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Estimating the effects of robotization on exports

Author

Listed:
  • Ndubuisi, Gideon

    (UNU-MERIT)

  • Avenyo, Elvis

    (UNU-MERIT)

Abstract
Digitalization and robotization are two essential aspects of modern technological advancement. Albeit, the former has gained scholastic attention of empirical trade economists, the latter has not. This paper, therefore, examines the impact of robotization on trade. Specifically, we estimate empirically the effect of robotization on total exports, and further examine its effect on the different export margins. We find robust evidence that robotization increases total exports, and this effect works both along the extensive (number of exported product varieties) and intensive margins (average value of exported product variety). Results obtained using the volume and price of exports suggest that the positive effect of robotization on the intensive margin is driven by increases in both the quantity and unit prices of exports. Redefining the margins as the number of market destinations and the number of product by market destination, our results also show a positive effect of robotization.

Suggested Citation

  • Ndubuisi, Gideon & Avenyo, Elvis, 2018. "Estimating the effects of robotization on exports," MERIT Working Papers 2018-046, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    • Handle: RePEc:unm:unumer:2018046
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    File URL: https://unu-merit.nl/publications/wppdf/2018/wp2018-046.pdf
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    References listed on IDEAS

    as
    1. Ilke Van Beveren & Hylke Vandenbussche, 2010. "Product and process innovation and firms' decision to export," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 13(1), pages 3-24.
    2. Joseph Zeira, 1998. "Workers, Machines, and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1091-1117.
    3. Neil Foster-McGregor & Michael Landesmann & Isilda Mara, 2018. "Migration and FDI Flows," wiiw Working Papers 141, The Vienna Institute for International Economic Studies, wiiw.
    4. Francesco Chiacchio & Georgios Petropoulos & David Pichler, 2018. "The impact of industrial robots on EU employment and wages- A local labour market approach," Working Papers 25186, Bruegel.
    5. David Autor & Anna Salomons, 2018. "Is Automation Labor-Displacing? Productivity Growth, Employment, and the Labor Share," NBER Working Papers 24871, National Bureau of Economic Research, Inc.
    6. Christopher Adam & David Cobham, 2007. "Exchange Rate Regimes And Trade," Manchester School, University of Manchester, vol. 75(s1), pages 44-63, September.
    7. Grossman, Gene M & Helpman, Elhanan, 1989. "Product Development and International Trade," Journal of Political Economy, University of Chicago Press, vol. 97(6), pages 1261-1283, December.
    8. Harrigan, James, 1997. "Technology, Factor Supplies, and International Specialization: Estimating the Neoclassical Model," American Economic Review, American Economic Association, vol. 87(4), pages 475-494, September.
    9. Georg Graetz & Guy Michaels, 2018. "Robots at Work," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 753-768, December.
    10. J. M. C. Santos Silva & Silvana Tenreyro, 2015. "Trading Partners and Trading Volumes: Implementing the Helpman–Melitz–Rubinstein Model Empirically," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(1), pages 93-105, February.
    11. Wei-Chih Chen, 2013. "The Extensive and Intensive Margins of Exports: The Role of Innovation," The World Economy, Wiley Blackwell, vol. 36(5), pages 607-635, May.
    12. Richard Baldwin & Daria Taglioni, 2006. "Gravity for Dummies and Dummies for Gravity Equations," NBER Working Papers 12516, National Bureau of Economic Research, Inc.
    13. Faqin Lin, 2015. "Estimating the effect of the Internet on international trade," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 24(3), pages 409-428, April.
    14. Dutt, Pushan & Mihov, Ilian & Van Zandt, Timothy, 2013. "The effect of WTO on the extensive and the intensive margins of trade," Journal of International Economics, Elsevier, vol. 91(2), pages 204-219.
    15. Gómez, Jaime & Vargas, Pilar, 2012. "Intangible resources and technology adoption in manufacturing firms," Research Policy, Elsevier, vol. 41(9), pages 1607-1619.
    16. Martinez-Zarzoso Inma & Márquez-Ramos Laura, 2008. "The Effect of Trade Facilitation on Sectoral Trade," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 8(1), pages 1-46, September.
    17. Georg Graetz & Guy Michaels, 2017. "Is Modern Technology Responsible for Jobless Recoveries?," American Economic Review, American Economic Association, vol. 107(5), pages 168-173, May.
    18. Philippe Aghion & Benjamin F. Jones & Charles I. Jones, 2018. "Artificial Intelligence and Economic Growth," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 237-282, National Bureau of Economic Research, Inc.
    19. Debeare, Peter, 2003. "Relative Factor Abundance and Trade," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 589-610, June.
    20. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    21. Javier Barbero & Ernesto Rodriguez‐Crespo, 2018. "The effect of broadband on European Union trade: A regional spatial approach," The World Economy, Wiley Blackwell, vol. 41(11), pages 2895-2913, November.
    22. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders and Product Cycles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 557-586.
    23. Giovanni Dosi & Keith Pavitt & Luc Soete, 1990. "The Economics of Technical Change and International Trade," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1990, November.
    24. Sascha Becker & Peter Egger, 2013. "Endogenous product versus process innovation and a firm’s propensity to export," Empirical Economics, Springer, vol. 44(1), pages 329-354, February.
    25. Gourdon, Julien, 2009. "Explaining Trade Flows: Traditional and New Determinants of Trade Patterns," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 24, pages 53-86.
    26. Ndubuisi, Gideon & Foster-McGregor, Neil, 2018. "Domestic intellectual property rights protection and the margins of bilateral exports," MERIT Working Papers 2018-035, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    27. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 441-487.
    28. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    29. Beverelli, Cosimo & Neumueller, Simon & Teh, Robert, 2015. "Export Diversification Effects of the WTO Trade Facilitation Agreement," World Development, Elsevier, vol. 76(C), pages 293-310.
    30. Freund, Caroline L. & Weinhold, Diana, 2004. "The effect of the Internet on international trade," Journal of International Economics, Elsevier, vol. 62(1), pages 171-189, January.
    31. Fagerberg, Jan, 1988. "International Competitiveness: Errata," Economic Journal, Royal Economic Society, vol. 98(393), pages 1203-1203, December.
    32. Eric Bartelsman & George Van Leeuwen & Henry Nieuwenhuijsen, 1998. "Adoption Of Advanced Manufacturing Technology And Firm Performance In The Netherlands," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 6(4), pages 291-312.
    33. Giovanni Amendola & Giovanni Dosi & Erasmo Papagni, 1993. "The dynamics of international competitiveness," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 129(3), pages 451-471, September.
    34. John R. Baldwin & David Sabourin, 2002. "Advanced technology use and firm performance in Canadian manufacturing in the 1990s," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(4), pages 761-789, August.
    35. Baier, Scott L. & Bergstrand, Jeffrey H., 2009. "Bonus vetus OLS: A simple method for approximating international trade-cost effects using the gravity equation," Journal of International Economics, Elsevier, vol. 77(1), pages 77-85, February.
    36. Stoneman, Paul & Kwon, Myung Joong, 1996. "Technology Adoption and Firm Profitability," Economic Journal, Royal Economic Society, vol. 106(437), pages 952-962, July.
    37. Markusen, James R & Svensson, Lars E O, 1985. "Trade in Goods and Factors with International Differences in Technology," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(1), pages 175-192, February.
    38. Daron Acemoglu & Pascual Restrepo, 2017. "Robots and Jobs: Evidence from US Labor Markets," Boston University - Department of Economics - Working Papers Series dp-297, Boston University - Department of Economics.
    39. Fagerberg, Jan, 1988. "International Competitiveness," Economic Journal, Royal Economic Society, vol. 98(391), pages 355-374, June.
    40. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    41. Dollar, David, 1993. "Technological Differences as a," American Economic Review, American Economic Association, vol. 83(2), pages 431-435, May.
    42. J. C. Somers, 1962. "Impact of Technology on International Trade," American Journal of Economics and Sociology, Wiley Blackwell, vol. 21(1), pages 69-69, January.
    43. Trefler, Daniel, 1995. "The Case of the Missing Trade and Other Mysteries," American Economic Review, American Economic Association, vol. 85(5), pages 1029-1046, December.
    44. Christopher Adam & David Cobham, 2007. "Modelling multilateral trade resistance in a gravity model with exchange rate regimes," CDMA Conference Paper Series 0702, Centre for Dynamic Macroeconomic Analysis.
    45. 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.
    46. M. V. Posner, 1961. "International Trade And Technical Change," Oxford Economic Papers, Oxford University Press, vol. 13(3), pages 323-341.
    47. Kroll, Henning & Horvat, Djerdj & Jäger, Angela, 2018. "Effects of automatisation and digitalisation on manufacturing companies' production efficiency and innovation performance," Discussion Papers "Innovation Systems and Policy Analysis" 58, Fraunhofer Institute for Systems and Innovation Research (ISI).
    48. Ilke Van Beveren & Hylke Vandenbussche, 2010. "Product and process innovation and firms' decision to export," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 13(1), pages 3-24.
    49. Julien Gourdon, 2011. "Explaining Trade Flows: Traditional and New Determinants of Trade Patterns," Working Papers halshs-00557125, HAL.
    50. Bourke, Jane & Roper, Stephen, 2016. "AMT adoption and innovation: An investigation of dynamic and complementary effects," Technovation, Elsevier, vol. 55, pages 42-55.
    51. Antoine Magnier & Joël Toujas-Bernate, 1994. "Technology and trade: Empirical evidences for the major five industrialized countries," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 130(3), pages 494-520, September.
    52. Anwesha Aditya & Rajat Acharyya, 2013. "Export diversification, composition, and economic growth: Evidence from cross-country analysis," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 22(7), pages 959-992, October.
    53. Nomaler, Onder & Verspagen, Bart, 2018. "Perpetual growth, distribution, and robots," MERIT Working Papers 2018-023, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    54. repec:bin:bpeajo:v:49:y:2019:i:2018-01:p:1-87 is not listed on IDEAS
    55. Ronald Findlay & Harry Grubert, 1959. "Factor Intensities, Technological Progress, And The Terms Of Trade," Oxford Economic Papers, Oxford University Press, vol. 11(1), pages 111-121.
    56. repec:wsr:wpaper:y:2015:i:137 is not listed on IDEAS
    57. Stern, Robert M. & Maskus, Keith E., 1981. "Determinants of the structure of U.S. foreign trade, 1958-1976," Journal of International Economics, Elsevier, vol. 11(2), pages 207-224, May.
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    More about this item

    Keywords

    Robotization; Exports; Extensive and Intensive Margins;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology

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