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Geographical clustering and the effectiveness of public innovation programs

Author

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  • Dirk Crass

    (Landesbank Hessen-Thueringen Girozentrale)

  • Christian Rammer

    (Centre for European Economic Research (ZEW))

  • Birgit Aschhoff

    (Landesbank Baden-Wuerttemberg)

Abstract

The paper analyses how geographical clustering of beneficiaries might affect the effectiveness of public innovation support programs. The geographical proximity of firms operating in the same industry or field of technology is expected to facilitate innovation through knowledge spillovers and other localization advantages. Public innovation support programs may leverage these advantages by focusing on firms that operate in a cluster. We investigate this link using data from a large German program that co-funds R&D projects of SMEs in key technology areas called ‘Innovative SMEs’. We employ three alternative cluster measures which capture industry, technology and knowledge dimensions of clusters. Regardless of the measure, firms located in a geographical cluster are more likely to participate in the program. Firms being part of a knowledge-based cluster significantly increase their chance of receiving public financial support. We find no effects, however, of geographical clustering on the program’s effectiveness in terms of input or output additionality.

Suggested Citation

  • Dirk Crass & Christian Rammer & Birgit Aschhoff, 2019. "Geographical clustering and the effectiveness of public innovation programs," The Journal of Technology Transfer, Springer, vol. 44(6), pages 1784-1815, December.
  • Handle: RePEc:kap:jtecht:v:44:y:2019:i:6:d:10.1007_s10961-017-9584-x
    DOI: 10.1007/s10961-017-9584-x
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    1. Catherine Beaudry & Stefano Breschi, 2003. "Are firms in clusters really more innovative?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(4), pages 325-342.
    2. Klepper, Steven, 2010. "The origin and growth of industry clusters: The making of Silicon Valley and Detroit," Journal of Urban Economics, Elsevier, vol. 67(1), pages 15-32, January.
    3. Czarnitzki, Dirk & Lopes-Bento, Cindy, 2013. "Value for money? New microeconometric evidence on public R&D grants in Flanders," Research Policy, Elsevier, vol. 42(1), pages 76-89.
    4. Jakob Edler & Paul Cunningham & Abdullah Gök & Philip Shapira (ed.), 2016. "Handbook of Innovation Policy Impact," Books, Edward Elgar Publishing, number 16121, February.
    5. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
    6. Feldman, Maryann P. & Audretsch, David B., 1999. "Innovation in cities:: Science-based diversity, specialization and localized competition," European Economic Review, Elsevier, vol. 43(2), pages 409-429, February.
    7. Saxenian, AnnaLee, 1991. "The origins and dynamics of production networks in Silicon Valley," Research Policy, Elsevier, vol. 20(5), pages 423-437, October.
    8. Aschhoff Birgit, 2010. "Who Gets the Money?: The Dynamics of R&D Project Subsidies in Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 230(5), pages 522-546, October.
    9. J. Myles Shaver & Fredrick Flyer, 2000. "Agglomeration economies, firm heterogeneity, and foreign direct investment in the United States," Strategic Management Journal, Wiley Blackwell, vol. 21(12), pages 1175-1193, December.
    10. Nishimura, Junichi & Okamuro, Hiroyuki, 2011. "Subsidy and networking: The effects of direct and indirect support programs of the cluster policy," Research Policy, Elsevier, vol. 40(5), pages 714-727, June.
    11. Rammer, Christian & Crass, Dirk & Doherr, Thorsten & Hud, Martin & Hünermund, Paul & Iferd, Younes & Köhler, Christian & Peters, Bettina & Schubert, Torben & Schwiebacher, Franz, 2015. "Innovationsverhalten der deutschen Wirtschaft: Indikatorenbericht zur Innovationserhebung 2014," The Annual German Innovation Survey, Key Figures Reports 111712, ZEW - Leibniz Centre for European Economic Research.
    12. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 577-598.
    13. Falck, Oliver & Heblich, Stephan & Kipar, Stefan, 2010. "Industrial innovation: Direct evidence from a cluster-oriented policy," Regional Science and Urban Economics, Elsevier, vol. 40(6), pages 574-582, November.
    14. Gerlach, Heiko & Rønde, Thomas & Stahl, Konrad, 2009. "Labor pooling in R&D intensive industries," Journal of Urban Economics, Elsevier, vol. 65(1), pages 99-111, January.
    15. Dirk Czarnitzki & Bernd Ebersberger & Andreas Fier, 2007. "The relationship between R&D collaboration, subsidies and R&D performance: Empirical evidence from Finland and Germany," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(7), pages 1347-1366.
    16. Dirk Czarnitzki & Hanna Hottenrott, 2009. "Are Local Milieus The Key To Innovation Performance?," Journal of Regional Science, Wiley Blackwell, vol. 49(1), pages 81-112, February.
    17. Eickelpasch, Alexander & Fritsch, Michael, 2005. "Contests for cooperation--A new approach in German innovation policy," Research Policy, Elsevier, vol. 34(8), pages 1269-1282, October.
    18. Fromhold-Eisebith, Martina & Eisebith, Gunter, 2005. "How to institutionalize innovative clusters? Comparing explicit top-down and implicit bottom-up approaches," Research Policy, Elsevier, vol. 34(8), pages 1250-1268, October.
    19. Folta, Timothy B. & Cooper, Arnold C. & Baik, Yoon-suk, 2006. "Geographic cluster size and firm performance," Journal of Business Venturing, Elsevier, vol. 21(2), pages 217-242, March.
    20. Henry Chen & Paul Gompers & Anna Kovner & Josh Lerner, 2010. "Buy Local? The Geography of Venture Capital," NBER Chapters, in: Cities and Entrepreneurship, National Bureau of Economic Research, Inc.
    21. Saul Lach, 2002. "Do R&D Subsidies Stimulate or Displace Private R&D? Evidence from Israel," Journal of Industrial Economics, Wiley Blackwell, vol. 50(4), pages 369-390, December.
    22. McCann, Brian T. & Folta, Timothy B., 2011. "Performance differentials within geographic clusters," Journal of Business Venturing, Elsevier, vol. 26(1), pages 104-123, January.
    23. Love, James H. & Roper, Stephen, 2001. "Location and network effects on innovation success: evidence for UK, German and Irish manufacturing plants," Research Policy, Elsevier, vol. 30(4), pages 643-661, April.
    24. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    25. 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.
    26. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    27. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    28. Dirk Czarnitzki & Cindy Lopes-Bento, 2014. "Innovation Subsidies: Does the Funding Source Matter for Innovation Intensity and Performance? Empirical Evidence from Germany," Industry and Innovation, Taylor & Francis Journals, vol. 21(5), pages 380-409, July.
    29. 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.
    30. 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.
    31. Samuel Kortum & Josh Lerner, 2000. "Assessing the Contribution of Venture Capital to Innovation," RAND Journal of Economics, The RAND Corporation, vol. 31(4), pages 674-692, Winter.
    32. Aerts, Kris & Schmidt, Tobias, 2008. "Two for the price of one?: Additionality effects of R&D subsidies: A comparison between Flanders and Germany," Research Policy, Elsevier, vol. 37(5), pages 806-822, June.
    33. Helsley, Robert W. & Strange, William C., 2002. "Innovation and Input Sharing," Journal of Urban Economics, Elsevier, vol. 51(1), pages 25-45, January.
    34. Sakakibara, Mariko, 2001. "The Diversity of R&D Consortia and Firm Behavior: Evidence from Japanese Data," Journal of Industrial Economics, Wiley Blackwell, vol. 49(2), pages 181-196, June.
    35. Katrin Hussinger, 2008. "R&D and subsidies at the firm level: an application of parametric and semiparametric two-step selection models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(6), pages 729-747.
    36. Fred Gault (ed.), 2013. "Handbook of Innovation Indicators and Measurement," Books, Edward Elgar Publishing, number 14427, February.
    37. Baptista, Rui & Swann, Peter, 1998. "Do firms in clusters innovate more?," Research Policy, Elsevier, vol. 27(5), pages 525-540, September.
    38. Brian Ashcroft & Stephen Roper & Stewart Dunlop & James H. Love, 2000. "Industry and location effects on UK plants' innovation propensity," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 34(4), pages 489-502.
    39. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    40. Hottenrott, Hanna & Lopes-Bento, Cindy, 2014. "(International) R&D collaboration and SMEs: The effectiveness of targeted public R&D support schemes," Research Policy, Elsevier, vol. 43(6), pages 1055-1066.
    41. Asheim, Bjorn T. & Coenen, Lars, 2005. "Knowledge bases and regional innovation systems: Comparing Nordic clusters," Research Policy, Elsevier, vol. 34(8), pages 1173-1190, October.
    42. Cooke, Philip, 2001. "Regional Innovation Systems, Clusters, and the Knowledge Economy," Industrial and Corporate Change, Oxford University Press, vol. 10(4), pages 945-974, December.
    43. 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.
    44. Bersch, Johannes & Gottschalk, Sandra & Müller, Bettina & Niefert, Michaela, 2014. "The Mannheim Enterprise Panel (MUP) and firm statistics for Germany," ZEW Discussion Papers 14-104, ZEW - Leibniz Centre for European Economic Research.
    45. Elisabet Viladecans-Marsal & Josep-Maria Arauzo-Carod, 2012. "Can a knowledge-based cluster be created? The case of the Barcelona 22@ district," Papers in Regional Science, Wiley Blackwell, vol. 91(2), pages 377-400, June.
    46. Almus, Matthias & Czarnitzki, Dirk, 2003. "The Effects of Public R&D Subsidies on Firms' Innovation Activities: The Case of Eastern Germany," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 226-236, April.
    47. Lach, Saul, 2002. "Do R&D Subsidies Stimulate or Displace Private R&D? Evidence from Israel," Journal of Industrial Economics, Wiley Blackwell, vol. 50(4), pages 369-390, December.
    48. Paul Almeida & Bruce Kogut, 1999. "Localization of Knowledge and the Mobility of Engineers in Regional Networks," Management Science, INFORMS, vol. 45(7), pages 905-917, July.
    49. Frank McDonald & Dimitrios Tsagdis & Qihai Huang, 2006. "The development of industrial clusters and public policy," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 18(6), pages 525-542, November.
    50. Gerben Panne, 2004. "Agglomeration externalities: Marshall versus Jacobs," Journal of Evolutionary Economics, Springer, vol. 14(5), pages 593-604, December.
    51. Rammer, Christian & Crass, Dirk & Doherr, Thorsten & Hud, Martin & Hünermund, Paul & Iferd, Younes & Köhler, Christian & Peters, Bettina & Schubert, Torben, 2016. "Innovationsverhalten der deutschen Wirtschaft: Indikatorenbericht zur Innovationserhebung 2015," The Annual German Innovation Survey, Key Figures Reports 128149, ZEW - Leibniz Centre for European Economic Research.
    52. Breschi, Stefano & Malerba, Franco, 2001. "The Geography of Innovation and Economic Clustering: Some Introductory Notes," Industrial and Corporate Change, Oxford University Press, vol. 10(4), pages 817-833, December.
    53. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    54. Harhoff, Dietmar & Henkel, Joachim & von Hippel, Eric, 2003. "Profiting from voluntary information spillovers: how users benefit by freely revealing their innovations," Research Policy, Elsevier, vol. 32(10), pages 1753-1769, December.
    55. Ron Martin & Peter Sunley, 2003. "Deconstructing clusters: chaotic concept or policy panacea?," Journal of Economic Geography, Oxford University Press, vol. 3(1), pages 5-35, January.
    56. Massimo Colombo & Chiara Franzoni & Reinhilde Veugelers, 2015. "Going radical: producing and transferring disruptive innovation," The Journal of Technology Transfer, Springer, vol. 40(4), pages 663-669, August.
    57. Bettina Peters & Christian Rammer, 2013. "Innovation panel surveys in Germany," Chapters, in: Fred Gault (ed.), Handbook of Innovation Indicators and Measurement, chapter 6, pages 135-177, Edward Elgar Publishing.
    58. Ron Martin & Peter Sunley, 1998. "Slow Convergence? The New Endogenous Growth Theory and Regional Development," Economic Geography, Taylor & Francis Journals, vol. 74(3), pages 201-227, July.
    59. Lee G. Branstetter & Mariko Sakakibara, 2002. "When Do Research Consortia Work Well and Why? Evidence from Japanese Panel Data," American Economic Review, American Economic Association, vol. 92(1), pages 143-159, March.
    60. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    61. Tuomas Takalo & Tanja Tanayama & Otto Toivanen, 2013. "Estimating the Benefits of Targeted R&D Subsidies," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 255-272, March.
    62. Todtling, Franz & Trippl, Michaela, 2005. "One size fits all?: Towards a differentiated regional innovation policy approach," Research Policy, Elsevier, vol. 34(8), pages 1203-1219, October.
    63. Daniel Shefer & Amnon Frenkel, 1998. "original: Local milieu and innovations: Some empirical results," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 32(1), pages 185-200.
    64. Holger Görg & Eric Strobl, 2007. "The Effect of R&D Subsidies on Private R&D," Economica, London School of Economics and Political Science, vol. 74(294), pages 215-234, May.
    65. Zucker, Lynne G & Darby, Michael R & Brewer, Marilynn B, 1998. "Intellectual Human Capital and the Birth of U.S. Biotechnology Enterprises," American Economic Review, American Economic Association, vol. 88(1), pages 290-306, March.
    66. J. V. Henderson & J. F. Thisse (ed.), 2004. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 4, number 4.
    67. Audretsch, David B & Stephan, Paula E, 1996. "Company-Scientist Locational Links: The Case of Biotechnology," American Economic Review, American Economic Association, vol. 86(3), pages 641-652, June.
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    Cited by:

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    2. Feld, Lars P. & Schmidt, Christoph M. & Schnabel, Isabel & Truger, Achim & Wieland, Volker, 2019. "Den Strukturwandel meistern. Jahresgutachten 2019/20," Annual Economic Reports / Jahresgutachten, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung, volume 127, number 201920.
    3. Ana Alexandra GORA & Ion POPA & Simona Cãtãlina ?TEFAN & Cristina MORÃRESCU, 2019. "The Potential For Cluster Implementation In The Romanian Healthcare System," Proceedings of the INTERNATIONAL MANAGEMENT CONFERENCE, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 13(1), pages 436-447, November.
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    More about this item

    Keywords

    Geographical clustering; Effectiveness of public programs; Innovation;
    All these keywords.

    JEL classification:

    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • H50 - Public Economics - - National Government Expenditures and Related Policies - - - General
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • R59 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Other

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