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Regional knowledge spillovers: a firm-based analysis of non-linear effects

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  • Carlos Carreira
  • Luís Lopes

Abstract

This paper revisits the question of the role of knowledge externalities in firm productivity. It also addresses the overlooked issue of a plausible non-linear effect and differences among industries. Using a panel of Portuguese manufacturing firms, it finds that regional knowledge spillovers differ substantially across industries and they are non-linear, which is critical issue to promoting more assertive regional policies.

Suggested Citation

  • Carlos Carreira & Luís Lopes, 2018. "Regional knowledge spillovers: a firm-based analysis of non-linear effects," Regional Studies, Taylor & Francis Journals, vol. 52(7), pages 948-958, July.
  • Handle: RePEc:taf:regstd:v:52:y:2018:i:7:p:948-958
    DOI: 10.1080/00343404.2017.1360484
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    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. Carreira, Carlos & Teixeira, Paulino, 2011. "Entry and exit as a source of aggregate productivity growth in two alternative technological regimes," Structural Change and Economic Dynamics, Elsevier, vol. 22(2), pages 135-150, June.
    3. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," 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 247-348, Elsevier.
    4. Martin, Philippe & Mayer, Thierry & Mayneris, Florian, 2011. "Spatial concentration and plant-level productivity in France," Journal of Urban Economics, Elsevier, vol. 69(2), pages 182-195, March.
    5. Ehrl, Philipp, 2013. "Agglomeration economies with consistent productivity estimates," Regional Science and Urban Economics, Elsevier, vol. 43(5), pages 751-763.
    6. Carlos Carreira & Luís Lopes, 2015. "Are Small Firms More Dependent on the Local Environment than Larger Firms? Evidence from Portuguese Manufacturing Firms," International Studies in Entrepreneurship, in: Rui Baptista & João Leitão (ed.), Entrepreneurship, Human Capital, and Regional Development, edition 127, chapter 0, pages 263-280, Springer.
    7. Michael Storper & Anthony J. Venables, 2004. "Buzz: face-to-face contact and the urban economy," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 351-370, August.
    8. Carlos Carreira & Paulino Teixeira, 2011. "The shadow of death: analysing the pre-exit productivity of Portuguese manufacturing firms," Small Business Economics, Springer, vol. 36(3), pages 337-351, April.
    9. Yoshihiro Hashiguchi & Kiyoyasu Tanaka, 2015. "Agglomeration and firm-level productivity: A Bayesian spatial approach," Papers in Regional Science, Wiley Blackwell, vol. 94, pages 95-114, November.
    10. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    11. Klevorick, Alvin K. & Levin, Richard C. & Nelson, Richard R. & Winter, Sidney G., 1995. "On the sources and significance of interindustry differences in technological opportunities," Research Policy, Elsevier, vol. 24(2), pages 185-205, March.
    12. Michael Fritsch & Oliver Falck, 2007. "New Business Formation by Industry over Space and Time: A Multidimensional Analysis," Regional Studies, Taylor & Francis Journals, vol. 41(2), pages 157-172.
    13. Grimpe, Christoph & Sofka, Wolfgang, 2009. "Search patterns and absorptive capacity: Low- and high-technology sectors in European countries," Research Policy, Elsevier, vol. 38(3), pages 495-506, April.
    14. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    15. Audretsch, David B. & Feldman, Maryann P., 2004. "Knowledge spillovers and the geography of innovation," 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 61, pages 2713-2739, Elsevier.
    16. Tappeiner, Gottfried & Hauser, Christoph & Walde, Janette, 2008. "Regional knowledge spillovers: Fact or artifact?," Research Policy, Elsevier, vol. 37(5), pages 861-874, June.
    17. Martin Andersson & Hans Lööf, 2011. "Agglomeration and productivity: evidence from firm-level data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(3), pages 601-620, June.
    18. David Audretsch & Michael Fritsch, 2002. "Growth Regimes over Time and Space," Regional Studies, Taylor & Francis Journals, vol. 36(2), pages 113-124.
    19. Giulio Cainelli & Riccardo Leoncini, 1999. "Externalities and long-term local industrial development. Some empirical evidence from Italy," Revue d'Économie Industrielle, Programme National Persée, vol. 90(1), pages 25-39.
    20. Rui Baptista & Joana Mendonça, 2010. "Proximity to knowledge sources and the location of knowledge-based start-ups," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 45(1), pages 5-29, August.
    21. John Cantwell & Lucia Piscitello, 2005. "Recent Location of Foreign-owned Research and Development Activities by Large Multinational Corporations in the European Regions: The Role of Spillovers and Externalities," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 1-16.
    22. Rosenthal, Stuart S. & Strange, William C., 2004. "Evidence on the nature and sources of 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 49, pages 2119-2171, Elsevier.
    23. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    24. Audretsch, David B. & Lehmann, Erik E. & Warning, Susanne, 2005. "University spillovers and new firm location," Research Policy, Elsevier, vol. 34(7), pages 1113-1122, September.
    25. Breschi, Stefano & Lissoni, Francesco, 2001. "Knowledge Spillovers and Local Innovation Systems: A Critical Survey," Industrial and Corporate Change, Oxford University Press, vol. 10(4), pages 975-1005, December.
    26. Henderson, Vernon & Lee, Todd & Lee, Yung Joon, 2001. "Scale Externalities in Korea," Journal of Urban Economics, Elsevier, vol. 49(3), pages 479-504, May.
    27. Combes, Pierre-Philippe, 2000. "Economic Structure and Local Growth: France, 1984-1993," Journal of Urban Economics, Elsevier, vol. 47(3), pages 329-355, May.
    28. Zoltán J. Ács & Pontus Braunerhjelm & David B. Audretsch & Bo Carlsson, 2015. "The knowledge spillover theory of entrepreneurship," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 7, pages 129-144, Edward Elgar Publishing.
    29. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    30. repec:hal:wpspec:info:hdl:2441/c8dmi8nm4pdjkuc9g8mc6ihim is not listed on IDEAS
    31. 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.
    32. Robertson, Paul & Smith, Keith & von Tunzelmann, Nick, 2009. "Innovation in low- and medium-technology industries," Research Policy, Elsevier, vol. 38(3), pages 441-446, April.
    33. Michael Fritsch & Viktor Slavtchev, 2007. "Universities and Innovation in Space," Industry and Innovation, Taylor & Francis Journals, vol. 14(2), pages 201-218.
    34. Martina Kauffeld-Monz & Michael Fritsch, 2013. "Who Are the Knowledge Brokers in Regional Systems of Innovation? A Multi-Actor Network Analysis," Regional Studies, Taylor & Francis Journals, vol. 47(5), pages 669-685, May.
    35. Valter Di Giacinto & Matteo Gomellini & Giacinto Micucci & Marcello Pagnini, 2014. "Mapping local productivity advantages in Italy: industrial districts, cities or both?," Journal of Economic Geography, Oxford University Press, vol. 14(2), pages 365-394.
    36. 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.
    37. Yang, Chih-Hai & Lin, Hui-Lin & Li, Hsiao-Yun, 2013. "Influences of production and R&D agglomeration on productivity: Evidence from Chinese electronics firms," China Economic Review, Elsevier, vol. 27(C), pages 162-178.
    38. Cassia, Lucio & Colombelli, Alessandra & Paleari, Stefano, 2009. "Firms' growth: Does the innovation system matter?," Structural Change and Economic Dynamics, Elsevier, vol. 20(3), pages 211-220, September.
    39. Henderson, J. Vernon, 2003. "Marshall's scale economies," Journal of Urban Economics, Elsevier, vol. 53(1), pages 1-28, January.
    40. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    41. Forni, Mario & Paba, Sergio, 2002. "Spillovers and the Growth of Local Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 50(2), pages 151-171, June.
    42. Martin, Philippe & Mayer, Thierry & Mayneris, Florian, 2011. "Spatial concentration and plant-level productivity in France," Journal of Urban Economics, Elsevier, vol. 69(2), pages 182-195, March.
    43. Giulio Cainelli & Andrea Fracasso & Giuseppe Vittucci Marzetti, 2015. "Spatial agglomeration and productivity in Italy: A panel smooth transition regression approach," Papers in Regional Science, Wiley Blackwell, vol. 94, pages 39-67, November.
    44. Michael Fritsch & Ronney Aamoucke, 2013. "Regional public research, higher education, and innovative start-ups: an empirical investigation," Small Business Economics, Springer, vol. 41(4), pages 865-885, December.
    45. 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.
    46. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    47. Michael Fritsch & Martina Kauffeld-Monz, 2010. "The impact of network structure on knowledge transfer: an application of social network analysis in the context of regional innovation networks," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 44(1), pages 21-38, February.
    48. Federico Cingano & Fabiano Schivardi, 2004. "Identifying the Sources of Local Productivity Growth," Journal of the European Economic Association, MIT Press, vol. 2(4), pages 720-742, June.
    49. Muller, Emmanuel & Zenker, Andrea, 2001. "Business services as actors of knowledge transformation: the role of KIBS in regional and national innovation systems," Research Policy, Elsevier, vol. 30(9), pages 1501-1516, December.
    50. Baptista, Rui & Lima, Francisco & Mendonça, Joana, 2011. "Establishment of higher education institutions and new firm entry," Research Policy, Elsevier, vol. 40(5), pages 751-760, June.
    51. Baptista, Rui & Swann, Peter, 1998. "Do firms in clusters innovate more?," Research Policy, Elsevier, vol. 27(5), pages 525-540, September.
    52. Gilles Duranton & J. V. Henderson & William C. Strange (ed.), 2015. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 5, number 5.
    53. Frank G. van Oort & Martijn J. Burger & Joris Knoben & Otto Raspe, 2012. "Multilevel Approaches And The Firm-Agglomeration Ambiguity In Economic Growth Studies," Journal of Economic Surveys, Wiley Blackwell, vol. 26(3), pages 468-491, July.
    54. Lall, Somik V. & Shalizi, Zmarak & Deichmann, Uwe, 2004. "Agglomeration economies and productivity in Indian industry," Journal of Development Economics, Elsevier, vol. 73(2), pages 643-673, April.
    55. 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.
    56. Thomas Doring & Jan Schnellenbach, 2006. "What do we know about geographical knowledge spillovers and regional growth?: A survey of the literature," Regional Studies, Taylor & Francis Journals, vol. 40(3), pages 375-395.
    57. de Lucio, Juan J. & Herce, Jose A. & Goicolea, Ana, 2002. "The effects of externalities on productivity growth in Spanish industry," Regional Science and Urban Economics, Elsevier, vol. 32(2), pages 241-258, March.
    58. Chun-Chung Au & J. Vernon Henderson, 2006. "Are Chinese Cities Too Small?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 549-576.
    59. Henri L.F. Groot & Jacques Poot & Martijn J. Smit, 2016. "Which Agglomeration Externalities Matter Most And Why?," Journal of Economic Surveys, Wiley Blackwell, vol. 30(4), pages 756-782, September.
    60. Melo, Patricia C. & Graham, Daniel J. & Noland, Robert B., 2009. "A meta-analysis of estimates of urban agglomeration economies," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 332-342, May.
    61. Malerba, Franco & Orsenigo, Luigi, 1997. "Technological Regimes and Sectoral Patterns of Innovative Activities," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 6(1), pages 83-117.
    62. Hisamitsu Saito & Munisamy Gopinath, 2009. "Plants' self-selection, agglomeration economies and regional productivity in Chile," Journal of Economic Geography, Oxford University Press, vol. 9(4), pages 539-558, July.
    63. Baptista, Rui, 2000. "Do innovations diffuse faster within geographical clusters?," International Journal of Industrial Organization, Elsevier, vol. 18(3), pages 515-535, April.
    64. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8mc6ihim is not listed on IDEAS
    65. Rui Baptista, 1999. "The Diffusion of Process Innovations: A Selective Review," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 6(1), pages 107-129.
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    3. Nuno Gonçalves & Carlos Carreira, 2023. "Intangible Capital and Productivity of Portuguese Firms in the Last Decade (2010-2019)," Notas Económicas, Faculty of Economics, University of Coimbra, issue 56, pages 110-132, July.
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    5. Luigi Aldieri & Marisa Faggini & Concetto Paolo Vinci, 2018. "Knowledge Technology Transfer: A Spatial Analysis within the Triad," International Journal of Business and Management, Canadian Center of Science and Education, vol. 13(9), pages 1-89, August.

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