IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

Factor Intensity, Product Switching, and Productivity: Evidence from Chinese Exporters

  • Yue Ma

    ()

    (Lingnan University)

  • Heiwai Tang

    ()

    (Tufts University, Centro Studi Luca d\'Agliano and MIT Sloan)

  • Yifan Zhang

    ()

    (Lingnan University)

This paper analyzes the causal relations between firms’ productivity, factor intensity and export participation. Using propensity score matching techniques and firm-level panel data for Chinese manufacturing firms over the 1998-2007 period, we find strong evidence of domestic firms self-selecting into export markets with higher productivity ex ante, and enhanced productivity ex post. No such pattern is observed among foreign-invested .rms. We also find that both domestic and foreign new exporters exploit China’s low labor costs and specialize in their core competence, that is, firms become less capital-intensive after exporting, relative to the matched non-exporting counterparts in the same industry. To rationalize these results that contrast with most findings in the existing literature, we develop a variant of the multi-product model of Bernard, Redding, and Schott (2010) to consider varying capital intensity across products. Using transaction-level export data, we find evidence that Chinese exporters add new products that are more labor-intensive than existing products and drop products that are less labor-intensive, supporting the model predictions. Firms with a bigger decline in capital intensity after exporting are found to have a larger increase in measured TFP.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.dagliano.unimi.it/media/WP2011_324.pdf
Download Restriction: no

Paper provided by Centro Studi Luca d\'Agliano, University of Milano in its series Development Working Papers with number 324.

as
in new window

Length: 46
Date of creation: 27 Dec 2011
Date of revision: 27 Dec 2011
Handle: RePEc:csl:devewp:324
Contact details of provider: Postal: Via Conservatorio 7 - 20122 Milano
Phone: +39 02 503 16486
Fax: +39 02 503 16475
Web page: http://www.dagliano.unimi.it/

More information through EDIRC

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. John Baldwin & Wulong Gu, 2003. "Export-market participation and productivity performance in Canadian manufacturing," Canadian Journal of Economics, Canadian Economics Association, vol. 36(3), pages 634-657, August.
  2. Thierry Mayer & Marc J. Melitz & Gianmarco I.P. Ottaviano, 2011. "Market Size, Competition, and the Product Mix of Exporters," Development Working Papers 316, Centro Studi Luca d\'Agliano, University of Milano.
  3. Robert C. Feenstra & Gordon H. Hanson, 2004. "Ownership and Control in Outsourcing to China: Estimating the Property-Rights Theory of the Firm," NBER Working Papers 10198, National Bureau of Economic Research, Inc.
  4. Iacovone, Leonardo & Javorcik, Beata, 2012. "Getting Ready: Preparation for Exporting," CEPR Discussion Papers 8926, C.E.P.R. Discussion Papers.
  5. Costas Arkolakis & Marc-Andreas Muendler, 2010. "The Extensive Margin of Exporting Products: A Firm-level Analysis," CESifo Working Paper Series 3309, CESifo Group Munich.
  6. Bradford J Jensen & Andrew B Bernard, 1994. "Exporters, Skill Upgrading And The Wage Gap," Working Papers 94-13, Center for Economic Studies, U.S. Census Bureau.
  7. Andrew B Bernard & Jonathan Eaton & J. Bradford Jensen & Samuel Kortum, 2000. "Plants and productivity in international trade," Working Papers 00-08, Center for Economic Studies, U.S. Census Bureau.
  8. Heiwai Tang & Yifan Zhang, 2012. "Quality Differentiation and Trade Intermediation," Development Working Papers 340, Centro Studi Luca d\'Agliano, University of Milano, revised 13 Nov 2012.
  9. Paula Bustos, 2011. "Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms," American Economic Review, American Economic Association, vol. 101(1), pages 304-40, February.
  10. Chang, Tai Hsieh & Peter, J- Klenow, 2007. "Misallocation and manufacturing TFP in China and India," MPRA Paper 35084, University Library of Munich, Germany, revised 15 Jun 2007.
  11. Andrew B. Bernard & Stephen Redding & Peter K. Schott, 2004. "Comparative Advantage and Heterogeneous Firms," CEP Discussion Papers dp0643, Centre for Economic Performance, LSE.
  12. Kalina Manova & Zhiwei Zhang, 2009. "Export Prices Across Firms and Destinations," NBER Working Papers 15342, National Bureau of Economic Research, Inc.
  13. Swati Dhingra, 2013. "Trading Away Wide Brands for Cheap Brands," American Economic Review, American Economic Association, vol. 103(6), pages 2554-84, October.
  14. 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 1312-44, June.
  15. Runjuan Liu, 2010. "Import competition and firm refocusing," Canadian Journal of Economics, Canadian Economics Association, vol. 43(2), pages 440-466, May.
  16. Andrew B. Bernard & J. Bradford Jensen, 1997. "Exceptional Exporter Performance: Cause, Effect, or Both?," NBER Working Papers 6272, National Bureau of Economic Research, Inc.
  17. Andrew B. Bernard & J. Bradford Jensen, 2004. "Why Some Firms Export," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 561-569, May.
  18. Hiroyuki Kasahara & Beverly Lapham, 2008. "Productivity and the Decision to Import and Export: Theory and Evidence," CESifo Working Paper Series 2240, CESifo Group Munich.
  19. Mark J. Melitz, 2002. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," NBER Working Papers 8881, National Bureau of Economic Research, Inc.
  20. Andrew B. Bernard & J. Bradford Jensen & Peter K. Schott, 2003. "Survival of the Best Fit: Exposure to Low-Wage Countries and the (Uneven) Growth of U.S. Manufacturing Plants," CEP Discussion Papers dp0584, Centre for Economic Performance, LSE.
  21. Nocke, Volker & Yeaple, Stephen R, 2008. "Globalization and the Size Distribution of Multiproduct Firms," CEPR Discussion Papers 6948, C.E.P.R. Discussion Papers.
  22. Stephen J Redding & Peter K Schott & Andrew B Bernard, 2007. "Multi-product Firms and Trade Liberalization," 2007 Meeting Papers 44, Society for Economic Dynamics.
  23. De Loecker, Jan, 2007. "Do exports generate higher productivity? Evidence from Slovenia," Journal of International Economics, Elsevier, vol. 73(1), pages 69-98, September.
  24. Werner Antweiler & Daniel Trefler, 2002. "Increasing Returns and All That: A View from Trade," American Economic Review, American Economic Association, vol. 92(1), pages 93-119, March.
  25. Alla Lileeva & Daniel Trefler, 2007. "Improved Access to Foreign Markets Raises Plant-Level Productivity ... for Some Plants," NBER Working Papers 13297, National Bureau of Economic Research, Inc.
  26. Verhoogen, Eric A, 2007. "Trade, Quality Upgrading and Wage Inequality in the Mexican Manufacturing Sector," CEPR Discussion Papers 6385, C.E.P.R. Discussion Papers.
  27. Girma, Sourafel & Greenaway, David & Kneller, Richard, 2003. "Export market exit and performance dynamics: a causality analysis of matched firms," Economics Letters, Elsevier, vol. 80(2), pages 181-187, August.
  28. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," Review of Economic Studies, Oxford University Press, vol. 70(2), pages 317-341.
  29. Sofronis Clerides & Saul Lach & James Tybout, 1996. "Is "learning-by-exporting" important? Micro-dynamic evidence from Colombia, Mexico and Morocco," Finance and Economics Discussion Series 96-30, Board of Governors of the Federal Reserve System (U.S.).
  30. Peter Neary & Carsten Eckel, 2006. "Multi-Product Firms and Flexible Manufacturing in the Global Economy," Economics Series Working Papers 292, University of Oxford, Department of Economics.
  31. James Levinsohn & Amil Petrin, 2000. "Estimating Production Functions Using Inputs to Control for Unobservables," NBER Working Papers 7819, National Bureau of Economic Research, Inc.
  32. Roberto Alvarez & Ricardo López, 2005. "Exporting and performance: evidence from Chilean plants," Canadian Journal of Economics, Canadian Economics Association, vol. 38(4), pages 1384-1400, November.
  33. 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.
  34. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2010. "Multiple-Product Firms and Product Switching," American Economic Review, American Economic Association, vol. 100(1), pages 70-97, March.
  35. Bernard, Andrew B. & Jensen, J Bradford & Redding, Stephen J. & Schott, Peter K., 2007. "Firms in International Trade," CEPR Discussion Papers 6277, C.E.P.R. Discussion Papers.
  36. Bastos, Paulo & Silva, Joana, 2010. "The quality of a firm's exports: Where you export to matters," Journal of International Economics, Elsevier, vol. 82(2), pages 99-111, November.
  37. Loren Brandt & Johannes Van Biesebroeck & Yifan Zhang, 2009. "Creative Accounting or Creative Destruction? Firm-level Productivity Growth in Chinese Manufacturing," NBER Working Papers 15152, National Bureau of Economic Research, Inc.
  38. Shang-Jin Wei & Jaebin Ahn & Amit K. Khandelwal, 2010. "The Role of Intermediaries in Facilitating Trade," Working Papers id:2557, eSocialSciences.
  39. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
  40. Bernard, A. & Wagner, J., 1996. "Exports and Success in German Manufacturing," Working papers 96-10, Massachusetts Institute of Technology (MIT), Department of Economics.
  41. 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.
  42. Albert Park & Dean Yang & Xinzheng Shi & Yuan Jiang, 2009. "Exporting and Firm Performance: Chinese Exporters and the Asian Financial Crisis," NBER Working Papers 14632, National Bureau of Economic Research, Inc.
  43. Aw, Bee Yan & Chung, Sukkyun & Roberts, Mark J, 2000. "Productivity and Turnover in the Export Market: Micro-level Evidence from the Republic of Korea and Taiwan (China)," World Bank Economic Review, World Bank Group, vol. 14(1), pages 65-90, January.
  44. 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.
  45. A. Isgut, 2001. "What's Different about Exporters? Evidence from Colombian Manufacturing," Journal of Development Studies, Taylor & Francis Journals, vol. 37(5), pages 57-82.
  46. Edwin Leuven & Barbara Sianesi, 2003. "PSMATCH2: Stata module to perform full Mahalanobis and propensity score matching, common support graphing, and covariate imbalance testing," Statistical Software Components S432001, Boston College Department of Economics, revised 19 Jan 2015.
  47. 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.
  48. Kalina Manova & Zhiwei Zhang, 2012. "Multi-Product Firms and Product Quality," NBER Working Papers 18637, National Bureau of Economic Research, Inc.
  49. Delgado, Miguel A. & Farinas, Jose C. & Ruano, Sonia, 2002. "Firm productivity and export markets: a non-parametric approach," Journal of International Economics, Elsevier, vol. 57(2), pages 397-422, August.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:csl:devewp:324. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Chiara Elli)

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.