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Firm Growth and the Spatial Impact of Geolocated External Factors – Empirical Evidence for German Manufacturing Firms

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  • Matthias Duschl

    (Department of Geography, Philipps University Marburg)

  • Antje Schimke

    (Karlsruhe Institute of Technology (KIT))

  • Thomas Brenner

    (Department of Geography, Philipps University Marburg)

  • Dennis Luxen

    (Karlsruhe Institute of Technology (KIT))

Abstract

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.

Suggested Citation

  • Matthias Duschl & Antje Schimke & Thomas Brenner & Dennis Luxen, 2011. "Firm Growth and the Spatial Impact of Geolocated External Factors – Empirical Evidence for German Manufacturing Firms," Working Papers on Innovation and Space 2011-03, Philipps University Marburg, Department of Geography.
    • Handle: RePEc:pum:wpaper:2011-03
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    1. Richard Harris, 2011. "Models Of Regional Growth: Past, Present And Future," Journal of Economic Surveys, Wiley Blackwell, vol. 25(5), pages 913-951, December.
    2. Giulio Bottazzi & Angelo Secchi, 2006. "Gibrat's Law and diversification," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 15(5), pages 847-875, October.
    3. 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, President and Fellows of Harvard College, vol. 113(3), pages 903-947.
    4. 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.
    5. 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.
    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. 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, January.
    8. 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.
    9. Roderik Ponds & Frank van Oort & Koen Frenken, 2010. "Innovation, spillovers and university--industry collaboration: an extended knowledge production function approach," Journal of Economic Geography, Oxford University Press, vol. 10(2), pages 231-255, March.
    10. David B. Audretsch & Erik E. Lehmann, 2005. "Mansfield’s Missing Link: The Impact of Knowledge Spillovers on Firm Growth," Springer Books, in: Albert N. Link & F. M. Scherer (ed.), Essays in Honor of Edwin Mansfield, pages 271-274, Springer.
    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. Giulio Bottazzi & Alex Coad & Nadia Jacoby & Angelo Secchi, 2011. "Corporate growth and industrial dynamics: evidence from French manufacturing," Applied Economics, Taylor & Francis Journals, vol. 43(1), pages 103-116.
    13. Ron Boschma & Simona Iammarino, 2009. "Related Variety, Trade Linkages, and Regional Growth in Italy," Economic Geography, Clark University, vol. 85(3), pages 289-311, July.
    14. 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.
    15. Jacob J de Vries & Peter Nijkamp & Piet Rietveld, 2009. "Exponential or Power Distance-Decay for Commuting? An Alternative Specification," Environment and Planning A, , vol. 41(2), pages 461-480, February.
    16. Sergey Lychagin & Joris Pinkse & Margaret E. Slade & John Van Reenen, 2016. "Spillovers in Space: Does Geography Matter?," Journal of Industrial Economics, Wiley Blackwell, vol. 64(2), pages 295-335, June.
    17. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Local Geographic Spillovers Between University Research and High Technology Innovations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 9, pages 95-121, Edward Elgar Publishing.
    18. Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521845731, January.
    19. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    20. 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.
    21. 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.
    22. 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.
    23. 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, March.
    24. Victor Chernozhukov, 2005. "Extremal quantile regression," Papers math/0505639, arXiv.org.
    25. 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.
    26. 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.
    27. Attila Varga & Andrea Parag, 2008. "Academic Knowledge Transfers and the Structure of International Research Networks," UPFBE Working Paper Series 2008/2, Faculty of Business and Economics, University Pécs.
    28. 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), pages 1-17.
    29. Giovanni Dosi & Keith Pavitt & Luc Soete, 1990. "The Economics of Technical Change and International Trade," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1990, April.
    30. Giulio Bottazzi & Elena Cefis & Giovanni Dosi, 2002. "Corporate growth and industrial structures: some evidence from the Italian manufacturing industry," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(4), pages 705-723, August.
    31. Anja Dettmann & Sidonia von Proff, 2010. "Inventor collaboration over distance – a comparison of academic and corporate patents," Working Papers on Innovation and Space 2010-01, Philipps University Marburg, Department of Geography.
    32. 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.
    33. 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, July.
    34. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    35. Mahmut Yasar & Carl H. Nelson & Roderick Rejesus, 2006. "Productivity and Exporting Status of Manufacturing Firms: Evidence from Quantile Regressions," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 142(4), pages 675-694, December.
    36. Witt, Ulrich, 2011. "Emergence and functionality of organizational routines: an individualistic approach," Journal of Institutional Economics, Cambridge University Press, vol. 7(2), pages 157-174, June.
    37. Omar Arias & Walter Sosa-Escudero & Kevin F. Hallock, 2001. "Individual heterogeneity in the returns to schooling: instrumental variables quantile regression using twins data," Empirical Economics, Springer, vol. 26(1), pages 7-40.
    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. Joris Pinkse & Margaret E. Slade, 2010. "The Future Of Spatial Econometrics," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 103-117, February.
    40. 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.
    41. Chong Ju Choi & Carla C. J. M. Millar & Caroline Y. L. Wong, 2005. "Knowledge and Measurement," Palgrave Macmillan Books, in: Knowledge Entanglements, chapter 0, pages 77-96, Palgrave Macmillan.
    42. Olav Sorenson & Jan W. Rivkin & Lee Fleming, 2010. "Complexity, Networks and Knowledge Flows," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 15, Edward Elgar Publishing.
    43. 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.
    44. Rolf Sternberg & Olaf Arndt, 2001. "The Firm or the Region: What Determines the Innovation Behavior of European Firms?," Economic Geography, Taylor & Francis Journals, vol. 77(4), pages 364-382, October.
    45. 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.
    46. Thomas Grebel & Andreas Pyka & Horst Hanusch, 2004. "An evolutionary approach to the theory of entrepreneurship," Chapters, in: John Foster & Werner Hölzl (ed.), Applied Evolutionary Economics and Complex Systems, chapter 7, Edward Elgar Publishing.
    47. Henderson, Vernon & Kuncoro, Ari & Turner, Matt, 1995. "Industrial Development in Cities," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 1067-1090, October.
    48. Zoltan J. Acs & Bo Carlsson & Pontus Braunerhjelm & David B. Audretsch, "undated". "The Missing Link," Papers on Entrepreneurship, Growth and Public Policy 2005-08, Max Planck Institute of Economics, Entrepreneurship, Growth and Public Policy Group.
    49. Jasjit Singh, 2005. "Collaborative Networks as Determinants of Knowledge Diffusion Patterns," Management Science, INFORMS, vol. 51(5), pages 756-770, May.
    50. J W Weibull, 1980. "On the Numerical Measurement of Accessibility," Environment and Planning A, , vol. 12(1), pages 53-67, January.
    51. 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.
    52. Alex Coad, 2007. "A Closer Look at Serial Growth Rate Correlation," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 31(1), pages 69-82, August.
    53. Eckey, Hans-Friedrich & Kosfeld, Reinhold & Türck, Matthias, 2006. "Abgrenzung deutscher Arbeitsmarktregionen," Volkswirtschaftliche Diskussionsbeiträge 81, University of Kassel, Faculty of Economics and Management.
    54. Witt, Ulrich, 2000. "Changing Cognitive Frames--Changing Organizational Forms: An Entrepreneurial Theory of Organizational Development," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 9(4), pages 733-755, December.
    55. 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.
    56. 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.
    57. Ulrich Witt, 2003. "The Evolving Economy," Books, Edward Elgar Publishing, number 2477.
    58. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    59. 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.
    60. 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, June.
    61. Rikard H. Eriksson, 2011. "Localized Spillovers and Knowledge Flows: How Does Proximity Influence the Performance of Plants?," Economic Geography, Taylor & Francis Journals, vol. 87(2), pages 127-152, April.
    62. Mansfield, Edwin, 1995. "Academic Research Underlying Industrial Innovations:," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 55-65, February.
    63. Attila Varga (ed.), 2009. "Universities, Knowledge Transfer and Regional Development," Books, Edward Elgar Publishing, number 4250.
    64. 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.
    65. 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.
    66. 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.
    67. 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.
    68. 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.
    69. 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.
    70. 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.
    71. Manfred M. Fischer & Josef Fröhlich (ed.), 2001. "Knowledge, Complexity and Innovation Systems," Advances in Spatial Science, Springer, number 978-3-662-04546-6, Fall.
    72. 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.
    73. 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.
    74. 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, April.
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    Cited by:

    1. Matthias Duschl & Thomas Brenner, 2013. "Characteristics of regional industry-specific employment growth rates' distributions," Papers in Regional Science, Wiley Blackwell, vol. 92(2), pages 249-270, June.
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    5. Matthias Duschl & Thomas Brenner, 2011. "Characteristics of Regional Industry-specific Employment Growth – Empirical Evidence for Germany," Working Papers on Innovation and Space 2011-07, Philipps University Marburg, Department of Geography.

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    More about this item

    Keywords

    Firm growth; external factors; universities; agglomeration; space; spatial range; distance decay functions; knowledge spillovers; high growth firms; quantile regression;
    All these keywords.

    JEL classification:

    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • D92 - Microeconomics - - Micro-Based Behavioral Economics - - - Intertemporal Firm Choice, Investment, Capacity, and Financing
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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