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The Internal Spatial Organization of Firms: Evidence from Denmark

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  • Acosta, Camilo
  • Lyngemark, Ditte Håkonsson

Abstract

While multi-establishment firms are an important part of the economy, little is known about their spatial organization. In this article, we study how the location and the occupational composition of establishments within firms has changed during the last 36 years. Using Danish administrative employer-employee data, we present a series of stylized facts regarding the spatial internal organization of firms. We show that the average number of establishments at the firm level increased by 36% during this period. Moreover, the average distance of the establishments and workers to their headquarters has increased by more than 200%. These changes are mainly driven by increases in the average distance of production workers and business service workers, and a higher use of the latter. Finally, we show that the ratio of managers to production and clerical workers within firms has increased, in particular in establishments located in the largest urban municipalities. After presenting the facts, we briefly discuss some of the mechanisms that could be behind these changes.

Suggested Citation

  • Acosta, Camilo & Lyngemark, Ditte Håkonsson, 2019. "The Internal Spatial Organization of Firms: Evidence from Denmark," MPRA Paper 95283, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:95283
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    1. Emek Basker (ed.), 2016. "Handbook on the Economics of Retailing and Distribution," Books, Edward Elgar Publishing, number 15905.
    2. Nicholas Bloom & Luis Garicano & Raffaella Sadun & John Van Reenen, 2014. "The Distinct Effects of Information Technology and Communication Technology on Firm Organization," Management Science, INFORMS, vol. 60(12), pages 2859-2885, December.
    3. Juan Carlos Suárez Serrato & Owen Zidar, 2016. "Who Benefits from State Corporate Tax Cuts? A Local Labor Markets Approach with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 106(9), pages 2582-2624, September.
    4. Anna Gumpert & Henrike Steimer & Manfred Antoni, 2023. "Firm Organization with Multiple Establishments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(2), pages 1091-1138.
    5. Holl, Adelheid, 2008. "Production subcontracting and location," Regional Science and Urban Economics, Elsevier, vol. 38(3), pages 299-309, May.
    6. James R. Markusen, 2004. "Multinational Firms and the Theory of International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262633078, April.
    7. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 247-348, Elsevier.
    8. Nathaniel Baum-Snow & Ronni Pavan, 2013. "Inequality and City Size," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1535-1548, December.
    9. Behrens, Kristian & Guillain, Rachel, 2017. "The determinants of coagglomeration: Evidence from functional employment patterns," CEPR Discussion Papers 11884, C.E.P.R. Discussion Papers.
    10. Arturs Kalnins & Francine Lafontaine, 2013. "Too Far Away? The Effect of Distance to Headquarters on Business Establishment Performance," American Economic Journal: Microeconomics, American Economic Association, vol. 5(3), pages 157-179, August.
    11. Augustin Landier & Vinay B. Nair & Julie Wulf, 2009. "Trade-offs in Staying Close: Corporate Decision Making and Geographic Dispersion," The Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1119-1148.
    12. Cecile Gaubert, 2018. "Firm Sorting and Agglomeration," NBER Working Papers 24478, National Bureau of Economic Research, Inc.
    13. 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.
    14. Gary S. Becker & Kevin M. Murphy, 1994. "The Division of Labor, Coordination Costs, and Knowledge," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 299-322, National Bureau of Economic Research, Inc.
    15. Enghin Atalay & Ali Horta?su & Chad Syverson, 2014. "Vertical Integration and Input Flows," American Economic Review, American Economic Association, vol. 104(4), pages 1120-1148, April.
    16. Fabian Eckert, 2019. "Growing Apart: Tradable Services and the Fragmentation of the U.S. Economy," 2019 Meeting Papers 307, Society for Economic Dynamics.
    17. Ezra Oberfield & Esteban Rossi-Hansberg & Pierre-Daniel Sarte & Nicholas Trachter, 2024. "Plants in Space," Journal of Political Economy, University of Chicago Press, vol. 132(3), pages 867-909.
      • Ezra Oberfield & Esteban Rossi-Hansberg & Nicholas Trachter & Pierre-Daniel Sarte, 2019. "Plants in Space," 2019 Meeting Papers 1507, Society for Economic Dynamics.
      • Rossi-Hansberg, Esteban & Oberfield, Ezra & Sarte, Pierre-Daniel & Trachter, Nicholas, 2020. "Plants in Space," CEPR Discussion Papers 14823, C.E.P.R. Discussion Papers.
      • Ezra Oberfield & Esteban Rossi-Hansberg & Pierre-Daniel Sarte & Nicholas Trachter, 2020. "Plants in Space," NBER Working Papers 27303, National Bureau of Economic Research, Inc.
      • Ezra Oberfield & Esteban Rossi-Hansberg & Pierre-Daniel G. Sarte & Nicholas Trachter, 2020. "Plants in Space," Working Paper 20-05, Federal Reserve Bank of Richmond.
    18. Giulia Faggio & Olmo Silva & William C. Strange, 2017. "Heterogeneous Agglomeration," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 80-94, March.
    19. Deborah Goldschmidt & Johannes F. Schmieder, 2017. "The Rise of Domestic Outsourcing and the Evolution of the German Wage Structure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1165-1217.
    20. Michael Greenstone & Richard Hornbeck & Enrico Moretti, 2010. "Identifying Agglomeration Spillovers: Evidence from Winners and Losers of Large Plant Openings," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 536-598, June.
    21. Helsley, Robert W. & Strange, William C., 2007. "Agglomeration, opportunism, and the organization of production," Journal of Urban Economics, Elsevier, vol. 62(1), pages 55-75, July.
    22. Gokan, Toshitaka & Kichko, Sergey & Thisse, Jacques-François, 2019. "How do trade and communication costs shape the spatial organization of firms?," Journal of Urban Economics, Elsevier, vol. 113(C).
    23. Pol Antràs & Luis Garicano & Esteban Rossi-Hansberg, 2006. "Offshoring in a Knowledge Economy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(1), pages 31-77.
    24. Lorenzo Caliendo & Ferdinando Monte & Esteban Rossi-Hansberg, 2015. "The Anatomy of French Production Hierarchies," Journal of Political Economy, University of Chicago Press, vol. 123(4), pages 809-852.
    25. David Hummels & Rasmus J?rgensen & Jakob Munch & Chong Xiang, 2014. "The Wage Effects of Offshoring: Evidence from Danish Matched Worker-Firm Data," American Economic Review, American Economic Association, vol. 104(6), pages 1597-1629, June.
    26. Duranton, Gilles & Puga, Diego, 2005. "From sectoral to functional urban specialisation," Journal of Urban Economics, Elsevier, vol. 57(2), pages 343-370, March.
    27. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1279-1333.
    28. Kristin Aarland & James C. Davis & J. Vernon Henderson & Yukako Ono, 2007. "Spatial organization of firms: the decision to split production and administration," RAND Journal of Economics, RAND Corporation, vol. 38(2), pages 480-494, June.
    29. Henderson, J. Vernon & Ono, Yukako, 2008. "Where do manufacturing firms locate their headquarters?," Journal of Urban Economics, Elsevier, vol. 63(2), pages 431-450, March.
    30. 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.
    31. Alfred D. Chandler, 1969. "Strategy and Structure: Chapters in the History of the American Industrial Enterprise," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262530090, April.
    32. Esteban Rossi-Hansberg & Pierre-Daniel Sarte & Raymond Owens iii, 2009. "Firm Fragmentation And Urban Patterns," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(1), pages 143-186, February.
    33. Fabian Eckert & Sharat Ganapati & Conor Walsh, 2020. "Urban-Biased Growth: A Macroeconomic Analysis," CESifo Working Paper Series 8705, CESifo.
    34. Pauline Charnoz & Claire Lelarge & Corentin Trevien, 2018. "Communication Costs and the Internal Organisation of Multi†plant Businesses: Evidence from the Impact of the French High†speed Rail," Economic Journal, Royal Economic Society, vol. 128(610), pages 949-994, May.
    35. Robert E. Lucas Jr., 1978. "On the Size Distribution of Business Firms," Bell Journal of Economics, The RAND Corporation, vol. 9(2), pages 508-523, Autumn.
    36. Lelarge, Claire & Charnoz, Pauline & Trevien, Corentin, 2018. "Communication Costs and the Internal Organization of Multi-Plant Businesses: Evidence from the Impact of the French High-Speed," CEPR Discussion Papers 12585, C.E.P.R. Discussion Papers.
    37. Strauss-Kahn, Vanessa & Vives, Xavier, 2009. "Why and where do headquarters move?," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 168-186, March.
    38. Christian M. Dahl & Daniel le Maire & Jakob R. Munch, 2013. "Wage Dispersion and Decentralization of Wage Bargaining," Journal of Labor Economics, University of Chicago Press, vol. 31(3), pages 501-533.
    39. Cecile Gaubert, 2018. "Firm Sorting and Agglomeration," American Economic Review, American Economic Association, vol. 108(11), pages 3117-3153, November.
    40. Luis Garicano, 2000. "Hierarchies and the Organization of Knowledge in Production," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 874-904, October.
    41. Ota, Mitsuru & Fujita, Masahisa, 1993. "Communication technologies and spatial organization of multi-unit firms in metropolitan areas," Regional Science and Urban Economics, Elsevier, vol. 23(6), pages 695-729, December.
    42. Isabel Mota & António Brandão, 2013. "The determinants of location choice: Single plants versus multi-plants," Papers in Regional Science, Wiley Blackwell, vol. 92(1), pages 31-49, March.
    43. Davis, Donald R. & Dingel, Jonathan I., 2020. "The comparative advantage of cities," Journal of International Economics, Elsevier, vol. 123(C).
    44. Davis, James C. & Henderson, J. Vernon, 2008. "The agglomeration of headquarters," Regional Science and Urban Economics, Elsevier, vol. 38(5), pages 445-460, September.
    45. Ahlfeldt, Gabriel Peter Gabriel Martins & Albers, Thilo Nils Hendrix & Behrens, Kristian, 2020. "Prime locations," Economic History Working Papers 108470, London School of Economics and Political Science, Department of Economic History.
    46. Victor Couture & Jessie Handbury, 2017. "Urban Revival in America, 2000 to 2010," NBER Working Papers 24084, National Bureau of Economic Research, Inc.
    47. Stephan Huber & Christoph Rust, 2016. "Calculate travel time and distance with OpenStreetMap data using the Open Source Routing Machine (OSRM)," Stata Journal, StataCorp LP, vol. 16(2), pages 416-423, June.
    48. Victor Aguirregabiria & Junichi Suzuki, 2015. "Empirical Games of Market Entry and Spatial Competition in Retail Industries," Working Papers tecipa-534, University of Toronto, Department of Economics.
    49. Philippe Aghion & Richard Holden, 2011. "Incomplete Contracts and the Theory of the Firm: What Have We Learned over the Past 25 Years?," Journal of Economic Perspectives, American Economic Association, vol. 25(2), pages 181-197, Spring.
    50. Juan Alcácer & Mercedes Delgado, 2016. "Spatial Organization of Firms and Location Choices Through the Value Chain," Management Science, INFORMS, vol. 62(11), pages 3213-3234, November.
    51. Antrà s, Pol & Yeaple, Stephen R., 2014. "Multinational Firms and the Structure of International Trade," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 55-130, Elsevier.
    52. Gaubert, Cécile, 2018. "Firm Sorting and Agglomeration," CEPR Discussion Papers 12835, C.E.P.R. Discussion Papers.
    53. Liao, Wen-Chi, 2012. "Inshoring: The geographic fragmentation of production and inequality," Journal of Urban Economics, Elsevier, vol. 72(1), pages 1-16.
    54. Gilles Duranton & J. V. Henderson & William C. Strange (ed.), 2015. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 5, number 5.
    55. repec:eee:juecon:v:62:y:2007:i:1:p:1-(null is not listed on IDEAS
    56. Grigorios Spanos, 2019. "Firm organization and productivity across locations," Post-Print hal-02271020, HAL.
    57. Fabian Eckert & Conor Walsh & Mads Hejlesen, 2018. "The Return to Big City Experience: Evidence from Danish Refugees," 2018 Meeting Papers 1214, Society for Economic Dynamics.
    58. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    59. Gopinath, G. & Helpman, . & Rogoff, K. (ed.), 2014. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 4, number 4.
    60. Thomas J. Holmes, 2011. "The Diffusion of Wal‐Mart and Economies of Density," Econometrica, Econometric Society, vol. 79(1), pages 253-302, January.
    61. Spanos, Grigorios, 2019. "Firm organization and productivity across locations," Journal of Urban Economics, Elsevier, vol. 112(C), pages 152-168.
    62. repec:hrv:faseco:4784031 is not listed on IDEAS
    63. David Collis & David Young & Michael Goold, 2007. "The size, structure, and performance of corporate headquarters," Strategic Management Journal, Wiley Blackwell, vol. 28(4), pages 383-405, April.
    64. Bram Timmermans, 2010. "The Danish Integrated Database for Labor Market Research: Towards Demystification for the English Speaking Audience," DRUID Working Papers 10-16, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    65. Luis Garicano & Esteban Rossi-Hansberg, 2006. "Organization and Inequality in a Knowledge Economy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1383-1435.
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    Cited by:

    1. Gokan, Toshitaka & Kichko, Sergey & Thisse, Jacques-François, 2019. "How do trade and communication costs shape the spatial organization of firms?," Journal of Urban Economics, Elsevier, vol. 113(C).
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    3. Yu Wang & Bindong Sun & Sixu Wu & Wan Li & Tinglin Zhang, 2021. "Can the internet reshape the national city size distribution? Cross‐country evidence," Papers in Regional Science, Wiley Blackwell, vol. 100(5), pages 1254-1272, October.

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    More about this item

    Keywords

    Spatial organization; agglomeration; multi-establishment firms; occupational composition;
    All these keywords.

    JEL classification:

    • J20 - Labor and Demographic Economics - - Demand and Supply of Labor - - - General
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure
    • L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production
    • R00 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General - - - General
    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General

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