IDEAS home Printed from https://ideas.repec.org/a/spr/anresc/v52y2014i3p659-696.html
   My bibliography  Save this article

How important is geographical agglomeration to factory efficiency in Japan’s manufacturing sector?

Author

Listed:
  • Kyoji Fukao
  • Victoria Kravtsova
  • Kentaro Nakajima

Abstract

In this paper, the productivity spillovers from efficient factories have been investigated using factory-level data of Japan’s Census of Manufactures. The following three steps have been performed by estimating: first, efficiency of each factory using a nonparametric data envelopment analysis model for each industry, second, geographical distances to the most efficient factory in the prefecture and Japan overall are third, determinants of factories’ performance. Results suggest that clustering occurs in each industry and efficient factories concentrate in certain regions. The share of efficient firms in total firms is particularly high in the Chubu and Tohoku regions. For many industries closeness to the most efficient factories plays a statistically significant positive role in the efficiency of manufacturing factories in Japan. However, this is not the case in high-tech industries. Copyright Springer-Verlag Berlin Heidelberg 2014

Suggested Citation

  • Kyoji Fukao & Victoria Kravtsova & Kentaro Nakajima, 2014. "How important is geographical agglomeration to factory efficiency in Japan’s manufacturing sector?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(3), pages 659-696, May.
  • Handle: RePEc:spr:anresc:v:52:y:2014:i:3:p:659-696
    DOI: 10.1007/s00168-014-0601-9
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s00168-014-0601-9
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s00168-014-0601-9?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Bee Yan Aw & Mark J. Roberts & Daniel Yi Xu, 2011. "R&D Investment, Exporting, and Productivity Dynamics," American Economic Review, American Economic Association, vol. 101(4), pages 1312-1344, June.
    3. Miwa, Yoshiro & Ramseyer, J. Mark, 2006. "The Fable of the Keiretsu," University of Chicago Press Economics Books, University of Chicago Press, number 9780226532707, April.
    4. Nagaoka, Sadao, 2005. "Determinants of high-royalty contracts and the impact of stronger protection of intellectual property rights in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 19(2), pages 233-254, June.
    5. Paul Krugman & Anthony J. Venables, 1995. "Globalization and the Inequality of Nations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 857-880.
    6. Drucker, Joshua & Feser, Edward, 2012. "Regional industrial structure and agglomeration economies: An analysis of productivity in three manufacturing industries," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 1-14.
    7. Fumio Hayashi & Edward C. Prescott, 2004. "The 1990s in Japan: a lost decade," Chapters, in: Paolo Onofri (ed.), The Economics of an Ageing Population, chapter 2, Edward Elgar Publishing.
    8. James Lesage & Manfred Fischer, 2008. "Spatial Growth Regressions: Model Specification, Estimation and Interpretation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(3), pages 275-304.
    9. Krugman, Paul, 1980. "Scale Economies, Product Differentiation, and the Pattern of Trade," American Economic Review, American Economic Association, vol. 70(5), pages 950-959, December.
    10. 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.
    11. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    12. Feser, Edward J., 2001. "A flexible test for agglomeration economies in two US manufacturing industries," Regional Science and Urban Economics, Elsevier, vol. 31(1), pages 1-19, February.
    13. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2004. "Export Versus FDI with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 94(1), pages 300-316, March.
    14. Rosenthal, Stuart S. & Strange, William C., 2001. "The Determinants of Agglomeration," Journal of Urban Economics, Elsevier, vol. 50(2), pages 191-229, September.
    15. Andrew B. Bernard & J. Bradford Jensen, 2004. "Entry, Expansion, and Intensity in the US Export Boom, 1987–1992," Review of International Economics, Wiley Blackwell, vol. 12(4), pages 662-675, September.
    16. Dixit, Avinash K, 1989. "Entry and Exit Decisions under Uncertainty," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 620-638, June.
    17. Kyoji Fukao & Hyeog Ug Kwon, 2006. "Why Did Japan'S Tfp Growth Slow Down In The Lost Decade? An Empirical Analysis Based On Firm‐Level Data Of Manufacturing Firms," The Japanese Economic Review, Japanese Economic Association, vol. 57(2), pages 195-228, June.
    18. Richard Harris & John Moffat & Victoria Kravtsova, 2011. "In Search of ‘ W ’," Spatial Economic Analysis, Taylor & Francis Journals, vol. 6(3), pages 249-270, February.
    19. Sjoholm, Fredrik, 1999. "Productivity Growth in Indonesia: The Role of Regional Characteristics and Direct Foreign Investment," Economic Development and Cultural Change, University of Chicago Press, vol. 47(3), pages 559-584, April.
    20. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Productivity Spillovers from Competition between Local Firms and Foreign Affiliates," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 12, pages 187-202, Palgrave Macmillan.
    21. Fare, Rolf & Grosskopf, Shawna & Kokkelenberg, Edward C, 1989. "Measuring Plant Capacity, Utilization and Technical Change: A Nonparametric Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 30(3), pages 655-666, August.
    22. H. Hanson, Gordon, 2005. "Market potential, increasing returns and geographic concentration," Journal of International Economics, Elsevier, vol. 67(1), pages 1-24, September.
    23. Soete, Luc & Verspagen, Bart & ter Weel, Bas, 2010. "Systems of Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1159-1180, Elsevier.
    24. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    25. Meric S. Gertler, 2003. "Tacit knowledge and the economic geography of context, or The undefinable tacitness of being (there)," Journal of Economic Geography, Oxford University Press, vol. 3(1), pages 75-99, January.
    26. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," 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 48, pages 2063-2117, Elsevier.
    27. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    28. Richard Baldwin & Paul Krugman, 1989. "Persistent Trade Effects of Large Exchange Rate Shocks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(4), pages 635-654.
    29. Smarzynska Javorcik, Beata, 2004. "The composition of foreign direct investment and protection of intellectual property rights: Evidence from transition economies," European Economic Review, Elsevier, vol. 48(1), pages 39-62, February.
    30. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    31. Fujita,Masahisa & Thisse,Jacques-François, 2013. "Economics of Agglomeration," Cambridge Books, Cambridge University Press, number 9781107001411, September.
    32. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2007. "Comparative Advantage and Heterogeneous Firms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(1), pages 31-66.
    33. Andrew B. Bernard & J. Bradford Jensen & Peter K. Schott, 2009. "Importers, Exporters and Multinationals: A Portrait of Firms in the U.S. that Trade Goods," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 513-552, National Bureau of Economic Research, Inc.
    34. Wang, Jian-Ye & Blomstrom, Magnus, 1992. "Foreign investment and technology transfer : A simple model," European Economic Review, Elsevier, vol. 36(1), pages 137-155, January.
    35. Philip Cooke & Stephen Roper & Peter Wylie, 2003. ""The Golden Thread of Innovation' and Northern Ireland's Evolving Regional Innovation System," Regional Studies, Taylor & Francis Journals, vol. 37(4), pages 365-379.
    36. Ari Kokko & Mario Zejan & Ruben Tansini, 2001. "Trade regimes and spillover effects of FDI: Evidence from Uruguay," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 137(1), pages 124-149, March.
    37. Ari Kokko & Victoria Kravtsova, 2012. "Regional Characteristics And Effects Of Inward Fdi: The Case Of Ukraine," Organizations and Markets in Emerging Economies, Faculty of Economics, Vilnius University, vol. 3(2).
    38. Jan Fagerberg & Paolo Guerrieri & Bart Verspagen (ed.), 1999. "The Economic Challenge for Europe," Books, Edward Elgar Publishing, number 1821.
    39. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
    40. Junya Hamaaki & Masahiro Hori & Saeko Maeda & Keiko Murata, 2012. "Changes in the Japanese Employment System in the Two Lost Decades," ILR Review, Cornell University, ILR School, vol. 65(4), pages 810-846, October.
    41. Baldwin, Richard E. & Martin, Philippe, 2004. "Agglomeration and regional growth," 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 60, pages 2671-2711, Elsevier.
    42. Yeaple, Stephen Ross, 2005. "A simple model of firm heterogeneity, international trade, and wages," Journal of International Economics, Elsevier, vol. 65(1), pages 1-20, January.
    43. Victoria Kravtsova, 2008. "Foreign presence and efficiency in transition economies," Journal of Productivity Analysis, Springer, vol. 29(2), pages 91-102, April.
    44. Bee Yan Aw & Mark J. Roberts & Tor Winston, 2007. "Export Market Participation, Investments in R&D and Worker Training, and the Evolution of Firm Productivity," The World Economy, Wiley Blackwell, vol. 30(1), pages 83-104, January.
    45. Eaton, Jonathan & Kortum, Samuel, 2001. "Technology, trade, and growth: A unified framework," European Economic Review, Elsevier, vol. 45(4-6), pages 742-755, May.
    46. Bee Yan Aw & Mark J. Roberts & Daniel Yi Xu, 2008. "R&D Investments, Exporting, and the Evolution of Firm Productivity," American Economic Review, American Economic Association, vol. 98(2), pages 451-456, May.
    47. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    48. Jan Fagerberg, 1999. "The Economic Challenge for Europe: Adapting to Innovation-Based Growth," Working Papers 2, Centre for Technology, Innovation and Culture, University of Oslo.
    49. Michael J. Orlando, 2004. "Measuring Spillovers from Industrial R&D: On the Importance of Geographic and Technological Proximity," RAND Journal of Economics, The RAND Corporation, vol. 35(4), pages 777-786, Winter.
    50. Lori Rosenkopf & Atul Nerkar, 2001. "Beyond local search: boundary‐spanning, exploration, and impact in the optical disk industry," Strategic Management Journal, Wiley Blackwell, vol. 22(4), pages 287-306, April.
    51. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    52. Timothy Brennan, 2008. "Conspiracy in Industry or Conspiracy in Academe? A Review of Yoshiro Miwa and J. Mark Ramseyer, The Fable of the Keiretsu: Urban Legends of the Japanese Economy," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 15(2), pages 265-279.
    53. repec:hhs:iuiwop:430 is not listed on IDEAS
    54. Oughton, Christine & Landabaso, Mikel & Morgan, Kevin, 2002. "The Regional Innovation Paradox: Innovation Policy and Industrial Policy," The Journal of Technology Transfer, Springer, vol. 27(1), pages 97-110, January.
    55. Akihiro Otsuka & Mika Goto & Toshiyuki Sueyoshi, 2010. "Industrial agglomeration effects in Japan: Productive efficiency, market access, and public fiscal transfer," Papers in Regional Science, Wiley Blackwell, vol. 89(4), pages 819-840, November.
    56. Fujita, Masahisa, 2007. "Towards the new economic geography in the brain power society," Regional Science and Urban Economics, Elsevier, vol. 37(4), pages 482-490, July.
    57. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    58. A Rebecca Reuber & Eileen Fischer, 1997. "The Influence of the Management Team’s International Experience on the Internationalization Behaviors of SMES," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 28(4), pages 807-825, December.
    59. Roberts, Mark J & Tybout, James R, 1997. "The Decision to Export in Colombia: An Empirical Model of Entry with Sunk Costs," American Economic Review, American Economic Association, vol. 87(4), pages 545-564, September.
    60. Liu, Hsiao-Lan & Fujita, Masahisa, 1991. "A Monopolistic Competition Model of Spatial Agglomeration with Variable Density," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 25(2), pages 81-99, July.
    61. repec:fth:bosecd:110 is not listed on IDEAS
    62. 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.
    63. J. V. Henderson & J. F. Thisse (ed.), 2004. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 4, number 4.
    64. Krugman, Paul & Venables, Anthony J, 1990. "Integration and the Competitiveness of Peripheral Industry," CEPR Discussion Papers 363, C.E.P.R. Discussion Papers.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wanke, Peter & Barros, Carlos Pestana, 2016. "Efficiency drivers in Brazilian insurance: A two-stage DEA meta frontier-data mining approach," Economic Modelling, Elsevier, vol. 53(C), pages 8-22.
    2. Jetpan Wetwitoo & Hironori Kato, 2017. "Inter-regional transportation and economic productivity: a case study of regional agglomeration economies in Japan," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(2), pages 321-344, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Richard Harris & John Moffat & Victoria Kravtsova, 2011. "In Search of ‘ W ’," Spatial Economic Analysis, Taylor & Francis Journals, vol. 6(3), pages 249-270, February.
    2. Richard Harris, 2011. "Models Of Regional Growth: Past, Present And Future," Journal of Economic Surveys, Wiley Blackwell, vol. 25(5), pages 913-951, December.
    3. Baldwin, Richard E. & Robert-Nicoud, Frederic, 2008. "Trade and growth with heterogeneous firms," Journal of International Economics, Elsevier, vol. 74(1), pages 21-34, January.
    4. Ari Kokko & Victoria Kravtsova, 2012. "Regional Characteristics And Effects Of Inward Fdi: The Case Of Ukraine," Organizations and Markets in Emerging Economies, Faculty of Economics, Vilnius University, vol. 3(2).
    5. José M. Gaspar, 2018. "A prospective review on New Economic Geography," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(2), pages 237-272, September.
    6. Melitz, Marc J. & Redding, Stephen J., 2014. "Heterogeneous Firms and Trade," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 1-54, Elsevier.
    7. Aida Caldera, 2010. "Innovation and exporting: evidence from Spanish manufacturing firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 146(4), pages 657-689, December.
    8. Harrison, Ann & Rodríguez-Clare, Andrés, 2010. "Trade, Foreign Investment, and Industrial Policy for Developing Countries," Handbook of Development Economics, in: Dani Rodrik & Mark Rosenzweig (ed.), Handbook of Development Economics, edition 1, volume 5, chapter 0, pages 4039-4214, Elsevier.
    9. Neil Foster-McGregor, 2012. "Innovation and Technology Transfer across Countries," wiiw Research Reports 380, The Vienna Institute for International Economic Studies, wiiw.
    10. Maria Florencia Granato, 2011. "REGIONAL NEW ECONOMIC GEOGRAPHY (refereed paper)," ERSA conference papers ersa10p747, European Regional Science Association.
    11. Breinlich, Holger & Ottaviano, Gianmarco I.P. & Temple, Jonathan R.W., 2014. "Regional Growth and Regional Decline," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 4, pages 683-779, Elsevier.
    12. repec:esx:essedp:729 is not listed on IDEAS
    13. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2018. "Global Firms," Journal of Economic Literature, American Economic Association, vol. 56(2), pages 565-619, June.
    14. Ehrl, Philipp, 2013. "Agglomeration economies with consistent productivity estimates," Regional Science and Urban Economics, Elsevier, vol. 43(5), pages 751-763.
    15. Impullitti, Giammario & Irarrazabal, Alfonso A. & Opromolla, Luca David, 2013. "A theory of entry into and exit from export markets," Journal of International Economics, Elsevier, vol. 90(1), pages 75-90.
    16. Alfaro, Laura & Chen, Maggie Xiaoyang, 2014. "The global agglomeration of multinational firms," Journal of International Economics, Elsevier, vol. 94(2), pages 263-276.
    17. Alessandria, George & Choi, Horag, 2014. "Establishment heterogeneity, exporter dynamics, and the effects of trade liberalization," Journal of International Economics, Elsevier, vol. 94(2), pages 207-223.
    18. Lincoln, William F. & McCallum, Andrew H., 2018. "The rise of exporting by U.S. firms," European Economic Review, Elsevier, vol. 102(C), pages 280-297.
    19. Harrison, Ann E. & Rodriguez-Clare, Andres, 2009. "Trade, Foreign Investment, and Industrial Policy," MPRA Paper 15561, University Library of Munich, Germany.
    20. Ottaviano, Gianmarco I.P., 2005. "National Disparities and Regional Allocation of Resources: A Positive Framework," IDB Publications (Working Papers) 2922, Inter-American Development Bank.
    21. Stephen J. Redding, 2010. "The Empirics Of New Economic Geography," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 297-311, February.

    More about this item

    Keywords

    C31; 018; R1;
    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
    • R1 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:anresc:v:52:y:2014:i:3:p:659-696. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.