxh, Center for Open Science.
    33. Stefan Apostol & Eduardo Hernández-Rodríguez, 2023. "Digitalisation in European regions: Unravelling the impact of relatedness and complexity on digital technology adoption and productivity growth," Papers in Evolutionary Economic Geography (PEEG) 2317, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2023.
    34. Olaniyi, Clement Olalekan & Odhiambo, Nicholas Mbaya, 2025. "Finding explanations for weak economic complexity in resource-rich African countries: Exploring the role of natural resource endowment and institutional quality," Resources Policy, Elsevier, vol. 101(C).
    35. Sandor Juhasz & Gergo Pinter & Adam Kovacs & Endre Borza & Gergely Monus & Laszlo Lorincz & Balazs Lengyel, 2022. "Amenity complexity and urban locations of socio-economic mixing," Papers in Evolutionary Economic Geography (PEEG) 2232, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2022.
    36. Duygu Buyukyazici & Leonardo Mazzoni & Massimo Riccaboni & Francesco Serti, 2022. "Workplace Skills as Regional Capabilities: Relatedness, Complexity and Industrial Diversification of Regions," Papers in Evolutionary Economic Geography (PEEG) 2210, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2022.
    37. Belmartino, Andrea, 2022. "Green & non-green relatedness: challenges and diversification opportunities for regional economies in Argentina," Nülan. Deposited Documents 3697, Universidad Nacional de Mar del Plata, Facultad de Ciencias Económicas y Sociales, Centro de Documentación.
    38. Brice Kamguia & Manuella Ndjakwa & Sosson Tadadjeu, 2023. "Does infrastructural development foster export upgrading in Africa?," African Development Review, African Development Bank, vol. 35(1), pages 79-94, March.
    39. Stojkoski, Viktor & Lopez-Calva, Luis-Felipe & Bolch, Kimberly Blair & Fernandez,Almudena, 2024. "Development Acupuncture : The Network Structure of Multidimensional Poverty and Its Implications," Policy Research Working Paper Series 10882, The World Bank.
    40. Jin, Wenwan & Zhu, Shengjun & Li, Deyu & He, Canfei, 2025. "Transcending the geographical stickiness of complex economic activities via strategic unrelated diversification," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 65-76.
    41. Dimitris Kallioras & Spyros Niavis, 2025. "Regional Inequalities: Knowledge Frontiers and Debates," Sustainable Regional Development Scientific Journal, Sustainable Regional Development Scientific Journal, vol. 0(1), pages 66-79, June.
    42. Zeynalov, Ayaz, 2025. "Distance to frontier: From imitation to innovation," Technological Forecasting and Social Change, Elsevier, vol. 217(C).

  7. Mewes, Lars & Broekel, Tom, 2022. "Technological complexity and economic growth of regions," Research Policy, Elsevier, vol. 51(8).
    See citations under working paper version above.
  8. Burcu Ozgun & Tom Broekel, 2022. "Assessing press releases as a data source for spatial research," REGION, European Regional Science Association, vol. 9, pages 25-44.

    Cited by:

    1. Sebastian Losacker & Hendrik Hansmeier & Jens Horbach & Ingo Liefner, 2023. "The geography of environmental innovation: a critical review and agenda for future research," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 43(2), pages 291-316, August.

  9. Sándor Juhász & Tom Broekel & Ron Boschma, 2021. "Explaining the dynamics of relatedness: The role of co‐location and complexity," Papers in Regional Science, Wiley Blackwell, vol. 100(1), pages 3-21, February.
    See citations under working paper version above.
  10. Tom Broekel & Luciana Lazzeretti & Francesco Capone & Robert Hassink, 2021. "Rethinking the role of local knowledge networks in territorial innovation models," Industry and Innovation, Taylor & Francis Journals, vol. 28(7), pages 805-814, August.

    Cited by:

    1. Gang Li & Qifeng Yuan & Xiao Liu & Wei Zhan & Shuya Yang, 2025. "Measuring Intra-Urban Innovation Space from the Unit-Network Perspective: A Case Study of Guangzhou," Land, MDPI, vol. 14(3), pages 1-22, February.
    2. Abbasiharofteh, Milad & Hermans, Frans, 2025. "Using archetypal analysis to derive a typology of knowledge networks in European bioclusters," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 59(1), pages 1-17.

  11. Ozgun, Burcu & Broekel, Tom, 2021. "The geography of innovation and technology news - An empirical study of the German news media," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    See citations under working paper version above.
  12. Jason Deegan & Tom Broekel & Rune Dahl Fitjar, 2021. "Searching through the Haystack:The Relatedness and Complexity of Priorities in Smart Specialization Strategies," Economic Geography, Taylor & Francis Journals, vol. 97(5), pages 497-520, October.
    See citations under working paper version above.
  13. Milad Abbasiharofteh & Tom Broekel, 2021. "Still in the shadow of the wall? The case of the Berlin biotechnology cluster," Environment and Planning A, , vol. 53(1), pages 73-94, February.
    See citations under working paper version above.
  14. Lars Mewes & Tom Broekel, 2020. "Subsidized to change? The impact of R&D policy on regional technological diversification," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(1), pages 221-252, August.
    See citations under working paper version above.
  15. Graf, Holger & Broekel, Tom, 2020. "A shot in the dark? Policy influence on cluster networks," Research Policy, Elsevier, vol. 49(3).
    See citations under working paper version above.
  16. Johannes Bloh & Tom Broekel & Burcu Özgun & Rolf Sternberg, 2020. "New(s) data for entrepreneurship research? An innovative approach to use Big Data on media coverage," Small Business Economics, Springer, vol. 55(3), pages 673-694, October.
    See citations under working paper version above.
  17. Marcel Bednarz & Tom Broekel, 2020. "Pulled or pushed? The spatial diffusion of wind energy between local demand and supply," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(4), pages 893-916.
    See citations under working paper version above.
  18. Tom Broekel, 2019. "Using structural diversity to measure the complexity of technologies," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-23, May.
    See citations under working paper version above.
  19. Marcel Bednarz & Tom Broekel, 2019. "The relationship of policy induced R&D networks and inter-regional knowledge diffusion," Journal of Evolutionary Economics, Springer, vol. 29(5), pages 1459-1481, November.
    See citations under working paper version above.
  20. Tom Broekel & Marcel Bednarz, 2018. "Disentangling link formation and dissolution in spatial networks: An Application of a Two-Mode STERGM to a Project-Based R&D Network in the German Biotechnology Industry," Networks and Spatial Economics, Springer, vol. 18(3), pages 677-704, September.
    See citations under working paper version above.
  21. Tom Broekel & Wladimir Mueller, 2018. "Critical links in knowledge networks – What about proximities and gatekeeper organisations?," Industry and Innovation, Taylor & Francis Journals, vol. 25(10), pages 919-939, November.
    See citations under working paper version above.
  22. Tom Broekel & Nicky Rogge & Thomas Brenner, 2018. "The innovation efficiency of German regions – a shared-input DEA approach," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 38(1), pages 77-109, February.
    See citations under working paper version above.
  23. Mewes Lars & Broekel Tom, 2017. "Unrelated und Related Variety im Kontext öffentlicher F&E: empirische Evidenz aus deutschen Arbeitsmarktregionen," ZFW – Advances in Economic Geography, De Gruyter, vol. 61(1), pages 23-37, May.

    Cited by:

    1. Brökel, Tom & Mewes, Lars, 2020. "Der Beitrag von Hochschulen zur Einbindung von Regionen in politisch induzierte Wissensnetzwerke," Forschungsberichte der ARL: Aufsätze, in: Postlep, Rolf-Dieter & Blume, Lorenz & Hülz, Martina (ed.), Hochschulen und ihr Beitrag für eine nachhaltige Regionalentwicklung, volume 11, pages 233-259, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.

  24. Max-Peter Menzel & Maryann P. Feldman & Tom Broekel, 2017. "Institutional change and network evolution: explorative and exploitative tie formations of co-inventors during the dot-com bubble in the Research Triangle region," Regional Studies, Taylor & Francis Journals, vol. 51(8), pages 1179-1191, August.
    See citations under working paper version above.
  25. Tom Broekel & Matthias Brachert & Matthias Duschl & Thomas Brenner, 2017. "Joint R&D Subsidies, Related Variety, and Regional Innovation," International Regional Science Review, , vol. 40(3), pages 297-326, May.
    See citations under working paper version above.
  26. Christoph Roesler & Tom Broekel, 2017. "The role of universities in a network of subsidized R&D collaboration: The case of the biotechnology-industry in Germany," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 37(2), pages 135-160, October.

    Cited by:

    1. Milad Abbasiharofteh & Tom Broekel, 2021. "Still in the shadow of the wall? The case of the Berlin biotechnology cluster," Environment and Planning A, , vol. 53(1), pages 73-94, February.
    2. Kleine, Marco & Heite, Jonas & Huber, Laura Rosendahl, 2022. "Subsidized R&D collaboration: The causal effect of innovation vouchers on innovation outcomes," Research Policy, Elsevier, vol. 51(6).
    3. Brökel, Tom & Mewes, Lars, 2020. "Der Beitrag von Hochschulen zur Einbindung von Regionen in politisch induzierte Wissensnetzwerke," Forschungsberichte der ARL: Aufsätze, in: Postlep, Rolf-Dieter & Blume, Lorenz & Hülz, Martina (ed.), Hochschulen und ihr Beitrag für eine nachhaltige Regionalentwicklung, volume 11, pages 233-259, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.
    4. Christian Longhi, 2017. "Cluster Dynamics: Learning from Competitiveness Cluster Policy. The Case of 'Secure Communicating Solutions' in the French Provence-Alpes-Côte d'Azur Region," GREDEG Working Papers 2017-42, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    5. Thomas Brenner & Daniel Schiller, 2019. "Regional Interaction and Effects of Universities: Introduction to the Special Issue," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 39(2), pages 113-117, October.
    6. Mauleon, Ana & Sempere-Monerris, Jose J. & Vannetelbosch, Vincent, 2023. "R&D network formation with myopic and farsighted firms," LIDAM Reprints CORE 3222, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    7. William Arant & Dirk Fornahl & Nils Grashof & Kolja Hesse & Cathrin Söllner, 2019. "University-industry collaborations—The key to radical innovations? [Universität-Industrie-Kooperationen – Der Schlüssel zu radikalen Innovationen?]," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 39(2), pages 119-141, October.
    8. Frans Hermans, 2021. "The contribution of statistical network models to the study of clusters and their evolution," Papers in Regional Science, Wiley Blackwell, vol. 100(2), pages 379-403, April.
    9. Mariane Santos Françoso¹ & Nicholas S. Vonortas, 2023. "Gatekeepers in regional innovation networks: Evidence from an emerging economy," The Journal of Technology Transfer, Springer, vol. 48(3), pages 821-841, June.
    10. Lea F. Stöber & Marius Boesino & Andreas Pyka & Franziska Schuenemann, 2023. "Bioeconomy Innovation Networks in Urban Regions: The Case of Stuttgart," Land, MDPI, vol. 12(4), pages 1-22, April.
    11. Jiaofeng Pan & Jianxin Guo, 2022. "Innovative Collaboration and Acceleration: an Integrated Framework Based on Knowledge Transfer and Triple Helix," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(4), pages 3223-3247, December.
    12. Mariia Shkolnykova, 2021. "Who shapes plant biotechnology in Germany? Joint analysis of the evolution of co-authors’ and co-inventors’ networks," Review of Evolutionary Political Economy, Springer, vol. 2(1), pages 27-54, April.
    13. Anna‐Maria Kindt & Matthias Geissler & Kilian Bühling, 2022. "Be my (little) partner?!—Universities' role in regional innovation systems when large firms are rare," Journal of Regional Science, Wiley Blackwell, vol. 62(5), pages 1274-1295, November.
    14. Mathias Heidinger & Fabian Wenner & Sebastian Sager & Paul Sussmann & Alain Thierstein, 2023. "Where do knowledge-intensive firms locate in Germany?—An explanatory framework using exponential random graph modeling [Welche Standorte wählen wissensintensive Unternehmen in Deutschland? – Ein Er," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 43(1), pages 101-124, April.
    15. Nils Grashof, 2020. "Spill over or Spill out? - A multilevel analysis of the cluster and firm performance relationship," Papers in Evolutionary Economic Geography (PEEG) 2013, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2020.
    16. Hesse, Kolja, 2020. "Unlocking the radical potential of German innovators How can R&D policy foster radical innovation?," Papers in Innovation Studies 2020/5, Lund University, CIRCLE - Centre for Innovation Research.
    17. Vega-Gonzalez Luis Roberto, 2021. "The Patenting Dilemma in Mexican Public Universities: the Case of ICAT-UNAM," Business and Economic Research, Macrothink Institute, vol. 11(1), pages 59-81, March.
    18. Song, Yang & Sahut, Jean-Michel & Zhang, Zhiyuan & Tian, Yifan & Hikkerova, Lubica, 2022. "The effects of government subsidies on the sustainable innovation of university-industry collaboration," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    19. Liu, Xielin & Ji, Xiaohui & Ge, Shuang, 2024. "Does the complexity and embeddedness of knowledge recombination contribute to economic development? —— Observations from prefecture cities in China," Research Policy, Elsevier, vol. 53(2).
    20. Grashof, Nils, 2020. "Putting the watering can away Towards a targeted (problem-oriented) cluster policy framework," Papers in Innovation Studies 2020/4, Lund University, CIRCLE - Centre for Innovation Research.

  27. Jérôme Stuck & Tom Broekel & Javier Revilla Diez, 2016. "Network Structures in Regional Innovation Systems," European Planning Studies, Taylor & Francis Journals, vol. 24(3), pages 423-442, March.
    See citations under working paper version above.
  28. Tom Broekel & Matthias Brachert, 2015. "The structure and evolution of inter-sectoral technological complementarity in R&D in Germany from 1990 to 2011," Journal of Evolutionary Economics, Springer, vol. 25(4), pages 755-785, September.
    See citations under working paper version above.
  29. Broekel, Tom & Alfken, Christoph, 2015. "Gone with the wind? The impact of wind turbines on tourism demand," Energy Policy, Elsevier, vol. 86(C), pages 506-519.
    See citations under working paper version above.
  30. Tom Broekel, 2015. "Do Cooperative Research and Development (R&D) Subsidies Stimulate Regional Innovation Efficiency? Evidence from Germany," Regional Studies, Taylor & Francis Journals, vol. 49(7), pages 1087-1110, July.

    Cited by:

    1. Du, Qunyang & Li, Zhongyuan & Du, Min & Yang, Tianle, 2024. "Government venture capital and innovation performance in alternative energy production: The moderating role of environmental regulation and capital market activity," Energy Economics, Elsevier, vol. 129(C).
    2. Montserrat Manzaneque & Alfonso A. Rojo-Ramírez & Julio Diéguez-Soto & Maria J. Martínez-Romero, 2020. "How negative aspiration performance gaps affect innovation efficiency," Small Business Economics, Springer, vol. 54(1), pages 209-233, January.
    3. Breul Moritz & Broekel Tom & Brachert Matthias, 2015. "Die Treiber der räumlichen Emergenz und Konzentration der Photovoltaik- Industrie in Deutschland," ZFW – Advances in Economic Geography, De Gruyter, vol. 59(3), pages 133-150, December.
    4. Chen, Kaihua & Kou, Mingting & Fu, Xiaolan, 2018. "Evaluation of multi-period regional R&D efficiency: An application of dynamic DEA to China's regional R&D systems," Omega, Elsevier, vol. 74(C), pages 103-114.
    5. Wolf-Hendrik Uhlbach & Pierre-Alexandre Balland & Thomas Scherngell, 2017. "R&D Policy and Technological Trajectories of Regions: Evidence from the EU Framework Programmes," Papers in Evolutionary Economic Geography (PEEG) 1722, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    6. Brökel, Tom & Mewes, Lars, 2020. "Der Beitrag von Hochschulen zur Einbindung von Regionen in politisch induzierte Wissensnetzwerke," Forschungsberichte der ARL: Aufsätze, in: Postlep, Rolf-Dieter & Blume, Lorenz & Hülz, Martina (ed.), Hochschulen und ihr Beitrag für eine nachhaltige Regionalentwicklung, volume 11, pages 233-259, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.
    7. Christian Longhi, 2017. "Cluster Dynamics: Learning from Competitiveness Cluster Policy. The Case of 'Secure Communicating Solutions' in the French Provence-Alpes-Côte d'Azur Region," GREDEG Working Papers 2017-42, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    8. Marcel Bednarz & Tom Broekel, 2019. "The relationship of policy induced R&D networks and inter-regional knowledge diffusion," Papers in Evolutionary Economic Geography (PEEG) 1908, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2019.
    9. Hongxia Zhang & Zixuan Sun & Ehsan Elahi & Yuge Zhang, 2021. "Internet Development, Level of Industrial Synergy, and Urban Innovation," Sustainability, MDPI, vol. 13(22), pages 1-12, November.
    10. Pierre-Alexandre Balland & Ron Boschma & Julien Ravet, 2019. "Network dynamics in collaborative research in the EU, 2003-2017," Papers in Evolutionary Economic Geography (PEEG) 1911, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2019.
    11. Erkan Erdil & İbrahim Semih Akçomak & Umut Yılmaz Çetinkaya, 2022. "Is There Knowledge Convergence Among European Regions? Evidence from the European Union Framework Programmes," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(2), pages 1243-1267, June.
    12. Tom Broekel & Nicky Rogge & Thomas Brenner, 2013. "The innovation efficiency of German regions - a shared-input DEA approach," Working Papers on Innovation and Space 2013-08, Philipps University Marburg, Department of Geography.
    13. Lars Mewes & Tom Broekel, 2020. "Subsidized to change? The impact of R&D policy on regional technological diversification," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(1), pages 221-252, August.
    14. Manuel Guisado-González & Jennifer González-Blanco & José Luís Coca-Pérez & Manuel Guisado-Tato, 2018. "Assessing the relationship between R&D subsidy, R&D cooperation and absorptive capacity: an investigation on the manufacturing Spanish case," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1647-1666, December.
    15. Mitze, Timo & Strotebeck, Falk, 2019. "Determining factors of interregional research collaboration in Germany's biotech network: Capacity, proximity, policy?," Technovation, Elsevier, vol. 80, pages 40-53.
    16. Gergő Tóth & Sándor Juhász & Zoltán Elekes & Balázs Lengyel, 2021. "Repeated collaboration of inventors across European regions," European Planning Studies, Taylor & Francis Journals, vol. 29(12), pages 2252-2272, December.
    17. Boxu Yang & Xielin Liu & Yuchen Gao & Langmei Zhu, 2023. "A research on the effectiveness of innovation policy for regional innovation under Chinese long-range plan," Science and Public Policy, Oxford University Press, vol. 50(3), pages 491-508.
    18. Nina Bočková & Tomáš Meluzín, 2016. "R&D investments as Possible Factors of Company's Competitiveness," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 64(6), pages 1857-1867.
    19. Liu, Yu & Wang, Hong & Pang, Bo & Zhao, Shiyong, 2024. "Capital investment, digital economy and innovation of high-tech industries," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    20. Cristian Barra & Nazzareno Ruggiero, 2022. "How do dimensions of institutional quality improve Italian regional innovation system efficiency? The Knowledge production function using SFA," Journal of Evolutionary Economics, Springer, vol. 32(2), pages 591-642, April.
    21. Ji?í Blažek & David Marek & Viktor Kv?to?, 2016. "The Variety of Related Variety Studies: Opening the Black Box of Technological Relatedness via Analysis of Inter-firm R&D Cooperative Projects," Papers in Evolutionary Economic Geography (PEEG) 1611, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2016.
    22. Anna‐Maria Kindt & Matthias Geissler & Kilian Bühling, 2022. "Be my (little) partner?!—Universities' role in regional innovation systems when large firms are rare," Journal of Regional Science, Wiley Blackwell, vol. 62(5), pages 1274-1295, November.
    23. Zhang, Liangliang & Huang, Shoujun, 2022. "Social capital and regional innovation efficiency: The moderating effect of governance quality," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 343-359.
    24. Gao, Yanyan & Zheng, Jianghuai, 2020. "The impact of high-speed rail on innovation: An empirical test of the companion innovation hypothesis of transportation improvement with China’s manufacturing firms," World Development, Elsevier, vol. 127(C).
    25. Qian Lu & Chao Hua & Jianjun Miao, 2022. "The Impact of Factor Market Distortion on the Efficiency of Technological Innovation: A Spatial Analysis," Sustainability, MDPI, vol. 14(19), pages 1-15, September.
    26. Mitze, Timo & Strotebeck, Falk, 2017. "Modeling interregional research collaborations in German biotechnology using industry directory data: A quantitative social network analysis," MPRA Paper 83392, University Library of Munich, Germany.
    27. Zhao‐hui Chong & Jia Liu, 2023. "The evolutionary patterns of intercity co‐invention networks in the Greater Pearl River Delta, China: A comparative analysis based on the technological intensity of industry," Growth and Change, Wiley Blackwell, vol. 54(1), pages 260-283, March.
    28. Mingting Kou & Yi Zhang & Yu Zhang & Kaihua Chen & Jiancheng Guan & Senmao Xia, 2020. "Does gender structure influence R&D efficiency? A regional perspective," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(1), pages 477-501, January.
    29. Patricia Peñalosa & Carolina Castaldi, 2024. "Horizon Europe: a green window of opportunity for european peripheral regions?," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 44(3), pages 251-285, September.
    30. Rojas, Mariana Giovanna Andrade & Solis, Edgar Rogelio Ramirez & Zhu, John JianJun, 2018. "Innovation and network multiplexity: R&D and the concurrent effects of two collaboration networks in an emerging economy," Research Policy, Elsevier, vol. 47(6), pages 1111-1124.
    31. Muwu Li & Yabin Zhang & Zhenguo Wang, 2023. "Will the Tax Reduction and Exemption Policy for High Technology Enterprises Improve the GVC Position of Chinese Firms?," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    32. Hyoung Sun Yoo & Chul Lee & Seung-Pyo Jun, 2018. "The Characteristics of SMEs Preferring Cooperative Research and Development Support from the Government: The Case of Korea," Sustainability, MDPI, vol. 10(9), pages 1-18, August.
    33. Min, Sujin & Kim, Juseong & Sawng, Yeong-Wha, 2020. "The effect of innovation network size and public R&D investment on regional innovation efficiency," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    34. Bilicz Dávid, 2023. "Changes in the core-Periphery Structure of the Framework Programme’s Regional Network," Economic and Regional Studies / Studia Ekonomiczne i Regionalne, Sciendo, vol. 16(4), pages 489-504, December.
    35. Baocheng He & Jiawei Wang & Jiaoyang Wang & Kun Wang, 2018. "The Impact of Government Competition on Regional R&D Efficiency: Does Legal Environment Matter in China’s Innovation System?," Sustainability, MDPI, vol. 10(12), pages 1-18, November.
    36. Raquel Ortega-Argilés & Pei-Yu Yuan, 2024. "Do UK Research and Collaborations in R&I Promote Economic Prosperity and Levelling-up? An analysis of UKRI funding between 2004-2021," Working Papers 046, The Productivity Institute.
    37. Cristian Barra & Nazzareno Ruggiero, 2022. "On the impact of knowledge and institutional spillovers on RIS efficiency. Evidence from Italian regional level," Growth and Change, Wiley Blackwell, vol. 53(2), pages 702-752, June.
    38. Chung, Doohee & Jung, Haejun & Lee, Yunjeong, 2022. "Investigating the relationship of high-tech entrepreneurship and innovation efficacy: The moderating role of absorptive capacity," Technovation, Elsevier, vol. 111(C).

  31. Breul Moritz & Broekel Tom & Brachert Matthias, 2015. "Die Treiber der räumlichen Emergenz und Konzentration der Photovoltaik- Industrie in Deutschland," ZFW – Advances in Economic Geography, De Gruyter, vol. 59(3), pages 133-150, December.
    See citations under working paper version above.
  32. Tom Broekel, 2015. "The Co-evolution of Proximities - A Network Level Study," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 921-935, June.
    See citations under working paper version above.
  33. Christoph Alfken & Tom Broekel & Rolf Sternberg, 2015. "Factors Explaining the Spatial Agglomeration of the Creative Class: Empirical Evidence for German Artists," European Planning Studies, Taylor & Francis Journals, vol. 23(12), pages 2438-2463, December.
    See citations under working paper version above.
  34. Broekel, Tom & Fornahl, Dirk & Morrison, Andrea, 2015. "Another cluster premium: Innovation subsidies and R&D collaboration networks," Research Policy, Elsevier, vol. 44(8), pages 1431-1444.
    See citations under working paper version above.
  35. Tom Broekel & Thomas Brenner & Matthias Buerger, 2015. "An Investigation of the Relation between Cooperation Intensity and the Innovative Success of German Regions," Spatial Economic Analysis, Taylor & Francis Journals, vol. 10(1), pages 52-78, March.

    Cited by:

    1. Iris Wanzenböck & Philipp Piribauer, 2018. "R&D networks and regional knowledge production in Europe: Evidence from a space‐time model," Papers in Regional Science, Wiley Blackwell, vol. 97(S1), pages 1-24, March.
    2. D'Ambrosio, Anna & Montresor, Sandro & Parrilli, Mario Davide & Quatraro, Francesco, 2017. "Migration, communities-on-the-move and international innovation networks: An empirical analysis of Spanish regions," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201701, University of Turin.
    3. Timo Mitze & Björn Alecke & Janina Reinkowski & Gerhard Untiedt, 2015. "Linking collaborative R&D strategies with the research and innovation performance of SMEs in peripheral regions: Do spatial and organizational choices make a difference?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 55(2), pages 555-596, December.
    4. Marcel Bednarz & Tom Broekel, 2019. "The relationship of policy induced R&D networks and inter-regional knowledge diffusion," Papers in Evolutionary Economic Geography (PEEG) 1908, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2019.
    5. Lars Mewes & Tom Broekel, 2020. "Subsidized to change? The impact of R&D policy on regional technological diversification," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(1), pages 221-252, August.
    6. Zafer Sonmez, 2018. "Interregional inventor collaboration and the commercial value of patented inventions: evidence from the US biotechnology industry," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(2), pages 399-438, September.
    7. Inácio Fernandes de Araújo & Eduardo Gonçalves & Juliana Gonçalves Taveira, 2019. "The Role of Patent Co-inventorship Networks in Regional Inventive Performance," International Regional Science Review, , vol. 42(3-4), pages 235-280, May.
    8. Xionghe Qin, 2022. "The Impact of Interregional Collaboration on Multistage R&D Productivity and Their Interregional Gaps in Chinese Provinces," Mathematics, MDPI, vol. 10(8), pages 1-17, April.
    9. Timmermans, Bram & Fitjar, Rune Dahl, 2015. "Skill Relatedness in Norway by Bram Timmermans and Rune Dahl Fitjar," UiS Working Papers in Economics and Finance 2015/20, University of Stavanger.
    10. Artur Santoalha, 2019. "Technological Diversification and Smart Specialization: the role of cooperation," Working Papers on Innovation Studies 20190109, Centre for Technology, Innovation and Culture, University of Oslo.
    11. P. Elhorst & M. Abreu & P. Amaral & A. Bhattacharjee & L. Corrado & B. Fingleton & F. Fuerst & H. Garretsen & D. Igliori & J. Le Gallo & P. McCann & V. Monastiriotis & G. Pryce & J. Yu, 2016. "Raising the bar (2)," Spatial Economic Analysis, Taylor & Francis Journals, vol. 11(2), pages 123-127, June.
    12. Belitski, Maksmi & Mariani, Marcello, 2023. "The effect of knowledge collaboration on business model reconfiguration," European Management Journal, Elsevier, vol. 41(2), pages 223-235.
    13. Irina Ervits & Malgorzata Zmuda, 2018. "A cross-country comparison of the effects of institutions on internationally oriented innovation," Journal of International Entrepreneurship, Springer, vol. 16(4), pages 486-503, December.

  36. Tom Broekel & Pierre-Alexandre Balland & Martijn Burger & Frank Oort, 2014. "Modeling knowledge networks in economic geography: a discussion of four methods," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 423-452, September.

    Cited by:

    1. Julia Bachtrögler-Unger & Pierre-Alexandre Balland & Ron Boschma & Thomas Schwab, 2023. "Technological Capabilities and the Twin Transition in Europe. Opportunities for Regional Collaboration and Economic Cohesion," WIFO Studies, WIFO, number 70743, October.
    2. Robert Huggins & Daniel Prokop & Piers Thompson, 2020. "Universities and open innovation: the determinants of network centrality," The Journal of Technology Transfer, Springer, vol. 45(3), pages 718-757, June.
    3. László Lőrincz & Sándor Juhász & Rebeka O. Szabó, 2022. "Business transactions and ownership ties between firms," CERS-IE WORKING PAPERS 2216, Institute of Economics, Centre for Economic and Regional Studies.
    4. Sándor Juhasz & Tom Broekel & Ron Boschma, 2020. "Explaining the dynamics of relatedness: the role of co-location and complexity," Papers in Evolutionary Economic Geography (PEEG) 2032, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2020.
    5. Marcel Bednarz & Tom Broekel, 2019. "The relationship of policy induced R&D networks and inter-regional knowledge diffusion," Papers in Evolutionary Economic Geography (PEEG) 1908, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2019.
    6. İbrahim Semih & Umut Yılmaz & Erkan Erdil & Müge Özman, 2023. "What drives network evolution? Comparing R&D project and patent networks in the EU," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 32(5), pages 1109-1134.
    7. Luqi Li & Ben Derudder & Wei Shen & Xiang Kong, 2022. "Exploring the dynamics of the disaggregated intercity corporate network in the Yangtze River Delta, China: a relational event approach," Journal of Geographical Systems, Springer, vol. 24(1), pages 115-140, January.
    8. Mundt, Philipp, 2021. "The formation of input–output architecture: Evidence from the European Union," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 89-104.
    9. Janssen, Matthijs J. & Abbasiharofteh, Milad, 2022. "Boundary spanning R&D collaboration: Key enabling technologies and missions as alleviators of proximity effects?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 180.
    10. Amitabh Anand & Louise Brøns Kringelum & Charlotte Øland Madsen & Louisa Selivanovskikh, 2020. "Interorganizational learning: a bibliometric review and research agenda," Post-Print hal-02870017, HAL.
    11. Sun, Yutao & Grimes, Seamus, 2017. "The actors and relations in evolving networks: The determinants of inter-regional technology transaction in China," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 125-136.
    12. Tom Broekel & Marcel Bednarz, 2018. "Disentangling link formation and dissolution in spatial networks: An application of a two-mode STERGM to a project-based R&D network in the German Biotechnology industry," Papers in Evolutionary Economic Geography (PEEG) 1837, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2018.
    13. Xiao, Renrong & Zhao, Pengjun & Huang, Kangzheng & Ma, Tianyu & He, Zhangyuan & Zhang, Caixia & Lyu, Di, 2025. "Liquefied natural gas trade network changes and its mechanism in the context of the Russia–Ukraine conflict," Journal of Transport Geography, Elsevier, vol. 123(C).
    14. Kabirigi, Michel & Abbasiharofteh, Milad & Sun, Zhanli & Hermans, Frans, 2022. "The importance of proximity dimensions in agricultural knowledge and innovation systems: The case of banana disease management in Rwanda," Agricultural Systems, Elsevier, vol. 202(C).
    15. Gergo Toth & Zoltan Elekes & Adam Whittle & Changjun Lee & Dieter F. Kogler, 2020. "Technology network structure conditions the economic resilience of regions," Papers in Evolutionary Economic Geography (PEEG) 2048, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2020.
    16. Gergő Tóth & Sándor Juhász & Zoltán Elekes & Balázs Lengyel, 2021. "Repeated collaboration of inventors across European regions," European Planning Studies, Taylor & Francis Journals, vol. 29(12), pages 2252-2272, December.
    17. Frans Hermans, 2021. "The contribution of statistical network models to the study of clusters and their evolution," Papers in Regional Science, Wiley Blackwell, vol. 100(2), pages 379-403, April.
    18. Lianyue Feng & Helian Xu & Gang Wu & Wenting Zhang, 2021. "Service trade network structure and its determinants in the Belt and Road based on the temporal exponential random graph model," Pacific Economic Review, Wiley Blackwell, vol. 26(5), pages 617-650, December.
    19. Abbasiharofteh, Milad, 2020. "Endogenous effects and cluster transition: a conceptual framework for cluster policy," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 28(12), pages 2508-2531.
    20. Jinping Lin & Kangmin Wu, 2023. "Intercity asymmetrical linkages influenced by Spring Festival migration and its multivariate distance determinants: a case study of the Yangtze River Delta Region in China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
    21. Mao, Yumeng & Li, Xuemei & Jiao, Dehan & Zhao, Xiaolei, 2024. "Characterizing the spatial correlation network structure and impact mechanism of carbon emission efficiency: Evidence from China's transportation sector," Energy, Elsevier, vol. 313(C).
    22. Per Block & Christoph Stadtfeld & Tom A. B. Snijders, 2019. "Forms of Dependence: Comparing SAOMs and ERGMs From Basic Principles," Sociological Methods & Research, , vol. 48(1), pages 202-239, February.
    23. Nowińska, Agnieszka & Schramm, Hans-Joachim, 2021. "Uncertainty, status-based homophily, versatility, repeat exchange and social exchange in the container shipping industry," Journal of Business Research, Elsevier, vol. 128(C), pages 524-536.
    24. José M. Gaspar, 2018. "A prospective review on New Economic Geography," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(2), pages 237-272, September.
    25. Valentina Meliciani & Daniela Cagno & Andrea Fabrizi & Marco Marini, 2022. "Knowledge networks in joint research projects, innovation and economic growth across European regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 68(3), pages 549-586, June.
    26. Anna‐Maria Kindt & Matthias Geissler & Kilian Bühling, 2022. "Be my (little) partner?!—Universities' role in regional innovation systems when large firms are rare," Journal of Regional Science, Wiley Blackwell, vol. 62(5), pages 1274-1295, November.
    27. Janssen, Matthijs J. & Abbasiharofteh, Milad, 2022. "Boundary spanning R&D collaboration: Key enabling technologies and missions as alleviators of proximity effects?," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    28. Sjoerd Hardeman & Koen Frenken & Önder Nomaler & Anne L. J. Ter Wal, 2015. "Characterizing and comparing innovation systems by different ‘modes’ of knowledge production: A proximity approach," Science and Public Policy, Oxford University Press, vol. 42(4), pages 530-548.
    29. Ben Derudder, 2021. "Network Analysis of ‘Urban Systems’: Potential, Challenges, and Pitfalls," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 112(4), pages 404-420, September.
    30. Changwei Yuan & Jinrui Zhu & Shuai Zhang & Jiannan Zhao & Shibo Zhu, 2024. "Analysis of the Spatial Correlation Network and Driving Mechanism of China’s Transportation Carbon Emission Intensity," Sustainability, MDPI, vol. 16(7), pages 1-23, April.
    31. Mathias Heidinger & Fabian Wenner & Sebastian Sager & Paul Sussmann & Alain Thierstein, 2023. "Where do knowledge-intensive firms locate in Germany?—An explanatory framework using exponential random graph modeling [Welche Standorte wählen wissensintensive Unternehmen in Deutschland? – Ein Er," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 43(1), pages 101-124, April.
    32. Sándor Juhász, 2021. "Spinoffs and tie formation in cluster knowledge networks," Small Business Economics, Springer, vol. 56(4), pages 1385-1404, April.
    33. Tobias Scholl & Antonios Garas & Frank Schweitzer, 2018. "The spatial component of R&D networks," Journal of Evolutionary Economics, Springer, vol. 28(2), pages 417-436, April.
    34. Ilwon Seo, 2019. "Regions’ Technology Brokerage Patterns and Dynamics for Regional Development," Sustainability, MDPI, vol. 11(9), pages 1-15, May.
    35. Weidenfeld, Adi & Clifton, Nick, 2025. "Investigating the systemic nature of knowledge networks of regions," Technological Forecasting and Social Change, Elsevier, vol. 215(C).
    36. Sándor Juhász & Balázs Lengyel, 2016. "Tie creation versus tie persistence in cluster knowledge networks," Papers in Evolutionary Economic Geography (PEEG) 1613, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2016.
    37. Holger Graf, 2017. "Regional Innovator Networks - A Review and an Application with R," Jena Economics Research Papers 2017-016, Friedrich-Schiller-University Jena.
    38. Max-Peter Menzel & Maryann P. Feldman & Tom Broekel, 2017. "Institutional change and network evolution: explorative and exploitative tie formations of co-inventors during the dot-com bubble in the Research Triangle region," Regional Studies, Taylor & Francis Journals, vol. 51(8), pages 1179-1191, August.
    39. Abbasiharofteh, Milad & Hermans, Frans, 2025. "Using archetypal analysis to derive a typology of knowledge networks in European bioclusters," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 59(1), pages 1-17.
    40. Yang, Guancan & Liu, Di & Chen, Ling & Lu, Kun, 2025. "Integrating persistence process into the analysis of technology convergence using STERGM," Journal of Informetrics, Elsevier, vol. 19(1).
    41. Wang, Xueying & Wang, Guangbin & Li, Yucong & Cao, Dongping, 2025. "Dynamics of the air transport network in China: A geographical and socioeconomic embeddedness perspective," Journal of Air Transport Management, Elsevier, vol. 125(C).
    42. Tobias Scholl & Antonios Garas & Frank Schweitzer, 2015. "The spatial component of R&D networks," Papers 1509.08291, arXiv.org.
    43. Stepan Zemtsov & Maxim Kotsemir, 2019. "An assessment of regional innovation system efficiency in Russia: the application of the DEA approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(2), pages 375-404, August.
    44. Qiaowen Zhang & Benjamin Batinge, 2021. "A social network analysis of the structure and evolution of intra‐African trade," African Development Review, African Development Bank, vol. 33(1), pages 204-217, March.
    45. Justus Uitermark & Michiel van Meeteren, 2021. "Geographical Network Analysis," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 112(4), pages 337-350, September.
    46. Losacker, Sebastian, 2022. "‘License to green’: Regional patent licensing networks and green technology diffusion in China," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    47. Norgaard, Julia R. & Walbert, Harold J. & Hardy, R. August, 2018. "Shadow markets and hierarchies: comparing and modeling networks in the Dark Net," Journal of Institutional Economics, Cambridge University Press, vol. 14(5), pages 877-899, October.
    48. Christoph Roesler & Tom Broekel, 2017. "The role of universities in a network of subsidized R&D collaboration: The case of the biotechnology-industry in Germany," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 37(2), pages 135-160, October.
    49. Elekes, Zoltán & Juhász, Sándor & Gyurkovics, János, 2016. "A tudáshálózatok időbeli változásának vizsgálati lehetőségei [A new perspective for examining change in knowledge networks over time]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(12), pages 1375-1388.
    50. Glückler Johannes & Panitz Robert & Hammer Ingmar, 2020. "SONA: A relational methodology to identify structure in networks," ZFW – Advances in Economic Geography, De Gruyter, vol. 64(3), pages 121-133, November.

  37. Tom Broekel & Matt� Hartog, 2013. "Explaining the Structure of Inter-Organizational Networks using Exponential Random Graph Models," Industry and Innovation, Taylor & Francis Journals, vol. 20(3), pages 277-295, April.

    Cited by:

    1. Robert Huggins & Daniel Prokop & Piers Thompson, 2020. "Universities and open innovation: the determinants of network centrality," The Journal of Technology Transfer, Springer, vol. 45(3), pages 718-757, June.
    2. Horváth, Márton & Hau-Horváth, Orsolya, 2014. "A földrajzi közelség szerepe az innovációs együttműködésekben - illúzió vagy valós tényező?. Szakirodalmi áttekintés [The role of geographical proximity in efforts to cooperate on innovation - illu," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(12), pages 1419-1446.
    3. Johannes Pol, 2019. "Introduction to Network Modeling Using Exponential Random Graph Models (ERGM): Theory and an Application Using R-Project," Computational Economics, Springer;Society for Computational Economics, vol. 54(3), pages 845-875, October.
    4. Martina Neuländtner & Thomas Scherngell, 2020. "Geographical or relational: What drives technology-specific R&D collaboration networks?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(3), pages 743-773, December.
    5. Mario A. Maggioni & Teodora Erika Uberti & Mario Nosvelli, 2017. "The "Political" Geography of Research Networks," International Regional Science Review, , vol. 40(4), pages 337-376, July.
    6. Daniel Gama e Colombo & Renato de Castro Garcia, 2022. "The role of the academic relations of former graduate students in university-firm collaboration," The Journal of Technology Transfer, Springer, vol. 47(5), pages 1524-1548, October.
    7. Tom Broekel & Pierre-Alexandre Balland & Martijn Burger & Frank van Oort, 2013. "Modeling Knowledge Networks in Economic Geography: A Discussion of Four Empirical Strategies," Papers in Evolutionary Economic Geography (PEEG) 1325, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2013.
    8. Frans Hermans, 2021. "The contribution of statistical network models to the study of clusters and their evolution," Papers in Regional Science, Wiley Blackwell, vol. 100(2), pages 379-403, April.
    9. Arrieta-Paredes, Mary-Paz & Cronin, Bruce, 2017. "Exponential random graph models for management research: A case study of executive recruitment," European Management Journal, Elsevier, vol. 35(3), pages 373-382.
    10. Johannes van Der Pol, 2017. "Introduction to network modeling using Exponential Random Graph models (ERGM)," Working Papers hal-01284994, HAL.
    11. Ron Boschma & Pierre-Alexandre Balland & Mathijs de Vaan, 2014. "The formation of economic networks: a proximity approach," Chapters, in: André Torre & Frédéric Wallet (ed.), Regional Development and Proximity Relations, chapter 7, pages 243-266, Edward Elgar Publishing.
    12. Tom Broekel & Matte Hartog, 2013. "Determinants of cross-regional R and D collaboration networks: an application of exponential random graph models," Working Papers on Innovation and Space 2013-04, Philipps University Marburg, Department of Geography.
    13. Dan He & Zhiqiong Zhang & Minglong Han & Yizhi Kang & Peng Gao, 2022. "Multi-dimensional boundary effects and regional economic integration: Evidence from the Yangtze River Economic Belt," International Regional Science Review, , vol. 45(4), pages 472-498, July.
    14. Robert Huggins & Daniel Prokop, 2017. "Network structure and regional innovation: A study of university–industry ties," Urban Studies, Urban Studies Journal Limited, vol. 54(4), pages 931-952, March.
    15. Sándor Juhász, 2021. "Spinoffs and tie formation in cluster knowledge networks," Small Business Economics, Springer, vol. 56(4), pages 1385-1404, April.
    16. Gökhan Önder & Cemil Ulukan, 2020. "Innovation and the network position of firms: the case of the Eskişehir–Bilecik–Kütahya ceramic cluster in Turkey," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 47(4), pages 589-612, December.
    17. Pierre-Alexandre Balland & José Antonio Belso-Martínez & Andrea Morrison, 2014. "The Dynamics of Technical and Business Networks in Industrial Clusters: Embeddedness, status or proximity?," Papers in Evolutionary Economic Geography (PEEG) 1412, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2014.
    18. Tom Broekel & Wladimir Mueller, 2018. "Critical links in knowledge networks – What about proximities and gatekeeper organisations?," Industry and Innovation, Taylor & Francis Journals, vol. 25(10), pages 919-939, November.
    19. Johannes VAN DER POL, 2016. "The modelling of networks using Exponential Random Graph Models: an introduction," Cahiers du GREThA (2007-2019) 2016-22, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
    20. Losacker, Sebastian, 2022. "‘License to green’: Regional patent licensing networks and green technology diffusion in China," Technological Forecasting and Social Change, Elsevier, vol. 175(C).

  38. Binder, Martin & Broekel, Tom, 2012. "The neglected dimension of well-being: Analyzing the development of “conversion efficiency” in Great Britain," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 41(1), pages 37-47.
    See citations under working paper version above.
  39. Tom Broekel & Holger Graf, 2012. "Public research intensity and the structure of German R&D networks: a comparison of 10 technologies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 21(4), pages 345-372, April.

    Cited by:

    1. Tom Broekel & Dirk Fornahl & Andrea Morrison, 2015. "Another cluster premium: Innovation subsidies and R&D collaboration networks," Papers in Evolutionary Economic Geography (PEEG) 1514, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2015.
    2. Joan Crespo & Raphaël Suire & Jérôme Vicente, 2013. "Network structural properties for cluster long run dynamics. Evidence from collaborative R&D networks in the European mobile phone industry," Economics Working Paper Archive (University of Rennes & University of Caen) 201336, Center for Research in Economics and Management (CREM), University of Rennes, University of Caen and CNRS.
    3. Florian Umlauf, 2014. "Network Determinants of a Collaborative Funding System: The Case of the German Innovation Policy," Papers on Economics and Evolution 2014-03, Philipps University Marburg, Department of Geography.
    4. Joan Crespo & Frédéric Amblard & Jérôme Vicente, 2015. "Simulating micro behaviours and structural properties of knowledge networks: toward a “one size fits one” cluster policy," Papers in Evolutionary Economic Geography (PEEG) 1503, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2015.
    5. Philipp Marek & Mirko Titze & Clemens Fuhrmeister & Ulrich Blum, 2017. "R&D collaborations and the role of proximity," Regional Studies, Taylor & Francis Journals, vol. 51(12), pages 1761-1773, December.
    6. Milad Abbasiharofteh & Tom Broekel, 2021. "Still in the shadow of the wall? The case of the Berlin biotechnology cluster," Environment and Planning A, , vol. 53(1), pages 73-94, February.
    7. Uwe Cantner & Holger Graf & Johannes Herrmann & Martin Kalthaus, 2014. "Inventor Networks in Renewable Energies: The Influence of the Policy Mix in Germany," Jena Economics Research Papers 2014-034, Friedrich-Schiller-University Jena, revised 28 Jan 2016.
    8. Abbasiharofteh, Milad & Kogler, Dieter F. & Lengyel, Balázs, 2023. "Atypical combinations of technologies in regional co-inventor networks," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 52(10), pages 1-1.
    9. Brökel, Tom & Mewes, Lars, 2020. "Der Beitrag von Hochschulen zur Einbindung von Regionen in politisch induzierte Wissensnetzwerke," Forschungsberichte der ARL: Aufsätze, in: Postlep, Rolf-Dieter & Blume, Lorenz & Hülz, Martina (ed.), Hochschulen und ihr Beitrag für eine nachhaltige Regionalentwicklung, volume 11, pages 233-259, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.
    10. Mewes Lars & Broekel Tom, 2017. "Unrelated und Related Variety im Kontext öffentlicher F&E: empirische Evidenz aus deutschen Arbeitsmarktregionen," ZFW – Advances in Economic Geography, De Gruyter, vol. 61(1), pages 23-37, May.
    11. Tom Broekel & Matthias Brachert & Matthias Duschl & Thomas Brenner, 2015. "Joint R and D subsidies, related variety, and regional innovation," Working Papers on Innovation and Space 2015-01, Philipps University Marburg, Department of Geography.
    12. Marcel Bednarz & Tom Broekel, 2019. "The relationship of policy induced R&D networks and inter-regional knowledge diffusion," Papers in Evolutionary Economic Geography (PEEG) 1908, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2019.
    13. İbrahim Semih & Umut Yılmaz & Erkan Erdil & Müge Özman, 2023. "What drives network evolution? Comparing R&D project and patent networks in the EU," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 32(5), pages 1109-1134.
    14. Martina Neuländtner & Thomas Scherngell, 2020. "Geographical or relational: What drives technology-specific R&D collaboration networks?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(3), pages 743-773, December.
    15. Lars Mewes & Tom Broekel, 2020. "Subsidized to change? The impact of R&D policy on regional technological diversification," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(1), pages 221-252, August.
    16. Manuel Guisado-González & Jennifer González-Blanco & José Luís Coca-Pérez & Manuel Guisado-Tato, 2018. "Assessing the relationship between R&D subsidy, R&D cooperation and absorptive capacity: an investigation on the manufacturing Spanish case," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1647-1666, December.
    17. Tom Broekel & Lars Mewes, 2017. "Analyzing the impact of R&D policy on regional diversification," Papers in Evolutionary Economic Geography (PEEG) 1726, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    18. Tom Broekel & Marcel Bednarz, 2018. "Disentangling link formation and dissolution in spatial networks: An application of a two-mode STERGM to a project-based R&D network in the German Biotechnology industry," Papers in Evolutionary Economic Geography (PEEG) 1837, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2018.
    19. Broekel, Tom & Brachert, Matthias & Duschl, Matthias & Brenner, Thomas, 2015. "Joint R&D subsidies, related variety, and regional innovation," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112808, Verein für Socialpolitik / German Economic Association.
    20. Tsouri, Maria & Hansen, Teis & Hanson, Jens & Steen, Markus, 2022. "Knowledge recombination for emerging technological innovations: The case of green shipping," Technovation, Elsevier, vol. 114(C).
    21. Manuel Guisado-González & Jennifer González-Blanco & José Luis Coca-Pérez, 2019. "Exploration, exploitation, and firm age in alliance portfolios," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 9(4), pages 387-406, December.
    22. William Arant & Dirk Fornahl & Nils Grashof & Kolja Hesse & Cathrin Söllner, 2019. "University-industry collaborations—The key to radical innovations? [Universität-Industrie-Kooperationen – Der Schlüssel zu radikalen Innovationen?]," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 39(2), pages 119-141, October.
    23. Brökel, Tom & Brachert, Matthias, 2014. "The Structure and Evolution of Intersectoral Technological Complementarity in R&D in Germany from 1990 to 2011," IWH Discussion Papers 13/2014, Halle Institute for Economic Research (IWH).
    24. Fritsch, Michael & Titze, Mirko & Piontek, Matthias, 2020. "Identifying cooperation for innovation―a comparison of data sources," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(6), pages 630-659.
    25. Tom Broekel & Antje Schimke & Thomas Brenner, 2011. "The effects of cooperative R and D subsidies and subsidized cooperation on employment growth," Working Papers on Innovation and Space 2011-04, Philipps University Marburg, Department of Geography.
    26. Lea F. Stöber & Marius Boesino & Andreas Pyka & Franziska Schuenemann, 2023. "Bioeconomy Innovation Networks in Urban Regions: The Case of Stuttgart," Land, MDPI, vol. 12(4), pages 1-22, April.
    27. Holger Graf & Matthias Menter, 2020. "Public research and the quality of inventions: the role and impact of entrepreneurial universities and regional network embeddedness," Jena Economics Research Papers 2020-011, Friedrich-Schiller-University Jena.
    28. Michael Fritsch & Mirko Titze & Matthias Piontek, 2018. "Knowledge Interactions in Regional Innovation Networks: Comparing Data Sources," Jena Economics Research Papers 2018-003, Friedrich-Schiller-University Jena.
    29. Iris Wanzenböck & Thomas Scherngell & Thomas Brenner, 2014. "Embeddedness of regions in European knowledge networks: a comparative analysis of inter-regional R&D collaborations, co-patents and co-publications," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 337-368, September.
    30. Tom Broekel & Matte Hartog, 2013. "Determinants of cross-regional R and D collaboration networks: an application of exponential random graph models," Working Papers on Innovation and Space 2013-04, Philipps University Marburg, Department of Geography.
    31. Tom Broekel, 2015. "The Co-evolution of Proximities - A Network Level Study," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 921-935, June.
    32. Anna‐Maria Kindt & Matthias Geissler & Kilian Bühling, 2022. "Be my (little) partner?!—Universities' role in regional innovation systems when large firms are rare," Journal of Regional Science, Wiley Blackwell, vol. 62(5), pages 1274-1295, November.
    33. Holger Graf & Tom Broekel, 2019. "A shot in the dark? Policy influence on cluster networks," Papers in Evolutionary Economic Geography (PEEG) 1927, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2019.
    34. Kudic, Muhamed & Pyka, Andreas & Sunder, Marco, 2013. "Network Formation: R&D Cooperation Propensity and Timing Among German Laser Source Manufacturers," IWH Discussion Papers 9/2013, Halle Institute for Economic Research (IWH).
    35. Nikolaos Papageorgiadis & Chengang Wang & Georgios Magkonis, . "Factors contributing to the strength of national patent protection and enforcement after TRIPS," UNCTAD Transnational Corporations Journal, United Nations Conference on Trade and Development.
    36. Biggiero, Lucio & Angelini, Pier Paolo, 2015. "Hunting scale-free properties in R&D collaboration networks: Self-organization, power-law and policy issues in the European aerospace research area," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 21-43.
    37. Muhamed Kudic & Wilfried Ehrenfeld & Toralf Pusch, 2015. "On the trail of core–periphery patterns in innovation networks: measurements and new empirical findings from the German laser industry," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 55(1), pages 187-220, October.
    38. Nils Grashof, 2020. "Spill over or Spill out? - A multilevel analysis of the cluster and firm performance relationship," Papers in Evolutionary Economic Geography (PEEG) 2013, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2020.
    39. Stefano Basilico & Uwe Cantner & Holger Graf, 2021. "Policy Influence in the Knowledge Space: a Regional Application," Jena Economics Research Papers 2021-011, Friedrich-Schiller-University Jena.
    40. Bogner, Kristina, 2019. "Knowledge networks in the German bioeconomy: Network structure of publicly funded R&D networks," Hohenheim Discussion Papers in Business, Economics and Social Sciences 03-2019, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    41. Holger Graf, 2017. "Regional Innovator Networks - A Review and an Application with R," Jena Economics Research Papers 2017-016, Friedrich-Schiller-University Jena.
    42. Guffarth, Daniel & Barber, Michael J., 2013. "The European aerospace R&D collaboration network," FZID Discussion Papers 84-2013, University of Hohenheim, Center for Research on Innovation and Services (FZID).
    43. Patrick Lehnert & Curdin Pfister & Dietmar Harhoff & Uschi Backes-Gellner, 2020. "Innovation Effects and Knowledge Complementarities in a Diverse Research Landscape," Economics of Education Working Paper Series 0164, University of Zurich, Department of Business Administration (IBW), revised Jan 2022.
    44. Kudic, Muhamed & Pyka, Andreas & Günther, Jutta, 2012. "Determinants of Evolutionary Change Processes in Innovation Networks – Empirical Evidence from the German Laser Industry," IWH Discussion Papers 7/2012, Halle Institute for Economic Research (IWH).
    45. Joan Crespo & Jérôme Vicente & Frédéric Amblard, 2016. "Micro-behaviors and structural properties of knowledge networks: toward a ‘one size fits one’ cluster policy," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(6), pages 533-552, September.
    46. Buchmann, Tobias & Hain, Daniel & Kudic, Muhamed & Müller, Matthias, 2014. "Exploring the Evolution of Innovation Networks in Science-driven and Scale-intensive Industries: New Evidence from a Stochastic Actor-based Approach," IWH Discussion Papers 1/2014, Halle Institute for Economic Research (IWH).
    47. Tom Broekel & Wladimir Mueller, 2018. "Critical links in knowledge networks – What about proximities and gatekeeper organisations?," Industry and Innovation, Taylor & Francis Journals, vol. 25(10), pages 919-939, November.
    48. Broekel, Tom & Schimke, Antje & Brenner, Thomas, 2011. "The effects of cooperative R&D subsidies and subsidized cooperation on employment growth," Working Paper Series in Economics 34, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
    49. Kudic, Muhamed & Guhr, Katja, 2013. "Cooperation Events, Ego-Network Characteristics and Firm Innovativeness – Empirical Evidence from the German Laser Industry," IWH Discussion Papers 6/2013, Halle Institute for Economic Research (IWH).
    50. Kudic, Muhamed & Ehrenfeld, Wilfried & Pusch, Toralf, 2015. "Isolation and Innovation – Two Contradictory Concepts? Explorative Findings from the German Laser Industry," IWH Discussion Papers 1/2015, Halle Institute for Economic Research (IWH).
    51. Milad Abbasiharofteh & Tom Broekel & Lars Mewes, 2024. "The role of geographic distance and technological complexity in U.S. interregional co-patenting over almost two centuries," Environment and Planning A, , vol. 56(7), pages 2003-2022, October.
    52. Christoph Roesler & Tom Broekel, 2017. "The role of universities in a network of subsidized R&D collaboration: The case of the biotechnology-industry in Germany," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 37(2), pages 135-160, October.
    53. Grashof, Nils, 2020. "Putting the watering can away Towards a targeted (problem-oriented) cluster policy framework," Papers in Innovation Studies 2020/4, Lund University, CIRCLE - Centre for Innovation Research.

  40. Martin Binder & Tom Broekel, 2012. "Happiness No Matter the Cost? An Examination on How Efficiently Individuals Reach Their Happiness Levels," Journal of Happiness Studies, Springer, vol. 13(4), pages 621-645, August.

    Cited by:

    1. Martin Binder, 2019. "Soft paternalism and subjective well-being: how happiness research could help the paternalist improve individuals’ well-being," Journal of Evolutionary Economics, Springer, vol. 29(2), pages 539-561, April.
    2. Rosalia Castellano & Gabriella Bernardo & Gennaro Punzo, 2023. "Well-being in OECD countries: an assessment of technical and social efficiency using data envelopment analysis," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 70(2), pages 141-176, June.
    3. Jose Manuel Cordero & Cristina Polo & Javier Salinas-Jiménez, 2021. "Subjective Well-Being and Heterogeneous Contexts: A Cross-National Study Using Semi-Nonparametric Frontier Methods," Journal of Happiness Studies, Springer, vol. 22(2), pages 867-886, February.
    4. Rodriguez-Alvarez, Ana & Orea, Luis & Jamasb, Tooraj, 2019. "Fuel poverty and Well-Being:A consumer theory and stochastic frontier approach," Energy Policy, Elsevier, vol. 131(C), pages 22-32.
    5. Nikolova Milena & Popova Olga, 2021. "Sometimes Your Best Just Ain’t Good Enough: The Worldwide Evidence on Subjective Well-being Efficiency," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 21(1), pages 83-114, January.
    6. Francesco Sarracino & Kelsey J. OConnor, 2022. "A Measure of Well-being Efficiency Based on the World Happiness Report," International Productivity Monitor, Centre for the Study of Living Standards, vol. 43, pages 10-40, Fall.
    7. Martin Binder, 2013. "Innovativeness and Subjective Well-Being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 111(2), pages 561-578, April.
    8. Enrica Chiappero‐Martinetti & Paola Salardi & Francesco Scervini, 2019. "Estimating conversion rates: A new empirical strategy with an application to health care in Italy," Health Economics, John Wiley & Sons, Ltd., vol. 28(6), pages 748-764, June.
    9. Mamatzakis, Emmanuel C. & Tsionas, Mike G., 2021. "Making inference of British household's happiness efficiency: A Bayesian latent model," European Journal of Operational Research, Elsevier, vol. 294(1), pages 312-326.
    10. Badunenko, Oleg & Cordero, Jose M. & Kumbhakar, Subal C., 2021. "Are you slacking? Where do you and your country stand in the happiness pursuit?," MPRA Paper 108316, University Library of Munich, Germany.
    11. Guarini, Giulio & Laureti, Tiziana & Garofalo, Giuseppe, 2020. "Socio-institutional determinants of educational resource efficiency according to the capability approach: An endogenous stochastic frontier analysis," Socio-Economic Planning Sciences, Elsevier, vol. 71(C).
    12. Hideyuki Mizobuchi, 2017. "Measuring Socio-economic Factors and Sensitivity of Happiness," Journal of Happiness Studies, Springer, vol. 18(2), pages 463-504, April.
    13. An, Qingxian & Tao, Xiangyang & Chen, Xiaohong, 2023. "Nested frontier-based best practice regulation under asymmetric information in a principal–agent framework," European Journal of Operational Research, Elsevier, vol. 306(1), pages 269-285.
    14. John F. Helliwell, 2022. "Reflections on Measuring and Improving Productivity When Subjective Well-being Is the Objective," International Productivity Monitor, Centre for the Study of Living Standards, vol. 43, pages 81-85, Fall.
    15. Martin Binder, 2014. "Subjective Well-Being Capabilities: Bridging the Gap Between the Capability Approach and Subjective Well-Being Research," Journal of Happiness Studies, Springer, vol. 15(5), pages 1197-1217, October.
    16. Cordero, Jose M. & Salinas-Jiménez, Javier & Salinas-Jiménez, Mª Mar, 2014. "Assessing the level of happiness across countries: A robust frontier approach," MPRA Paper 57784, University Library of Munich, Germany.
    17. Cordero, José Manuel & Salinas-Jiménez, Javier & Salinas-Jiménez, M Mar, 2017. "Exploring factors affecting the level of happiness across countries: A conditional robust nonparametric frontier analysis," European Journal of Operational Research, Elsevier, vol. 256(2), pages 663-672.
    18. Nikolova, Milena & Graham, Carol, 2020. "The Economics of Happiness," GLO Discussion Paper Series 640, Global Labor Organization (GLO).
    19. Rodríguez-Álvarez, A. & Orea, L. & Jamasb, T., 2016. "Fuel poverty and well-being: a consmer theory and stochastic fronteir approach," Cambridge Working Papers in Economics 1668, Faculty of Economics, University of Cambridge.
    20. Nikolova, Milena & Popova, Olga, 2017. "Sometimes Your Best Just Ain't Good Enough: The Worldwide Evidence on Well-Being Efficiency," IZA Discussion Papers 10774, Institute of Labor Economics (IZA).
    21. Atilano Pena-López & Paolo Rungo & Beatriz López-Bermúdez, 2021. "The "Efficiency" Effect of Conceptual Referents on the Generation of Happiness: A Cross-National Analysis," Journal of Happiness Studies, Springer, vol. 22(6), pages 2457-2483, August.

  41. Alex Coad & Tom Broekel, 2012. "Firm growth and productivity growth: evidence from a panel VAR," Applied Economics, Taylor & Francis Journals, vol. 44(10), pages 1251-1269, April.
    See citations under working paper version above.
  42. Matthias Buerger & Tom Broekel & Alex Coad, 2012. "Regional Dynamics of Innovation: Investigating the Co-evolution of Patents, Research and Development (R&D), and Employment," Regional Studies, Taylor & Francis Journals, vol. 46(5), pages 565-582, August.

    Cited by:

    1. Ugur, Mehmet & Awaworyi, Sefa & Solomon, Edna, 2016. "Technological innovation and employment in derived labour demand models: A hierarchical meta-regression analysis," MPRA Paper 73557, University Library of Munich, Germany.
    2. Aldieri, Luigi & Vinci, Concetto Paolo, 2017. "Innovation Effects on Employment in High-Tech and Low-Tech industries: Evidence from Large International Firms within the Triad," MPRA Paper 76398, University Library of Munich, Germany.
    3. Robert Huggins & Hiro Izushi, 2013. "Knowledge-based Development in Leading Regions across the Globe: An Exploratory Analysis of the co-Evolution of Resources, Capabilities and Outputs," Urban Studies, Urban Studies Journal Limited, vol. 50(5), pages 1030-1048, April.
    4. Sándor Juhasz & Tom Broekel & Ron Boschma, 2020. "Explaining the dynamics of relatedness: the role of co-location and complexity," Papers in Evolutionary Economic Geography (PEEG) 2032, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2020.
    5. Hötte, Kerstin, 2023. "Demand-pull, technology-push, and the direction of technological change," Research Policy, Elsevier, vol. 52(5).
    6. Ayhan, Fatih & Elal, Onuray, 2023. "The IMPACTS of technological change on employment: Evidence from OECD countries with panel data analysis," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    7. Tom Broekel & Matthias Brachert & Matthias Duschl & Thomas Brenner, 2015. "Joint R and D subsidies, related variety, and regional innovation," Working Papers on Innovation and Space 2015-01, Philipps University Marburg, Department of Geography.
    8. Pietro Santoleri, 2020. "Innovation and job creation in (high-growth) new firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(3), pages 731-756.
    9. Horbach, Jens & Janser, Markus, 2016. "The role of innovation and agglomeration for employment growth in the environmental sector," VfS Annual Conference 2016 (Augsburg): Demographic Change 145500, Verein für Socialpolitik / German Economic Association.
    10. Matthias Duschl & Tobias Scholl & Thomas Brenner & Dennis Luxen & Falk Raschke, 2013. "Industry-specific firm growth and agglomeration," ERSA conference papers ersa13p134, European Regional Science Association.
    11. Laura Barbieri & Chiara Mussida & Mariacristina Piva & Marco Vivarelli, 2019. "Testing the employment impact of automation, robots and AI: A survey and some methodological issues," DISCE - Working Papers del Dipartimento di Politica Economica dipe0006, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    12. Ayoki, Milton & Tumwebaze, Henry & Bbaale, Edward, 2018. "Innovation and employment in Sub-Saharan Africa: Evidence from Uganda Microdata," MPRA Paper 109278, University Library of Munich, Germany.
    13. Broekel, Tom & Brachert, Matthias & Duschl, Matthias & Brenner, Thomas, 2015. "Joint R&D subsidies, related variety, and regional innovation," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112808, Verein für Socialpolitik / German Economic Association.
    14. Darius Lambrecht & Joern Block & Matthias Neuenkirch & Holger Steinmetz & Tom Willeke, 2023. "The Interdependence of Intellectual Property and Sales in the Manufacturing Industry: Evidence from the Triangle of Patents, Trademarks, and Sales," Research Papers in Economics 2023-10, University of Trier, Department of Economics.
    15. Duschl Matthias & Schimke Antje & Brenner Thomas & Luxen Dennis, 2014. "Firm Growth and the Spatial Impact of Geolocated External Factors," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 234(2-3), pages 234-256, April.
    16. Thomas Brenner & Marco Capasso & Matthias Duschl & Koen Frenken & Tania Treibich, 2018. "Causal relations between knowledge-intensive business services and regional employment growth," Regional Studies, Taylor & Francis Journals, vol. 52(2), pages 172-183, February.
    17. Francesco Quatraro, 2013. "Co-evolutionary patterns in regional knowledge bases and economic structure: evidence from European Regions," Working Papers hal-00992080, HAL.
    18. Enrique Acebo & José-Ángel Miguel-Dávila & Mariano Nieto, 2021. "The Impact of University–Industry Relationships on Firms’ Performance: A Meta-Regression Analysis," Science and Public Policy, Oxford University Press, vol. 48(2), pages 276-293.
    19. M. Vivarelli, 2007. "Innovation and Employment," Chapters, in: Horst Hanusch & Andreas Pyka (ed.), Elgar Companion to Neo-Schumpeterian Economics, chapter 44, Edward Elgar Publishing.
    20. Cattani, Luca & Savoia, Francesco & Bullini Orlandi, Ludovico, 2024. "The kind of things that money just can't buy: The role of potential absorptive capacity in enhancing firm-level employment growth," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    21. Mehmet Ugur & Sefa Awaworyi Churchill & Edna Solomon, 2018. "Technological Innovation And Employment In Derived Labour Demand Models: A Hierarchical Meta†Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 32(1), pages 50-82, February.
    22. Kleoniki Kalapouti & Konstantinos Petridis & Chrisovalantis Malesios & Prasanta Kumar Dey, 2020. "Measuring efficiency of innovation using combined Data Envelopment Analysis and Structural Equation Modeling: empirical study in EU regions," Annals of Operations Research, Springer, vol. 294(1), pages 297-320, November.
    23. Tom Broekel, 2015. "The Co-evolution of Proximities - A Network Level Study," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 921-935, June.
    24. Rosalia Castellano & Gaetano Musella & Gennaro Punzo, 2023. "Does context matter? Exploring the effects of productive structures on the relationship between innovation and workforce skills’ complementarity," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(3), pages 1991-2011, June.
    25. Francesco Quatraro, 2012. "The Co-Evolution of Knowledge and Economic Structure: Evidence from European Regions," GREDEG Working Papers 2012-16, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    26. Flavio Calvino & Maria Enrica Virgillito, 2016. "The Innovation-Employment nexus: a critical survey of theory and empirics," LEM Papers Series 2016/10, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    27. Carolin Nast & Tom Broekel & Doris Entner, 2024. "Fueling the Fire? How Government Support Drives Technological Progress and Complexity," Papers in Evolutionary Economic Geography (PEEG) 2407, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2024.
    28. Cullmann, Astrid & Geppert, Kurt, 2012. "Socio-Economic Trends and New Territorial Dynamics in the European Union : Convergence and Agglomeration," EconStor Preprints 128596, ZBW - Leibniz Information Centre for Economics.
    29. Krzysztof Klincewicz & Szymon Szumiał, 2022. "Successful patenting—not only how, but with whom: the importance of patent attorneys," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(9), pages 5111-5137, September.
    30. Olexandr Yemelyanov & Anastasiya Symak & Tetyana Petrushka & Roman Lesyk & Lilia Lesyk, 2018. "Assessment of the Technological Changes Impact on the Sustainability of State Security System of Ukraine," Sustainability, MDPI, vol. 10(4), pages 1-24, April.
    31. Chao Wu & Yu Hua, 2023. "Does Environmental Regulation Have an Employment Dividend? Evidence from China," Sustainability, MDPI, vol. 15(7), pages 1-20, April.
    32. Su, Chi-Wei & Yuan, Xi & Umar, Muhammad & Lobonţ, Oana-Ramona, 2022. "Does technological innovation bring destruction or creation to the labor market?," Technology in Society, Elsevier, vol. 68(C).
    33. Chen Chen, 2023. "Changes in the Spatial Distribution of the Employed Population in the Yangtze River Delta Region since the 21st Century: An Analysis and Discussion Based on Census Data," Land, MDPI, vol. 12(6), pages 1-24, June.
    34. Ioramashvili, Carolin, 2024. "Technological invention and local labour markets: Evidence from France, Germany and the UK," Research Policy, Elsevier, vol. 53(7).
    35. Stephane Brosia & Vincent Chauvet & Christophe de Luigi, 2024. "Patent filing & job creation : Discovery of the theoretical equation for the inflection of the unemployment curve [Dépôt de brevet & création d'emplois : Découverte de l'équation théorique de l'inf," Post-Print hal-04896112, HAL.
    36. Imran Hussain Shah & Konstantinos Kollydas & Pak Yee Lee & Issam Malki & Crystal Chu, 2024. "Does R&D investment drive employment growth? Empirical evidence at industry level from Japan," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(1), pages 102-118, January.
    37. Gonçalo Rodrigues Brás & Miguel Torres Preto & Ana Dias Daniel & Aurora A. C. Teixeira, 2023. "Assessing the Impact of Universities’ Entrepreneurial Activity on Regional Competitiveness," Administrative Sciences, MDPI, vol. 13(2), pages 1-21, January.
    38. Rosalia Castellano & Gaetano Musella & Gennaro Punzo, 2024. "How Do Agglomeration Externalities and Workforce Skills Drive Innovation? Empirical Evidence from Italy," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 6737-6760, June.

  43. Tom Broekel, 2012. "Collaboration Intensity and Regional Innovation Efficiency in Germany—A Conditional Efficiency Approach," Industry and Innovation, Taylor & Francis Journals, vol. 19(2), pages 155-179, February.

    Cited by:

    1. Corinne Autant-Bernard & Cilem Selin Hazir & James Lesage, 2014. "The Role of R&D Collaboration Networks on Regional Innovation Performance," Post-Print halshs-01090736, HAL.
    2. Chen, Kaihua & Kou, Mingting & Fu, Xiaolan, 2018. "Evaluation of multi-period regional R&D efficiency: An application of dynamic DEA to China's regional R&D systems," Omega, Elsevier, vol. 74(C), pages 103-114.
    3. Alexandru FOTIA & Cezar TECLEAN, 2019. "The Innovation Efficiency In Central And Eastern Europe – An Input-Output Comparative Analysis Between Czech Republic, Hungary, Poland And Romania," EURINT, Centre for European Studies, Alexandru Ioan Cuza University, vol. 6, pages 269-287.
    4. Jérôme Stuck & Tom Broekel & Javier Revilla, 2014. "Network Structures in Regional Innovation Systems," Working Papers on Innovation and Space 2014-09, Philipps University Marburg, Department of Geography.
    5. Milad Abbasiharofteh & Tom Broekel, 2021. "Still in the shadow of the wall? The case of the Berlin biotechnology cluster," Environment and Planning A, , vol. 53(1), pages 73-94, February.
    6. Tom Broekel & Matthias Brachert & Matthias Duschl & Thomas Brenner, 2015. "Joint R and D subsidies, related variety, and regional innovation," Working Papers on Innovation and Space 2015-01, Philipps University Marburg, Department of Geography.
    7. Julia Hoffmann & Stefan Hirsch & Johannes Simons, 2017. "Identification of spatial agglomerations in the German food processing industry," Papers in Regional Science, Wiley Blackwell, vol. 96(1), pages 139-162, March.
    8. Badin, Luiza & Daraio, Cinzia & Simar, Leopold, 2018. "A Bootstrap Approach for Bandwidth Selection in Estimating Conditional Efficiency Measures," LIDAM Discussion Papers ISBA 2018007, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    9. İbrahim Semih & Umut Yılmaz & Erkan Erdil & Müge Özman, 2023. "What drives network evolution? Comparing R&D project and patent networks in the EU," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 32(5), pages 1109-1134.
    10. Tom Broekel & Nicky Rogge & Thomas Brenner, 2013. "The innovation efficiency of German regions - a shared-input DEA approach," Working Papers on Innovation and Space 2013-08, Philipps University Marburg, Department of Geography.
    11. Yunyao Li & Yanji Ma, 2022. "Research on Industrial Innovation Efficiency and the Influencing Factors of the Old Industrial Base Based on the Lock-In Effect, a Case Study of Jilin Province, China," Sustainability, MDPI, vol. 14(19), pages 1-23, October.
    12. Broekel, Tom & Brachert, Matthias & Duschl, Matthias & Brenner, Thomas, 2015. "Joint R&D subsidies, related variety, and regional innovation," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112808, Verein für Socialpolitik / German Economic Association.
    13. Xiangdong Chen & Ruixi Li & Xin Niu & Ulrich Hilpert & Valerie Hunstock, 2018. "Metropolitan Innovation and Sustainability in China—A Double Lens Perspective on Regional Development," Sustainability, MDPI, vol. 10(2), pages 1-26, February.
    14. Lutz Eigenhüller & Nicole Litzel & Stefan Fuchs, 2015. "Who with whom: Co-operation activities in a cluster region," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 469-497, August.
    15. Kolja Hesse & Dirk Fornahl, 2020. "Essential ingredients for radical innovations? The role of (un-)related variety and external linkages in Germany," Papers in Evolutionary Economic Geography (PEEG) 2007, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2020.
    16. De Noni, Ivan & Ganzaroli, Andrea & Orsi, Luigi, 2017. "The impact of intra- and inter-regional knowledge collaboration and technological variety on the knowledge productivity of European regions," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 108-118.
    17. Kai Xu & Lawrence Loh & Qiang Chen, 2020. "Sustainable Innovation Governance: An Analysis of Regional Innovation with a Super Efficiency Slack-Based Measure Model," Sustainability, MDPI, vol. 12(7), pages 1-19, April.
    18. Alberto Marzucchi & Davide Antonioli & Sandro Montresor, 2015. "Industry–research co-operation within and across regional boundaries. What does innovation policy add?," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 499-524, August.
    19. Lise Aaboen & Hans Löfsten, 2015. "International new ventures localised in incubators - markets, resources and dynamic environment," International Journal of Entrepreneurial Venturing, Inderscience Enterprises Ltd, vol. 7(1), pages 24-46.
    20. Liu, Hongwei & Zhang, Aodi & Wu, Jie, 2023. "Can industrial transfer improve urban innovation efficiency?," Socio-Economic Planning Sciences, Elsevier, vol. 90(C).
    21. Alvarez, Pavel Anselmo & Valdez, Cuitláhuac & Dutta, Bapi, 2022. "Analysis of the innovation capacity of Mexican regions with the multiple criteria hierarchy process," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).
    22. Iris Wanzenböck & Thomas Scherngell & Thomas Brenner, 2014. "Embeddedness of regions in European knowledge networks: a comparative analysis of inter-regional R&D collaborations, co-patents and co-publications," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 337-368, September.
    23. Shi, Xing & Wu, Yanrui & Fu, Dahai, 2020. "Does University-Industry collaboration improve innovation efficiency? Evidence from Chinese Firms⋄," Economic Modelling, Elsevier, vol. 86(C), pages 39-53.
    24. Holger Graf & Tom Broekel, 2019. "A shot in the dark? Policy influence on cluster networks," Papers in Evolutionary Economic Geography (PEEG) 1927, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2019.
    25. Kyriakos Drivas & Claire Economidou & Efthymios G. Tsionas, 2018. "Production of output and ideas: efficiency and growth patterns in the United States," Regional Studies, Taylor & Francis Journals, vol. 52(1), pages 105-118, January.
    26. Shu Yu & Takaya Yuizono, 2021. "A Proximity Approach to Understanding University-Industry Collaborations for Innovation in Non-Local Context: Exploring the Catch-Up Role of Regional Absorptive Capacity," Sustainability, MDPI, vol. 13(6), pages 1-19, March.
    27. Xionghe Qin, 2022. "The Impact of Interregional Collaboration on Multistage R&D Productivity and Their Interregional Gaps in Chinese Provinces," Mathematics, MDPI, vol. 10(8), pages 1-17, April.
    28. Sofia Gomes & João M. Lopes & Luís Ferreira & José Oliveira, 2023. "Science and Technology Parks: Opening the Pandora’s Box of Regional Development," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(3), pages 2787-2810, September.
    29. Cinzia Daraio & Leopold Simar & Paul W. Wilson, 2018. "Fast and Efficient Computation of Directional Distance Estimators," LEM Papers Series 2018/21, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    30. Kai Xu & Bart Bossink & Qiang Chen, 2019. "Efficiency Evaluation of Regional Sustainable Innovation in China: A Slack-Based Measure (SBM) Model with Undesirable Outputs," Sustainability, MDPI, vol. 12(1), pages 1-21, December.
    31. Sidonia Proff & Thomas Brenner, 2014. "The dynamics of inter-regional collaboration: an analysis of co-patenting," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(1), pages 41-64, January.
    32. Lars Mewes & Tom Broekel, 2020. "Technological Complexity and Economic Growth of Regions," Papers in Evolutionary Economic Geography (PEEG) 2049, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2020.
    33. Stefano Basilico & Uwe Cantner & Holger Graf, 2021. "Policy Influence in the Knowledge Space: a Regional Application," Jena Economics Research Papers 2021-011, Friedrich-Schiller-University Jena.
    34. Mingting Kou & Yi Zhang & Yu Zhang & Kaihua Chen & Jiancheng Guan & Senmao Xia, 2020. "Does gender structure influence R&D efficiency? A regional perspective," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(1), pages 477-501, January.
    35. Artur Santoalha, 2019. "Technological Diversification and Smart Specialization: the role of cooperation," Working Papers on Innovation Studies 20190109, Centre for Technology, Innovation and Culture, University of Oslo.
    36. Sidonia von Proff & Thomas Brenner, 2011. "The Dynamics of Inter-Regional Collaboration – An Analysis of Co-Patenting," Working Papers on Innovation and Space 2011-06, Philipps University Marburg, Department of Geography.
    37. Viktor Květoň & Josef Novotný & Jiří Blažek & David Marek, 2022. "The role of geographic and cognitive proximity in knowledge networks: The case of joint R&D projects," Papers in Regional Science, Wiley Blackwell, vol. 101(2), pages 351-372, April.
    38. Jose M Barrutia & Carmen Echebarria & Vanessa Apaolaza-Ibáñez & Patrick Hartmann, 2014. "Informal and Formal Sources of Knowledge as Drivers of Regional Innovation: Digging a Little Further into Complexity," Environment and Planning A, , vol. 46(2), pages 414-432, February.
    39. Zhao, S.L. & Cacciolatti, L. & Lee, S.H. & Song, W., 2015. "Regional collaborations and indigenous innovation capabilities in China: A multivariate method for the analysis of regional innovation systems," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 202-220.
    40. Dzemydaitė Giedrė & Dzemyda Ignas & Galinienė Birutė, 2016. "The Efficiency of Regional Innovation Systems in New Member States of the European Union: A Nonparametric DEA Approach," Economics and Business, Sciendo, vol. 28(1), pages 83-89, April.
    41. Stepan Zemtsov & Maxim Kotsemir, 2019. "An assessment of regional innovation system efficiency in Russia: the application of the DEA approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(2), pages 375-404, August.
    42. Ben Zhang & Xin Liu, 2024. "Technology Proximity Mechanism and Collaborative Innovation Orientation: How to Coordinate Multiple Subsidiaries’ Innovation Strategies?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 706-731, March.
    43. De Noni, Ivan & Orsi, Luigi & Belussi, Fiorenza, 2018. "The role of collaborative networks in supporting the innovation performances of lagging-behind European regions," Research Policy, Elsevier, vol. 47(1), pages 1-13.
    44. Chang Lu & Bo Yu, 2020. "The Effect of Formal and Informal External Collaboration on Innovation Performance of SMEs: Evidence from China," Sustainability, MDPI, vol. 12(22), pages 1-21, November.
    45. Antonio Zinilli & Yujie Gao & Thomas Scherngell, 2024. "Structural Dynamics of Inter-city Innovation Networks in China: A Perspective From TERGM," Networks and Spatial Economics, Springer, vol. 24(3), pages 707-741, September.

  44. Tom Broekel & Ron Boschma, 2012. "Knowledge networks in the Dutch aviation industry: the proximity paradox," Journal of Economic Geography, Oxford University Press, vol. 12(2), pages 409-433, March.
    See citations under working paper version above.
  45. Martin Binder & Tom Broekel, 2011. "Applying a Non-parametric Efficiency Analysis to Measure Conversion Efficiency in Great Britain," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 12(2), pages 257-281.
    See citations under working paper version above.
  46. Thomas Brenner & Tom Broekel, 2011. "Methodological Issues in Measuring Innovation Performance of Spatial Units," Industry and Innovation, Taylor & Francis Journals, vol. 18(1), pages 7-37.
    See citations under working paper version above.
  47. Tom Broekel & Thomas Brenner, 2011. "Regional factors and innovativeness: an empirical analysis of four German industries," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 47(1), pages 169-194, August.
    See citations under working paper version above.
  48. Dirk Fornahl & Tom Broekel & Ron Boschma, 2011. "What drives patent performance of German biotech firms? The impact of R&D subsidies, knowledge networks and their location," Papers in Regional Science, Wiley Blackwell, vol. 90(2), pages 395-418, June.
    See citations under working paper version above.
  49. Tom Broekel & Ron Boschma, 2010. "Aviation, Space or Aerospace? Exploring the Knowledge Networks of Two Industries in The Netherlands," European Planning Studies, Taylor & Francis Journals, vol. 19(7), pages 1205-1227, December.

    Cited by:

    1. Martin , Roman, 2013. "Differentiated Knowledge Bases and the Nature of Innovation Networks," Papers in Innovation Studies 2013/14, Lund University, CIRCLE - Centre for Innovation Research.
    2. Guffarth, Daniel & Barber, Michael J., 2014. "Network evolution, success, and regional development in the European aerospace industry," FZID Discussion Papers 96-2014, University of Hohenheim, Center for Research on Innovation and Services (FZID).
    3. Martin , Roman & Trippl , Michaela, 2013. "System Failures, Knowledge Bases and Regional Innovation Policies," Papers in Innovation Studies 2013/13, Lund University, CIRCLE - Centre for Innovation Research.
    4. James Simmie, 2020. "Agency, new technological path creation and long waves of local economic growth in Oxfordshire," Local Economy, London South Bank University, vol. 35(8), pages 723-746, December.
    5. Mina Baliamoune-Lutz & Sharon C. Cobb, 2016. "Evolutionary Economic Geography for OFCs: Do Political Ties to the Onshore Reduce Capital Inflow Volatility?," Growth and Change, Wiley Blackwell, vol. 47(4), pages 535-555, December.
    6. Tom Broekel & Holger Graf, 2010. "Structural properties of cooperation networks in Germany: From basic to applied research," Jena Economics Research Papers 2010-078, Friedrich-Schiller-University Jena.

  50. Tom Broekel & Martin Binder, 2007. "The Regional Dimension of Knowledge Transfers—A Behavioral Approach," Industry and Innovation, Taylor & Francis Journals, vol. 14(2), pages 151-175.
    See citations under working paper version above.

Chapters

  1. Tom Broekel & Matté Hartog, 2013. "Determinants of Cross-Regional R&D Collaboration Networks: An Application of Exponential Random Graph Models," Advances in Spatial Science, in: Thomas Scherngell (ed.), The Geography of Networks and R&D Collaborations, edition 127, chapter 0, pages 49-70, Springer.

    Cited by:

    1. Luigi Aldieri & Gennaro Guida & Maxim Kotsemir & Concetto Paolo Vinci, 2019. "An investigation of impact of research collaboration on academic performance in Italy," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(4), pages 2003-2040, July.
    2. Peng, Tai-Quan, 2015. "Assortative mixing, preferential attachment, and triadic closure: A longitudinal study of tie-generative mechanisms in journal citation networks," Journal of Informetrics, Elsevier, vol. 9(2), pages 250-262.
    3. Milad Abbasiharofteh & Tom Broekel, 2021. "Still in the shadow of the wall? The case of the Berlin biotechnology cluster," Environment and Planning A, , vol. 53(1), pages 73-94, February.
    4. Brökel, Tom & Mewes, Lars, 2020. "Der Beitrag von Hochschulen zur Einbindung von Regionen in politisch induzierte Wissensnetzwerke," Forschungsberichte der ARL: Aufsätze, in: Postlep, Rolf-Dieter & Blume, Lorenz & Hülz, Martina (ed.), Hochschulen und ihr Beitrag für eine nachhaltige Regionalentwicklung, volume 11, pages 233-259, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.
    5. Zhang, Yanlu & Yang, Naiding, 2018. "Vulnerability analysis of interdependent R&D networks under risk cascading propagation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 505(C), pages 1056-1068.
    6. Falk Strotebeck, 2014. "Running with the pack? The role of Universities of applied science in a German research network," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 34(2), pages 139-156, October.

  2. Ulrich Witt & Tom Broekel & Thomas Brenner, 2012. "Knowledge and its Economic Characteristics: A Conceptual Clarification," Chapters, in: Richard Arena & Agnès Festré & Nathalie Lazaric (ed.), Handbook of Knowledge and Economics, chapter 16, Edward Elgar Publishing.
    See citations under working paper version above.
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