The Internal Spatial Organization of Firms: Evidence from Denmark

Acosta, Camilo and Lyngemark, Ditte Håkonsson (2019): The Internal Spatial Organization of Firms: Evidence from Denmark.

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.

• Item Type: MPRA Paper
• Language: English
• Keywords: Spatial organization, agglomeration, multi-establishment firms, occupational composition
• Subjects: J - Labor and Demographic Economics > J2 - Demand and Supply of Labor > J20 - General; L - Industrial Organization > L2 - Firm Objectives, Organization, and Behavior > L22 - Firm Organization and Market Structure; L - Industrial Organization > L2 - Firm Objectives, Organization, and Behavior > L23 - Organization of Production; R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R0 - General > R00 - General; R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R3 - Real Estate Markets, Spatial Production Analysis, and Firm Location > R30 - General

References

Aarland, K., Davis, J., Henderson, J. V., and Ono, Y. (2007). Spatial organization of firms: the decision to split production and administration. RAND Journal of Economics, 38(2):480-494.

Aguirregabiria, V. and Suzuki, J. (2016). Empirical Games of Market Entry and Spatial Competition in Retail Industries. In Basker, E., editor, Handbook of the Economics of Retailing and Distribution, volume 1, chapter 9, pages 201-232. Edward Elgar.

Alcàcer, J. and Delgado, M. (2016). Spatial organization of firms and location choices through the value chain. Management Science, 62(11):3213-3234.

Antràs, P. and Yeaple, S. R. (2014). Multinational firms and the structure of international trade. In Gopinath, G., Helpman, E., and Rogoff, K., editors, Handbook of International Economics, volume 4, chapter 2, pages 55{130. Elsevier.

Atalay, E., Hortacsu, A., and Syverson, C. (2014). Vertical integration and input flows. American Economic Review, 104(4):1120-48.

Autor, D. H., Levy, F., and Murnane, R. J. (2003). The skill content of recent technological change: An empirical exploration. The Quarterly journal of economics, 118(4):1279-1333.

Bartelme, D. and Ziv, O. (2017). The Internal Geography of Firms. Work in Progress.

Baum-Snow, N. and Pavan, R. (2013). Inequality and City Size. The Review of Economics and Statistics, 95(5):1535-1548.

Becker, G. S. and Murphy, K. M. (1992). The division of labor, coordination costs, and knowledge. The Quarterly Journal of Economics, 107(4):1137-1160.

Behrens, K. and Guillain, R. (2017). The determinants of coagglomeration: Evidence from functional employment patterns. CEPR Discussion Papers 11884, CEPR.

Bernard, A. B., Smeets, V., and Warzynski, F. (2017). Rethinking Deindustrialization. Economic Policy, 32(89):5-38.

Bloom, N., Garicano, L., Sadun, R., and Reenen, J. V. (2014). The Distinct Effects of Information Technology and Communication Technology on Firm Organization. Management Science, 60(12):2859-2885.

Brynjolfsson, E. and Hitt, L. M. (2000). Beyond computation: Information technology, organizational transformation and business performance. Journal of Economic Perspectives, 14(4):23-48.

Cestone, G., Fumagalli, C., Kramarz, F., and Pica, G. (2018). Insurance Between Firms: The Role of Internal Labor Markets. Work in Progress.

Charnoz, P., Lelarge, C., and Trevien, C. (2018). Communication Costs and the Internal Organisation of Multi-plant Businesses: Evidence from the Impact of the French High-speed Rail. The Economic Journal, 128(610):949-994.

Combes, P.-P. and Gobillon, L. (2015). The Empirics of Agglomeration Economies. In Duranton, G., Henderson, J., and Strange, W., editors, Handbook of Regional and Urban Economics, volume 5, chapter 5, pages 247-348. Elsevier.

Couture, V. and Handbury, J. (2017). Urban revival in America, 2000 to 2010. Technical report, National Bureau of Economic Research.

Davis, D. R. and Dingel, J. I. (2014). The Comparative Advantage of Cities. NBER Working Papers 20602, National Bureau of Economic Research, Inc.

Davis, J. C. and Henderson, J. V. (2008). The agglomeration of Headquarters. Regional Science and Urban Economics, 38(5):445-460.

Duranton, G. and Puga, D. (2005). From sectoral to functional urban specialisation. Journal of Urban Economics, 57(2):343-370.

Eckert, F., Hejlesen, M., and Walsh, C. (2019). The Return to Big City Experience: Evidence from Danish Refugees.

Faggio, G., Silva, O., and Strange, W. C. (2017). Heterogeneous agglomeration. Review of Economics and Statistics, 99(1):80-94.

Garicano, L. (2000). Hierarchies and the Organization of Knowledge in Production. Journal of Political Economy, 108(5):874-904.

Gaubert, C. (2018). Firm sorting and agglomeration. American Economic Review, 108(11):3117-53.

Gokan, T., Kichko, S., and Thisse, J.-F. (2018). How do trade and communication costs shape the spatial organization of firms? Technical report, National Research University Higher School of Economics.

Goldschmidt, D. and Schmieder, J. F. (2017). The rise of domestic outsourcing and the evolution of the German wage structure. The Quarterly Journal of Economics, 132(3):1165-1217.

Greenstone, M., Hornbeck, R., and Moretti, E. (2010). Identifying agglomeration spillovers: Evidence from winners and losers of large plant openings. Journal of Political Economy, 118(3):536-598.

Hansen, H. K. and Winther, L. (2012). The Urban Turn: Cities, Talent and Knowledge in Denmark. Aarhus University Press.

Helsley, R. W. and Strange, W. C. (2007). Agglomeration, opportunism, and the organization of production. Journal of Urban Economics, 62(1):55-75.

Henderson, J. V. and Ono, Y. (2008). Where do manufacturing firms locate their headquarters? Journal of Urban Economics, 63(2):431-450.

Henten, A. and Falch, M. (2011). Broadband Development in Denmark. Paper presented at the European Regional ITS Conference, Budapest, Hungary.

Holl, A. (2008). Production subcontracting and location. Regional Science and Urban Economics, 38(3):299-309.

Holmes, T. J. (2011). The diffusion of Wal-Mart and economies of density. Econometrica, 79(1):253-302.

Huber, S. and Rust, C. (2016). Calculate travel time and distance with OpenStreetMap data using the Open Source Routing Machine (OSRM). The Stata Journal, 16(2):416-423.

Liao, W.-C. (2012). Inshoring: The geographic fragmentation of production and inequality. Journal of Urban Economics, 72(1):1-16.

Malchow-Møller, N., Munch, J. R., and Skaksen, J. R. (2017). Do Foreign Experts Increase the Productivity of Domestic Firms? The Scandinavian Journal of Economics.

Markusen, J. (2002). Multinational Firms and the Theory of International Trade, volume 1. The MIT Press, First edition.

Marshall, A. (1890). Principles of economics. Macmillan London.

Mota, I. and Brandao, A. (2013). The determinants of location choice: Single plants versus multi-plants. Papers in Regional Science, 92(1):31-49.

Nielsen, B. (2005). Udviklingen i pendlingen siden år 2000. Arbejdsnotat, Skov-og Naturstyrelsen.

Ota, M. and Fujita, M. (1993). Communication technologies and spatial organization of multiunit firms in metropolitan areas. Regional Science and Urban Economics, 23(6):695-729.

Rossi-Hansberg, E., Sarte, P.-D., and Owens III., R. (2009). Firm fragmentation and urban patterns. International Economic Review, 50(1):143-186.

Santamaria, C. (2017). Small Teams in Big Cities: Inequality, City Size, and the Organization of Production. Work in Progress.

Statistics Denmark (1991). IDA - An integrated data base for labour market research. Technical report, Statistics Denmark.

Storper, M. and Venables, A. J. (2004). Buzz: Face-to-Face contact and the urban economy. Journal of Economic Geography, 4(4):351-370.

Strauss-Kahn, V. and Vives, X. (2009). Why and where do headquarters move? Regional Science and Urban Economics, 39(2):168-186.

Suárez Serrato, J. C. and Zidar, O. (2016). Who Benefits from State Corporate Tax Cuts? A Local Labor Markets Approach with Heterogeneous Firms. American Economic Review, 106(9):2582-2624.