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Firm heterogeneity, productivity and spatially bounded knowledge externalities

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  • Raspe, Otto
  • van Oort, Frank G.

Abstract

In this paper, we argue that conceptually disentangling the 'context versus composition' aspects of regional growth is a multilevel issue. By applying multilevel models (also called random-effects models), we show (1) the importance of considering firm-specific characteristics simultaneously with region-specific characteristics, as we find that a large part of what is traditionally assigned to the impact of the region should be assigned to firm-specific characteristics and (2) that existing single-level methodologies can be problematic, as they are vulnerable to the charge of estimating significance levels that are too liberally assigned and promote exaggerations. This is illustrated empirically by showing that single-level approaches would lead to the conclusion that innovation spillovers are highly significant in a setting of Dutch urban growth differentials, while multilevel analyses shows less liberally assigned significance levels. We conclude that multilevel-effect models better fit research questions that combine firm and spatial characteristics simultaneously, especially because they allow firm-specific characteristics to be differently linked to their regional contexts.

Suggested Citation

  • Raspe, Otto & van Oort, Frank G., 2011. "Firm heterogeneity, productivity and spatially bounded knowledge externalities," Socio-Economic Planning Sciences, Elsevier, vol. 45(1), pages 38-47, March.
  • Handle: RePEc:eee:soceps:v:45:y:2011:i:1:p:38-47
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    1. Lucas, Robert E, Jr, 1993. "Making a Miracle," Econometrica, Econometric Society, vol. 61(2), pages 251-272, March.
    2. Evans, David S, 1987. "The Relationship between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 567-581, June.
    3. John Sutton, 1997. "Gibrat's Legacy," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 40-59, March.
    4. David B. Audretsch, 2003. "Innovation And Spatial Externalities," International Regional Science Review, , vol. 26(2), pages 167-174, April.
    5. 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.
    6. Sjoerd Beugelsdijk, 2007. "The Regional Environment and a Firm’s Innovative Performance: A Plea for a Multilevel Interactionist Approach," Economic Geography, Taylor & Francis Journals, vol. 83(2), pages 181-199, April.
    7. Glaeser, Edward L., 1999. "Learning in Cities," Journal of Urban Economics, Elsevier, vol. 46(2), pages 254-277, September.
    8. repec:fth:stanho:e-93-6 is not listed on IDEAS
    9. 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.
    10. Enrico Moretti, 2004. "Workers' Education, Spillovers, and Productivity: Evidence from Plant-Level Production Functions," American Economic Review, American Economic Association, vol. 94(3), pages 656-690, June.
    11. Otto Raspe & Frank Van Oort, 2006. "The Knowledge Economy and Urban Economic Growth," European Planning Studies, Taylor & Francis Journals, vol. 14(9), pages 1209-1234, May.
    12. Breschi, Stefano & Malerba, Franco & Orsenigo, Luigi, 2000. "Technological Regimes and Schumpeterian Patterns of Innovation," Economic Journal, Royal Economic Society, vol. 110(463), pages 388-410, April.
    13. Foss, Nicolai J, 1998. "The Competence-Based Approach: Veblenian Ideas in the Modern Theory of the Firm," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 22(4), pages 479-495, July.
    14. 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.
    15. Ciccone, Antonio & Hall, Robert E, 1996. "Productivity and the Density of Economic Activity," American Economic Review, American Economic Association, vol. 86(1), pages 54-70, March.
    16. Peter Maskell, 2001. "The Firm in Economic Geography," Economic Geography, Taylor & Francis Journals, vol. 77(4), pages 329-344, October.
    17. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    18. Sandra E. Black & Lisa M. Lynch, 2001. "How To Compete: The Impact Of Workplace Practices And Information Technology On Productivity," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 434-445, August.
    19. Michael Taylor & Bjørn Asheim, 2001. "The Concept of the Firm in Economic Geography," Economic Geography, Taylor & Francis Journals, vol. 77(4), pages 315-328, October.
    20. Jeffrey S. Boggs & Norma M. Rantisi, 2003. "The 'relational turn' in economic geography," Journal of Economic Geography, Oxford University Press, vol. 3(2), pages 109-116, April.
    21. Henderson, J. Vernon, 2003. "Marshall's scale economies," Journal of Urban Economics, Elsevier, vol. 53(1), pages 1-28, January.
    22. repec:hoo:wpaper:e-93-6 is not listed on IDEAS
    23. Jun Koo & Somik Lall, 2007. "New Economic Geography: Real or Hype?," International Regional Science Review, , vol. 30(1), pages 3-19, January.
    24. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    25. Ronald L. Moomaw, 1981. "Productivity and City Size: A Critique of the Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 96(4), pages 675-688.
    26. Richard E. Caves, 1998. "Industrial Organization and New Findings on the Turnover and Mobility of Firms," Journal of Economic Literature, American Economic Association, vol. 36(4), pages 1947-1982, December.
    27. Audretsch, David B. & Keilbach, Max C. & Lehmann, Erik E., 2006. "Entrepreneurship and Economic Growth," OUP Catalogue, Oxford University Press, number 9780195183511, Decembrie.
    28. David B. Audretsch & Dirk Dohse, 2007. "Location: A Neglected Determinant of Firm Growth," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 143(1), pages 79-107, April.
    29. 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.
    30. Nooteboom, Bart, 1999. "Innovation, Learning and Industrial Organisation," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 23(2), pages 127-150, March.
    31. Bruno Cassiman & Reinhilde Veugelers, 2006. "In Search of Complementarity in Innovation Strategy: Internal R& D and External Knowledge Acquisition," Management Science, INFORMS, vol. 52(1), pages 68-82, January.
    32. Vernon Henderson, J., 2007. "Understanding knowledge spillovers," Regional Science and Urban Economics, Elsevier, vol. 37(4), pages 497-508, July.
    33. Dirk Pilat, 2005. "The ICT Productivity Paradox: Insights from Micro Data," OECD Economic Studies, OECD Publishing, vol. 2004(1), pages 37-65.
    34. Ron Boschma, 2004. "Competitiveness of Regions from an Evolutionary Perspective," Regional Studies, Taylor & Francis Journals, vol. 38(9), pages 1001-1014.
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