IDEAS home Printed from https://ideas.repec.org/a/spr/qualqt/v57y2023i3d10.1007_s11135-022-01438-1.html
   My bibliography  Save this article

Does context matter? Exploring the effects of productive structures on the relationship between innovation and workforce skills’ complementarity

Author

Listed:
  • Rosalia Castellano

    (University of Naples “Parthenope”)

  • Gaetano Musella

    (University of Naples “Parthenope”)

  • Gennaro Punzo

    (University of Naples “Parthenope”)

Abstract

Innovation is often seen as a crucial factor for regional economic growth. Many strands of literature have investigated the role of agglomeration externalities or workers’ skills in the innovation capacity of the territory without ever considering their interaction. Using fixed-effects Poisson regression models on official data for 2014–2019 in the Italian regions, this paper aims twofold. First, by controlling for region-specific variables, the paper explores how workforce skills’ complementarity (overlapped skills, connected skills, unlinked skills) and productive structure (i.e. MAR specialised or Jacobs diversified structures) foster innovation. Second, the paper investigates how innovation processes depend on the alternative configurations deriving from the interactions between the productive structure and workers’ skills. While all types of skills participate in the innovation generation process in MAR specialised contexts, only connected skills positively affect innovation performance in Jacobs contexts. Guidelines are provided to help policymakers and managers who increasingly require regional place-based approaches to stimulate innovation.

Suggested Citation

  • 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.
  • Handle: RePEc:spr:qualqt:v:57:y:2023:i:3:d:10.1007_s11135-022-01438-1
    DOI: 10.1007/s11135-022-01438-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11135-022-01438-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11135-022-01438-1?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    3. Roberta Capello, 2002. "Spatial and Sectoral Characteristics of Relational Capital in Innovation Activity," European Planning Studies, Taylor & Francis Journals, vol. 10(2), pages 177-200, March.
    4. Aarstad, Jarle & Kvitastein, Olav A. & Jakobsen, Stig-Erik, 2016. "Related and unrelated variety as regional drivers of enterprise productivity and innovation: A multilevel study," Research Policy, Elsevier, vol. 45(4), pages 844-856.
    5. Pradhan, Rudra P. & Arvin, Mak B. & Bahmani, Sahar, 2018. "Are innovation and financial development causative factors in economic growth? Evidence from a panel granger causality test," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 130-142.
    6. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    7. Valentina Meliciani, 2000. "The relationship between R&D, investment and patents: a panel data analysis," Applied Economics, Taylor & Francis Journals, vol. 32(11), pages 1429-1437.
    8. Danielle Galliano & Marie-Beno�t Magrini & Pierre Triboulet, 2015. "Marshall's versus Jacobs' Externalities in Firm Innovation Performance: The Case of French Industry," Regional Studies, Taylor & Francis Journals, vol. 49(11), pages 1840-1858, November.
    9. Gilles Duranton & Diego Puga, 2000. "Diversity and Specialisation in Cities: Why, Where and When Does it Matter?," Urban Studies, Urban Studies Journal Limited, vol. 37(3), pages 533-555, March.
    10. Jasjit Singh & Ajay Agrawal, 2011. "Recruiting for Ideas: How Firms Exploit the Prior Inventions of New Hires," Management Science, INFORMS, vol. 57(1), pages 129-150, January.
    11. Xu, Mingli & Kong, Gaowen & Kong, Dongmin, 2017. "Does wage justice hamper creativity? Pay gap and firm innovation in China," China Economic Review, Elsevier, vol. 44(C), pages 186-202.
    12. Rune Dahl Fitjar & Bram Timmermans, 2017. "Regional skill relatedness: towards a new measure of regional related diversification," European Planning Studies, Taylor & Francis Journals, vol. 25(3), pages 516-538, March.
    13. William Robert Reed, 2015. "On the Practice of Lagging Variables to Avoid Simultaneity," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(6), pages 897-905, December.
    14. Suzanne Kok & Bas ter Weel, 2014. "Cities, Tasks, And Skills," Journal of Regional Science, Wiley Blackwell, vol. 54(5), pages 856-892, November.
    15. Romijn, Henny & Albaladejo, Manuel, 2002. "Determinants of innovation capability in small electronics and software firms in southeast England," Research Policy, Elsevier, vol. 31(7), pages 1053-1067, September.
    16. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    17. Andrés Rodríguez‐Pose & Callum Wilkie, 2019. "Innovating in less developed regions: What drives patenting in the lagging regions of Europe and North America," Growth and Change, Wiley Blackwell, vol. 50(1), pages 4-37, March.
    18. David H. Autor & Michael J. Handel, 2013. "Putting Tasks to the Test: Human Capital, Job Tasks, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 59-96.
    19. Eric Bartelsman & Sabien Dobbelaere & Bettina Peters, 2015. "Editor's Choice Allocation of human capital and innovation at the frontier: firm-level evidence on Germany and the Netherlands," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(5), pages 875-949.
    20. Antonioli, Davide & Manzalini, Rocco & Pini, Paolo, 2011. "Innovation, workers skills and industrial relations: Empirical evidence from firm-level Italian data," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(3), pages 312-326, May.
    21. Raffaele Paci & Emanuela Marrocu & Stefano Usai, 2014. "The Complementary Effects of Proximity Dimensions on Knowledge Spillovers," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(1), pages 9-30, March.
    22. Maarten Goos & Alan Manning & Anna Salomons, 2014. "Explaining Job Polarization: Routine-Biased Technological Change and Offshoring," American Economic Review, American Economic Association, vol. 104(8), pages 2509-2526, August.
    23. Barbara Petrongolo & Christopher Pissarides, 2006. "Scale Effects in Markets with Search," Economic Journal, Royal Economic Society, vol. 116(508), pages 21-44, January.
    24. Niccolò Innocenti & Francesco Capone & Luciana Lazzeretti, 2020. "Knowledge networks and industrial structure for regional innovation: An analysis of patents collaborations in Italy," Papers in Regional Science, Wiley Blackwell, vol. 99(1), pages 55-72, February.
    25. Zoltan J. Acs & David B. Audretsch, 1989. "Patents' Innovative Activity," Eastern Economic Journal, Eastern Economic Association, vol. 15(4), pages 373-376, Oct-Dec.
    26. Lydia Greunz, 2004. "Industrial structure and innovation - evidence from European regions," Journal of Evolutionary Economics, Springer, vol. 14(5), pages 563-592, December.
    27. Sun, Xiuli & Li, Haizheng & Ghosal, Vivek, 2020. "Firm-level human capital and innovation: Evidence from China," China Economic Review, Elsevier, vol. 59(C).
    28. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    29. Neffke, Frank & Otto, Anne & Weyh, Antje, 2017. "Skill-relatedness matrices for Germany : Data method and access," FDZ Methodenreport 201704_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    30. Wagner, Alfred, 1891. "Marshall's Principles of Economics," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 5, pages 319-338.
    31. Nadine MASSARD & Stéphane RIOU, 2002. "L'Impact Des Structures Locales Sur L'Innovation En France : Specialisation Ou Diversite ?," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 16, pages 111-136.
    32. Sabien Dobbelaere & Mark Vancauteren, 2014. "Market imperfections, skills and total factor productivity : Firm-level evidence on Belgium and the Netherlands," Working Paper Research 267, National Bank of Belgium.
    33. Daniel J. Graham & Patricia S. Melo & Piyapong Jiwattanakulpaisarn & Robert B. Noland, 2010. "Testing For Causality Between Productivity And Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(5), pages 935-951, December.
    34. Giulio Cainelli & Eleonora Di Maria & Roberto Ganau, 2014. "An Explanation of Firms' Internationalisation Modes, Blending Firm Heterogeneity and Spatial Agglomeration: Microevidence from Italy," Environment and Planning A, , vol. 46(4), pages 943-962, April.
    35. Sascha Kraus & William McDowell & Domingo Enrique Ribeiro-Soriano & María Rodríguez-García, 2021. "The role of innovation and knowledge for entrepreneurship and regional development," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 33(3-4), pages 175-184, March.
    36. Giulio Cainelli & Roberto Ganau & Donato Iacobucci, 2016. "Do Geographic Concentration and Vertically Related Variety Foster Firm Productivity? Micro-Evidence from Italy," Growth and Change, Wiley Blackwell, vol. 47(2), pages 197-217, June.
    37. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    38. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    39. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    40. Roberta Piergiovanni & Enrico Santarelli, 2001. "Patents and the Geographic Localization of R&D Spillovers in French Manufacturing," Regional Studies, Taylor & Francis Journals, vol. 35(8), pages 697-702.
    41. Stefan P.T. Groot & Henri L.F. Groot & Martijn J. Smit, 2014. "Regional Wage Differences In The Netherlands: Micro Evidence On Agglomeration Externalities," Journal of Regional Science, Wiley Blackwell, vol. 54(3), pages 503-523, June.
    42. Hans Ouwersloot & Piet Rietveld, 2000. "The Geography of R&D; Tobit Analysis and Bayesian Approach to Mapping R&D Activities for The Netherlands," Tinbergen Institute Discussion Papers 00-043/3, Tinbergen Institute.
    43. Zoltan J. Acs & David B. Audretsch, 1989. "Patents as a Measure of Innovative Activity," Kyklos, Wiley Blackwell, vol. 42(2), pages 171-180, August.
    44. Sierdjan Koster & Aleid E. Brouwer & Eveline S. van Leeuwen, 2020. "Diversity as the key to success? Urban and rural employment dynamics in the Netherlands," Regional Studies, Taylor & Francis Journals, vol. 54(9), pages 1187-1199, September.
    45. Katiuscia Lavoratori & Davide Castellani, 2021. "Too close for comfort? Microgeography of agglomeration economies in the United Kingdom," Journal of Regional Science, Wiley Blackwell, vol. 61(5), pages 1002-1028, November.
    46. Lydia Greunz, 2004. "Industrial structure and innovation," ULB Institutional Repository 2013/9461, ULB -- Universite Libre de Bruxelles.
    47. Suzanne Kok & Bas ter Weel, 2014. "Cities, Tasks and Skills," CPB Discussion Paper 269.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    48. Ganau, Roberto & Grandinetti, Roberto, 2021. "Disentangling regional innovation capability: what really matters?," LSE Research Online Documents on Economics 114921, London School of Economics and Political Science, LSE Library.
    49. Kirsi Mukkala, 2004. "Agglomeration economies in the finnish manufacturing sector," Applied Economics, Taylor & Francis Journals, vol. 36(21), pages 2419-2427.
    50. 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.
    51. Mercedes Gumbau-Albert & Joaquin Maudos, 2009. "Patents, technological inputs and spillovers among regions," Applied Economics, Taylor & Francis Journals, vol. 41(12), pages 1473-1486.
    52. Zoltan J. Acs & Luc Anselin & Attila Varga, 2008. "Patents and Innovation Counts as Measures of Regional Production of New Knowledge," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 11, pages 135-151, Edward Elgar Publishing.
    53. Anja Cotic-Svetina & Marko Jaklic & Igor Prodan, 2008. "Does collective learning in clusters contribute to innovation?," Science and Public Policy, Oxford University Press, vol. 35(5), pages 335-345, June.
    54. Thompson, Maria, 2018. "Social capital, innovation and economic growth," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 73(C), pages 46-52.
    55. Riccardo Cappelli & Ron Boschma & Anet Weterings, 2019. "Labour mobility, skill-relatedness and new plant survival across different development stages of an industry," Environment and Planning A, , vol. 51(4), pages 869-890, June.
    56. Roberta Capello & Camilla Lenzi, 2013. "Territorial patterns of innovation: a taxonomy of innovative regions in Europe," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 51(1), pages 119-154, August.
    57. Jan W. Rivkin, 2001. "Reproducing Knowledge: Replication Without Imitation at Moderate Complexity," Organization Science, INFORMS, vol. 12(3), pages 274-293, June.
    58. Frank Van Oort, 2002. "Innovation and agglomeration economies in the Netherlands," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 93(3), pages 344-360, August.
    59. Adamu Jibir & Musa Abdu, 2021. "Human Capital and Propensity to Protect Intellectual Properties as Innovation Output: the Case of Nigerian Manufacturing and Service Firms," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 595-619, June.
    60. Ron Boschma & Rikard H. Eriksson & Urban Lindgren, 2014. "Labour Market Externalities and Regional Growth in Sweden: The Importance of Labour Mobility between Skill-Related Industries," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1669-1690, October.
    61. Leiponen, Aija, 2005. "Skills and innovation," International Journal of Industrial Organization, Elsevier, vol. 23(5-6), pages 303-323, June.
    62. Charles Edquist & Jon Mikel Zabala-Iturriagagoitia & Javier Barbero & Jose Luis Zofío, 2018. "On the meaning of innovation performance: Is the synthetic indicator of the Innovation Union Scoreboard flawed?," Research Evaluation, Oxford University Press, vol. 27(3), pages 196-211.
    63. Braunerhjelm, Pontus & Ding, Ding & Thulin, Per, 2020. "Labour market mobility, knowledge diffusion and innovation," European Economic Review, Elsevier, vol. 123(C).
    64. Jacob Rubæk Holm & Christian Richter Østergaard & Thomas Roslyng Olesen, 2017. "Destruction And Reallocation Of Skills Following Large Company Closures," Journal of Regional Science, Wiley Blackwell, vol. 57(2), pages 245-265, March.
    65. Raffaele Paci & Stefano Usai, 2000. "The Role of Specialisation and Diversity Externalities in the Agglomeration of Innovative Activities," Rivista italiana degli economisti, Società editrice il Mulino, issue 2, pages 237-268.
    66. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    67. Riccardo Crescenzi & Andrés Rodriguez-Pose & Michael Storper, 2007. "The territorial dynamics of innovation: a Europe-United States comparative analysis," Journal of Economic Geography, Oxford University Press, vol. 7(6), pages 673-709, November.
    68. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    69. Carlo Ciccarelli & Stefano Fenoaltea, 2013. "Through the magnifying glass: provincial aspects of industrial growth in post-Unification Italy," Economic History Review, Economic History Society, vol. 66(1), pages 57-85, February.
    70. Zoltan J. Acs & David B. Audretsch & Maryann P. Feldman, 2008. "Real Effects of Academic Research: Comment," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 7, pages 83-87, Edward Elgar Publishing.
    71. Hsiu-Fen Lin, 2007. "Knowledge sharing and firm innovation capability: an empirical study," International Journal of Manpower, Emerald Group Publishing, vol. 28(1), pages 315 - 332, April.
    72. Varsakelis, Nikos C., 2006. "Education, political institutions and innovative activity: A cross-country empirical investigation," Research Policy, Elsevier, vol. 35(7), pages 1083-1090, September.
    73. Gerben van der Panne & Cees van Beers, 2006. "On the Marshall--Jacobs controversy: it takes two to tango," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 15(5), pages 877-890, October.
    74. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
    75. Leonardo Becchetti & Stefania Rossi, 2000. "The Positive Effect of Industrial District on the Export Performance of Italian Firms," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 16(1), pages 53-68, February.
    76. Neffke, Frank M.H. & Otto, Anne & Hidalgo, César, 2018. "The mobility of displaced workers: How the local industry mix affects job search," Journal of Urban Economics, Elsevier, vol. 108(C), pages 124-140.
    77. Giedrė Dzemydaitė, 2021. "The Impact of Economic Specialization on Regional Economic Development in the European Union: Insights for Formation of Smart Specialization Strategy," Economies, MDPI, vol. 9(2), pages 1-15, May.
    78. Hans Ouwersloot & Piet Rietveld, 2000. "The Geography of R&D: Tobit Analysis and a Bayesian Approach to Mapping R&D Activities in the Netherlands," Environment and Planning A, , vol. 32(9), pages 1673-1688, September.
    79. 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.
    80. Victoria Castillo & Lucas Figal Garone & Alessandro Maffioli & Sofia Rojo & Rodolfo Stucchi, 2020. "Knowledge Spillovers through Labour Mobility: An Employer–Employee Analysis," Journal of Development Studies, Taylor & Francis Journals, vol. 56(3), pages 469-488, March.
    81. Seo, Hangyeol & Chung, Yanghon & Yoon, Hyungseok (David), 2017. "R&D cooperation and unintended innovation performance: Role of appropriability regimes and sectoral characteristics," Technovation, Elsevier, vol. 66, pages 28-42.
    82. Hsiu‐Fen Lin, 2007. "Knowledge sharing and firm innovation capability: an empirical study," International Journal of Manpower, Emerald Group Publishing Limited, vol. 28(3/4), pages 315-332, June.
    83. Diodato, Dario & Neffke, Frank & O’Clery, Neave, 2018. "Why do industries coagglomerate? How Marshallian externalities differ by industry and have evolved over time," Journal of Urban Economics, Elsevier, vol. 106(C), pages 1-26.
    84. Gerben Panne, 2004. "Agglomeration externalities: Marshall versus Jacobs," Journal of Evolutionary Economics, Springer, vol. 14(5), pages 593-604, December.
    85. Andrey Stoyanov & Nikolay Zubanov, 2012. "Productivity Spillovers across Firms through Worker Mobility," American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 168-198, April.
    86. Borghans, Lex & Green, Francis & Mayhew, Ken, 2001. "Skills Measurement and Economic Analysis: An Introduction," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 375-384, July.
    87. Xiangzheng Deng & Jikun Huang & Scott Rozelle & Emi Uchida, 2010. "Economic Growth and the Expansion of Urban Land in China," Urban Studies, Urban Studies Journal Limited, vol. 47(4), pages 813-843, April.
    88. repec:iab:iabfme:201704(en is not listed on IDEAS
    89. Jaakko Simonen & Rauli Svento & Artti Juutinen, 2015. "Specialization and diversity as drivers of economic growth: Evidence from High-Tech industries," Papers in Regional Science, Wiley Blackwell, vol. 94(2), pages 229-247, June.
    90. Najla Podrug & Davor Filipović & Matea Kovač, 2017. "Knowledge sharing and firm innovation capability in Croatian ICT companies," International Journal of Manpower, Emerald Group Publishing Limited, vol. 38(4), pages 632-644, July.
    91. Hsiu‐Fen Lin, 2007. "Knowledge sharing and firm innovation capability: an empirical study," International Journal of Manpower, Emerald Group Publishing Limited, vol. 28(3/4), pages 315-332, June.
    92. Suzanne Kok & Bas ter Weel, 2014. "Cities, Tasks and Skills," CPB Discussion Paper 269, CPB Netherlands Bureau for Economic Policy Analysis.
    93. Roberto Ganau & Roberto Grandinetti, 2021. "Disentangling regional innovation capability: what really matters?," Industry and Innovation, Taylor & Francis Journals, vol. 28(6), pages 749-772, July.
    94. Rama Krishna Kishore Vandavasi & David C. McConville & Jin-Feng Uen & Prasanthi Yepuru, 2020. "Knowledge sharing, shared leadership and innovative behaviour: a cross-level analysis," International Journal of Manpower, Emerald Group Publishing Limited, vol. 41(8), pages 1221-1233, April.
    95. Gerben van der Panne & Cees van Beers, 2006. "On the Marshall - Jacobs Controversy It takes two to tango," DRUID Working Papers 06-23, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    Full references (including those not matched with items on IDEAS)

    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. Beaudry, Catherine & Schiffauerova, Andrea, 2009. "Who's right, Marshall or Jacobs? The localization versus urbanization debate," Research Policy, Elsevier, vol. 38(2), pages 318-337, March.
    2. Roberto Ganau & Eleonora Di Maria, 2014. "Determinants of technological innovation in SMEs. Firm-level factors, agglomeration economies and the role of KIBS providers," ERSA conference papers ersa14p820, European Regional Science Association.
    3. 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.
    4. Michael Fritsch & Viktor Slavtchev, 2010. "How does industry specialization affect the efficiency of regional innovation systems?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 45(1), pages 87-108, August.
    5. Andrzej Cieślik & Mohammad Mahdi Ghodsi, 2014. "Regional knowledge spillovers in the European Economic Area: The case of three high-tech industries," Ekonomia journal, Faculty of Economic Sciences, University of Warsaw, vol. 36.
    6. Park, Jeong-Il, 2020. "Industrial diversity in building units and factors associated with diversity: A case study of the Seoul Metropolitan Area," Research Policy, Elsevier, vol. 49(5).
    7. Ejdemo, Thomas & Örtqvist, Daniel, 2020. "Related variety as a driver of regional innovation and entrepreneurship: A moderated and mediated model with non-linear effects," Research Policy, Elsevier, vol. 49(7).
    8. Carbonara , Nunzia & Tavassoli, Sam, 2013. "The Role of Knowledge Heterogeneity on the Innovative Capability of Industrial Districts," Papers in Innovation Studies 2013/35, Lund University, CIRCLE - Centre for Innovation Research.
    9. Kleoniki Kalapouti & Nikos Varsakelis, 2015. "Intra and inter: regional knowledge spillovers in European Union," The Journal of Technology Transfer, Springer, vol. 40(5), pages 760-781, October.
    10. Valerien O. Pede & Raymond J. G. M. Florax & Henri L. F. de Groot & Gustavo Barboza, 2021. "Technological leadership and sectorial employment growth: A spatial econometric analysis for U.S. counties," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 50(1), February.
    11. Yuandi Wang & Lutao Ning & Jian Li & Martha Prevezer, 2016. "Foreign Direct Investment Spillovers and the Geography of Innovation in Chinese Regions: The Role of Regional Industrial Specialization and Diversity," Regional Studies, Taylor & Francis Journals, vol. 50(5), pages 805-822, May.
    12. Giulio Cainelli & Eleonora Di Maria & Roberto Ganau, 2011. "Agglomeration, related-variety and internationalisation. Does a relationship exist?," Openloc Working Papers 1114, Public policies and local development.
    13. Martijn J. Smit, 2017. "Innovation through new blood," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 58(3), pages 543-578, May.
    14. 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.
    15. Giulio Cainelli & Roberto Ganau & Donato Iacobucci, 2016. "Do Geographic Concentration and Vertically Related Variety Foster Firm Productivity? Micro-Evidence from Italy," Growth and Change, Wiley Blackwell, vol. 47(2), pages 197-217, June.
    16. Michael Fritsch & Viktor Slavtchev, 2007. "What determines the efficiency of regional innovation systems?," Jena Economics Research Papers 2007-006, Friedrich-Schiller-University Jena.
    17. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    18. Ron Boschma & Riccardo Cappelli & Anet Weterings, 2017. "Labour mobility, skill-relatedness and plant survival over the industry life cycle: Evidence from new Dutch plants," Papers in Evolutionary Economic Geography (PEEG) 1731, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2017.
    19. Sverre J. Herstad, 2018. "Beyond ‘related variety’: how inflows of skills shape innovativeness in different industries," European Planning Studies, Taylor & Francis Journals, vol. 26(2), pages 396-420, February.
    20. Sabien Dobbelaere & Mark Vancauteren, 2014. "Market imperfections, skills and total factor productivity : Firm-level evidence on Belgium and the Netherlands," Working Paper Research 267, National Bank of Belgium.

    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:spr:qualqt:v:57:y:2023:i:3:d:10.1007_s11135-022-01438-1. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.