IDEAS home Printed from https://ideas.repec.org/a/eee/inecon/v104y2017icp122-137.html
   My bibliography  Save this article

How you export matters: Export mode, learning and productivity in China

Author

Listed:
  • Bai, Xue
  • Krishna, Kala
  • Ma, Hong

Abstract

This paper shows that how firms export (directly or indirectly via intermediaries) matters. We develop and estimate a dynamic discrete choice model that allows learning-by-exporting on the cost and demand side as well as sunk/fixed costs to differ by export mode. We find that demand and productivity evolve more favorably under direct exporting, though the fixed/sunk costs of this option are higher. Our results suggest that had China not liberalized its direct trading rights when it joined the WTO, its exports and export participation would have been 26 and 33% lower respectively.

Suggested Citation

  • Bai, Xue & Krishna, Kala & Ma, Hong, 2017. "How you export matters: Export mode, learning and productivity in China," Journal of International Economics, Elsevier, vol. 104(C), pages 122-137.
  • Handle: RePEc:eee:inecon:v:104:y:2017:i:c:p:122-137
    DOI: 10.1016/j.jinteco.2016.10.009
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0022199616301258
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jinteco.2016.10.009?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. 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.
    2. Feng, Ling & Li, Zhiyuan & Swenson, Deborah L., 2016. "The connection between imported intermediate inputs and exports: Evidence from Chinese firms," Journal of International Economics, Elsevier, vol. 101(C), pages 86-101.
    3. Anders Akerman, 2018. "A theory on the role of wholesalers in international trade based on economies of scope," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 51(1), pages 156-185, February.
    4. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 903-947.
    5. Jan De Loecker, 2013. "Detecting Learning by Exporting," American Economic Journal: Microeconomics, American Economic Association, vol. 5(3), pages 1-21, August.
    6. 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, President and Fellows of Harvard College, vol. 120(2), pages 729-761.
    7. Ethier, Wilfred, 1979. "Internationally decreasing costs and world trade," Journal of International Economics, Elsevier, vol. 9(1), pages 1-24, February.
    8. Robert C. Feenstra & Gordon H. Hanson, 2004. "Intermediaries in Entrepôt Trade: Hong Kong Re‐Exports of Chinese Goods," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 13(1), pages 3-35, March.
    9. Limão, Nuno & Handley, Kyle, 2013. "Policy Uncertainty, Trade and Welfare: Theory and Evidence for China and the U.S," CEPR Discussion Papers 9615, C.E.P.R. Discussion Papers.
    10. Mary Amiti & Jozef Konings, 2007. "Trade Liberalization, Intermediate Inputs, and Productivity: Evidence from Indonesia," American Economic Review, American Economic Association, vol. 97(5), pages 1611-1638, December.
    11. 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.
    12. Andrew B Bernard & Emily J Blanchard & Ilke Van Beveren & Hylke Vandenbussche, 2019. "Carry-Along Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(2), pages 526-563.
    13. Sanghamitra Das & Mark J. Roberts & James R. Tybout, 2007. "Market Entry Costs, Producer Heterogeneity, and Export Dynamics," Econometrica, Econometric Society, vol. 75(3), pages 837-873, May.
    14. 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.
    15. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2007. "Firms in International Trade," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 105-130, Summer.
    16. Kasahara, Hiroyuki & Rodrigue, Joel, 2008. "Does the use of imported intermediates increase productivity? Plant-level evidence," Journal of Development Economics, Elsevier, vol. 87(1), pages 106-118, August.
    17. 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.
    18. Egan, Mary Lou & Mody, Ashoka, 1992. "Buyer-seller links in export development," World Development, Elsevier, vol. 20(3), pages 321-334, March.
    19. 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.
    20. Pol Antràs & Arnaud Costinot, 2011. "Intermediated Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(3), pages 1319-1374.
    21. 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.
    22. 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.
    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. Bernardo S. Blum & Sebastian Claro & Ignatius Horstmann, 2010. "Facts and Figures on Intermediated Trade," American Economic Review, American Economic Association, vol. 100(2), pages 419-423, May.
    25. 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.
    26. Justin R. Pierce & Peter K. Schott, 2016. "The Surprisingly Swift Decline of US Manufacturing Employment," American Economic Review, American Economic Association, vol. 106(7), pages 1632-1662, July.
    27. Costas Arkolakis, 2010. "Market Penetration Costs and the New Consumers Margin in International Trade," Journal of Political Economy, University of Chicago Press, vol. 118(6), pages 1151-1199.
    28. Pinelopi Koujianou Goldberg & Amit Kumar Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Imported Intermediate Inputs and Domestic Product Growth: Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1727-1767.
    29. Gary Biglaiser, 1993. "Middlemen as Experts," RAND Journal of Economics, The RAND Corporation, vol. 24(2), pages 212-223, Summer.
    30. Kasahara, Hiroyuki & Lapham, Beverly, 2013. "Productivity and the decision to import and export: Theory and evidence," Journal of International Economics, Elsevier, vol. 89(2), pages 297-316.
    31. 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.
    32. Avinash Dixit, 1989. "Hysteresis, Import Penetration, and Exchange Rate Pass-Through," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(2), pages 205-228.
    33. 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.
    34. Head, Keith & Jing, Ran & Swenson, Deborah L., 2014. "From Beijing to Bentonville: Do multinational retailers link markets?," Journal of Development Economics, Elsevier, vol. 110(C), pages 79-92.
    35. Ethier, Wilfred J, 1982. "National and International Returns to Scale in the Modern Theory of International Trade," American Economic Review, American Economic Association, vol. 72(3), pages 389-405, June.
    Full references (including those not matched with items on IDEAS)

    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. Maria Bas & Vanessa Strauss-Kahn, 2014. "Does importing more inputs raise exports? Firm-level evidence from France," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 150(2), pages 241-275, May.
    2. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2012. "The Empirics of Firm Heterogeneity and International Trade," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 283-313, July.
    3. Paul Grieco & Hongsong Zhang & Shengyu Li, 2018. "Input Prices, Productivity and Trade Dynamics: Long-run Effects of Liberalization on Chinese Paint Manufactures," 2018 Meeting Papers 874, Society for Economic Dynamics.
    4. Ma, Yue & Tang, Heiwai & Zhang, Yifan, 2014. "Factor Intensity, product switching, and productivity: Evidence from Chinese exporters," Journal of International Economics, Elsevier, vol. 92(2), pages 349-362.
    5. 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.
    6. Pol Antràs & Davin Chor, 2021. "Global Value Chains," NBER Working Papers 28549, National Bureau of Economic Research, Inc.
    7. Olivier Cadot & Céline Carrère & Vanessa Strauss-Kahn, 2013. "Trade Diversification, Income, And Growth: What Do We Know?," Journal of Economic Surveys, Wiley Blackwell, vol. 27(4), pages 790-812, September.
    8. Carlo Altomonte & Tommaso Aquilante & Gábor Békés & Gianmarco I.P. Ottaviano, 2013. "Internationalization and innovation of firms: evidence and policy [Managing knowledge within and outside the multinational corporation]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 28(76), pages 663-700.
    9. Jingfang Zhang & Emir Malikov, 2023. "Detecting Learning by Exporting and from Exporters," Journal of Productivity Analysis, Springer, vol. 60(1), pages 1-19, August.
    10. Manghnani,Ruchita, 2020. "Exports and Productivity : The Role of Imported Inputs and Investment in R&D," Policy Research Working Paper Series 9281, The World Bank.
    11. Xavier Cirera & Daniel Lederman & Juan A. Máñez Castillejo & María E. Rochina Barrachina & Juan A. Sanchis-Llopis, 2021. "Firm productivity gains in a period of slow trade liberalization: evidence from Brazil," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(1), pages 57-87, April.
    12. Juan A. Sanchis Llopis & Silviano Juan A. Mañez Castillejo & Andrés Mauricio Gómez-Sánchez, 2022. "The dynamic linkages between exporting and importing in Colombian manufacturing," Working Papers 2203, Department of Applied Economics II, Universidad de Valencia.
    13. Alvaro Garcia-Marin & Nico Voigtländer, 2019. "Exporting and Plant-Level Efficiency Gains: It's in the Measure," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1777-1825.
    14. Marco Grazzi & Nanditha Mathew & Daniele Moschella, 2021. "Making one’s own way: jumping ahead in the capability space and exporting among Indian firms," Journal of Evolutionary Economics, Springer, vol. 31(3), pages 931-957, July.
    15. Hu, Zhongzhong & Rodrigue, Joel & Tan, Yong & Yu, Chunhai, 2017. "Product churning, reallocation, and Chinese export growth," Journal of Economic Behavior & Organization, Elsevier, vol. 143(C), pages 147-164.
    16. Maria Bas & Antoine Berthou, 2017. "Does Input-Trade Liberalization Affect Firms’ Foreign Technology Choice?," The World Bank Economic Review, World Bank, vol. 31(2), pages 351-384.
    17. 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.
    18. Michele Imbruno, 2014. "Trade Liberalization, Intermediate Inputs and Firm Efficiency: Direct versus Indirect Modes of Import," Discussion Papers 2014-02, University of Nottingham, GEP.
    19. Juan A. Máñez Castillejo & Consuelo Mínguez Bosque & María E. Rochina Barrachina & Juan A. Sanchis Llopis, 2020. "Trading activities, productivity and markups: Evidence for Spanish manufacturing," The World Economy, Wiley Blackwell, vol. 43(3), pages 644-680, March.
    20. Francesco Serti & Chiara Tomasi, 2009. "Self-selection along different export and import markets," LEM Papers Series 2009/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    More about this item

    Keywords

    Export modes; Productivity evolution; Learning-by-exporting; Dynamic discrete choice;
    All these keywords.

    JEL classification:

    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity

    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:eee:inecon:v:104:y:2017:i:c:p:122-137. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505552 .

    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.