IDEAS home Printed from https://ideas.repec.org/a/kap/jproda/v60y2023i1d10.1007_s11123-023-00667-2.html
   My bibliography  Save this article

Detecting Learning by Exporting and from Exporters

Author

Listed:
  • Jingfang Zhang

    (University of Kentucky
    Alcorn State University)

  • Emir Malikov

    (University of Nevada)

Abstract

Existing literature at the nexus of firm productivity and export behavior mostly focuses on “learning by exporting,” whereby firms can improve their performance by engaging in exports. Whereas, the secondary channel of learning via cross-firm spillovers from exporting peers, or “learning from exporters,” has largely been neglected. Omitting this important mechanism, which can benefit both exporters and non-exporters, may provide an incomplete assessment of the total productivity benefits of exporting. In this paper, we develop a unified empirical framework for productivity measurement that explicitly accommodates both channels. To do this, we formalize the evolution of firm productivity as an export-controlled process, allowing future productivity to be affected by both the firm’s own export behavior as well as export behavior of spatially proximate, same-industry peers. This facilitates a simultaneous, “internally consistent” identification of firm productivity and the corresponding effects of exporting. We apply our methodology to a panel of manufacturing plants in Chile in 1995–2007 and find significant evidence in support of both direct and spillover effects of exporting that substantially boost the productivity of domestic firms.

Suggested Citation

  • Jingfang Zhang & Emir Malikov, 2023. "Detecting Learning by Exporting and from Exporters," Journal of Productivity Analysis, Springer, vol. 60(1), pages 1-19, August.
  • Handle: RePEc:kap:jproda:v:60:y:2023:i:1:d:10.1007_s11123-023-00667-2
    DOI: 10.1007/s11123-023-00667-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11123-023-00667-2
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11123-023-00667-2?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. Nina Pavcnik, 2002. "Trade Liberalization, Exit, and Productivity Improvements: Evidence from Chilean Plants," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(1), pages 245-276.
    3. Davide Sala & Erdal Yalcin, 2012. "Export Experience of Managers and the Internationalization of Firms," ifo Working Paper Series 139, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    4. Poncet, Sandra & Mayneris, Florian, 2013. "French Firms Penetrating Asian Markets : Role of Export Spillovers," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 28, pages 354-374.
    5. Emir Malikov & Shunan Zhao & Subal C. Kumbhakar, 2020. "Estimation of firm‐level productivity in the presence of exports: Evidence from China's manufacturing," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(4), pages 457-480, June.
    6. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    7. 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.
    8. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    9. 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.
    10. 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.
    11. Jan De Loecker & Frederic Warzynski, 2012. "Markups and Firm-Level Export Status," American Economic Review, American Economic Association, vol. 102(6), pages 2437-2471, October.
    12. Koenig, Pamina & Mayneris, Florian & Poncet, Sandra, 2010. "Local export spillovers in France," European Economic Review, Elsevier, vol. 54(4), pages 622-641, May.
    13. 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.
    14. Koenig, Pamina, 2009. "Agglomeration and the export decisions of French firms," Journal of Urban Economics, Elsevier, vol. 66(3), pages 186-195, November.
    15. Eric A. Verhoogen, 2008. "Trade, Quality Upgrading, and Wage Inequality in the Mexican Manufacturing Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 489-530.
    16. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    17. Albert Park & Dean Yang & Xinzheng Shi & Yuan Jiang, 2010. "Exporting and Firm Performance: Chinese Exporters and the Asian Financial Crisis," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 822-842, November.
    18. De Loecker, Jan, 2007. "Do exports generate higher productivity? Evidence from Slovenia," Journal of International Economics, Elsevier, vol. 73(1), pages 69-98, September.
    19. Blalock, Garrick & Gertler, Paul J., 2004. "Learning from exporting revisited in a less developed setting," Journal of Development Economics, Elsevier, vol. 75(2), pages 397-416, December.
    20. David Greenaway & Richard Kneller, 2004. "Exporting and Productivity in the United Kingdom," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(3), pages 358-371, Autumn.
    21. 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.
    22. Emir Malikov & Shunan Zhao & Jingfang Zhang, 2024. "A System Approach to Structural Identification of Production Functions with Multi-Dimensional Productivity," Advances in Econometrics, in: Essays in Honor of Subal Kumbhakar, volume 46, pages 211-263, Emerald Group Publishing Limited.
    23. 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.
    24. 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.
    25. Aitken, Brian & Hanson, Gordon H. & Harrison, Ann E., 1997. "Spillovers, foreign investment, and export behavior," Journal of International Economics, Elsevier, vol. 43(1-2), pages 103-132, August.
    26. Miguel Manjón & Juan Máñez & María Rochina-Barrachina & Juan Sanchis-Llopis, 2013. "Reconsidering learning by exporting," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(1), pages 5-22, March.
    27. Roberto Alvarez & Ricardo A. López, 2008. "Is Exporting a Source of Productivity Spillovers?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(4), pages 723-749, December.
    28. Yifei Jiang & Shuoxun Zhang & Jinsong Zhao, 2019. "Local Financial Development and Economic Growth: Evidence from Chinese Manufacturing Firms," Working Papers 2019-07-08, Wang Yanan Institute for Studies in Economics (WISE), Xiamen University.
    29. Tsionas, Mike G. & Mallick, Sushanta K., 2019. "A Bayesian semiparametric approach to stochastic frontiers and productivity," European Journal of Operational Research, Elsevier, vol. 274(1), pages 391-402.
    30. Jozef Konings & Stijn Vanormelingen, 2015. "The Impact of Training on Productivity and Wages: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 485-497, May.
    31. Roberto Álvarez & Hasan Faruq & Ricardo A. LÓPEZ, 2013. "Is Previous Export Experience Important for New Exports?," Journal of Development Studies, Taylor & Francis Journals, vol. 49(3), pages 426-441, March.
    32. Baldwin, John R. Gu, Wulong, 2003. "Participation in Export Markets and Productivity Performance in Canadian Manufacturing," Economic Analysis (EA) Research Paper Series 2003011e, Statistics Canada, Analytical Studies Branch.
    33. Greenaway, David & Sousa, Nuno & Wakelin, Katharine, 2004. "Do domestic firms learn to export from multinationals?," European Journal of Political Economy, Elsevier, vol. 20(4), pages 1027-1043, November.
    34. Greenaway, David & Kneller, Richard, 2008. "Exporting, productivity and agglomeration," European Economic Review, Elsevier, vol. 52(5), pages 919-939, July.
    35. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    36. 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.
    37. 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.
    38. Hou, Zhezhi & Jin, Man & Kumbhakar, Subal C., 2020. "Productivity spillovers and human capital: A semiparametric varying coefficient approach," European Journal of Operational Research, Elsevier, vol. 287(1), pages 317-330.
    39. Ulrich Doraszelski & Jordi Jaumandreu, 2013. "R&D and Productivity: Estimating Endogenous Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1338-1383.
    40. Jin, Man & Zhao, Shunan & Kumbhakar, Subal C., 2019. "Financial constraints and firm productivity: Evidence from Chinese manufacturing," European Journal of Operational Research, Elsevier, vol. 275(3), pages 1139-1156.
    41. Jan De Loecker, 2013. "Detecting Learning by Exporting," American Economic Journal: Microeconomics, American Economic Association, vol. 5(3), pages 1-21, August.
    42. 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.
    43. Kunst, Robert M & Marin, Dalia, 1989. "On Exports and Productivity: A Causal Analysis," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 699-703, November.
    44. Davide Sala & Erdal Yalcin, 2015. "Export Experience of Managers and the Internationalisation of Firms," The World Economy, Wiley Blackwell, vol. 38(7), pages 1064-1089, July.
    45. 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.
    46. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    47. Aw, B. -Y. & Hwang, A. R., 1995. "Productivity and the export market: A firm-level analysis," Journal of Development Economics, Elsevier, vol. 47(2), pages 313-332, August.
    48. Amit Gandhi & Salvador Navarro & David A. Rivers, 2020. "On the Identification of Gross Output Production Functions," Journal of Political Economy, University of Chicago Press, vol. 128(8), pages 2973-3016.
    49. 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.
    50. Oliver Linton & Esfandiar Maasoumi & Yoon-Jae Whang, 2005. "Consistent Testing for Stochastic Dominance under General Sampling Schemes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 735-765.
    51. John R. Baldwin & Wulong Gu, 2004. "Trade Liberalization: Export-market Participation, Productivity Growth, and Innovation," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(3), pages 372-392, Autumn.
    52. Robert Salomon & Byungchae Jin, 2008. "Does knowledge spill to leaders or laggards? Exploring industry heterogeneity in learning by exporting," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(1), pages 132-150, January.
    53. John R. Baldwin & Wulong Gu, 2004. "Trade Liberalization: Export-market Participation, Productivity Growth, and Innovation," Oxford Review of Economic Policy, Oxford University Press, vol. 20(3), pages 372-392, Autumn.
    54. 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)," The World Bank Economic Review, World Bank, vol. 14(1), pages 65-90, January.
    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. Tarlok Singh, 2010. "Does International Trade Cause Economic Growth? A Survey," The World Economy, Wiley Blackwell, vol. 33(11), pages 1517-1564, November.
    2. Jamil, Nida & Chaudhry, Theresa Thompson & Chaudhry, Azam, 2022. "Trading textiles along the new silk route: The impact on Pakistani firms of gaining market access to China," Journal of Development Economics, Elsevier, vol. 158(C).
    3. 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.
    4. Neil Foster-McGregor, 2012. "Innovation and Technology Transfer across Countries," wiiw Research Reports 380, The Vienna Institute for International Economic Studies, wiiw.
    5. Emir Malikov & Shunan Zhao & Subal C. Kumbhakar, 2020. "Estimation of firm‐level productivity in the presence of exports: Evidence from China's manufacturing," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(4), pages 457-480, June.
    6. 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.
    7. Richard Harris & John Moffat, 2011. "R&D, Innovation and Exporting," SERC Discussion Papers 0073, Centre for Economic Performance, LSE.
    8. Dai, Mi & Maitra, Madhura & Yu, Miaojie, 2016. "Unexceptional exporter performance in China? The role of processing trade," Journal of Development Economics, Elsevier, vol. 121(C), pages 177-189.
    9. 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.
    10. Youngho Kang, 2021. "How you pay matters: performance-related pay and learning by exporting," Empirical Economics, Springer, vol. 60(5), pages 2455-2475, May.
    11. María D. Parra & Inmaculada Martínez-Zarzoso, 2014. "Imported intermediate inputs and Egyptian exports: Exploring the links," Working Papers 2014/09, Economics Department, Universitat Jaume I, Castellón (Spain).
    12. Cebeci, Tolga, 2014. "Impact of export destinations on firm performance," Policy Research Working Paper Series 6743, The World Bank.
    13. Yang, Yong & Mallick, Sushanta, 2014. "Explaining cross-country differences in exporting performance: The role of country-level macroeconomic environment," International Business Review, Elsevier, vol. 23(1), pages 246-259.
    14. 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.
    15. Ito, Banri & Xu, Zhaoyuan & Yashiro, Naomitsu, 2015. "Does agglomeration promote internationalization of Chinese firms?," China Economic Review, Elsevier, vol. 34(C), pages 109-121.
    16. Richter, Philipp M. & Schiersch, Alexander, 2017. "CO2 emission intensity and exporting: Evidence from firm-level data," European Economic Review, Elsevier, vol. 98(C), pages 373-391.
    17. Bisztray, Márta & Koren, Miklós & Szeidl, Adam, 2018. "Learning to import from your peers," Journal of International Economics, Elsevier, vol. 115(C), pages 242-258.
    18. Marian Rizov & Patrick Paul Walsh, 2009. "Productivity and Trade Orientation in UK Manufacturing," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(6), pages 821-849, December.
    19. Li, Mingyang & Jin, Man & Kumbhakar, Subal C., 2022. "Do subsidies increase firm productivity? Evidence from Chinese manufacturing enterprises," European Journal of Operational Research, Elsevier, vol. 303(1), pages 388-400.
    20. Başak Dalgıç & Burcu Fazlıoğlu & Deniz Karaoğlan, 2015. "Entry to foreign markets and productivity: Evidence from a matched sample of Turkish manufacturing firms," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 24(5), pages 638-659, August.

    More about this item

    Keywords

    Exporting; Learning by exporting; Learning from exporters; Production function estimation; Productivity; Spillovers;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • F10 - International Economics - - Trade - - - General
    • L10 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - General

    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:kap:jproda:v:60:y:2023:i:1:d:10.1007_s11123-023-00667-2. 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.