IDEAS home Printed from https://ideas.repec.org/a/taf/recgxx/v98y2022i4p355-378.html
   My bibliography  Save this article

Technology Network Structure Conditions the Economic Resilience of Regions

Author

Listed:
  • Gergő Tóth
  • Zoltán Elekes
  • Adam Whittle
  • Changjun Lee
  • Dieter F. Kogler

Abstract

This article assesses the network robustness of the technological capability base of 269 European metropolitan areas against the potential elimination of some of their capabilities. By doing so, it provides systematic evidence on how network robustness conditioned the economic resilience of these regions in the context of the 2008 economic crisis. The analysis concerns calls in the relevant literature for more in-depth analysis on the link between regional economic network structures and the resilience of regions to economic shocks. By adopting a network science approach that is novel to economic geographic inquiry, the objective is to stress test the technological resilience of regions by utilizing information on the coclassification of CPC (Cooperative Patent Classification) classes listed on European Patent Office patent documents. We find that European metropolitan areas show heterogeneous levels of technology network robustness. Further findings from regression analysis indicate that metropolitan regions with a more robust technological knowledge network structure exhibit higher levels of resilience with respect to changes in employment rates. This finding is robust to various random and targeted elimination strategies concerning the most frequently combined technological capabilities. Regions with high levels of employment in industry but with a vulnerable technological capacity base are particularly challenged by this aspect of regional economic resilience.

Suggested Citation

  • Gergő Tóth & Zoltán Elekes & Adam Whittle & Changjun Lee & Dieter F. Kogler, 2022. "Technology Network Structure Conditions the Economic Resilience of Regions," Economic Geography, Taylor & Francis Journals, vol. 98(4), pages 355-378, August.
  • Handle: RePEc:taf:recgxx:v:98:y:2022:i:4:p:355-378
    DOI: 10.1080/00130095.2022.2035715
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/00130095.2022.2035715
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00130095.2022.2035715?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Silvia Rocchetta & Andrea Mina, 2019. "Technological coherence and the adaptive resilience of regional economies," Regional Studies, Taylor & Francis Journals, vol. 53(10), pages 1421-1434, October.
    2. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Taylor & Francis Journals, vol. 87(3), pages 237-265, July.
    3. Dieter F. Kogler & Jürgen Essletzbichler & David L. Rigby, 2017. "The evolution of specialization in the EU15 knowledge space," Journal of Economic Geography, Oxford University Press, vol. 17(2), pages 345-373.
    4. Ron Boschma & Ron Martin (ed.), 2010. "The Handbook of Evolutionary Economic Geography," Books, Edward Elgar Publishing, number 12864.
    5. Riccardo Cappelli & Fabio Montobbio & Andrea Morrison, 2021. "Unemployment resistance across EU regions: the role of technological and human capital," Journal of Evolutionary Economics, Springer, vol. 31(1), pages 147-178, January.
    6. Ron Martin, 2012. "Regional economic resilience, hysteresis and recessionary shocks," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 1-32, January.
    7. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    8. Ron Boschma & Asier Minondo & Mikel Navarro, 2013. "The Emergence of New Industries at the Regional Level in S pain: A Proximity Approach Based on Product Relatedness," Economic Geography, Taylor & Francis Journals, vol. 89(1), pages 29-51, January.
    9. Ron Boschma & Pierre-Alexandre Balland & Dieter Franz Kogler, 2015. "Relatedness and technological change in cities: the rise and fall of technological knowledge in US metropolitan areas from 1981 to 2010," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(1), pages 223-250.
    10. Holger Graf & Tobias Henning, 2010. "Public Research in Regional Networks of Innovators: A Comparative Study of Four East-German Regions," Springer Books, in: Andreas Freytag & Roy Thurik (ed.), Entrepreneurship and Culture, chapter 0, pages 97-128, Springer.
    11. Ron Boschma, 2015. "Towards an Evolutionary Perspective on Regional Resilience," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 733-751, May.
    12. Gillian Bristow & Adrian Healy, 2020. "Introduction to the Handbook on Regional Economic Resilience," Chapters, in: Gillian Bristow & Adrian Healy (ed.), Handbook on Regional Economic Resilience, chapter 1, pages 1-8, Edward Elgar Publishing.
    13. Ron Martin & Peter Sunley, 2010. "Complexity Thinking and Evolutionary Economic Geography," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 4, Edward Elgar Publishing.
    14. 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.
    15. Jarno Hoekman & Koen Frenken & Frank Oort, 2009. "The geography of collaborative knowledge production in Europe," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 721-738, September.
    16. Simona Iammarino & Andrés Rodriguez-Pose & Michael Storper, 2019. "Regional inequality in Europe: evidence, theory and policy implications," Journal of Economic Geography, Oxford University Press, vol. 19(2), pages 273-298.
    17. Yicheol Han & Stephan J. Goetz, 2015. "The Economic Resilience of U.S. Counties during the Great Recession," The Review of Regional Studies, Southern Regional Science Association, vol. 45(2), pages 131-149, Fall.
    18. César Ducruet & Laurent Beauguitte, 2014. "Spatial Science and Network Science: Review and Outcomes of a Complex Relationship," Networks and Spatial Economics, Springer, vol. 14(3), pages 297-316, December.
    19. Pierre-Alexandre Balland & David Rigby & Ron Boschma, 2015. "The technological resilience of US cities," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 167-184.
    20. Quatraro, Francesco, 2010. "Knowledge coherence, variety and economic growth: Manufacturing evidence from Italian regions," Research Policy, Elsevier, vol. 39(10), pages 1289-1302, December.
    21. Ron Boschma, 2017. "Relatedness as driver of regional diversification: a research agenda," Regional Studies, Taylor & Francis Journals, vol. 51(3), pages 351-364, March.
    22. Dieter F. Kogler, 2015. "Editorial: Evolutionary Economic Geography - Theoretical and Empirical Progress," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 705-711, May.
    23. Gary Gereffi, 2020. "What does the COVID-19 pandemic teach us about global value chains? The case of medical supplies," Journal of International Business Policy, Palgrave Macmillan, vol. 3(3), pages 287-301, September.
    24. Adam Whittle, 2020. "Operationalizing the knowledge space: theory, methods and insights for Smart Specialisation," Regional Studies, Regional Science, Taylor & Francis Journals, vol. 7(1), pages 27-34, January.
    25. Deborah Strumsky & José Lobo & Sander van der Leeuw, 2012. "Using patent technology codes to study technological change," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 21(3), pages 267-286, April.
    26. Pierre-Alexandre Balland & Cristian Jara-Figueroa & Sergio G. Petralia & Mathieu P. A. Steijn & David L. Rigby & César A. Hidalgo, 2020. "Complex economic activities concentrate in large cities," Nature Human Behaviour, Nature, vol. 4(3), pages 248-254, March.
    27. Patel, Pari & Pavitt, Keith, 1997. "The technological competencies of the world's largest firms: Complex and path-dependent, but not much variety," Research Policy, Elsevier, vol. 26(2), pages 141-156, May.
    28. Horst Hanusch & Andreas Pyka (ed.), 2007. "Elgar Companion to Neo-Schumpeterian Economics," Books, Edward Elgar Publishing, number 2973.
    29. Jing Xiao & Ron Boschma & Martin Andersson, 2018. "Resilience in the European Union: the effect of the 2008 crisis on the ability of regions in Europe to develop new industrial specializations," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(1), pages 15-47.
    30. Esteban Moro & Morgan R. Frank & Alex Pentland & Alex Rutherford & Manuel Cebrian & Iyad Rahwan, 2021. "Universal resilience patterns in labor markets," Nature Communications, Nature, vol. 12(1), pages 1-8, December.
    31. Frank Neffke & Matté Hartog & Ron Boschma & Martin Henning, 2018. "Agents of Structural Change: The Role of Firms and Entrepreneurs in Regional Diversification," Economic Geography, Taylor & Francis Journals, vol. 94(1), pages 23-48, January.
    32. Shade T Shutters & José Lobo & Rachata Muneepeerakul & Deborah Strumsky & Charlotta Mellander & Matthias Brachert & Teresa Farinha & Luis M A Bettencourt, 2018. "Urban occupational structures as information networks: The effect on network density of increasing number of occupations," PLOS ONE, Public Library of Science, vol. 13(5), pages 1-14, May.
    33. 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.
    34. Réka Albert & Hawoong Jeong & Albert-László Barabási, 2000. "Error and attack tolerance of complex networks," Nature, Nature, vol. 406(6794), pages 378-382, July.
    35. Andy Pike & Stuart Dawley & John Tomaney, 2010. "Resilience, adaptation and adaptability," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 3(1), pages 59-70.
    36. David L. Rigby, 2015. "Technological Relatedness and Knowledge Space: Entry and Exit of US Cities from Patent Classes," Regional Studies, Taylor & Francis Journals, vol. 49(11), pages 1922-1937, November.
    37. Roberta Capello & Andrea Caragliu & Ugo Fratesi, 2015. "Spatial heterogeneity in the costs of the economic crisis in Europe: are cities sources of regional resilience?," Journal of Economic Geography, Oxford University Press, vol. 15(5), pages 951-972.
    38. Lewis Dijkstra & Enrique Garcilazo & Philip McCann, 2015. "The effects of the global financial crisis on European regions and cities," Journal of Economic Geography, Oxford University Press, vol. 15(5), pages 935-949.
    39. Lars Mewes, 2019. "Scaling of Atypical Knowledge Combinations in American Metropolitan Areas from 1836 to 2010," Economic Geography, Taylor & Francis Journals, vol. 95(4), pages 341-361, August.
    40. Steven Brakman & Harry Garretsen & Charles van Marrewijk, 2015. "Regional resilience across Europe: on urbanisation and the initial impact of the Great Recession," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 225-240.
    41. Justin Doran & Bernard Fingleton, 2018. "US Metropolitan Area Resilience: Insights from dynamic spatial panel estimation," Environment and Planning A, , vol. 50(1), pages 111-132, February.
    42. César Ducruet & Laurent Beauguitte, 2014. "Network science and spatial science : Review and outcomes of a complex relationship," Post-Print hal-03246947, HAL.
    43. Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
    44. Giulio Cainelli & Roberto Ganau & Marco Modica, 2019. "Industrial relatedness and regional resilience in the European Union," Papers in Regional Science, Wiley Blackwell, vol. 98(2), pages 755-778, April.
    45. Maskell, Peter & Malmberg, Anders, 1999. "Localised Learning and Industrial Competitiveness," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 23(2), pages 167-185, March.
    46. Dieter F. Kogler & David L. Rigby & Isaac Tucker, 2013. "Mapping Knowledge Space and Technological Relatedness in US Cities," European Planning Studies, Taylor & Francis Journals, vol. 21(9), pages 1374-1391, September.
    47. Pier P. Saviotti, 1996. "Technological Evolution, Variety and the Economy," Books, Edward Elgar Publishing, number 727.
    48. Bernard Fingleton & Harry Garretsen & Ron Martin, 2012. "Recessionary Shocks And Regional Employment: Evidence On The Resilience Of U.K. Regions," Journal of Regional Science, Wiley Blackwell, vol. 52(1), pages 109-133, February.
    49. Pierre-Alexandre Balland & David Rigby, 2017. "The Geography of Complex Knowledge," Economic Geography, Taylor & Francis Journals, vol. 93(1), pages 1-23, January.
    50. Dario Diodato & Anet B. R. Weterings, 2015. "The resilience of regional labour markets to economic shocks: Exploring the role of interactions among firms and workers," Journal of Economic Geography, Oxford University Press, vol. 15(4), pages 723-742.
    51. Ricardo Hausmann & César Hidalgo, 2011. "The network structure of economic output," Journal of Economic Growth, Springer, vol. 16(4), pages 309-342, December.
    52. K. Frenken, 2007. "Entropy Statistics and Information Theory," Chapters, in: Horst Hanusch & Andreas Pyka (ed.), Elgar Companion to Neo-Schumpeterian Economics, chapter 33, Edward Elgar Publishing.
    53. 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.
    54. Adam Whittle & Dieter F. Kogler, 2020. "Related to what? Reviewing the literature on technological relatedness: Where we are now and where can we go?," Papers in Regional Science, Wiley Blackwell, vol. 99(1), pages 97-113, February.
    55. Pierre-Alexandre Balland & Ron Boschma & Joan Crespo & David L. Rigby, 2019. "Smart specialization policy in the European Union: relatedness, knowledge complexity and regional diversification," Regional Studies, Taylor & Francis Journals, vol. 53(9), pages 1252-1268, September.
    56. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    57. Susan Christopherson & Jonathan Michie & Peter Tyler, 2010. "Regional resilience: theoretical and empirical perspectives," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 3(1), pages 3-10.
    58. Anne Ter Wal & Ron Boschma, 2009. "Applying social network analysis in economic geography: framing some key analytic issues," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 739-756, September.
    59. Don J. Webber & Adrian Healy & Gillian Bristow, 2018. "Regional Growth Paths and Resilience: A European Analysis," Economic Geography, Taylor & Francis Journals, vol. 94(4), pages 355-375, August.
    60. Gary Gereffi, 0. "What does the COVID-19 pandemic teach us about global value chains? The case of medical supplies," Journal of International Business Policy, Palgrave Macmillan, vol. 0, pages 1-15.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Du, Yanan & Wang, Qingxi & Zhou, Jianping, 2023. "How does digital inclusive finance affect economic resilience: Evidence from 285 cities in China," International Review of Financial Analysis, Elsevier, vol. 88(C).
    2. Fabien Petit & Florencia Jaccoud & Tommaso Ciarli, 2023. "Heterogeneous Adjustments of Labor Markets to Automation Technologies," CESifo Working Paper Series 10237, CESifo.
    3. Dieter F. Kogler & Ronald B. Davies & Changjun Lee & Keungoui Kim, 2023. "Regional knowledge spaces: the interplay of entry-relatedness and entry-potential for technological change and growth," The Journal of Technology Transfer, Springer, vol. 48(2), pages 645-668, April.
    4. Ryan M. Hynes & Bernardo S. Buarque & Ronald B. Davies & Dieter F. Kogler, 2020. "Hops, Skip & a Jump: The Regional Uniqueness of Beer Styles," Papers in Evolutionary Economic Geography (PEEG) 2058, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2020.
    5. Muxi Yang & Guofang Zhai, 2024. "Measurement and Influencing Factors of Economic Resilience over a Long Duration of COVID-19: A Case Study of the Yangtze River Delta, China," Land, MDPI, vol. 13(2), pages 1-22, February.
    6. Giuseppe Calignano, 2022. "Not all peripheries are the same: The importance of relative regional innovativeness in transnational innovation networks," Growth and Change, Wiley Blackwell, vol. 53(1), pages 276-312, March.
    7. Duan, Wenqi & Madasi, Joseph David & Khurshid, Adnan & Ma, Dan, 2022. "Industrial structure conditions economic resilience," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    8. Chenchen Shi & Jinjing Lu, 2024. "Unlocking Economic Resilience: A New Methodological Approach and Empirical Examination under Digital Transformation," Land, MDPI, vol. 13(5), pages 1-20, May.
    9. Yu, Zehui & Li, Yiming & Dai, Lihua, 2023. "Digital finance and regional economic resilience: Theoretical framework and empirical test," Finance Research Letters, Elsevier, vol. 55(PA).
    10. Sebestyén, Tamás & Szabó, Norbert & Braun, Emese & Bedő, Zsolt, 2024. "Lokális reziliencia számítása térbeli általános egyensúlyi modell felhasználásával [Measuring local resilience with a spatial computable general equilibrium model]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(11), pages 1222-1253.
    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. Ruoxi Yu & Xingneng Xia & Tao Huang & Sheng Zhang & Wenguang Zhou, 2024. "Has the Establishment of High-Tech Zones Improved Urban Economic Resilience? Evidence from Prefecture-Level Cities in China," Land, MDPI, vol. 13(2), pages 1-24, February.
    13. Schuster, Hannah & Polleres, Axel & Wachs, Johannes, 2024. "Stress-testing road networks and access to medical care," Transportation Research Part A: Policy and Practice, Elsevier, vol. 181(C).
    14. Xu, Shulin & Zhong, Min & Wang, Yan, 2024. "Can innovative industrial clusters enhance urban economic resilience? A quasi-natural experiment based on an innovative pilot policy," Energy Economics, Elsevier, vol. 134(C).
    15. Olena Khlystova & Yelena Kalyuzhnova, 2023. "The impact of the creative industries and digitalization on regional resilience and productive entrepreneurship," The Journal of Technology Transfer, Springer, vol. 48(5), pages 1654-1695, October.
    16. Zoltan Elekes & Anna Baranowska-Rataj & Rikard Eriksson, 2021. "Local access to skill-related high-income jobs facilitates career advancement for low-wage workers," Papers in Evolutionary Economic Geography (PEEG) 2136, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2021.
    17. Andrea Coveri & Antonello Zanfei, 2023. "The virtues and limits of specialization in global value chains: analysis and policy implications," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(1), pages 73-90, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mathieu P A Steijn & Pierre-Alexandre Balland & Ron Boschma & David L Rigby, 2023. "Technological diversification of U.S. cities during the great historical crises," Journal of Economic Geography, Oxford University Press, vol. 23(6), pages 1303-1344.
    2. Nan Qiao & Chengjun Ji, 2024. "Industry Network Structure Determines Regional Economic Resilience: An Empirical Study Using Stress Testing," Sustainability, MDPI, vol. 16(13), pages 1-24, July.
    3. Ron Boschma, 2015. "Towards an Evolutionary Perspective on Regional Resilience," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 733-751, May.
    4. Roberto Antonietti & Ron Boschma, 2021. "Social capital, resilience, and regional diversification in Italy [Social capital, innovation and growth: evidence from Europe]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(3), pages 762-777.
    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. Jing Xiao & Ron Boschma & Martin Andersson, 2018. "Resilience in the European Union: the effect of the 2008 crisis on the ability of regions in Europe to develop new industrial specializations," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(1), pages 15-47.
    7. Ron Boschma, 2018. "The geographical dimension of structural change," Papers in Evolutionary Economic Geography (PEEG) 1839, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2018.
    8. Duygu Buyukyazici & Leonardo Mazzoni & Massimo Riccaboni & Francesco Serti, 2024. "Workplace skills as regional capabilities: relatedness, complexity and industrial diversification of regions," Regional Studies, Taylor & Francis Journals, vol. 58(3), pages 469-489, March.
    9. 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.
    10. Silvia Rocchetta & Andrea Mina, 2019. "Technological coherence and the adaptive resilience of regional economies," Regional Studies, Taylor & Francis Journals, vol. 53(10), pages 1421-1434, October.
    11. Adam Whittle & Balázs Lengyel & Dieter F. Kogler, 2020. "Understanding Regional Branching Knowledge Diversification via Inventor Collaboration Networks," Papers in Evolutionary Economic Geography (PEEG) 2006, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2020.
    12. Mattie Landman & Sanna Ojanperä & Stephen Kinsella & Neave O’Clery, 2023. "The role of relatedness and strategic linkages between domestic and MNE sectors in regional branching and resilience," The Journal of Technology Transfer, Springer, vol. 48(2), pages 515-559, April.
    13. 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.
    14. Luciana Lazzeretti & Stefania Oliva & Niccolò Innocenti, 2019. "Exploring the role of industrial structure for regional economic resilience," Papers in Evolutionary Economic Geography (PEEG) 1917, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2019.
    15. Olena Khlystova & Yelena Kalyuzhnova, 2023. "The impact of the creative industries and digitalization on regional resilience and productive entrepreneurship," The Journal of Technology Transfer, Springer, vol. 48(5), pages 1654-1695, October.
    16. Elekes, Zoltán, 2016. "A regionális növekedés új tényezői az evolúciós gazdaságföldrajzi kutatásokban. A változatosság és a technológiai közelség [The new factors of regional growth in research into evolutionary economic," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(3), pages 307-329.
    17. 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.
    18. Pierre-Alexandre Balland & David Rigby & Ron Boschma, 2015. "The technological resilience of US cities," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 167-184.
    19. Melissa Haller & David L. Rigby, 2020. "The geographic evolution of optics technologies in the United States, 1976–2010," Papers in Regional Science, Wiley Blackwell, vol. 99(6), pages 1539-1559, December.
    20. Hidalgo, César A., 2023. "The policy implications of economic complexity," Research Policy, Elsevier, vol. 52(9).

    More about this item

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:recgxx:v:98:y:2022:i:4:p:355-378. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/recg .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.