IDEAS home Printed from https://ideas.repec.org/a/spr/empeco/v55y2018i3d10.1007_s00181-017-1312-8.html
   My bibliography  Save this article

Exports and innovation: the role of heterogeneity in exports

Author

Listed:
  • Chih-Hai Yang

    (National Central University)

Abstract

This paper examines whether and how heterogeneity in exports affects firms’ innovations in China. Using comprehensive transaction-level trade data from China Customs to construct various dimensional measures exports, empirical results obtained from a matched firm-transaction panel data find that exports overall have a positive impact on promoting innovations in terms of R&D and new product sales. The innovation-enhancing effect of exports depends on the heterogeneity in exports. Firms with greater varieties of exports, more market diversification, and higher export quality are associated with a higher R&D propensity and more new product sales, while process exports are found a negative association with innovations.

Suggested Citation

  • Chih-Hai Yang, 2018. "Exports and innovation: the role of heterogeneity in exports," Empirical Economics, Springer, vol. 55(3), pages 1065-1087, November.
    • Handle: RePEc:spr:empeco:v:55:y:2018:i:3:d:10.1007_s00181-017-1312-8
    DOI: 10.1007/s00181-017-1312-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00181-017-1312-8
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s00181-017-1312-8?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Andrew B. Bernard & Jonathan Eaton & J. Bradford Jensen & Samuel Kortum, 2003. "Plants and Productivity in International Trade," American Economic Review, American Economic Association, vol. 93(4), pages 1268-1290, September.
    2. 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.
    3. Navas Antonio & Licandro Omar, 2011. "Trade Liberalization, Competition and Growth," The B.E. Journal of Macroeconomics, De Gruyter, vol. 11(1), pages 1-28, May.
    4. Yuriy Gorodnichenko & Jan Svejnar & Katherine Terrell, 2010. "Globalization and Innovation in Emerging Markets," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 194-226, April.
    5. Sourafel Girma & Yundan Gong & Holger Görg, 2016. "Foreign Direct Investment, Access to Finance, and Innovation Activity in Chinese Enterprises," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 5, pages 79-94, World Scientific Publishing Co. Pte. Ltd..
    6. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    7. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    8. Philippe Aghion & Richard Blundell & Rachel Griffith & Peter Howitt & Susanne Prantl, 2009. "The Effects of Entry on Incumbent Innovation and Productivity," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 20-32, February.
    9. Joachim Wagner, 2016. "International Trade and Firm Performance: A Survey of Empirical Studies since 2006," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 2, pages 43-87, World Scientific Publishing Co. Pte. Ltd..
    10. 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.
    11. Ilke Van Beveren, 2012. "Total Factor Productivity Estimation: A Practical Review," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 98-128, February.
    12. Yam, Richard C. M. & Guan, Jian Cheng & Pun, Kit Fai & Tang, Esther P. Y., 2004. "An audit of technological innovation capabilities in chinese firms: some empirical findings in Beijing, China," Research Policy, Elsevier, vol. 33(8), pages 1123-1140, October.
    13. Jonathan Eaton & Samuel Kortum & Francis Kramarz, 2004. "Dissecting Trade: Firms, Industries, and Export Destinations," American Economic Review, American Economic Association, vol. 94(2), pages 150-154, May.
    14. 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.
    15. 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.
    16. Armando Silva & Oscar Afonso & Ana Africano, 2013. "Economic performance and international trade engagement: the case of Portuguese manufacturing firms," International Economics and Economic Policy, Springer, vol. 10(4), pages 521-547, December.
    17. Lee, Cassey, 2004. "The Determinants of Innovation in the Malaysian Manufacturing Sector: An Econometric Analysis at the Firm Level," Centre on Regulation and Competition (CRC) Working papers 30670, University of Manchester, Institute for Development Policy and Management (IDPM).
    18. Liu, Xiaohui & Buck, Trevor, 2007. "Innovation performance and channels for international technology spillovers: Evidence from Chinese high-tech industries," Research Policy, Elsevier, vol. 36(3), pages 355-366, April.
    19. Hobday, Mike, 1995. "East Asian latecomer firms: Learning the technology of electronics," World Development, Elsevier, vol. 23(7), pages 1171-1193, July.
    20. Pedro Martins & Yong Yang, 2009. "The impact of exporting on firm productivity: a meta-analysis of the learning-by-exporting hypothesis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(3), pages 431-445, October.
    21. 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.
    22. Newey, Whitney K., 1984. "A method of moments interpretation of sequential estimators," Economics Letters, Elsevier, vol. 14(2-3), pages 201-206.
    23. 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.
    24. Giorgio Barba Navaretti & David G. Tarr, 2017. "International Knowledge Flows and Economic Performance: A Review of the Evidence," World Scientific Book Chapters, in: Trade Policies for Development and Transition, chapter 6, pages 129-143, World Scientific Publishing Co. Pte. Ltd..
    25. Redding, Stephen, 1996. "The Low-Skill, Low-Quality Trap: Strategic Complementarities between Human Capital and R&D," Economic Journal, Royal Economic Society, vol. 106(435), pages 458-470, March.
    26. Keller, Wolfgang, 2010. "International Trade, Foreign Direct Investment, and Technology Spillovers," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 793-829, Elsevier.
    27. Robert M. Salomon & J. Myles Shaver, 2005. "Learning by Exporting: New Insights from Examining Firm Innovation," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 14(2), pages 431-460, June.
    28. Lemoine, Francoise & Unal-Kesenci, Deniz, 2004. "Assembly Trade and Technology Transfer: The Case of China," World Development, Elsevier, vol. 32(5), pages 829-850, May.
    29. Baldwin,John R. & Hanel,Petr, 2007. "Innovation and Knowledge Creation in an Open Economy," Cambridge Books, Cambridge University Press, number 9780521037136.
    30. Erol Taymaz, 2005. "Are Small Firms Really Less Productive?," Small Business Economics, Springer, vol. 25(5), pages 429-445, December.
    31. 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.
    32. Lei Zhu & Bang Nam Jeon, 2007. "International R&D Spillovers: Trade, FDI, and Information Technology as Spillover Channels," Review of International Economics, Wiley Blackwell, vol. 15(5), pages 955-976, November.
    33. 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.
    34. Megan MacGarvie, 2006. "Do Firms Learn from International Trade?," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 46-60, February.
    35. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    36. Cheung Kui-yin & Lin, Ping, 2004. "Spillover effects of FDI on innovation in China: Evidence from the provincial data," China Economic Review, Elsevier, vol. 15(1), pages 25-44.
    37. Antoniades, Alexis, 2015. "Heterogeneous Firms, Quality, and Trade," Journal of International Economics, Elsevier, vol. 95(2), pages 263-273.
    38. 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.
    39. 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.
    40. 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.
    41. Martin Andersson & Hans Lööf & Sara Johansson, 2008. "Productivity and International Trade: Firm Level Evidence from a Small Open Economy," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(4), pages 774-801, December.
    42. Evenson, Robert E. & Westphal, Larry E., 1995. "Technological change and technology strategy," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 37, pages 2209-2299, Elsevier.
    43. Allan P. O. Williams, 2006. "Impact of Strategies," Palgrave Macmillan Books, in: The Rise of Cass Business School, chapter 13, pages 167-181, Palgrave Macmillan.
    44. Kazuyuki Motohashi, 2006. "R&D of Multinationals in China: Structure, Motivations and Regional Difference," Discussion papers 06005, Research Institute of Economy, Trade and Industry (RIETI).
    45. Jože P. Damijan & Črt Kostevc & Sašo Polanec, 2010. "From Innovation to Exporting or Vice Versa?," The World Economy, Wiley Blackwell, vol. 33(3), pages 374-398, March.
    46. Miaojie Yu, 2015. "Processing Trade, Tariff Reductions and Firm Productivity: Evidence from Chinese Firms," Economic Journal, Royal Economic Society, vol. 125(585), pages 943-988, June.
    47. Johnson, Robert C. & Noguera, Guillermo, 2012. "Accounting for intermediates: Production sharing and trade in value added," Journal of International Economics, Elsevier, vol. 86(2), pages 224-236.
    48. Yang, Chih-Hai & Chen, Ying-Hui, 2012. "R&D, productivity, and exports: Plant-level evidence from Indonesia," Economic Modelling, Elsevier, vol. 29(2), pages 208-216.
    49. Murat Seker & Daniel Rodriguez Delgado & Mehmet Fatih Ulu, 2015. "Imported Intermediate Goods and Product Innovation : Evidence from India," Working Papers 1537, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yang, Chih-Hai & Lee, Wen-Chieh, 2021. "Establishing science parks everywhere? Misallocation in R&D and its determinants of science parks in China," China Economic Review, Elsevier, vol. 67(C).
    2. Yueling Cai & Gongliang Wu & Dingsheng Zhang, 2020. "Does Export Trade Promote Firm Innovation?," Annals of Economics and Finance, Society for AEF, vol. 21(2), pages 483-506, November.
    3. Dung Nguyen‐Van & Chia‐Hua Chang, 2021. "Internationalization and product innovation in ASEAN: The moderating role of organizational innovation," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(2), pages 437-462, March.
    4. Shen, Hongtao & Yang, Qing & Luo, Le & Huang, Nan, 2023. "Market reactions to a cross-border carbon policy: Evidence from listed Chinese companies," The British Accounting Review, Elsevier, vol. 55(1).
    5. Yang, Chih-Hai & Matsuura, Toshiyuki & Ito, Tadashi, 2019. "R&D and patenting activities of foreign firms in China: The case of Japan," Japan and the World Economy, Elsevier, vol. 49(C), pages 151-160.
    6. Cristian Barra & Nazzareno Ruggiero, 2022. "On the impact of knowledge and institutional spillovers on RIS efficiency. Evidence from Italian regional level," Growth and Change, Wiley Blackwell, vol. 53(2), pages 702-752, June.
    7. Cristian Barra & Nazzareno Ruggiero, 2022. "How do dimensions of institutional quality improve Italian regional innovation system efficiency? The Knowledge production function using SFA," Journal of Evolutionary Economics, Springer, vol. 32(2), pages 591-642, April.
    8. Bingqiang Li & Shan Wang & Nannan Dong & Jinzhi Li & Xi Li & He Yu, 2023. "Empirical Analysis of Subsidy Industrial Policy’s Effect on Export Innovation in the Chinese Manufacturing," SAGE Open, , vol. 13(4), pages 21582440231, November.

    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. Shevtsova, Yevgeniya, 2015. "International Trade and Productivity: The Role of Industry and Export Destination," MPRA Paper 69793, University Library of Munich, Germany.
    2. Dalgic, Basak & Fazlioglu, Burcu & Gasiorek, Michael, 2015. "Costs of trade and self-selection into exporting and importing: The case of Turkish manufacturing firms," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-28.
    3. 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.
    4. 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.
    5. Mohammad Movahedi & Olivier Gaussens, 2013. "Les effets de l’exportation sur l’innovation et la productivité : Analyse empirique sur un échantillon de PMI," Economics Working Paper Archive (University of Rennes 1 & University of Caen) 201307, Center for Research in Economics and Management (CREM), University of Rennes 1, University of Caen and CNRS.
    6. Golovko, Elena & Lopes-Bento, Cindy & Sofka, Wolfgang, 2022. "Marketing learning by exporting – how export-induced marketing expenditures improve firm performance," Journal of Business Research, Elsevier, vol. 150(C), pages 194-207.
    7. 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.
    8. David Aristei & Davide Castellani & Chiara Franco, 2013. "Firms’ exporting and importing activities: is there a two-way relationship?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(1), pages 55-84, March.
    9. Mirabelle Muûls & Mauro Pisu, 2009. "Imports and Exports at the Level of the Firm: Evidence from Belgium," The World Economy, Wiley Blackwell, vol. 32(5), pages 692-734, May.
    10. Armando Silva & Óscar Afonso & Ana Paula Africano, 2010. "Do Portuguese manufacturing firms self select to exports?," FEP Working Papers 371, Universidade do Porto, Faculdade de Economia do Porto.
    11. Martijn Boermans & Hein Roelfsema, 2015. "The Effects of Internationalization on Innovation: Firm-Level Evidence for Transition Economies," Open Economies Review, Springer, vol. 26(2), pages 333-350, April.
    12. Movahedi, Mohammad, 2013. "Le commerce international, l’adoption de l’innovation et le choix de l’entrée-sortie à l’exportation des firmes [International trade, innovation adoption and export entry-exit choice of the firms]," MPRA Paper 44268, University Library of Munich, Germany, revised 01 Jan 2014.
    13. Mauro Pisu, 2008. "Export destinations and learning-by-exporting : Evidence from Belgium," Working Paper Research 140, National Bank of Belgium.
    14. Richard Harris & John Moffat, 2011. "R&D, Innovation and Exporting," SERC Discussion Papers 0073, Centre for Economic Performance, LSE.
    15. Aleksandra Parteka & Joanna Wolszczak-Derlacz, 2013. "The Impact of Trade Integration with the European Union on Productivity in a Posttransition Economy: The Case of Polish Manufacturing Sectors," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 49(2), pages 84-104, March.
    16. Pierluigi Montalbano & Silvia Nenci & Carlo Pietrobelli, 2018. "Opening and linking up: firms, GVCs, and productivity in Latin America," Small Business Economics, Springer, vol. 50(4), pages 917-935, April.
    17. Jingfang Zhang & Emir Malikov, 2023. "Detecting Learning by Exporting and from Exporters," Journal of Productivity Analysis, Springer, vol. 60(1), pages 1-19, August.
    18. Idris, Bochra & Saridakis, George & Khan, Zaheer, 2022. "The Effect of Outward and Inward Internationalisation on Different Types of Innovation: Evidence from UK SMEs," Journal of International Management, Elsevier, vol. 28(2).
    19. Claudio Fassio, 2018. "Export-led innovation: the role of export destinations," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(1), pages 149-171.
    20. 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.

    More about this item

    Keywords

    Export heterogeneity; Innovation; R&D; Process exports;
    All these keywords.

    JEL classification:

    • F19 - International Economics - - Trade - - - Other
    • F61 - International Economics - - Economic Impacts of Globalization - - - Microeconomic Impacts
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

    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:spr:empeco:v:55:y:2018:i:3:d:10.1007_s00181-017-1312-8. 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.