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

Listed author(s):
  • Yue Ma
  • Heiwai Tang
  • Yifan Zhang

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 firms. 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.

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File URL: http://ase.tufts.edu/econ/research/documents/2011/tangFactorIntensity.pdf
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Paper provided by Department of Economics, Tufts University in its series Discussion Papers Series, Department of Economics, Tufts University with number 0761.

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Date of creation: 2011
Handle: RePEc:tuf:tuftec:0761
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  1. Eric A. Verhoogen, 2008. "Trade, Quality Upgrading, and Wage Inequality in the Mexican Manufacturing Sector," The Quarterly Journal of Economics, Oxford University Press, vol. 123(2), pages 489-530.
  2. 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.
  3. Andrew B. Bernard & Stephen Redding & Peter K. Schott, 2006. "Multi-Product Firms and Trade Liberalization," CEP Discussion Papers dp0769, Centre for Economic Performance, LSE.
  4. 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.
  5. J. Bradford Jensen & Andrew Bernard & Peter Schott, 2005. "Survival of the Best Fit: Exposure to Low-Wage Countries and the (Uneven) Growth of U.S. Manufacturing Plants," Working Papers 05-19, Center for Economic Studies, U.S. Census Bureau.
  6. Andrew B. Bernard & J. Bradford Jensen, 2001. "Why Some Firms Export," NBER Working Papers 8349, National Bureau of Economic Research, Inc.
  7. Swati Dhingra, 2013. "Trading Away Wide Brands for Cheap Brands," American Economic Review, American Economic Association, vol. 103(6), pages 2554-2584, October.
  8. 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 304-340, February.
  9. Thierry Mayer & Marc J. Melitz & Gianmarco I.P. Ottaviano, 2010. "Market size, competition and the product mix of exporters," Working Paper Research 202, National Bank of Belgium.
  10. Andrew Bernard & Stephen Redding & Peter Schott, 2004. "Comparative advantage and heterogeneous firms," IFS Working Papers W04/24, Institute for Fiscal Studies.
  11. Andrew B. Bernard & J. Bradford Jensen & Stephen Redding & Peter K. Schott, 2007. "Firms in International Trade," CEP Discussion Papers dp0795, Centre for Economic Performance, LSE.
  12. Bee Yan Aw & Mark J. Roberts & Daniel Yi Xu, 2009. "R&D Investment, Exporting, and Productivity Dynamics," NBER Working Papers 14670, National Bureau of Economic Research, Inc.
  13. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, Oxford University Press, vol. 124(4), pages 1403-1448.
  14. 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.
  15. Bernard, A.B. & Jensen, J.B., 1994. "Exporters, Skill Upgrading, and the Wage Gap," Working papers 94-30, Massachusetts Institute of Technology (MIT), Department of Economics.
  16. 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.
  17. 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.
  18. 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.
  19. Alla Lileeva & Daniel Trefler, 2010. "Improved Access to Foreign Markets Raises Plant-level Productivity…For Some Plants," The Quarterly Journal of Economics, Oxford University Press, vol. 125(3), pages 1051-1099.
  20. 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.
  21. 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.
  22. Albert Park & Dean Yang & Xinzheng Shi & Yuan Jiang, 2006. "Exporting and Firm Performance: Chinese Exporters and the Asian Financial Crisis," Working Papers 549, Research Seminar in International Economics, University of Michigan.
  23. Costas Arkolakis & Sharat Ganapati & Marc-Andreas Muendler, 2016. "The Extensive Margin of Exporting Products: A Firm-level Analysis," Cowles Foundation Discussion Papers 2028, Cowles Foundation for Research in Economics, Yale University.
  24. repec:spr:weltar:v:144:y:2008:i:4:p:596-635 is not listed on IDEAS
  25. Robert C. Feenstra & Gordon H. Hanson, 2005. "Ownership and Control in Outsourcing to China: Estimating the Property-Rights Theory of the Firm," The Quarterly Journal of Economics, Oxford University Press, vol. 120(2), pages 729-761.
  26. Iacovone, Leonardo & Javorcik, Beata, 2012. "Getting Ready: Preparation for Exporting," CEPR Discussion Papers 8926, C.E.P.R. Discussion Papers.
  27. 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.
  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. 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.
  30. 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.).
  31. Wagner, Joachim, 2002. "The causal effects of exports on firm size and labor productivity: first evidence from a matching approach," Economics Letters, Elsevier, vol. 77(2), pages 287-292, October.
  32. Ahn, JaeBin & Khandelwal, Amit K. & Wei, Shang-Jin, 2011. "The role of intermediaries in facilitating trade," Journal of International Economics, Elsevier, vol. 84(1), pages 73-85, May.
  33. Kalina Manova & Zhiwei Zhang, 2012. "Multi-Product Firms and Product Quality," NBER Working Papers 18637, National Bureau of Economic Research, Inc.
  34. Andrew B. Bernard & Stephen Redding & Peter K. Schott, 2010. "Multiple-product firms and product switching," LSE Research Online Documents on Economics 27861, London School of Economics and Political Science, LSE Library.
  35. 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.
  36. Paulo Bastos & Joana Silva, "undated". "The Quality of a Firm’s Exports: Where you Export to Matters," Discussion Papers 08/18, University of Nottingham, GEP.
  37. 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.
  38. Andrew Bernard & Joachim Wagner, 1997. "Exports and success in German manufacturing," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 133(1), pages 134-157, March.
  39. Runjuan Liu, 2010. "Import competition and firm refocusing," Canadian Journal of Economics, Canadian Economics Association, vol. 43(2), pages 440-466, May.
  40. 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.
  41. Hiroyuki Kasahara & Beverly Lapham, 2008. "Productivity and the Decision to Import and Export: Theory and Evidence," CESifo Working Paper Series 2240, CESifo Group Munich.
  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. Jan De Loecker, 2004. "Do Exports Generate Higher Productivity? Evidence from Slovenia," LICOS Discussion Papers 15104, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
  44. 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.
  45. 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.
  46. Johannes Van Biesebroeck, 2003. "Exporting Raises Productivity in Sub-Saharan African Manufacturing Plants," NBER Working Papers 10020, National Bureau of Economic Research, Inc.
  47. Kalina Manova & Zhiwei Zhang, 2009. "Export Prices Across Firms and Destinations," NBER Working Papers 15342, National Bureau of Economic Research, Inc.
  48. 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.
  49. Nocke, Volker & Yeaple, Stephen R, 2008. "Globalization and the Size Distribution of Multiproduct Firms," CEPR Discussion Papers 6948, C.E.P.R. Discussion Papers.
  50. 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.
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