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Tom Broekel

Citations

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Working papers

  1. Milad Abbasiharofteh & Tom Broekel & Lars Mewes, 2024. "The Roles of Geographic Distance and Technological Complexity in U.S. Interregional Co-patenting Over Almost Two Centuries," Papers in Evolutionary Economic Geography (PEEG) 2414, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2024.

    Cited by:

    1. Montaño Ramirez, Andrea & Petersen, Alexander M., 2026. "Transformation of Global Science core–periphery structure towards a multi-polar horizon: The Rise of China and the Global South from 1980–2020," Research Policy, Elsevier, vol. 55(1).
    2. Bergougui, Brahim, 2025. "Institutional adaptability, skill-bias technological shifts, and energy efficiency in global decarbonization pathways: Exploring the role of artificial intelligence patents," Technology in Society, Elsevier, vol. 83(C).

  2. 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. Joel M Thomas & Abhijit Chakraborty, 2026. "Economic complexity and regional development in India: Insights from a state-industry bipartite network," Papers 2601.12356, arXiv.org.
    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.
    3. Broekel, Tom & Klarl, Torben, 2025. "The long-term evolution of technological complexity and its relationship with economic growth," Technovation, Elsevier, vol. 144(C).

  3. Tom Broekel & Torben Klarl, 2024. "The long-term evolution of technological complexity and its relationship with economic growth," Papers in Evolutionary Economic Geography (PEEG) 2427, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2024.

    Cited by:

    1. Torben Klarl, 2025. "Creative class dynamics, technological evolution and growth," Bremen Papers on Economics & Innovation 2504, University of Bremen, Faculty of Business Studies and Economics.
    2. Adeniji, James & Essuman, Dominic & Olabode, Oluwaseun E., 2026. "Saying enough vs saying too much: Lessons on optimizing project risk description for crowdfunding success in developing countries," Technovation, Elsevier, vol. 149(C).

  4. 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. Xiaoqi Zhou & Dieter Franz Kogler & Junsong Wang & Jing Chen & Rongjun Ao, 2025. "Creating path breakthroughs with skill endowment and complementarity: evidence from the regional industrial evolution of China, 2000–2015," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-14, December.
    2. 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. Deegan Jason & Asheim Bjørn Terje & Haus-Reve Silje & Afewerki Samson & Blomgren Atle & Landazuri-Tveteraas Ursula, 2025. "The oil and gas industry – a key to a successful, sustainable transition in Norway? Barriers and challenges to knowledge transfer to offshore wind and aquaculture," ZFW – Advances in Economic Geography, De Gruyter, vol. 69(2-3), pages 150-163.

  5. 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. Adler Patrick & Florida Richard, 2025. "The city as campus: regional organization of research universities," ZFW – Advances in Economic Geography, De Gruyter, vol. 69(2-3), pages 78-93.
    2. 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.
    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).
    4. Anthony F. J. Raan & Jos J. Winnink, 2025. "Urban scaling of patents and relation with socioeconomic strength for German cities and their urban areas," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(8), pages 4339-4367, August.
    5. Broekel, Tom & Klarl, Torben, 2025. "The long-term evolution of technological complexity and its relationship with economic growth," Technovation, Elsevier, vol. 144(C).
    6. Milad Abbasiharofteh & Tom Broekel & Lars Mewes, 2024. "The Roles of Geographic Distance and Technological Complexity in U.S. Interregional Co-patenting Over Almost Two Centuries," Papers in Evolutionary Economic Geography (PEEG) 2414, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2024.
    7. 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.
    8. 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).
    9. Rolf Bergs, 2025. "The Policy Relevance of Urban Scaling Laws: A Study on Impervious Ground in German Cities," Journal of Economic Analysis, Anser Press, vol. 4(1), pages 107-123, March.

  6. Philipp Gareis & Tom Broekel, 2022. "The spatial patterns of student mobility before, during, and after the Bologna process in Germany," Papers in Evolutionary Economic Geography (PEEG) 2201, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2022.

    Cited by:

    1. Gökçe, Merve Betül, 2024. "The effect of rental prices on student mobility," MPRA Paper 122834, University Library of Munich, Germany.

  7. 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. Tom Broekel, 2025. "Feeling The Heartbeat Of Regions: Local News And Economic Sentiments," Papers in Evolutionary Economic Geography (PEEG) 2519, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jul 2025.
    3. 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).

  8. 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. 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.
    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. 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.

  9. 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. 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).
    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. 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).
    4. Khalfaoui, Rabeh & Mefteh-Wali, Salma & Viviani, Jean-Laurent & Ben Jabeur, Sami & Abedin, Mohammad Zoynul & Lucey, Brian M., 2022. "How do climate risk and clean energy spillovers, and uncertainty affect U.S. stock markets?," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    5. 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.
    6. 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).
    7. 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.
    8. 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.

  10. 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.

    Cited by:

    1. Belmartino, Andrea, 2025. "The role of green and non-green relatedness in the development of new green specialisations in Argentinean provinces," World Development, Elsevier, vol. 195(C).

  11. 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. 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.
    2. Federico Moscatelli & Julio Raffo & Alessio Muscarnera & Shreyas Gadgin Matha & Christian Chacua & Matté Hartog & Eduardo Hernández-Rodríguez & Muhammed A. Yildirim, 2026. "The Technological Potential of Innovation Ecosystems: An Inter-Dimensional Network Approach," WIPO Economic Research Working Papers 90, World Intellectual Property Organization - Economics and Statistics Division.
    3. 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).
    4. 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.
    5. 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.
    6. 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.
    7. Viktor Stojkoski & C'esar A. Hidalgo, 2025. "Optimizing Economic Complexity," Papers 2503.04476, arXiv.org, revised Sep 2025.
    8. 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).
    9. 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.
    10. 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.
    11. Broekel, Tom & Klarl, Torben, 2025. "The long-term evolution of technological complexity and its relationship with economic growth," Technovation, Elsevier, vol. 144(C).
    12. 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.
    13. Ipsen, Leonhard & Aminian, Armin & Schulz, Jan, 2025. "Stress-testing Inflation Exposure: Systemically significant prices and asymmetric shock propagation in the EU," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 713-724.
    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. 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).
    16. Resmini Laura & Fabbri Emanuele & Calogero Vieri, 2026. "Western Balkans participation in GVCs and FDI potential in the context of Smart Specialisation," JRC Research Reports JRC145544, Joint Research Centre.
    17. 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.
    18. 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.
    19. World Bank, 2024. "Diversification through the Application of the Co-evolutionary Framework," World Bank Publications - Reports 41312, The World Bank Group.
    20. 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.
    21. 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.
    22. 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.
    23. 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.

  12. 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. Wipatkrut, Pattharaporn & Su, Hsin-Ning, 2025. "Exploring the impact of technological convergence on General-Purpose Technologies: A multi-level generality perspective," Technology in Society, Elsevier, vol. 82(C).
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. Frank Schiller & Britta Kastens & Katharina Prehn, 2025. "Implementing Hydrogen Projects in Complex Socio-Economic Environments," Sustainability, MDPI, vol. 17(11), pages 1-15, June.
    7. 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.
    8. 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.
    9. 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.
    10. Broekel, Tom & Klarl, Torben, 2025. "The long-term evolution of technological complexity and its relationship with economic growth," Technovation, Elsevier, vol. 144(C).
    11. Stefano Basilico & Nils Grashof, 2023. "The transition of brown regions: A matter of timing?," Jena Economics Research Papers 2023-003, Friedrich-Schiller-University Jena.
    12. 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.
    13. 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.
    14. 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.
    15. 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.

  13. 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. 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).
    2. 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).
    3. 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.
    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. 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).
    6. 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).
    7. 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.

  14. 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. 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.
    2. 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).
    3. Fritsch, Michael & Greve, Maria & Wyrwich, Michael, 2025. "The long-lasting impact of historical shocks on innovation activity: The case of German separation and reunification," Technovation, Elsevier, vol. 148(C).
    4. 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.
    5. 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.
    6. 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.
    7. 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 policy]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 31(5), pages 1223-1258.
    8. 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.
    9. 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).
    10. 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).
    11. 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.
    12. 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. 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. 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).
    2. Quinten De Wettinck & Karolien De Bruyne & Wouter Bam & C'esar A. Hidalgo, 2025. "Economic Complexity Alignment and Sustainable Development," Papers 2509.17919, arXiv.org, revised Sep 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.
    4. 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.
    5. C'esar A. Hidalgo & Viktor Stojkoski, 2025. "The Theory of Economic Complexity," Papers 2506.18829, arXiv.org, revised Feb 2026.
    6. Lukas Mueller & Timothy Peter Marcroft & Constantin von Beck & Jan Pedro Zeiss & Valeria Jana Schwanitz & August Wierling & Lars Holstenkamp, 2024. "“First come, first served" or “the more, the merrier"? Organizational dynamics of citizen-led solar initiatives and the presence of photovoltaic installations in Germany," Post-Print hal-05123966, HAL.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.

  16. 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. Pierre-Alexandre Balland & Ron Boschma, 2021. "Do scientific capabilities in specific domains matter for technological diversification in European regions?," Papers in Evolutionary Economic Geography (PEEG) 2116, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2021.
    2. Katharina Ledebur. Ladislav Bartuska & Klaus Friesenbichler & Peter Klimek, 2025. "Predicting the Emergence of the EV Industry: A Product Space Analysis Across Regions and Firms," Papers 2512.13178, arXiv.org.
    3. 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).
    4. 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).
    5. Koen Frenken & Frank Neffke & Alje van Dam, 2023. "Capabilities, Institutions and Regional Economic Development: A Proposed Synthesis," Papers in Evolutionary Economic Geography (PEEG) 2318, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2023.
    6. 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.
    7. 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).
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Liu, Jianmin & Xia, Qin, 2024. "The impact of industry technology complexity on audit quality," Technology in Society, Elsevier, vol. 79(C).
    13. 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.
    14. 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).
    15. 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.
    16. DIODATO Dario, 2024. "Handbook of Economic Complexity for Policy," JRC Research Reports JRC138666, Joint Research Centre.
    17. Nast, Carolin & Broekel, Tom & Entner, Doris, 2024. "Fueling the fire? How government support drives technological progress and complexity," Research Policy, Elsevier, vol. 53(6).
    18. Zeynalov, Ayaz, 2025. "Distance to frontier: From imitation to innovation," Technological Forecasting and Social Change, Elsevier, vol. 217(C).
    19. 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).
    20. 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.
    21. 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).
    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. Broekel, Tom & Klarl, Torben, 2025. "The long-term evolution of technological complexity and its relationship with economic growth," Technovation, Elsevier, vol. 144(C).
    24. Pintar, Nico & Scherngell, Thomas, 2022. "The complex nature of regional knowledge production: Evidence on European regions," Research Policy, Elsevier, vol. 51(8).
    25. Caravaggio, Nicola & Resce, Giuliano & Santangelo, Agapito Emanuele, 2025. "EU Cohesion Policy and Digital Public Services," Economics & Statistics Discussion Papers esdp25100, University of Molise, Department of Economics.
    26. 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.
    27. 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.
    28. Milad Abbasiharofteh & Tom Broekel & Lars Mewes, 2024. "The Roles of Geographic Distance and Technological Complexity in U.S. Interregional Co-patenting Over Almost Two Centuries," Papers in Evolutionary Economic Geography (PEEG) 2414, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2024.
    29. Torben Klarl, 2025. "Creative class dynamics, technological evolution and growth," Bremen Papers on Economics & Innovation 2504, University of Bremen, Faculty of Business Studies and Economics.
    30. Bachtrögler-Unger, Julia & Balland, Pierre-Alexandre & Boschma, Ron & Schwab, Thomas, 2023. "Technological capabilities and the twin transition in Europe: Opportunities for regional collaboration and economic cohesion," MPRA Paper 117485, University Library of Munich, Germany.
    31. 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.
    32. 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).
    33. 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).
    34. 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.
    35. Dabbous, Amal & Aoun Barakat, Karine & Ben Arfi, Wissal & Nammouri, Hela, 2025. "The impact of environmental policy stringency and economic complexity on nations' energy transitions: The mediating role of fintech financing," Energy Economics, Elsevier, vol. 147(C).
    36. 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).
    37. Naihao Li & Ziyin Deng & Zijie Li, 2025. "Pay Dispersion and Firms’ Internationalization Strategy: Evidence from China," Management International Review, Springer, vol. 65(6), pages 1105-1136, December.
    38. 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.
    39. 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.
    40. Mariane Santos Françoso & Ron Boschma & Nicholas Vonortas, 2022. "Regional diversification in Brazil: the role of relatedness and complexity," Papers in Evolutionary Economic Geography (PEEG) 2206, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2022.
    41. 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.
    42. Xiao Jie Liu & Haiyue Liu & Shi Yi Liu & Jim Huangnan Shen & Chien‐Chiang Lee, 2022. "Profit sharing, industrial upgrading, and global supply chains: Theory and evidence," Review of Development Economics, Wiley Blackwell, vol. 26(4), pages 2454-2493, November.
    43. 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).
    44. Onder Nomaler & Bart Verspagen, 2024. "Reinterpreting economic complexity in multiple dimensions," Papers 2409.01830, arXiv.org.
    45. 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.
    46. 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.
    47. Wang, Zhiwei & Wei, Lican & Hu, Die & Vanhaverbeke, Wim & She, Maoyan, 2025. "Transactive memory system and breakthroughs: a multi‑dimensional, contextualized model for inventor teams," Journal of Business Research, Elsevier, vol. 200(C).
    48. 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.
    49. 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.
    50. 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.
    51. 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).
    52. 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.
    53. 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.
    54. Zhou, Yuan & Zhang, Qintian & Xu, Guannan & Wang, Yanmeng, 2025. "Regional S&T planning and green generic technologies: A spatial differences-in-difference analysis," Energy Economics, Elsevier, vol. 150(C).
    55. 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).
    56. 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).
    57. 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.
    58. 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.
    59. 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.
    60. Qiu, Guojing & Si, Deng-Kui & Hu, Debao & Li, Xinqi, 2023. "Banking deregulation and export product quality," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
    61. Giuseppe Simone, 2025. "Unpacking Structural Polarisation: Economic Complexity and Productivity across Italian Territories," Papers in Evolutionary Economic Geography (PEEG) 2536, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2025.
    62. 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).
    63. 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.

  17. 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. Anderson, Guy & Luiz, John M., 2025. "The development of emerging market defence enterprises: late industrialisation, catching-up, and the challenge of moving beyond linking and leveraging11We thank the editor Prof Keun Lee and anonymous reviewers for their helpful comments throughout th," Research Policy, Elsevier, vol. 54(8).
    2. Stefano Basilico & Holger Graf, 2023. "Bridging technologies in the regional knowledge space: measurement and evolution," Journal of Evolutionary Economics, Springer, vol. 33(4), pages 1085-1124, September.
    3. 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).
    4. 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).
    5. Yu, Hong & Zhang, Muyang & Zhu, Ruolu, 2025. "A reevaluation on the effectiveness of subsidies on firm's innovation: Evidence from newly categorized subsidy data," Technological Forecasting and Social Change, Elsevier, vol. 219(C).
    6. Tahi, Sofiane & Khlif, Wafa & Belghoul, Khaled & Casadella, Vanessa, 2022. "Public-private innovation networks in services: Revisiting PPPs with servitization," Technovation, Elsevier, vol. 118(C).
    7. Stefano Basilico & Uwe Cantner & Holger Graf, 2023. "Policy influence in the knowledge space: a regional application," The Journal of Technology Transfer, Springer, vol. 48(2), pages 591-622, April.
    8. Nathan, Max, 2022. "Does light touch cluster policy work? Evaluating the tech city programme," Research Policy, Elsevier, vol. 51(9).
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    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. Marta Ferrer-Serrano & M. Pilar Latorre-Martínez & Lucio Fuentelsaz, 2025. "Regional knowledge asymmetries and innovation performance from collaborations across European regions," The Journal of Technology Transfer, Springer, vol. 50(4), pages 1491-1523, August.
    15. 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.
    16. 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.
    17. 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.

  18. 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. 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.
    2. Skare, Marinko & Soriano, Domingo Riberio, 2021. "Technological and knowledge diffusion link: An international perspective 1870–2019," Technology in Society, Elsevier, vol. 66(C).
    3. 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).
    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. 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.
    6. Pierre-Alexandre Balland & Ron Boschma, 2020. "Complementary Inter-Regional Linkages and Smart Specialization: an Empirical Study on European Regions," Papers in Evolutionary Economic Geography (PEEG) 2023, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2020.
    7. 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).
    8. 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.
    9. 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).
    10. 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.

  19. 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. Rula Abushanab, 2024. "Role of Artificial Intelligence and Big Data in Sustainable Entrepreneurship," Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023, Open Knowledge, vol. 5(1), pages 275-294.
    2. 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.
    3. 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.
    4. 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).
    5. 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).
    6. 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.
    7. 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.
    8. 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.
    9. 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).
    10. 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.
    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).
    12. Andreas Rauch, 2020. "Opportunities and Threats in Reviewing Entrepreneurship Theory and Practice," Entrepreneurship Theory and Practice, , vol. 44(5), pages 847-860, September.
    13. 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.
    14. Francesco Perugini, 2023. "Space–time analysis of entrepreneurial ecosystems," The Journal of Technology Transfer, Springer, vol. 48(1), pages 240-291, February.
    15. Bernd Wurth & Erik Stam & Ben Spigel, 2022. "Toward an Entrepreneurial Ecosystem Research Program," Entrepreneurship Theory and Practice, , vol. 46(3), pages 729-778, May.
    16. 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.
    17. 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.
    18. 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.
    19. Rammer, Christian & Es-Sadki, Nordine, 2023. "Using big data for generating firm-level innovation indicators - a literature review," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    20. 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.
    21. 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).
    22. 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.

  20. 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. 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).
    2. 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.
    3. 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).
    4. 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.
    5. 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.
    6. 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).
    7. Dany Bahar & Hillel Rapoport & Riccardo Turati, 2020. "Does Birthplace Diversity Affect Economic Complexity? Cross-country Evidence," CID Working Papers 125a, Center for International Development at Harvard University.
    8. Nordholm, Amber & Finstad, Jørgen & Andersen, Allan Dahl, 2026. "‘Lumpy’ technological innovation systems and net-zero transitions: The impact of technology characteristics on the carbon capture innovation system in Norway," Technological Forecasting and Social Change, Elsevier, vol. 223(C).
    9. 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).
    10. 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).
    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. 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.
    13. Liu, Bin & Liu, Chunmiao & Li, Chuanchuan & Chen, Xiao, 2026. "The impact of digital trade rules on firms' international joint patent applications," Research Policy, Elsevier, vol. 55(1).
    14. 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.
    15. 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.
    16. 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).
    17. 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.
    18. 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.
    19. Muhammad Salah Uddin & Maria Shabir & Caterina De Lucia & Pasquale Pazienza & Ali Kabasakal, 2026. "Economic complexity and institutional quality: new insights for the shadow economy in the BRICS block," Economic Change and Restructuring, Springer, vol. 59(2), pages 1-34, April.
    20. Nast, Carolin & Broekel, Tom & Entner, Doris, 2024. "Fueling the fire? How government support drives technological progress and complexity," Research Policy, Elsevier, vol. 53(6).
    21. 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.
    22. Kang, Yankun & Liu, Ruiming & Yang, Bingyan, 2025. "Bridging the ivory tower and industry: How university science parks promote university-industry collaboration?," Research Policy, Elsevier, vol. 54(6).
    23. Broekel, Tom & Klarl, Torben, 2025. "The long-term evolution of technological complexity and its relationship with economic growth," Technovation, Elsevier, vol. 144(C).
    24. 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.
    25. Pintar, Nico & Scherngell, Thomas, 2022. "The complex nature of regional knowledge production: Evidence on European regions," Research Policy, Elsevier, vol. 51(8).
    26. Mewes, Lars & Broekel, Tom, 2022. "Technological complexity and economic growth of regions," Research Policy, Elsevier, vol. 51(8).
    27. Milad Abbasiharofteh & Tom Broekel & Lars Mewes, 2024. "The Roles of Geographic Distance and Technological Complexity in U.S. Interregional Co-patenting Over Almost Two Centuries," Papers in Evolutionary Economic Geography (PEEG) 2414, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2024.
    28. 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.
    29. 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.
    30. Bahar, Dany & Rapoport, Hillel & Turati, Riccardo, 2022. "Birthplace diversity and economic complexity: Cross-country evidence," Research Policy, Elsevier, vol. 51(8).
    31. 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).
    32. Siddharth, L. & Luo, Jianxi, 2024. "Knowledge of Technological Artefacts: Investigating the Linguistic and Structural Foundations," OSF Preprints ncqz3, Center for Open Science.
    33. 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).
    34. 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.
    35. 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.
    36. 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.
    37. 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).
    38. 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.
    39. Parcu, Pier Luigi & Innocenti, Niccolò & Carrozza, Chiara, 2022. "Ubiquitous technologies and 5G development. Who is leading the race?," Telecommunications Policy, Elsevier, vol. 46(4).
    40. Killian McCarthy & Rick Aalbers & Claudine Kearney, 2025. "Organising for innovation: alliance-to-acquisition transitions and patent production," The Journal of Technology Transfer, Springer, vol. 50(6), pages 2837-2866, December.
    41. 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.
    42. Maria Tsouri & Teis Hansen & Jens Hanson & Markus Steen, 2020. "Knowledge recombination for emerging technological innovations: the case of green shipping," Papers in Evolutionary Economic Geography (PEEG) 2045, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2020.
    43. Antonio Russo & Pasquale Scaramozzino & Andrea Zaccaria, 2025. "A job-based assessment of economic complexity: from hidden to revealed," Papers 2507.05846, arXiv.org.

  21. 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. 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.
    2. 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).
    3. 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.
    4. 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).
    5. 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.
    6. 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.
    7. Hu, Yue & Dai, Liang & Fuellhart, Kurt & Witlox, Frank, 2025. "Unraveling policy effects on airline networks in China: A temporal exponential random graph framework for slot control and route entry restrictions," Transport Policy, Elsevier, vol. 171(C), pages 882-895.
    8. 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.
    9. 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.
    10. 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).
    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 Erklärungsrahmen mit exponential random graph modeli," 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. 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.
    14. 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).
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.

  22. 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. 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.
    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. 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.
    4. 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.
    5. 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).
    6. Milad Abbasiharofteh & Tom Broekel & Lars Mewes, 2024. "The Roles of Geographic Distance and Technological Complexity in U.S. Interregional Co-patenting Over Almost Two Centuries," Papers in Evolutionary Economic Geography (PEEG) 2414, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2024.
    7. 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.
    8. Kumar, Amit & Operti, Elisa, 2025. "Recessions, institutions, and regional exploration," Research Policy, Elsevier, vol. 54(3).
    9. 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.
    10. 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.
    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. Sonja Opper, 2023. "Social network and institution-based strategy research," Asia Pacific Journal of Management, Springer, vol. 40(1), pages 329-351, March.
    13. 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.

  23. 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.

  24. 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. 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.
    3. 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.
    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. 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).
    6. 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.
    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. 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.
    9. 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.
    10. 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.
    11. Jingxue Wang & Chengjun Wang & Yang Li, 2024. "RETRACTED ARTICLE: 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.
    12. Pierre-Alexandre Balland & Ron Boschma, 2020. "Complementary Inter-Regional Linkages and Smart Specialization: an Empirical Study on European Regions," Papers in Evolutionary Economic Geography (PEEG) 2023, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2020.
    13. 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).
    14. 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.
    15. 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.
    16. 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).
    17. 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).
    18. 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.
    19. 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.

  25. 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. 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.
    2. 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.
    3. Grashof, Nils, 2021. "Putting the watering can away –Towards a targeted (problem-oriented) cluster policy framework," Research Policy, Elsevier, vol. 50(9).
    4. 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.
    5. 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).
    6. 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.
    7. Andreas GKOUZOS & Manolis CHRISTOFAKIS, 2025. "Measuring The Performance Of Export Economic Branches Located Inside Clusters: Evidence From Greece," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(2), pages 71-84, December.
    8. Yu, Hong & Zhang, Muyang & Zhu, Ruolu, 2025. "A reevaluation on the effectiveness of subsidies on firm's innovation: Evidence from newly categorized subsidy data," Technological Forecasting and Social Change, Elsevier, vol. 219(C).
    9. 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.
    10. 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).
    11. Stefano Basilico & Uwe Cantner & Holger Graf, 2023. "Policy influence in the knowledge space: a regional application," The Journal of Technology Transfer, Springer, vol. 48(2), pages 591-622, April.
    12. 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.
    13. 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.
    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. Cantner, Uwe & Graf, Holger & Herrmann, Johannes & Kalthaus, Martin, 2016. "Inventor networks in renewable energies: The influence of the policy mix in Germany," Research Policy, Elsevier, vol. 45(6), pages 1165-1184.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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).
    21. 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.
    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. 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.
    24. 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.
    25. 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.
    26. 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.
    27. Fritsch, Michael & Piontek, Matthias & Titze, Mirko, 2019. "Identifying cooperation for innovation: A comparison of data sources," IWH Discussion Papers 1/2019, Halle Institute for Economic Research (IWH).
    28. 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).
    29. 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.
    30. 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).

  26. 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).

  27. 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. 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.
    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. 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.
    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.

  28. 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. Munday, Max & Ahmadian, Reza & Turner, Karen & Formosa, Nathan & Roche, Neil, 2026. "Might tidal range schemes change the local economic impact dial on renewable electricity generation?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 226(PA).
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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).
    10. Zerrahn, Alexander, 2017. "Wind Power and Externalities," Ecological Economics, Elsevier, vol. 141(C), pages 245-260.
    11. 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).
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. Bidwell, David, 2023. "Tourists are people too: Nonresidents’ values, beliefs, and acceptance of a nearshore wind farm," Energy Policy, Elsevier, vol. 173(C).
    18. 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.
    19. 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.
    20. 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.
    21. 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).
    22. 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).
    23. 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.
    24. 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.
    25. Maria Giovanna Bosco, 2024. "The dark side of energy transition in Sardinia. Implications for energy poverty," PRISMA Economia - Societ? - Lavoro, FrancoAngeli Editore, vol. 2024(2), pages 122-146.
    26. 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.
    27. 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.
    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. 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.
    30. 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).
    31. 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).
    32. 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.
    33. 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.

  29. 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. 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.
    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. 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).
    4. 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.
    5. 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.
    6. 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.
    7. Bischoff, Thore Sören & Hipp, Ann & Runst, Petrik, 2023. "Firm innovation and generalized trust as a regional resource," Research Policy, Elsevier, vol. 52(8).

  30. 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. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Acosta, Manuel & Coronado, Daniel & Medina, Jennifer, 2024. "Effects of co-patenting across national boundaries on patent quality. An exploration in pharmaceuticals," MPRA Paper 123322, University Library of Munich, Germany.
    6. 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).
    7. 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.
    8. 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.
    9. 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.
    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. Ascani, Andrea & Balland, Pierre-Alexandre & Morrison, Andrea, 2020. "Heterogeneous foreign direct investment and local innovation in Italian Provinces," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 388-401.
    12. 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.
    13. László Lőrincz & Sándor Juhász & Rebeka O. Szabó, 2022. "Business transactions and ownership ties between firms," KRTK-KTI WORKING PAPERS 2216, Institute of Economics, Centre for Economic and Regional Studies.
    14. 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.
    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.

  31. 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. 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).
    2. 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.
    3. Weidenfeld, Adi & Clifton, Nick, 2025. "Investigating the systemic nature of knowledge networks of regions," Technological Forecasting and Social Change, Elsevier, vol. 215(C).
    4. 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.
    5. Fei Wang & Hao Wang & Qiliang Mao, 2025. "State-owned enterprises fail to drive regional technological diversification: evidence from China," Empirical Economics, Springer, vol. 69(2), pages 915-949, August.
    6. 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 innovation performance of firms?]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(11), pages 1171-1190.
    7. 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.
    8. 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).
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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).
    14. 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.
    15. Marta Ferrer-Serrano & M. Pilar Latorre-Martínez & Lucio Fuentelsaz, 2025. "Regional knowledge asymmetries and innovation performance from collaborations across European regions," The Journal of Technology Transfer, Springer, vol. 50(4), pages 1491-1523, August.
    16. 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.
    17. Weidenfeld, Adi & Makkonen, Teemu & Clifton, Nick, 2021. "From interregional knowledge networks to systems," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    18. 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.
    19. 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.
    20. 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.
    21. 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.

  32. 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. Martin, Roman & Rypestøl , Jan Ole, 2019. "Linking content and technology: On the geography of innovation networks in the Bergen media cluster," Papers in Innovation Studies 2019/1, Lund University, CIRCLE - Centre for Innovation Research.
    2. 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.
    3. Cattivelli, Valentina & Stawinoga, Agnieszka, 2019. "A revised application of 3Ts´ Florida in peri-urban areas," MPRA Paper 99221, University Library of Munich, Germany.
    4. 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.
    5. Zhenshan Yang, 2023. "Human capital space: a spatial perspective of the dynamics of people and economic relationships," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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).

  33. 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. 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.
    2. 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.
    3. 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.
    4. 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).
    5. 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.
    6. 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.
    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. Prokop, Viktor & Hajek, Petr & Stejskal, Jan, 2021. "Configuration Paths to Efficient National Innovation Ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    9. 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.
    10. 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.
    11. Bischoff, Thore Sören & Hipp, Ann & Runst, Petrik, 2023. "Firm innovation and generalized trust as a regional resource," Research Policy, Elsevier, vol. 52(8).

  34. 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. 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.
    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. 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.
    5. 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.
    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.

  35. 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. Andrea Morescalchi & Fabio Pammolli & Orion Penner & Alexander M. Petersen & Massimo Riccaboni, 2014. "The evolution of networks of innovators within and across borders: Evidence from patent data," Working Papers 1/2014, IMT School for Advanced Studies Lucca, revised Jan 2014.
    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.

  36. 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. 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.
    2. 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.
    3. 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).
    4. Hau-Horváth, Orsolya & Horváth, Márton, 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 - illusion or real factor?. A review of the literature]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(12), pages 1419-1446.
    5. 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).
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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].
    11. 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 policy]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 31(5), pages 1223-1258.
    12. Fitjar, Rune Dahl & Huber, Franz & Rodríguez-Pose, Andrés, 2016. "Not too close, not too far: testing the Goldilocks principle of ‘optimal’ distance in innovation networks," LSE Research Online Documents on Economics 84304, London School of Economics and Political Science, LSE Library.
    13. 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.
    14. 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.
    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. 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.
    17. Taalbi, Josef, 2020. "Evolution and structure of technological systems - An innovation output network," Research Policy, Elsevier, vol. 49(8).
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. Pierre-Alexandre Balland & Ron Boschma & Koen Frenken, 2013. "Proximity and Innovation: From Statics to Dynamics," Papers in Evolutionary Economic Geography (PEEG) 1314, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2013.

  37. 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. Hau-Horváth, Orsolya & Horváth, Márton, 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 - illusion or real factor?. A review of the literature]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(12), pages 1419-1446.
    2. Fitjar, Rune Dahl & Huber, Franz & Rodríguez-Pose, Andrés, 2016. "Not too close, not too far: testing the Goldilocks principle of ‘optimal’ distance in innovation networks," LSE Research Online Documents on Economics 84304, London School of Economics and Political Science, LSE Library.
    3. 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.
    4. 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.
    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.

  38. 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.

  39. 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. 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.
    2. 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.
    3. Nadine Levratto & Aziza Garsaa & Luc Tessier, 2013. "La Corse est-elle soluble dans le modèle méditerranéen ?," Working Papers hal-00842059, HAL.
    4. 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.
    5. Balazs Lengyel & Rikard Eriksson, 2015. "Co-worker networks, labour mobility, and productivity growth in regions," KRTK-KTI WORKING PAPERS 1550, Institute of Economics, Centre for Economic and Regional Studies.
    6. 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.
    7. 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.
    8. 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.
    9. Giulio Bottazzi & Giovanni Dosi & Nadia Jacoby & Angelo Secchi & Federico Tamagni, 2009. "Corporate performances and market selection. Some comparative evidence," LEM Papers Series 2009/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    10. 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.
    11. 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.
    12. 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 Mediterranean world ? An analysis from a quantile reg," EconomiX Working Papers 2013-20, University of Paris Nanterre, EconomiX.
    13. Carlos Medina & Christian M. Posso & Jorge A. Tamayo & Emma Monsalve, 2012. "Dinámica de la Demanda Laboral en la Industria Manufacturera Colombiana 1993-2009: una Estimación Panel VAR," Borradores de Economia 694, Banco de la Republica de Colombia.
    14. 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.
    15. 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.
    16. Thomas Brenner & Marco Capasso & Matthias Duschl & Koen Frenken & Tania Treibich, 2015. "Causal Relations between Knowledge-Intensive Business Services and Regional Employment Growth," Working Papers on Innovation and Space 2015-04, Philipps University Marburg, Department of Geography.
    17. Alex Coad & Tom Broekel, 2011. "Firm growth and productivity growth: evidence from a panel VAR," Post-Print hal-00670760, HAL.
    18. 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.
    19. 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).
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    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.

  40. 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.

  41. 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.

  42. 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. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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).
    6. 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.

  43. 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. 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.
    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. 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.
    4. 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.
    5. 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.

  44. 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.

  45. 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 & 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.
    2. 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.
    3. Lorenzo Cassi & Anne Plunket, 2014. "Proximity, network formation and inventive performance: in search of the proximity paradox," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 395-422, September.
    4. 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.
    5. 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).
    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 & 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.
    8. 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).
    9. 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.
    10. Grashof, Nils, 2021. "Putting the watering can away –Towards a targeted (problem-oriented) cluster policy framework," Research Policy, Elsevier, vol. 50(9).
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. Rune Dahl Fitjar & Andrés Rodríguez-Pose, 2015. "Networking, context and firm-level innovation: Cooperation through the regional filter in Norway," Papers in Evolutionary Economic Geography (PEEG) 1516, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2015.
    22. 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.
    23. 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).
    24. Stefano Basilico & Uwe Cantner & Holger Graf, 2023. "Policy influence in the knowledge space: a regional application," The Journal of Technology Transfer, Springer, vol. 48(2), pages 591-622, April.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. Niebuhr, Annekatrin & Peters, Jan Cornelius & Schmidke, Alex, 2019. "Spatial sorting of innovative firms and heterogeneous effects of agglomeration on innovation in Germany," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203584, Verein für Socialpolitik / German Economic Association.
    31. 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.
    32. 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.
    33. Wanzenböck, Iris & Piribauer, Philipp, 2015. "R&D networks and regional knowledge production in Europe. Evidence from a space-time model," Department of Economics Working Paper Series 207, WU Vienna University of Economics and Business.
    34. 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 systematic review of the literature]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(6), pages 674-698.
    35. 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.
    36. 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.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. 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).
    42. 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).
    43. 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.
    44. 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.
    45. 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.
    46. 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.
    47. 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).
    48. 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.
    49. 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.
    50. 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.
    51. 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.
    52. 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.
    53. 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, October.
    54. 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.
    55. 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.
    56. 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.
    57. Stefan Töpfer & Uwe Cantner & Holger Graf, 2019. "Structural dynamics of innovation networks in German Leading-Edge Clusters," The Journal of Technology Transfer, Springer, vol. 44(6), pages 1816-1839, December.
    58. 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.
    59. 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.
    60. Thomas H. W. Ziesemer, 2021. "The Effects of R&D Subsidies and Publicly Performed R&D on Business R&D: A Survey," Hacienda Pública Española / Review of Public Economics, IEF, vol. 236(1), pages 171-205, March.
    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. 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.
    63. Theresa Bürscher & Thomas Scherngell, 2024. "Potentials for Reducing Spatial Inequalities in Innovation: A Spatial Econometric Perspective," Growth and Change, Wiley Blackwell, vol. 55(4), December.
    64. 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.
    65. Engel, Dirk & Mitze, Timo & Patuelli, Roberto & Reinkowski, Janina, 2012. "Does Cluster Policy Trigger R&D Activity? – Evidence from German Biotech Contests," Ruhr Economic Papers 311, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    66. Yang, Bofei & Zhu, Shengjun, 2022. "Public funds in high-tech industries: A blessing or a curse," Socio-Economic Planning Sciences, Elsevier, vol. 83(C).
    67. Tom Broekel, 2015. "The Co-evolution of Proximities - A Network Level Study," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 921-935, June.
    68. 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).
    69. 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.
    70. 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.
    71. 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.
    72. 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.
    73. 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.
    74. Batool Misbah & Khan Faiza Azhar & Tufail Saira, 2025. "Radical Innovations and Economic Development: Comparative Role of Social and Human Capital in Developing Countries," Zagreb International Review of Economics and Business, Sciendo, vol. 28(2), pages 231-254.
    75. de Rassenfosse, Gaétan & Schoen, Anja & Wastyn, Annelies, 2014. "Selection bias in innovation studies: A simple test," Technological Forecasting and Social Change, Elsevier, vol. 81(C), pages 287-299.
    76. 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.
    77. 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.

  46. 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. Henderson, Heath & Follett, Lendie, 2022. "Targeting social safety net programs on human capabilities," World Development, Elsevier, vol. 151(C).
    2. Nikolova, Milena & Popova, Olga, 2017. "Sometimes Your Best Just Ain't Good Enough: The Worldwide Evidence on Well-Being Efficiency," IZA Discussion Papers 10774, IZA Network @ LISER.
    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. 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.
    5. 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.
    6. Nikolova, Milena & Popova, Olga, 2020. "Sometimes your best just ain't good enough: The worldwide evidence on subjective well-being efficiency," GLO Discussion Paper Series 596, Global Labor Organization (GLO).

  47. 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. 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.
    2. Tamás Sebestyén & Attila Varga, 2013. "Research productivity and the quality of interregional knowledge networks," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 51(1), pages 155-189, August.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.

  48. 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. 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.
    2. Bao, Yuting & Pan, Tianxing, 2025. "Close to star organizations promotes exploratory innovation for latecomers," Journal of Business Research, Elsevier, vol. 201(C).
    3. Marie Ferru & Alain Rallet, 2016. "Proximity dynamics and the geography of innovation: diminishing returns or renewal?," Post-Print hal-02025328, HAL.
    4. Steinmo, Marianne & Rasmussen, Einar, 2016. "How firms collaborate with public research organizations: The evolution of proximity dimensions in successful innovation projects," Journal of Business Research, Elsevier, vol. 69(3), pages 1250-1259.
    5. 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.
    6. Safora Allahy & Reza Naghizadeh & Saeed Shavalpour & João J. Ferreira, 2025. "Formation of multiple local knowledge ties in an engineered-based cluster in developing regions," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(6), pages 5623-5647, December.
    7. Susanne Hinzmann & Uwe Cantner & Holger Graf, 2019. "The role of geographical proximity for project performance: evidence from the German Leading-Edge Cluster Competition," The Journal of Technology Transfer, Springer, vol. 44(6), pages 1744-1783, December.
    8. 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.
    9. Lin, Mi & Kwan, Yum K., 2014. "FDI Spatial Spillovers in China," MPRA Paper 60754, University Library of Munich, Germany.
    10. Ding Nan, 2024. "The influence of proximity and knowledge base on recombination innovation in R&D collaboration," PLOS ONE, Public Library of Science, vol. 19(2), pages 1-28, February.
    11. Zhang, Ruixue & Tang, Yuyan & Li, Yongli & Zhang, Yuanxin, 2025. "What motivates the collaborative innovation relationship in infrastructure projects from dynamic network perspective," Technovation, Elsevier, vol. 148(C).
    12. Lorenzo Cassi & Anne Plunket, 2014. "Proximity, network formation and inventive performance: in search of the proximity paradox," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 395-422, September.
    13. Sándor Juhász, 2021. "Spinoffs and tie formation in cluster knowledge networks," Small Business Economics, Springer, vol. 56(4), pages 1385-1404, April.
    14. Kristina Jespersen & Damiana Rigamonti & Morten Berg Jensen & Rune Bysted, 2018. "Analysis of SMEs partner proximity preferences for process innovation," Small Business Economics, Springer, vol. 51(4), pages 879-904, December.
    15. Wang, Jiaxin & Zhao, Mu & Huang, Xiang & Song, Zilong & Sun, Di, 2024. "Supply chain diffusion mechanisms for AI applications: A perspective on audit pricing," International Review of Financial Analysis, Elsevier, vol. 93(C).
    16. Ziming Yan & Xiaojuan Qiu & Debin Du & Seamus Grimes, 2022. "Transboundary Water Cooperation in the Post-Cold War Era: Spatial Patterns and the Role of Proximity," IJERPH, MDPI, vol. 19(3), pages 1-19, January.
    17. José Antonio Belso-Martínez & Alicia Mas-Tur & Mariola Sánchez & María José López-Sánchez, 2020. "The COVID-19 response system and collective social service provision. Strategic network dimensions and proximity considerations," Service Business, Springer;Pan-Pacific Business Association, vol. 14(3), pages 387-411, September.
    18. 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.
    19. 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.
    20. 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).
    21. 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.
    22. 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).
    23. 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.
    24. Boschma, Ron, 2014. "Towards an evolutionary perspective on regional resilience," Papers in Innovation Studies 2014/14, Lund University, CIRCLE - Centre for Innovation Research.
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    102. Ellen Siu, 2018. "Interorganisational collaboration in Academic Health Science Centre: A case study on King’s Health Partnership," Working Papers 40, Birkbeck Centre for Innovation Management Research, revised Feb 2021.
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    136. 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 development]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(1), pages 22-52.
    137. 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.
    138. 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.
    139. Kang, Meiling & Li, Yucheng & Zhao, Zhongkuang & Song, Min & Yi, Jun, 2023. "Travel costs and inter-city collaborative innovation: Evidence of high-speed railway in China," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 286-302.
    140. Xiyao Xiang & Wei-Chiao Huang, 2019. "Does Distance Affect the Role of Nonlocal Subsidiaries on Cluster Firms’ Innovation? An Empirical Investigation on Chinese Biotechnology Cluster Firms," Sustainability, MDPI, vol. 11(23), pages 1-18, November.
    141. 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.
    142. Stephane Lhuillery & Julio Raffo & Intan Hamdan-Livramento, 2016. "Measuring creativity: Learning from innovation measurement," WIPO Economic Research Working Papers 31, World Intellectual Property Organization - Economics and Statistics Division.
    143. Ron Boschma, 2021. "Global Value Chains from an Evolutionary Economic Geography perspective: a research agenda," Papers in Evolutionary Economic Geography (PEEG) 2134, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2021.
    144. 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.
    145. Luciana Lazzeretti & Niccolò Innocenti & Francesco Capone, 2015. "Does Related variety matter for Creative Industries?," Papers in Evolutionary Economic Geography (PEEG) 1510, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2015.
    146. Der-Shiuan Lee, 2018. "Towards Urban Resilience through Inter-City Networks of Co-Invention: A Case Study of U.S. Cities," Sustainability, MDPI, vol. 10(2), pages 1-23, January.
    147. Marie Ferru & Marie-Pierre Renée Bes & Michel Grossetti, 2011. "Measuring social proximity in the geography of innovation," Post-Print halshs-01395667, HAL.
    148. A. Tuncer & F. Gezici, 2024. "Influence of proximities and their interaction effects on scientific collaborations: the case of Turkish regions," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(3), pages 1277-1298, March.
    149. Gergő Tóth & Zoltán Elekes & Sándor Juhász & Balázs Lengyel, 2021. "Repeated collaboration of inventors across European regions," KRTK-KTI WORKING PAPERS 2117, Institute of Economics, Centre for Economic and Regional Studies.
    150. Chaocheng He & Jiang Wu & Qingpeng Zhang, 2022. "Proximity‐aware research leadership recommendation in research collaboration via deep neural networks," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 73(1), pages 70-89, January.
    151. 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.
    152. 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.
    153. Keungoui Kim & Dieter F. Kogler & Jisoo Hur, 2025. "Mapping regional knowledge spaces via BERTopic and BERT similarity: the semantic proximity of quantum science in the overall scientific publication landscape," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(10), pages 5793-5820, October.
    154. 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.
    155. Claudia Werker & Vladimir Korzinov & Scott Cunningham, 2019. "Formation and output of collaborations: the role of proximity in German nanotechnology," Journal of Evolutionary Economics, Springer, vol. 29(2), pages 697-719, April.
    156. Grzegorz Micek, 2019. "Geographical Proximity Paradox Revisited: The Case of IT Service SMEs in Poland," Sustainability, MDPI, vol. 11(20), pages 1-18, October.
    157. 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.
    158. 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.
    159. Ekaterina Turkina & Ari Van Assche & Raja Kali, 2016. "Network Structure and Industrial Clustering Dynamics in the Aerospace Industry," CIRANO Working Papers 2016s-14, CIRANO.
    160. 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.
    161. Fernando Alexandre & Hélder Costa & Ana Paula Faria & Miguel Portela, 2022. "Enhancing University–Industry collaboration: the role of intermediary organizations," The Journal of Technology Transfer, Springer, vol. 47(5), pages 1584-1611, October.
    162. 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.
    163. 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.
    164. Yawen Qin & Xiaozhen Qin & Haohui Chen & Xun Li & Wei Lang, 2021. "Measuring cognitive proximity using semantic analysis: A case study of China's ICT industry," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(7), pages 6059-6084, July.
    165. Pierre-Alexandre Balland & Ron Boschma & Koen Frenken, 2013. "Proximity and Innovation: From Statics to Dynamics," Papers in Evolutionary Economic Geography (PEEG) 1314, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2013.
    166. 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.
    167. 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.
    168. 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.
    169. 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.
    170. 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.
    171. 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.
    172. Giacomo Lo Conte & Andrea Mina & Silvia Rocchetta, 2023. "Turning technological relatedness into industrial strategy: The productivity effects of Smart Specialisation in Europe," Papers in Evolutionary Economic Geography (PEEG) 2323, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2023.

  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. 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. Stepan Zemtsov & Alexander Muradov & Imogen Wade & Vera Barinova, 2016. "Determinants of Regional Innovation in Russia: Are People or Capital More Important?," Foresight and STI Governance, National Research University Higher School of Economics, vol. 10(2), pages 29-42.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    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. Stepan Zemtsov, 2014. "Assessment of innovation potential for Russian regions," ERSA conference papers ersa14p138, European Regional Science Association.
    14. 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.
    15. 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).
    16. 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.
    17. 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.
    18. 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.
    19. Ana Paula Faria & Natália Barbosa & Vasco Eiriz, 2013. "Firms’ innovation across regions: an exploratory study," NIPE Working Papers 12/2013, NIPE - Universidade do Minho.
    20. 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.
    21. 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.
    22. 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).
    23. 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.
    24. 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).
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.

  51. 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 [The drivers of the spatial emergence and clustering of the photovoltaic industry in Germany]," MPRA Paper 67959, University Library of Munich, Germany.
    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. Thomas Brenner, 2014. "Science, Innovation and National Growth," Working Papers on Innovation and Space 2014-03, Philipps University Marburg, Department of Geography.
    4. 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.
    5. 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.
    6. 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).
    7. 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.
    8. Berlemann, Michael & Jahn, Vera, 2015. "Regional importance of Mittelstand firms and innovation performance," Beiträge zur Jahrestagung 2015 (Bayreuth) 140884, Verein für Socialpolitik, Ausschuss für Wirtschaftssysteme und Institutionenökonomik.
    9. 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.
    10. 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.
    11. 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.
    12. 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).
    13. Michael Berlemann & Vera Jahn, 2014. "Governance, Firm Size and Innovative Capacity: Regional Empirical Evidence for Germany," Working Paper 150/2014, Helmut Schmidt University, Hamburg.
    14. 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.
    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. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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).
    21. 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.
    22. 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.
    23. 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.
    24. Daniel Nepelski & Giuditta de Prato, 2014. "Identifying European Poles of Excellence: The Methodology," JRC Research Reports JRC85356, Joint Research Centre.
    25. 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.
    26. 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.
    27. 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.
    28. 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).
    29. 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.

  52. 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. 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.
    2. 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.
    3. 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.

  53. 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. 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.
    5. 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.

  54. 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. 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.
    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).
    3. 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.

  55. 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. Ron Boschma & Ron Martin, 2010. "The Aims and Scope of Evolutionary Economic Geography," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 1, Edward Elgar Publishing.
    3. Anja Dettmann & Sidonia Proff & Thomas Brenner, 2015. "Co-operation over distance? The spatial dimension of inter-organizational innovation collaboration," Journal of Evolutionary Economics, Springer, vol. 25(4), pages 729-753, September.
    4. 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.
    5. 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.
    6. 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.
    7. 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).
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Holger Graf & Jens Kruger, 2011. "The Performance of Gatekeepers in Innovator Networks," Industry and Innovation, Taylor & Francis Journals, vol. 18(1), pages 69-88.
    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.

  56. 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. 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).
    2. Hasan, Hamid, 2009. "Capabilities measurement: an empirical investigation," MPRA Paper 16742, University Library of Munich, Germany, revised 12 Aug 2009.
    3. 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.
    4. 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.

  57. 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. Nast, Carolin & Broekel, Tom & Entner, Doris, 2024. "Fueling the fire? How government support drives technological progress and complexity," Research Policy, Elsevier, vol. 53(6).
    3. 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.
    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.

  58. 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. 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.
    2. 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.
    3. Martin Woerter, 2012. "Technology proximity between firms and universities and technology transfer," The Journal of Technology Transfer, Springer, vol. 37(6), pages 828-866, December.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    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 & 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.
    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.

  59. 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. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.

  60. 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. 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.
    2. Neil Reid & Bruce W. Smith & Michael C. Carroll, 2008. "Cluster Regions," Economic Development Quarterly, , vol. 22(4), pages 345-352, November.
    3. 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.
    4. Mounir Amdaoud & Nadine Levratto, 2024. "Sectoral Diversity and Local Employment Growth in France [Diversité sectorielle et croissance de l’emploi local en France]," Post-Print hal-05185983, HAL.
    5. 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).
    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. Anja Dettmann & Sidonia Proff & Thomas Brenner, 2015. "Co-operation over distance? The spatial dimension of inter-organizational innovation collaboration," Journal of Evolutionary Economics, Springer, vol. 25(4), pages 729-753, September.
    8. 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.
    9. 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.
    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. 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 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.
    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. 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.
    15. 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.
    16. 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).
    17. 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.
    18. Thomas Brenner & Marco Capasso & Matthias Duschl & Koen Frenken & Tania Treibich, 2015. "Causal Relations between Knowledge-Intensive Business Services and Regional Employment Growth," Working Papers on Innovation and Space 2015-04, Philipps University Marburg, Department of Geography.
    19. 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.
    20. 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).
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    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. 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.
    27. Tom Broekel, 2015. "The Co-evolution of Proximities - A Network Level Study," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 921-935, June.
    28. 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.
    29. 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.
    30. 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.
    31. 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.

  61. 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. 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.
    2. 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.
    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. Broekel, Tom & Klarl, Torben, 2025. "The long-term evolution of technological complexity and its relationship with economic growth," Technovation, Elsevier, vol. 144(C).
    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. 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.
  4. 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.
    See citations under working paper version above.
  5. 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.
  6. 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.
  7. 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. 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.
    2. 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.
    3. Simone Daniotti & Matte Hartog & Frank Neffke, 2025. "The Coherence of US cities," Papers in Evolutionary Economic Geography (PEEG) 2522, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2025.
    4. Philipp Koch & Viktor Stojkoski & C'esar A. Hidalgo, 2025. "Augmenting the availability of historical GDP per capita estimates through machine learning," Papers 2505.09399, arXiv.org.
    5. 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).
    6. Quinten De Wettinck & Karolien De Bruyne & Wouter Bam & C'esar A. Hidalgo, 2025. "Economic Complexity Alignment and Sustainable Development," Papers 2509.17919, arXiv.org, revised Sep 2025.
    7. 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.
    8. 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.
    9. 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.
    10. Nordlund, Carl, 2023. "Transformations, trajectories and similarities of national production structures: a comparative fingerprinting approach," SocArXiv 6byxh, Center for Open Science.
    11. 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.
    12. 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.
    13. Muhammet AKTUG & Sedat POLAT & Aykut BASOGLU, 2025. "Fiscal Policy as a Driver of Economic Complexity: Evidence from Selected OECD Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(6), pages 18648-18677, December.
    14. Valverde-Carbonell, Jorge, 2025. "Rethinking the literature on economic complexity indexes," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 123-145.
    15. 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.
    16. 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).
    17. Viktor Stojkoski & C'esar A. Hidalgo, 2025. "Optimizing Economic Complexity," Papers 2503.04476, arXiv.org, revised Sep 2025.
    18. 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.
    19. 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).
    20. 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.
    21. Zeynalov, Ayaz, 2025. "Distance to frontier: From imitation to innovation," Technological Forecasting and Social Change, Elsevier, vol. 217(C).
    22. Uribe, Jorge M., 2025. "Investment in intangible assets and economic complexity," Research Policy, Elsevier, vol. 54(1).
    23. 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).
    24. Eslam A. Hassanein & Nagwa Samak & Salwa Abdelaziz, 2024. "The synergetic effect of economic complexity and governance on quality of life: policy thresholds," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-20, December.
    25. Broekel, Tom & Klarl, Torben, 2025. "The long-term evolution of technological complexity and its relationship with economic growth," Technovation, Elsevier, vol. 144(C).
    26. 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.
    27. Cesar A. Hidalgo & Viktor Stojkoski, 2025. "Capability Accumulation and Conditional Convergence: Towards a Dynamic Theory of Economic Complexity," Papers 2512.10672, arXiv.org.
    28. 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," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-14, December.
    29. Sánchez-Dávila, Elmer & Riquelme, Andrés, 2025. "Mineral price shocks on macroeconomic aggregates in a highly dependent small open economy: Evidence from Peru, 2003–2024," Resources Policy, Elsevier, vol. 108(C).
    30. Zechlin, Linus, 2025. "Economic complexity and financial development: A multilayered analysis of the European Union," IPE Working Papers 258/2025, Berlin School of Economics and Law, Institute for International Political Economy (IPE).
    31. 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.
    32. 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.
    33. Mariam Camarero & Joan Crespo & Cecilio Tamarit, 2025. "FDI and the evolution of the comparative advantage of nations," Working Papers 2511, Department of Applied Economics II, Universidad de Valencia.
    34. Bachtrögler-Unger, Julia & Balland, Pierre-Alexandre & Boschma, Ron & Schwab, Thomas, 2023. "Technological capabilities and the twin transition in Europe: Opportunities for regional collaboration and economic cohesion," MPRA Paper 117485, University Library of Munich, Germany.
    35. C'esar A. Hidalgo & Viktor Stojkoski, 2025. "The Theory of Economic Complexity," Papers 2506.18829, arXiv.org, revised Feb 2026.
    36. 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.
    37. 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).
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. Teutloff, Ole & Einsiedler, Johanna & Kässi, Otto & Braesemann, Fabian & Mishkin, Pamela & del Rio-Chanona, R. Maria, 2025. "Winners and losers of generative AI: Early Evidence of Shifts in Freelancer Demand," Journal of Economic Behavior & Organization, Elsevier, vol. 235(C).
    43. 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).
    44. 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.
    45. Naudé, Wim, 2022. "The Future Economics of Artificial Intelligence: Mythical Agents, a Singleton and the Dark Forest," IZA Discussion Papers 15713, IZA Network @ LISER.
    46. David Bistuer & Helena Chuliá & Jorge M. Uribe, 2025. "Economic Complexity and the Resilience-Sustainability Strategy for Climate Change," IREA Working Papers 202521, University of Barcelona, Research Institute of Applied Economics.
    47. 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.
    48. Alessio Bumbea & Giuseppe Espa & Marco Gentile & Annamaria Giuffrida & Andrea Mazzitelli & Marco Pini, 2025. "Economic complexity as tool to assess the territorial development: a novel empirical approach inspired by network theory applied to patent data," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(3), pages 1939-1977, June.
    49. 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.
    50. Lee, Keun & Álvarez, Isabel & Valarezo, Ángel, 2025. "Global value chains, structural change and growth dynamics in South Korea and Spain: Costs and benefits of globalization," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 517-537.
    51. 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.
    52. 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.
    53. Bernardo Caldarola & Dario Mazzilli & Lorenzo Napolitano & Aurelio Patelli & Angelica Sbardella, 2023. "Economic complexity and the sustainability transition: A review of data, methods, and literature," Papers 2308.07172, arXiv.org, revised Mar 2024.
    54. José E. Gómez-González & Jorge M. Uribe & Oscar M. Valencia, 2022. ""Does economic complexity reduce the probability of a fiscal crisis?"," IREA Working Papers 202218, University of Barcelona, Research Institute of Applied Economics, revised Nov 2022.
    55. Julio Villavicencio Vásquez, 2025. "How to develop the capital market?: make countries fitness," Documentos de Trabajo / Working Papers 2025-542, Departamento de Economía - Pontificia Universidad Católica del Perú.
    56. Ziang Huang & Huashan Chen, 2025. "Across Time and (Product) Space: A Capability-Centric Model of Relatedness and Economic Complexity," Papers 2508.21616, arXiv.org, revised Apr 2026.
    57. 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.
    58. Sampaio Filho, Cesar I.N. & Pires, Rilder S. & Carmona, Humberto A. & Andrade Jr., José S., 2026. "Mapping inter-city trade networks to maximum entropy models using electronic invoice data," Chaos, Solitons & Fractals, Elsevier, vol. 202(P2).
    59. Breno Valente Fontes Araújo & Ana Claudia Azevedo & Marco Aurélio Marques Ferreira, 2025. "The relationship between the pillars of national innovation systems and economic complexity: An international empirical analysis," Journal of Evolutionary Economics, Springer, vol. 35(5), pages 809-832, November.
    60. 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.
    61. James McNerney & Yang Li & Andres Gomez-Lievano & Frank Neffke, 2025. "Bridging the short-term and long-term dynamics of economic structural change," Nature Communications, Nature, vol. 16(1), pages 1-15, December.
    62. Liao, Kaicheng & Li, Chunyan & Jiang, Lei, 2025. "How geographical indication products impact agricultural economic resilience: Evidence from China," China Economic Review, Elsevier, vol. 94(PA).
    63. 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).
    64. Aleksandra Parteka, 2025. "Trade Specialisation in Products Embedding Automation Technologies: Cross-Country Evidence and the Case of Poland," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 3, pages 47-67.
    65. Gnangnon, Sèna Kimm, 2023. "Do Aid for Trade flows affect Technology Licensing in Recipient Countries?," EconStor Preprints 273419, ZBW - Leibniz Information Centre for Economics.
    66. 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.
    67. Viktor Stojkoski & Philipp Koch & Eva Coll & Cesar A. Hidalgo, 2023. "Estimating Digital Product Trade through Corporate Revenue Data," Papers 2310.02253, arXiv.org, revised Jun 2024.
    68. Yibo Qiao & Yingcheng Li & Ron Boschma, 2025. "Place Dependence, Industrial Diversification, and Economic Performance of Chinese Cities," Papers in Evolutionary Economic Geography (PEEG) 2531, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2025.
    69. Ekene ThankGod Emeka & Simplice A. Asongu & Yolande E. Ngoungou, 2024. "Gender economic inclusion, governance institutions and economic complexity in Africa," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(5), pages 5639-5658, October.
    70. Antonio Russo & Pasquale Scaramozzino & Andrea Zaccaria, 2025. "A job-based assessment of economic complexity: from hidden to revealed," Papers 2507.05846, arXiv.org.

  8. 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. 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.
    2. Simone Daniotti & Matte Hartog & Frank Neffke, 2025. "The Coherence of US cities," Papers in Evolutionary Economic Geography (PEEG) 2522, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2025.
    3. Philipp Koch & Viktor Stojkoski & C'esar A. Hidalgo, 2025. "Augmenting the availability of historical GDP per capita estimates through machine learning," Papers 2505.09399, arXiv.org.
    4. 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) 2207, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2022.
    5. 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).
    6. Nordlund, Carl, 2023. "Transformations, trajectories and similarities of national production structures: a comparative fingerprinting approach," SocArXiv 6byxh, Center for Open Science.
    7. 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.
    8. 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.
    9. Valverde-Carbonell, Jorge, 2025. "Rethinking the literature on economic complexity indexes," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 123-145.
    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. 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).
    12. Viktor Stojkoski & C'esar A. Hidalgo, 2025. "Optimizing Economic Complexity," Papers 2503.04476, arXiv.org, revised Sep 2025.
    13. 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).
    14. 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.
    15. Zeynalov, Ayaz, 2025. "Distance to frontier: From imitation to innovation," Technological Forecasting and Social Change, Elsevier, vol. 217(C).
    16. Uribe, Jorge M., 2025. "Investment in intangible assets and economic complexity," Research Policy, Elsevier, vol. 54(1).
    17. 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.
    18. Broekel, Tom & Klarl, Torben, 2025. "The long-term evolution of technological complexity and its relationship with economic growth," Technovation, Elsevier, vol. 144(C).
    19. 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.
    20. Cesar A. Hidalgo & Viktor Stojkoski, 2025. "Capability Accumulation and Conditional Convergence: Towards a Dynamic Theory of Economic Complexity," Papers 2512.10672, arXiv.org.
    21. Sánchez-Dávila, Elmer & Riquelme, Andrés, 2025. "Mineral price shocks on macroeconomic aggregates in a highly dependent small open economy: Evidence from Peru, 2003–2024," Resources Policy, Elsevier, vol. 108(C).
    22. Zechlin, Linus, 2025. "Economic complexity and financial development: A multilayered analysis of the European Union," IPE Working Papers 258/2025, Berlin School of Economics and Law, Institute for International Political Economy (IPE).
    23. 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.
    24. Bachtrögler-Unger, Julia & Balland, Pierre-Alexandre & Boschma, Ron & Schwab, Thomas, 2023. "Technological capabilities and the twin transition in Europe: Opportunities for regional collaboration and economic cohesion," MPRA Paper 117485, University Library of Munich, Germany.
    25. C'esar A. Hidalgo & Viktor Stojkoski, 2025. "The Theory of Economic Complexity," Papers 2506.18829, arXiv.org, revised Feb 2026.
    26. 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.
    27. 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).
    28. 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.
    29. 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.
    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. Teutloff, Ole & Einsiedler, Johanna & Kässi, Otto & Braesemann, Fabian & Mishkin, Pamela & del Rio-Chanona, R. Maria, 2025. "Winners and losers of generative AI: Early Evidence of Shifts in Freelancer Demand," Journal of Economic Behavior & Organization, Elsevier, vol. 235(C).
    32. 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).
    33. 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.
    34. 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).
    35. 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.
    36. Naudé, Wim, 2022. "The Future Economics of Artificial Intelligence: Mythical Agents, a Singleton and the Dark Forest," IZA Discussion Papers 15713, IZA Network @ LISER.
    37. Maurya, Garima & Sahu, Sohini, 2022. "Cross-country variations in economic complexity: The role of individualism," Economic Modelling, Elsevier, vol. 115(C).
    38. David Bistuer & Helena Chuliá & Jorge M. Uribe, 2025. "Economic Complexity and the Resilience-Sustainability Strategy for Climate Change," IREA Working Papers 202521, University of Barcelona, Research Institute of Applied Economics.
    39. Alessio Bumbea & Giuseppe Espa & Marco Gentile & Annamaria Giuffrida & Andrea Mazzitelli & Marco Pini, 2025. "Economic complexity as tool to assess the territorial development: a novel empirical approach inspired by network theory applied to patent data," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(3), pages 1939-1977, June.
    40. 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.
    41. Lee, Keun & Álvarez, Isabel & Valarezo, Ángel, 2025. "Global value chains, structural change and growth dynamics in South Korea and Spain: Costs and benefits of globalization," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 517-537.
    42. 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.
    43. 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.
    44. Bernardo Caldarola & Dario Mazzilli & Lorenzo Napolitano & Aurelio Patelli & Angelica Sbardella, 2023. "Economic complexity and the sustainability transition: A review of data, methods, and literature," Papers 2308.07172, arXiv.org, revised Mar 2024.
    45. José E. Gómez-González & Jorge M. Uribe & Oscar M. Valencia, 2022. ""Does economic complexity reduce the probability of a fiscal crisis?"," IREA Working Papers 202218, University of Barcelona, Research Institute of Applied Economics, revised Nov 2022.
    46. Julio Villavicencio Vásquez, 2025. "How to develop the capital market?: make countries fitness," Documentos de Trabajo / Working Papers 2025-542, Departamento de Economía - Pontificia Universidad Católica del Perú.
    47. Ziang Huang & Huashan Chen, 2025. "Across Time and (Product) Space: A Capability-Centric Model of Relatedness and Economic Complexity," Papers 2508.21616, arXiv.org, revised Apr 2026.
    48. 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.
    49. Sampaio Filho, Cesar I.N. & Pires, Rilder S. & Carmona, Humberto A. & Andrade Jr., José S., 2026. "Mapping inter-city trade networks to maximum entropy models using electronic invoice data," Chaos, Solitons & Fractals, Elsevier, vol. 202(P2).
    50. Liao, Kaicheng & Li, Chunyan & Jiang, Lei, 2025. "How geographical indication products impact agricultural economic resilience: Evidence from China," China Economic Review, Elsevier, vol. 94(PA).
    51. 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.
    52. 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.
    53. Gnangnon, Sèna Kimm, 2023. "Do Aid for Trade flows affect Technology Licensing in Recipient Countries?," EconStor Preprints 273419, ZBW - Leibniz Information Centre for Economics.
    54. 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.
    55. Viktor Stojkoski & Philipp Koch & Eva Coll & Cesar A. Hidalgo, 2023. "Estimating Digital Product Trade through Corporate Revenue Data," Papers 2310.02253, arXiv.org, revised Jun 2024.
    56. 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.
    57. Ekene ThankGod Emeka & Simplice A. Asongu & Yolande E. Ngoungou, 2024. "Gender economic inclusion, governance institutions and economic complexity in Africa," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(5), pages 5639-5658, October.

  9. Philipp Gareis & Tom Broekel, 2022. "The Spatial Patterns of Student Mobility Before, During and After the Bologna Process in Germany," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 113(3), pages 290-309, July.
    See citations under working paper version above.
  10. 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.
  11. 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. Ron Boschma, 2025. "Towards an Evolutionary Perspective on Institutions in Economic Geography," Papers in Evolutionary Economic Geography (PEEG) 2527, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2025.
    2. 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.

  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. 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.
  15. 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. 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.
    2. Carlos Bianchi & Pablo Galaso & Sofía Maio & Sergio Palomeque, 2025. "Collaboration strategies for digitalization in the Uruguayan forestry industry : a social network analysis," Documentos de Trabajo (working papers) 25-19, Instituto de Economía - IECON.
    3. 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.

  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. 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.
  22. 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.
  23. Thomas Brenner & Tom Broekel, 2019. "Evolutionary economics and policy: Introduction to the special issue," Journal of Evolutionary Economics, Springer, vol. 29(5), pages 1373-1378, November.

    Cited by:

    1. Philip McCann & Raquel Ortega-Argilés & Mark Thissen & Ming-Wei Hsu, 2026. "Mercantilist and protectionist shocks on innovation, growth, and economic policy in European regions," Journal of Evolutionary Economics, Springer, vol. 36(1), pages 1-27, April.
    2. Tobias König & Thomas Brenner, 2026. "Decline or renewal? Factors influencing the evolution of mature industrial clusters," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 46(1), pages 53-90, March.
    3. Deegan Jason & Asheim Bjørn Terje & Haus-Reve Silje & Afewerki Samson & Blomgren Atle & Landazuri-Tveteraas Ursula, 2025. "The oil and gas industry – a key to a successful, sustainable transition in Norway? Barriers and challenges to knowledge transfer to offshore wind and aquaculture," ZFW – Advances in Economic Geography, De Gruyter, vol. 69(2-3), pages 150-163.

  24. 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.
  25. 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.
  26. 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.
  27. 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.

  28. 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.
  29. 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.
  30. 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. 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.
    2. 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.
    3. 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.
    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. 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. 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.
    7. 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.
    8. 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).
    9. 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).
    10. 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.
    11. 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.
    12. 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.
    13. 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 Erklärungsrahmen mit exponential random graph modeli," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 43(1), pages 101-124, April.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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).
    19. Mauleon, Ana & Sempere-Monerris, Jose J. & Vannetelbosch, Vincent, 2023. "R&D network formation with myopic and farsighted firms," Journal of Economic Behavior & Organization, Elsevier, vol. 208(C), pages 203-229.
    20. 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.

  31. 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.
  32. 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.
  33. 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.
  34. 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. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    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. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Philip James Purnell, 2025. "Transdisciplinary research: how much is academia heeding the call to work more closely with societal stakeholders such as industry, government, and nonprofits?," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(7), pages 3571-3595, July.
    12. 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).
    13. 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.
    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. 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.
    16. 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.
    17. 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).
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. Vendrell-Herrero, Ferran & Bustinza, Oscar F. & Larreina, Mikel & Opazo-Basaez, Marco & Chesbrough, Henry, 2025. "Blazing the trail: Describing and assessing a new policy instrument whereby indirect tax incentives fuel collaborative innovation," Research Policy, Elsevier, vol. 54(8).
    31. 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.
    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. 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.
    34. 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.
    35. 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.
    36. 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).
    37. Gergő Tóth & Zoltán Elekes & Sándor Juhász & Balázs Lengyel, 2021. "Repeated collaboration of inventors across European regions," KRTK-KTI WORKING PAPERS 2117, Institute of Economics, Centre for Economic and Regional Studies.
    38. Daohan Yu & Fang Wang, 2025. "Intergovernmental Competition and Agricultural Science and Technology Innovation Efficiency: Evidence from China," Agriculture, MDPI, vol. 15(5), pages 1-24, February.
    39. 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.
    40. 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.
    41. 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).
    42. 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).

  35. 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.
  36. 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.
  37. 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.
  38. 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.
  39. 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. 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 LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 201701, University of Turin.
    2. 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.
    3. 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.
    4. Belitski, Maksmi & Mariani, Marcello, 2023. "The effect of knowledge collaboration on business model reconfiguration," European Management Journal, Elsevier, vol. 41(2), pages 223-235.
    5. Wanzenböck, Iris & Piribauer, Philipp, 2015. "R&D networks and regional knowledge production in Europe. Evidence from a space-time model," Department of Economics Working Paper Series 207, WU Vienna University of Economics and Business.
    6. Fei Wang & Hao Wang & Qiliang Mao, 2025. "State-owned enterprises fail to drive regional technological diversification: evidence from China," Empirical Economics, Springer, vol. 69(2), pages 915-949, August.
    7. 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.
    8. 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.
    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. 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.
    11. 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.
    12. 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.
    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.
    14. 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.

  40. 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. 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.
    2. 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.
    3. 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.
    4. Zhang, Ruixue & Tang, Yuyan & Li, Yongli & Zhang, Yuanxin, 2025. "What motivates the collaborative innovation relationship in infrastructure projects from dynamic network perspective," Technovation, Elsevier, vol. 148(C).
    5. 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).
    6. Sándor Juhász, 2021. "Spinoffs and tie formation in cluster knowledge networks," Small Business Economics, Springer, vol. 56(4), pages 1385-1404, April.
    7. 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.
    8. 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).
    9. 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).
    10. Tobias Scholl & Antonios Garas & Frank Schweitzer, 2015. "The spatial component of R&D networks," Papers 1509.08291, arXiv.org.
    11. 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.
    12. Gergő Tóth & Zoltán Elekes & Adam Whittle & Changjun Lee & Dieter F. Kogler, 2022. "Technology network structure conditions the economic resilience of regions," KRTK-KTI WORKING PAPERS 2202, Institute of Economics, Centre for Economic and Regional Studies.
    13. 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).
    14. 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.
    15. 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.
    16. Holger Graf, 2017. "Regional Innovator Networks - A Review and an Application with R," Jena Economics Research Papers 2017-016, Friedrich-Schiller-University Jena.
    17. 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.
    18. 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.
    19. 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).
    20. 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.
    21. Matteo Spinazzola & Veronica Scuotto & Marco Pironti & Manlio Giudice, 2025. "Connectedness of entrepreneurial ecosystems: evidence from the mobility of knowledge-intensive entrepreneurs," Small Business Economics, Springer, vol. 65(3), pages 1517-1534, October.
    22. Amitabh Anand & Louise Brøns Kringelum & Charlotte Øland Madsen & Louisa Selivanovskikh, 2020. "Interorganizational learning: a bibliometric review and research agenda," Post-Print hal-02870017, HAL.
    23. 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," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
    24. Weidenfeld, Adi & Clifton, Nick, 2025. "Investigating the systemic nature of knowledge networks of regions," Technological Forecasting and Social Change, Elsevier, vol. 215(C).
    25. Hu, Yue & Dai, Liang & Fuellhart, Kurt & Witlox, Frank, 2025. "Unraveling policy effects on airline networks in China: A temporal exponential random graph framework for slot control and route entry restrictions," Transport Policy, Elsevier, vol. 171(C), pages 882-895.
    26. 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.
    27. 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.
    28. José M. Gaspar, 2018. "A prospective review on New Economic Geography," FEP Working Papers 605, Universidade do Porto, Faculdade de Economia do Porto.
    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. 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 Erklärungsrahmen mit exponential random graph modeli," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 43(1), pages 101-124, April.
    31. 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. Bachtrögler-Unger, Julia & Balland, Pierre-Alexandre & Boschma, Ron & Schwab, Thomas, 2023. "Technological capabilities and the twin transition in Europe: Opportunities for regional collaboration and economic cohesion," MPRA Paper 117485, University Library of Munich, Germany.
    33. 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.
    34. 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).
    35. 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.
    36. 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.
    37. 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).
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. 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.
    43. László Lőrincz & Sándor Juhász & Rebeka O. Szabó, 2022. "Business transactions and ownership ties between firms," KRTK-KTI WORKING PAPERS 2216, Institute of Economics, Centre for Economic and Regional Studies.
    44. 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.
    45. 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.
    46. 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.
    47. 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.
    48. Gergő Tóth & Zoltán Elekes & Sándor Juhász & Balázs Lengyel, 2021. "Repeated collaboration of inventors across European regions," KRTK-KTI WORKING PAPERS 2117, Institute of Economics, Centre for Economic and Regional Studies.
    49. Ilwon Seo, 2019. "Regions’ Technology Brokerage Patterns and Dynamics for Regional Development," Sustainability, MDPI, vol. 11(9), pages 1-15, May.
    50. 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.
    51. Keungoui Kim & Dieter F. Kogler & Jisoo Hur, 2025. "Mapping regional knowledge spaces via BERTopic and BERT similarity: the semantic proximity of quantum science in the overall scientific publication landscape," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(10), pages 5793-5820, October.
    52. 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.
    53. 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.

  41. 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. 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.
    2. Safora Allahy & Reza Naghizadeh & Saeed Shavalpour & João J. Ferreira, 2025. "Formation of multiple local knowledge ties in an engineered-based cluster in developing regions," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(6), pages 5623-5647, December.
    3. 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.
    4. Sándor Juhász, 2021. "Spinoffs and tie formation in cluster knowledge networks," Small Business Economics, Springer, vol. 56(4), pages 1385-1404, April.
    5. 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.
    6. 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.
    7. 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).
    8. Hau-Horváth, Orsolya & Horváth, Márton, 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 - illusion or real factor?. A review of the literature]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(12), pages 1419-1446.
    9. 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.
    10. 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.
    11. 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).
    12. 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.
    13. 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.
    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. 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.
    16. 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.
    17. Johannes van Der Pol, 2017. "Introduction to network modeling using Exponential Random Graph models (ERGM)," Working Papers hal-01284994, HAL.
    18. 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.
    19. 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.
    20. 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.
    21. Hermans, Frans, 2021. "The contribution of statistical network models to the study of clusters and their evolution," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 100(2), pages 379-403.

  42. 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.
  43. 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. 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.
    2. 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.
    3. 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).
    4. 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.
    5. 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).
    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 & 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.
    8. 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).
    9. 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.
    10. 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.
    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. 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.
    13. 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," Papers in Evolutionary Economic Geography (PEEG) 1323, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2013.
    14. 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).
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. Holger Graf, 2017. "Regional Innovator Networks - A Review and an Application with R," Jena Economics Research Papers 2017-016, Friedrich-Schiller-University Jena.
    22. Stefano Basilico & Uwe Cantner & Holger Graf, 2023. "Policy influence in the knowledge space: a regional application," The Journal of Technology Transfer, Springer, vol. 48(2), pages 591-622, April.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. Milad Abbasiharofteh & Tom Broekel & Lars Mewes, 2024. "The Roles of Geographic Distance and Technological Complexity in U.S. Interregional Co-patenting Over Almost Two Centuries," Papers in Evolutionary Economic Geography (PEEG) 2414, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2024.
    35. 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.
    36. 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.
    37. 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).
    38. 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.
    39. 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).
    40. 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.
    41. 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.
    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. 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.
    44. 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.
    45. 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).
    46. 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.
    47. 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.
    48. 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.
    49. 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.
    50. 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.
    51. 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.
    52. 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).
    53. 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.

  44. 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. 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.
    3. Martin Binder, 2013. "Subjective Well-being Capabilities: Bridging the Gap between the Capability Approach and Subjective Well-Being Research," Papers on Economics and Evolution 2013-02, Philipps University Marburg, Department of Geography.
    4. 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.
    5. 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.
    6. 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.
    7. Sarracino, Francesco & O'Connor, Kelsey J., 2022. "A Measure of Well-Being Efficiency Based on the World Happiness Report," IZA Discussion Papers 15669, IZA Network @ LISER.
    8. 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.
    9. 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.
    10. 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.
    11. Nikolova, Milena & Popova, Olga, 2017. "Sometimes Your Best Just Ain't Good Enough: The Worldwide Evidence on Well-Being Efficiency," IZA Discussion Papers 10774, IZA Network @ LISER.
    12. 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.
    13. 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.
    14. 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.
    15. 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).
    16. Hideyuki Mizobuchi, 2017. "Measuring Socio-economic Factors and Sensitivity of Happiness," Journal of Happiness Studies, Springer, vol. 18(2), pages 463-504, April.
    17. 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.
    18. Nikolova, Milena & Popova, Olga, 2020. "Sometimes your best just ain't good enough: The worldwide evidence on subjective well-being efficiency," GLO Discussion Paper Series 596, Global Labor Organization (GLO).
    19. 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.
    20. 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.
    21. Nikolova, Milena & Graham, Carol, 2020. "The Economics of Happiness," GLO Discussion Paper Series 640, Global Labor Organization (GLO).

  45. 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. 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).
    2. 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.
    3. 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.
    4. 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.
    5. Ioramashvili, Carolin, 2024. "Technological invention and local labour markets: evidence from France, Germany and the UK," LSE Research Online Documents on Economics 123630, London School of Economics and Political Science, LSE Library.
    6. 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.
    7. 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.
    8. Federico Riccio & Jacopo Staccioli & Maria Enrica Virgillito, 2025. "European regional employment and exposure to labour-saving technical change: results from a direct text similarity measure," LEM Papers Series 2025/19, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    9. 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.
    10. Hötte, Kerstin, 2023. "Demand-pull, technology-push, and the direction of technological change," Research Policy, Elsevier, vol. 52(5).
    11. 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.
    12. Marco Vivarelli, 2015. "Innovation and employment," World of Labour, LISER, pages 154-154, May.
    13. Ioramashvili, Carolin, 2024. "Technological invention and local labour markets: Evidence from France, Germany and the UK," Research Policy, Elsevier, vol. 53(7).
    14. 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.
    15. 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.
    16. 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.
    17. Francesco Quatraro, 2016. "Co-evolutionary Patterns in Regional Knowledge Bases and Economic Structure: Evidence from European Regions," Post-Print halshs-01070548, HAL.
    18. Pietro Santoleri, 2019. "Innovation and job creation in (high-growth) new firms," LEM Papers Series 2019/31, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    19. 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.
    20. Chao Wu & Yu Hua, 2023. "Does Environmental Regulation Have an Employment Dividend? Evidence from China," Sustainability, MDPI, vol. 15(7), pages 1-20, April.
    21. Nast, Carolin & Broekel, Tom & Entner, Doris, 2024. "Fueling the fire? How government support drives technological progress and complexity," Research Policy, Elsevier, vol. 53(6).
    22. 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.
    23. 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).
    24. Thomas Brenner & Marco Capasso & Matthias Duschl & Koen Frenken & Tania Treibich, 2015. "Causal Relations between Knowledge-Intensive Business Services and Regional Employment Growth," Working Papers on Innovation and Space 2015-04, Philipps University Marburg, Department of Geography.
    25. 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.
    26. 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).
    27. 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.
    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. 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'inflexion de la courbe du chômage]," Post-Print hal-04896112, HAL.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. Tom Broekel, 2015. "The Co-evolution of Proximities - A Network Level Study," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 921-935, June.
    36. 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.
    37. 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.
    38. 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).
    39. 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.
    40. 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.
    41. Michael Odei Erdiaw-Kwasie & Matthew Abunyewah & Kofi Kusi Owusu-Ansah & Charles Baah & Khorshed Alam & Marita Basson, 2025. "Circular economy and agricultural employment: a panel analysis of EU advanced and emerging economies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(5), pages 10469-10496, May.

  46. 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.
  47. 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.
  48. 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. 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.
    2. 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).
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. Stefano Basilico & Uwe Cantner & Holger Graf, 2023. "Policy influence in the knowledge space: a regional application," The Journal of Technology Transfer, Springer, vol. 48(2), pages 591-622, April.
    17. Cilem Selin Hazir & James LeSage & Corinne Autant-Bernard, 2014. "The Role of R&D Collaboration Networks on Regional Innovation Performance," Working Papers 1426, Groupe d'Analyse et de Théorie Economique Lyon St-Etienne (GATE Lyon St-Etienne), Université de Lyon.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. Daraio, Cinzia & Simar, Leopold & Wilson, Paul, 2018. "Fast and Efficient Computation of Directional Distance Estimators," LIDAM Discussion Papers ISBA 2018017, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. Mewes, Lars & Broekel, Tom, 2022. "Technological complexity and economic growth of regions," Research Policy, Elsevier, vol. 51(8).
    31. 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. 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.
    33. 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).
    34. 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.
    35. 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.
    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. 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.
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. Keungoui Kim & Dieter F. Kogler & Jisoo Hur, 2025. "Mapping regional knowledge spaces via BERTopic and BERT similarity: the semantic proximity of quantum science in the overall scientific publication landscape," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(10), pages 5793-5820, October.
    43. 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.
    44. Liu, Hongwei & Zhang, Aodi & Wu, Jie, 2023. "Can industrial transfer improve urban innovation efficiency?," Socio-Economic Planning Sciences, Elsevier, vol. 90(C).
    45. 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.
    46. 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.

  49. 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.
  50. 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.
  51. 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.
  52. 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.
  53. 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 & Trippl , Michaela, 2013. "System Failures, Knowledge Bases and Regional Innovation Policies," Papers in Innovation Studies 2013/13, Lund University, CIRCLE - Centre for Innovation Research.
    2. 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.
    3. 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.
    4. 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).
    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. 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.

  54. 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. 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.
    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. 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.
    5. Milad Abbasiharofteh & Tom Broekel & Lars Mewes, 2024. "The Roles of Geographic Distance and Technological Complexity in U.S. Interregional Co-patenting Over Almost Two Centuries," Papers in Evolutionary Economic Geography (PEEG) 2414, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2024.
    6. 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.
    7. 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.
    8. 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.

  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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