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Firm growth and the spatial impact of geolocated external factors: Empirical evidence for German manufacturing firms

  • Duschl, Matthias
  • Schimke, Antje
  • Brenner, Thomas
  • Luxen, Dennis

In this paper the relationship between firm growth and external knowledge sources, such as related firms and universities, is studied. The spatial characteristics of these relationships are examined by geolocating firms into a more realistic relational space using travel time distances and using flexible distance decay function specifications. This approach properly accounts for growth relevant knowledge spillovers and allows for estimating their spatial range and functional form. Applying quantile regression techniques on a large sample of German manufacturing firms, we show that the impact of external factors substantially differ along firms' size, type of knowledge source and growth level.

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Paper provided by Karlsruhe Institute of Technology (KIT), Department of Economics and Business Engineering in its series Working Paper Series in Economics with number 36.

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Date of creation: 2011
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Handle: RePEc:zbw:kitwps:36
Contact details of provider: Web page: http://www.wiwi.kit.edu/

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  1. Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521608275, December.
  2. Witt, Ulrich, 2011. "Emergence and functionality of organizational routines: an individualistic approach," Journal of Institutional Economics, Cambridge University Press, vol. 7(02), pages 157-174, June.
  3. 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.
  4. Thomas Grebel & Andreas Pyka & Horst Hanusch, 2003. "An Evolutionary Approach to the Theory of Entrepreneurship," Industry and Innovation, Taylor & Francis Journals, vol. 10(4), pages 493-514.
  5. Giulio Bottazzi & Elena Cefis & Giovanni Dosi, 2001. "Corporate Growth and Industrial Structure. Some Evidence from the Italian Manufacturing Industry," LEM Papers Series 2001/08, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  6. Richard Harris, 2008. "Models of Regional Growth: Past, Present and Future," SERC Discussion Papers 0002, Spatial Economics Research Centre, LSE.
  7. Otto Raspe & Frank Oort, 2011. "Growth of new firms and spatially bounded knowledge externalities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(3), pages 495-518, June.
  8. Jung Won Sonn & Michael Storper, 2008. "The increasing importance of geographical proximity in knowledge production: an analysis of US patent citations, 1975 – 1997," Environment and Planning A, Pion Ltd, London, vol. 40(5), pages 1020-1039, May.
  9. Bottazzi, Laura & Peri, Giovanni, 2003. "Innovation and spillovers in regions: Evidence from European patent data," European Economic Review, Elsevier, vol. 47(4), pages 687-710, August.
  10. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
  11. Manuel Trajtenberg & Adam B. Jaffe & Michael S. Fogarty, 2000. "Knowledge Spillovers and Patent Citations: Evidence from a Survey of Inventors," American Economic Review, American Economic Association, vol. 90(2), pages 215-218, May.
  12. J W Weibull, 1980. "On the numerical measurement of accessibility," Environment and Planning A, Pion Ltd, London, vol. 12(1), pages 53-67, January.
  13. J. Vernon Henderson & Ari Kuncoro & Matthew Turner, 1992. "Industrial Development in Cities," NBER Working Papers 4178, National Bureau of Economic Research, Inc.
  14. Rikard H. Eriksson, 2011. "Localized Spillovers and Knowledge Flows: How Does Proximity Influence the Performance of Plants?," Economic Geography, Clark University, vol. 87(2), pages 127-152, 04.
  15. Paul Bishop, 2008. "Spatial Spillovers And The Growth Of Knowledge Intensive Services," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 99(3), pages 281-292, 07.
  16. 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.
  17. Rikard Eriksson & Urban Lindgren, 2009. "Localized mobility clusters: impacts of labour market externalities on firm performance," Journal of Economic Geography, Oxford University Press, vol. 9(1), pages 33-53, January.
  18. 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.
  19. Alex Coad & Werner Hölzl, 2009. "On the Autocorrelation of Growth Rates," Journal of Industry, Competition and Trade, Springer, vol. 9(2), pages 139-166, June.
  20. Natália Barbosa & Vasco Eiriz, 2011. "Regional Variation of Firm Size and Growth: The Portuguese Case," Growth and Change, Wiley Blackwell, vol. 42(2), pages 125-158, 06.
  21. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, Oxford University Press, vol. 113(3), pages 903-947.
  22. Jasjit Singh, 2005. "Collaborative Networks as Determinants of Knowledge Diffusion Patterns," Management Science, INFORMS, vol. 51(5), pages 756-770, May.
  23. David B. audretsch & Erik E. Lehmann, 2005. "Mansfield's Missing Link: The Impact of Knowledge Spillovers on Firm Growth," The Journal of Technology Transfer, Springer, vol. 30(2_2), pages 207-210, 01.
  24. Yannis Bilias & Roger Koenker, 2001. "Quantile regression for duration data: A reappraisal of the Pennsylvania Reemployment Bonus Experiments," Empirical Economics, Springer, vol. 26(1), pages 199-220.
  25. Andrés Rodríguez-Pose, 2011. "Economists as geographers and geographers as something else: on the changing conception of distance in geography and economics," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 347-356, March.
  26. Joris Pinkse & Margaret E. Slade, 2010. "The Future Of Spatial Econometrics," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 103-117.
  27. Thomas Brenner & Charlotte Schlump, 2010. "University Education, Public Research and Employment Growth in Regions – An Empirical Study of Germany," Working Papers on Innovation and Space 2010-02, Philipps University Marburg, Department of Geography.
  28. Jun Koo, 2005. "Agglomeration and spillovers in a simultaneous framework," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 39(1), pages 35-47, 03.
  29. Giulio Bottazzi & Alex Coad & Nadia Jacoby & Angelo Secchi, 2005. "Corporate Growth and Industrial Dynamics: Evidence from French Manufacturing," LEM Papers Series 2005/21, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  30. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
  31. Sergey Lychagin & Joris Pinkse & Margaret E. Slade & John Van Reenen, 2010. "Spillovers in Space: Does Geography Matter?," NBER Working Papers 16188, National Bureau of Economic Research, Inc.
  32. 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 1126-52, 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.
  33. 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.
  34. Witt, Ulrich, 2000. "Changing Cognitive Frames--Changing Organizational Forms: An Entrepreneurial Theory of Organizational Development," Industrial and Corporate Change, Oxford University Press, vol. 9(4), pages 733-55, December.
  35. Roderik Ponds & Frank van Oort & Koen Frenken, 2009. "Innovation, spillovers, and university-industry collaboration: An extended knowledge production function approach," Papers in Evolutionary Economic Geography (PEEG) 0903, Utrecht University, Section of Economic Geography, revised Feb 2009.
  36. Bart Nooteboom, 2000. "Learning by Interaction: Absorptive Capacity, Cognitive Distance and Governance," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 4(1), pages 69-92, March.
  37. Mahmut Yasar & Carl H. Nelson & Roderick Rejesus, 2003. "Productivity and Exporting Status of Manufacturing Firms: Evidence from Quantile Regressions," Emory Economics 0323, Department of Economics, Emory University (Atlanta).
  38. Richard E. Baldwin & Toshihiro Okubo, 2006. "Heterogeneous firms, agglomeration and economic geography: spatial selection and sorting," Journal of Economic Geography, Oxford University Press, vol. 6(3), pages 323-346, June.
  39. Ron Boschma & Simona Iammarino, 2009. "Related Variety, Trade Linkages, and Regional Growth in Italy," Economic Geography, Clark University, vol. 85(3), pages 289-311, 07.
  40. Stefano Breschi & Francesco Lissoni, 2009. "Mobility of skilled workers and co-invention networks: an anatomy of localized knowledge flows," Journal of Economic Geography, Oxford University Press, vol. 9(4), pages 439-468, July.
  41. Paul M Romer, 1999. "Endogenous Technological Change," Levine's Working Paper Archive 2135, David K. Levine.
  42. Giulio Bottazzi & Angelo Secchi, 2006. "Gibrat's Law and diversification," Industrial and Corporate Change, Oxford University Press, vol. 15(5), pages 847-875, October.
  43. Alex Coad, 2006. "A Closer Look at Serial Growth Rate Correlation," LEM Papers Series 2006/29, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  44. G. Bottazzi & E. Cefis & G. Dosi & A. Secchi, 2007. "Invariances and Diversities in the Patterns of Industrial Evolution: Some Evidence from Italian Manufacturing Industries," Small Business Economics, Springer, vol. 29(1), pages 137-159, June.
  45. Raspe, Otto & van Oort, Frank, 2008. "Firm Growth and Localized Knowledge Externalities," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 38(2).
  46. Attila Varga & Andrea Parag, 2008. "Academic Knowledge Transfers and the Structure of International Research Networks," Working Papers 2008/2, University of Pécs, Department of Economics and Regional Studies, revised Mar 2008.
  47. 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.
  48. Martin Andersson & Charlie Karlsson, 2007. "Knowledge in Regional Economic Growth—The Role of Knowledge Accessibility," Industry and Innovation, Taylor & Francis Journals, vol. 14(2), pages 129-149.
  49. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
  50. Olav Sorenson & Jan W. Rivkin & Lee Fleming, 2010. "Complexity, Networks and Knowledge Flows," Chapters, in: The Handbook of Evolutionary Economic Geography, chapter 15 Edward Elgar Publishing.
  51. Witt, Ulrich, 1997. ""Lock-in" vs. "critical masses" -- Industrial change under network externalities," International Journal of Industrial Organization, Elsevier, vol. 15(6), pages 753-773, October.
  52. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-70, December.
  53. Anders Malmberg & Peter Maskell, 2002. "The elusive concept of localization economies: towards a knowledge-based theory of spatial clustering," Environment and Planning A, Pion Ltd, London, vol. 34(3), pages 429-449, March.
  54. Omar Arias & Kevin F. Hallock & Walter Sosa Escudero, 1999. "Individual Heterogeneity in the Returns to Schooling: Instrumental Variables Quantile Regression using Twins Data," Department of Economics, Working Papers 016, Departamento de Economía, Facultad de Ciencias Económicas, Universidad Nacional de La Plata.
  55. John Baldwin & Desmond Beckstead & W. Mark Brown & David Rigby, 2008. "Agglomeration and the Geography of Localization Economies in Canada," Regional Studies, Taylor & Francis Journals, vol. 42(1), pages 117-132.
  56. Anselin, Luc & Varga, Attila & Acs, Zoltan, 1997. "Local Geographic Spillovers between University Research and High Technology Innovations," Journal of Urban Economics, Elsevier, vol. 42(3), pages 422-448, November.
  57. Martin Andersson & Urban Gråsjö, 2009. "Spatial dependence and the representation of space in empirical models," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(1), pages 159-180, March.
  58. Almeida, Paul & Dokko, Gina & Rosenkopf, Lori, 2003. "Startup size and the mechanisms of external learning: increasing opportunity and decreasing ability?," Research Policy, Elsevier, vol. 32(2), pages 301-315, February.
  59. Hoekman, Jarno & Frenken, Koen & Tijssen, Robert J.W., 2010. "Research collaboration at a distance: Changing spatial patterns of scientific collaboration within Europe," Research Policy, Elsevier, vol. 39(5), pages 662-673, June.
  60. Börje Johansson & Johan Klaesson & Michael Olsson, 2003. "Commuters’ non-linear response to time distances," Journal of Geographical Systems, Springer, vol. 5(3), pages 315-329, November.
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