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The Annals of Regional Science

, Volume 54, Issue 1, pp 215–250 | Cite as

Spatial fragmentation of industries by functions

  • Franz-Josef Bade
  • Eckhardt Bode
  • Eleonora Cutrini
Original Paper

Abstract

We show that key functions are spatially clustered with, or dispersed from, each other even within manufacturing industries in West Germany, and that these clustering or dispersion patterns have changed significantly during recent decades. Estimating levels and changes (1992–2007) of localizations and colocalizations of selected functions (production, headquarter services, R&D) within 27 West German industries by means of \(K\) densities, we identify two broad groups of industries. In “fragmenting” industries, which account for half of manufacturing employment, functions were more clustered with each other than the industry as a whole after the fall of the Iron Curtain but have, in accordance with regional theories of spatial fragmentation, been unbundled spatially from each other subsequently. In “integrating” industries, by contrast, which account for one-third of manufacturing employment, functions were initially dispersed from each other but have subsequently been rebundled spatially with each other. This spatial rebundling may be a consequence of offshoring, i.e., international fragmentation.

JEL Classification

C19 L60 F23 R12 

Notes

Acknowledgments

The authors thank Frank Bickenbach, Sebastian Braun, Dirk Dohse, Ursula Fritsch, Holger Görg, Tillmann Schwörer, an anonymous referee and Janet Kohlhase for helpful comments, discussions and suggestions, and Michaela Rank for valuably research assistance. Older versions of this paper circulated as “Does Domestic Offshoring Precede International Offshoring?” or “The Spatial Fragmentation of Production Activities: Patterns of Industrial and Functional Localization”.

References

  1. Aarland K, Davis JC, Henderson JV, Ono Y (2007) Spatial organization of firms: the decision to split production and administration. Rand J Econ 38(2):480–494CrossRefGoogle Scholar
  2. Alecke B, Alsleben C, Scharr F, Untiedt G (2006) Are there really high-tech clusters? The geographic concentration of German manufacturing industries and its determinants. Ann Reg Sci 40(1):19–42CrossRefGoogle Scholar
  3. Antras P, Yeaple SR (2014) Multinational firms and the structure of international trade. In: Helpman E, Rogoff K, Gopinath G (eds) Handbook of international economics 4. Elsevier, Amsterdam, pp 55–130Google Scholar
  4. Arbia G, Espa G, Giuliani D, Mazzitelli A (2010) Detecting the existence of space-time clustering of firms. Reg Sci Urban Econ 40(5):311–323CrossRefGoogle Scholar
  5. Atalay E, Hortacsu A, Syverson C (2014) Vertical integration and input flows. Am Econ Rev 104(4):1120–1148CrossRefGoogle Scholar
  6. Bade F-J, Laaser C-F, Soltwedel R (2004) Urban specialization in the internet age: empirical findings for Germany. Kiel working paper 1215, Kiel Institute for World EconomicsGoogle Scholar
  7. Baldwin RE (2006) Globalisation: the great unbundling(s). Paper prepared for Finnish Prime Minister’s Office for EU Presidency. www.hei.unige.ch/baldwin/
  8. Baumgarten D, Geishecker I, Görg H (2013) Offshoring, tasks, and the skill-wage pattern. Eur Econ Rev 61:132–152CrossRefGoogle Scholar
  9. Bickenbach F, Bode E (2013) New economic geography and reunified Germany at twenty: a fruitful match? Spat Econ Anal 8(2):120–153CrossRefGoogle Scholar
  10. Bode E (2004) The spatial pattern of localized R&D spillovers: an empirical investigation for Germany. J Econ Geogr 4(1):43–64CrossRefGoogle Scholar
  11. Carlino G, Kerr WR (2015) Agglomeration and innovation. In: Duranton G, Henderson JV, Strange WC (eds) Handbook of regional and urban economics 5. North Holland, Amsterdam. http://real.wharton.upenn.edu/~duranton/Duranton_Papers/Handbook/Agglomeration_and_innovation.pdf
  12. Combes P-P, Gobillon L (2015) The empirics of agglomeration economies. In Duranton G, Henderson JV, Strange WC (eds) Handbook of regional and urban economics 5. North Holland, Amsterdam. http://real.wharton.upenn.edu/~duranton/Duranton_Papers/Handbook/The_empirics_of_agglomeration_economics.pdf
  13. Combes P-P, Lafourcade M (2005) Transport costs: measures, determinants, and regional policy implications for France. J Econ Geogr 5(3):319–349CrossRefGoogle Scholar
  14. Daudin G, Rifflart C, Schweisguth D (2011) Who produces for whom in the world economy? Can J Econ 44(4):1403–1437CrossRefGoogle Scholar
  15. Davis JC, Henderson JV (2008) The agglomeration of headquarters. Reg Sci Urban Econ 38(5):445–460CrossRefGoogle Scholar
  16. Desmet K, Henderson JV (2015) The geography of development within countries. In: Duranton G, Henderson JV, Strange WC (eds) Handbook of regional and urban economics 5. North Holland, Amsterdam. http://real.wharton.upenn.edu/~duranton/Duranton_Papers/Handbook/The_geography_of_development_within_countries.pdf
  17. Duranton G, Overman HG (2005) Testing for localisation using micro-geographic data. Rev Econ Stud 72(4):1077–1106CrossRefGoogle Scholar
  18. Duranton G, Overman HG (2008) Exploring the detailed location patterns of UK manufacturing industries using microgeographic data. J Reg Sci 48(1):213–243CrossRefGoogle Scholar
  19. Duranton G, Puga D (2005) From sectoral to functional urban specialisation. J Urban Econ 57(2):343–370CrossRefGoogle Scholar
  20. Ellison G, Glaeser EL, Kerr WR (2010) What causes industry agglomeration? Evidence from coagglomeration patterns. Am Econ Rev 100(3):1195–1213CrossRefGoogle Scholar
  21. Fally T (2012) Production staging: measurement and facts. Mimeo, University of Colorado-Boulder. http://are.berkeley.edu/~fally/Papers/Fragmentation_US_Aug_2012.pdf
  22. Feenstra RC, Hanson GH (1996) Globalization, outsourcing and wage inequality. Am Econ Rev 86(2):240–245Google Scholar
  23. Fort T (2013) Breaking up is hard to do: why firms fragment production across locations. Mimeo, Tuck School of Business at Dartmouth. http://faculty.tuck.dartmouth.edu/images/uploads/faculty/teresa-fort/FORT_Fragmentation.pdf
  24. Gabe TM, Abel JR (2013) Shared knowledge and the coagglomeration of occupations. Staff Report 612. Federal Reserve Bank of New York, New YorkGoogle Scholar
  25. Geishecker I (2006) Does outsourcing to central and eastern Europe really threaten manual workers’ jobs in Germany? World Econ 29(5):559–583CrossRefGoogle Scholar
  26. Görlich D, Bode E, Schwörer T (2014) Ursachen der deutschen Exportstärke: Zur Bedeutung von Vorleistungsimporten und nicht-preislicher Wettbewerbsfähigkeit. Monatsbericht des BMF, Oktober, German Ministry of Finance, Berlin, pp 19–27. http://www.bundesfinanzministerium.de/Content/DE/Monatsberichte/2014/10/Downloads/monatsbericht_2014_10_deutsch.pdf?__blob=publicationFile&v=3
  27. Helpman E (2006) Trade, FDI, and the organization of firms. J Econ Lit 44(3):589–630CrossRefGoogle Scholar
  28. Henderson JV, Ono Y (2008) Where do manufacturing firms locate their headquarters? J Urban Econ 63(2):431–450CrossRefGoogle Scholar
  29. Holloway SR, Wheeler JO (1991) Corporate headquarters relocation and changes in metropolitan corporate dominance, 1980–1987. Econ Geogr 67(1):54–74CrossRefGoogle Scholar
  30. Hummels D, Rapoport D, Yi K-M (1998) Vertical specialization and the changing nature of world trade. Econ Policy Rev 4(2):79–99Google Scholar
  31. Hummels D, Ishii J, Yi K-M (2001) The nature and growth of vertical specialization in world trade. J Int Econ 54(1):75–96Google Scholar
  32. Jaffe AB, Trajtenberg M, Henderson R (1993) Geographic localization of knowledge spillovers as evidenced by patent citations. Q J Econ 108(3):577–598CrossRefGoogle Scholar
  33. Jofre-Monseny J, Marín-López R, Viladecans-Marsal E (2011) The mechanisms of agglomeration: evidence from the effect of inter-industry relations on the location of new firms. J Urban Econ 70(2–3):61–74CrossRefGoogle Scholar
  34. Klier T, McMillen DP (2008) Evolving agglomeration in the US auto supplier industry. J Reg Sci 48(1):245–267Google Scholar
  35. Kolko J (2010) Urbanization, agglomeration, and coagglomeration of service industries. In: Glaeser EL (ed) The economics of agglomeration. National Bureau of Economic Research, Cambridge, pp 151–180CrossRefGoogle Scholar
  36. Lovely ME, Rosenthal SS, Sharma S (2005) Information, agglomeration, and the head-quarters of US exporters. Reg Sci Urban Econ 35(2):167–191CrossRefGoogle Scholar
  37. Marcon E, Puech F (2010) Measures of the geographic concentration of industries: improving distance-based methods. J Econ Geogr 10(5):745–762CrossRefGoogle Scholar
  38. Marin D (2010) The opening up of Eastern Europe at 20: jobs, skills, and ‘Reverse Maquiladoras’ in Austria and Germany. Munich Discussion Paper 2010–14, MunichGoogle Scholar
  39. Mayer T, Mejean I, Nefussi B (2010) The location of domestic and foreign production affiliates by French multinational firms. J Urban Econ 68(2):115–128CrossRefGoogle Scholar
  40. Mills JA, Zandvakili S (1997) Statistical inference via bootstrapping for measures of inequality. J Appl Econ 12(2):133–150CrossRefGoogle Scholar
  41. Nadvi K, Halder G (2005) Local clusters in global value chains: exploring dynamic linkages between Germany and Pakistan. Entrep Reg Dev 17(5):339–363CrossRefGoogle Scholar
  42. Ota M, Fujita M (1993) Communication technologies and spatial organization of multi-unit firms in metropolitan areas. Reg Sci Urban Econ 23(6):695–729CrossRefGoogle Scholar
  43. Rosenthal SS, Strange WC (2001) The determinants of agglomeration. J Urban Econ 50(2):191–229CrossRefGoogle Scholar
  44. Rossi-Hansberg E, Sarte P-D, Owens R III (2009) Firm fragmentation and urban patterns. Int Econ Rev 50(1):143–186CrossRefGoogle Scholar
  45. Schott PK (2004) Across-product versus within-product specialization in international trade. Q J Econ 119(2):647–678CrossRefGoogle Scholar
  46. Schwörer T (2013) Offshoring, domestic outsourcing and productivity: evidence for a number of European countries. Rev World Econ 149(1):131–149CrossRefGoogle Scholar
  47. Silverman BW (1986) Density estimation for statistics and data analysis. Chapman and Hall, New YorkCrossRefGoogle Scholar
  48. Strauss-Kahn V, Vives X (2009) Why and where do headquarters move? Reg Sci Urban Econ 39(2):168–186CrossRefGoogle Scholar
  49. Thomas-Agnon C, Bonneu F (2014) Measuring and testing spatial mass concentration with micro-geographic data. Working Paper 474, Toulouse School of Economics, ToulouseGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2014

Authors and Affiliations

  • Franz-Josef Bade
    • 1
  • Eckhardt Bode
    • 2
  • Eleonora Cutrini
    • 3
  1. 1.Department of Economics, Faculty of Spatial PlanningUniversity of DortmundDortmundGermany
  2. 2.Kiel Institute for the World EconomyKielGermany
  3. 3.Department of LawUniversity of MacerataMacerataItaly

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