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Agglomeration, Productivity, and Firms¡® Exports: Evidence from Chinese Firm-level Data

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  • Churen Sun
  • Zhihao Yu
  • Tao Zhang

Abstract

The paper proposes a model to investigate the influences of agglomeration on heterogeneous firms' exporting behaviors. In the model, firms are heterogeneous in productivity. Selection effect and agglomeration economies caused by agglomeration increase firms' productivity and decreases industrial entry costs, and factor prices are increased because of agglomeration. The former factors increase while the latter reduces firms' exporting possibilities and sales. The theoretical result shows that the compositive effect is that the influences of productivity on the latter increase with agglomeration level. Empirical results based on data from Chinese Industrial Enterprises between 1998 and 2007 verify the theoretical results. Moreover, the is a critical agglomeration level for each firm (which varies across firms' productivity), so that the influence of agglomeration on a firm' export increases with agglomeration if it's less than this level while decreases if it's larger than it. The paper also estimates the influences of local market effect, urban economies and competition effect on firms' exports and find that they affect firms' exporting behaviors in very complicated modes.

Suggested Citation

  • Churen Sun & Zhihao Yu & Tao Zhang, 2012. "Agglomeration, Productivity, and Firms¡® Exports: Evidence from Chinese Firm-level Data," ERSA conference papers ersa12p882, European Regional Science Association.
  • Handle: RePEc:wiw:wiwrsa:ersa12p882
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    as
    1. Lu, Jiangyong & Tao, Zhigang, 2009. "Trends and determinants of China's industrial agglomeration," Journal of Urban Economics, Elsevier, vol. 65(2), pages 167-180, March.
    2. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    3. Okubo, Toshihiro, 2009. "Trade liberalisation and agglomeration with firm heterogeneity: Forward and backward linkages," Regional Science and Urban Economics, Elsevier, vol. 39(5), pages 530-541, September.
    4. Chen, Maggie Xiaoyang & Moore, Michael O., 2010. "Location decision of heterogeneous multinational firms," Journal of International Economics, Elsevier, vol. 80(2), pages 188-199, March.
    5. Zvi Griliches & Jacques Mairesse, 1995. "Production Functions: The Search for Identification," NBER Working Papers 5067, National Bureau of Economic Research, Inc.
    6. Giordano Mion & Paolo Naticchioni, 2009. "The spatial sorting and matching of skills and firms," Canadian Journal of Economics, Canadian Economics Association, vol. 42(1), pages 28-55, February.
    7. Amiti, Mary, 2005. "Location of vertically linked industries: agglomeration versus comparative advantage," European Economic Review, Elsevier, vol. 49(4), pages 809-832, May.
    8. Massimo Del Gatto & Gianmarco I. P. Ottaviano & Marcello Pagnini, 2008. "Openness To Trade And Industry Cost Dispersion: Evidence From A Panel Of Italian Firms," Journal of Regional Science, Wiley Blackwell, vol. 48(1), pages 97-129, February.
    9. Alfaro, Laura & Chen, Maggie Xiaoyang, 2014. "The global agglomeration of multinational firms," Journal of International Economics, Elsevier, vol. 94(2), pages 263-276.
    10. Richard Kneller & Mauro Pisu, 2007. "Industrial Linkages and Export Spillovers from FDI," The World Economy, Wiley Blackwell, vol. 30(1), pages 105-134, January.
    11. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    12. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon & Sébastien Roux, 2010. "Estimating Agglomeration Economies with History, Geology, and Worker Effects," NBER Chapters, in: Agglomeration Economics, pages 15-66, National Bureau of Economic Research, Inc.
    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. Gianmarco Ottaviano & Takatoshi Tabuchi & Jacques-François Thisse, 2021. "Agglomeration And Trade Revisited," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 3, pages 59-85, World Scientific Publishing Co. Pte. Ltd..
    15. Long, Cheryl & Zhang, Xiaobo, 2011. "Cluster-based industrialization in China: Financing and performance," Journal of International Economics, Elsevier, vol. 84(1), pages 112-123, May.
    16. Hongbin Cai & Qiao Liu, 2009. "Competition and Corporate Tax Avoidance: Evidence from Chinese Industrial Firms," Economic Journal, Royal Economic Society, vol. 119(537), pages 764-795, April.
    17. Gilles Duranton & Michael Storper, 2008. "Rising trade costs? Agglomeration and trade with endogenous transaction costs," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 41(1), pages 292-319, February.
    18. Christopher H. Wheeler, 2007. "Industry localisation and earnings inequality: Evidence from U.S. manufacturing," Papers in Regional Science, Wiley Blackwell, vol. 86(1), pages 77-100, March.
    19. Hisamitsu Saito & Munisamy Gopinath & JunJie Wu, 2011. "Heterogeneous firms, trade liberalization and agglomeration," Canadian Journal of Economics, Canadian Economics Association, vol. 44(2), pages 541-560, May.
    20. Christopher H. Wheeler, 2004. "Wage inequality and urban density," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 421-437, August.
    21. Andrew Cassey & Katherine Schmeiser, 2013. "The agglomeration of exporters by destination," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 51(2), pages 495-513, October.
    22. Puga, Diego & Venables, Anthony J, 1999. "Agglomeration and Economic Development: Import Substitution vs. Trade Liberalisation," Economic Journal, Royal Economic Society, vol. 109(455), pages 292-311, April.
    23. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    24. Möller, Joachim & Haas, Anette, 2002. "The agglomeration wage differential reconsidered - an investigation with German micro data 1984-1997," ERSA conference papers ersa02p327, European Regional Science Association.
    25. Alessia Matano & Paolo Naticchioni, 2012. "Wage distribution and the spatial sorting of workers," Journal of Economic Geography, Oxford University Press, vol. 12(2), pages 379-408, March.
    26. Van Biesebroeck, Johannes, 2005. "Exporting raises productivity in sub-Saharan African manufacturing firms," Journal of International Economics, Elsevier, vol. 67(2), pages 373-391, December.
    27. Johannes Bröcker & Dirk Dohse & Rüdiger Soltwedel (ed.), 2003. "Innovation Clusters and Interregional Competition," Advances in Spatial Science, Springer, number 978-3-540-24760-9, Fall.
    28. Sidorov, Alexander, 2011. "The Impact of Exogenous Asymmetry on Trade and Agglomeration in Core-Periphery Model," MPRA Paper 29627, University Library of Munich, Germany.
    29. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    30. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 441-487.
    31. Hakan Yilmazkuday, 2011. "Agglomeration And Trade: State‐Level Evidence From U.S. Industries," Journal of Regional Science, Wiley Blackwell, vol. 51(1), pages 139-166, February.
    32. Örjan Sjöberg & Fredrik Sjöholm, 2004. "Trade Liberalization and the Geography of Production: Agglomeration, Concentration, and Dispersal in Indonesia’s Manufacturing Industry," Economic Geography, Taylor & Francis Journals, vol. 80(3), pages 287-310, July.
    33. Koenig, Pamina, 2009. "Agglomeration and the export decisions of French firms," Journal of Urban Economics, Elsevier, vol. 66(3), pages 186-195, November.
    34. Békés, Gábor & Harasztosi, Péter, 2013. "Agglomeration premium and trading activity of firms," Regional Science and Urban Economics, Elsevier, vol. 43(1), pages 51-64.
    35. 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.
    36. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    37. Venables, Anthony J, 1996. "Equilibrium Locations of Vertically Linked Industries," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 37(2), pages 341-359, May.
    38. Fujita, Masahisa & Ogawa, Hideaki, 1982. "Multiple equilibria and structural transition of non-monocentric urban configurations," Regional Science and Urban Economics, Elsevier, vol. 12(2), pages 161-196, May.
    39. Strøjer Madsen, Erik & Smith, Valdemar & Dilling-Hansen, Mogens, 2003. "Industrial clusters, firm location and productivity – Some empirical evidence for Danish firms," Working Papers 03-26, University of Aarhus, Aarhus School of Business, Department of Economics.
    40. Gary Jefferson & Thomas Rawski & Yifan Zhang, 2008. "Productivity growth and convergence across China's industrial economy," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 6(2), pages 121-140.
    41. Massimo Del Gatto & Adriana Di Liberto & Carmelo Petraglia, 2011. "Measuring Productivity," Journal of Economic Surveys, Wiley Blackwell, vol. 25(5), pages 952-1008, December.
    42. Baldwin, Richard & Okubo, Toshihiro, 2006. "Agglomeration, Offshoring and Heterogenous Firms," CEPR Discussion Papers 5663, C.E.P.R. Discussion Papers.
    43. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    44. J. Van Biesebroeck, 2008. "Aggregating and Decomposing Productivity," Review of Business and Economic Literature, KU Leuven, Faculty of Economics and Business (FEB), Review of Business and Economic Literature, vol. 0(2), pages 112-146.
    45. Anwar, Sajid & Nguyen, Lan Phi, 2011. "Foreign direct investment and export spillovers: Evidence from Vietnam," International Business Review, Elsevier, vol. 20(2), pages 177-193, April.
    46. Baldwin, John R. Beckstead, Desmond Brown, W. Mark Rigby, David, 2007. "Urban Economies and Productivity," Economic Analysis (EA) Research Paper Series 2007045e, Statistics Canada, Analytical Studies Branch.
    47. Cafiso, Gianluca, 2010. "Trade Costs and the Agglomeration of Production," DEMQ Working Paper Series 2010/7, University of Catania, Department of Economics and Quantitative Methods.
    48. Youngho Kang, 2016. "Is agglomeration a free lunch for new exporters? Evidence from Chile," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 57(1), pages 195-222, July.
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