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Robots and export quality

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  • DeStefano, Timothy
  • Timmis, Jonathan

Abstract

Robots are becoming a key part of manufacturing in developed and emerging economies. This paper examines how automation can affect international trade through quality upgrading. The effects of robot use on export quality are estimated, by combining cross-country and cross-industry data on industrial robots with detailed Harmonized System 10-digit trade data. Robot diffusion in (preexisting) foreign customers is used as an instrumental variable to predict robot adoption in the home country-industry. The findings show that robot diffusion increases the quality of exported products. Quality improvements are predominantly driven by upgrading of (initially) lower-quality exports of developed and developing countries. Since developing countries tend to export lower quality goods, we find stronger effects overall for developing economies. The paper also finds some differences in the type of robots – sophisticated or more basic – are associated with quality gains in developing and developed economies.

Suggested Citation

  • DeStefano, Timothy & Timmis, Jonathan, 2024. "Robots and export quality," Journal of Development Economics, Elsevier, vol. 168(C).
  • Handle: RePEc:eee:deveco:v:168:y:2024:i:c:s0304387823002043
    DOI: 10.1016/j.jdeveco.2023.103248
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    1. Jesse Perla & Christopher Tonetti & Michael E. Waugh, 2021. "Equilibrium Technology Diffusion, Trade, and Growth," American Economic Review, American Economic Association, vol. 111(1), pages 73-128, January.
    2. Jay Dixon & Bryan Hong & Lynn Wu, 2021. "The Robot Revolution: Managerial and Employment Consequences for Firms," Management Science, INFORMS, vol. 67(9), pages 5586-5605, September.
    3. Nicholas Bloom & Mirko Draca & John Van Reenen, 2016. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 87-117.
    4. Anders Akerman & Ingvil Gaarder & Magne Mogstad, 2015. "The Skill Complementarity of Broadband Internet," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1781-1824.
    5. 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.
    6. Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2012. "Americans Do IT Better: US Multinationals and the Productivity Miracle," American Economic Review, American Economic Association, vol. 102(1), pages 167-201, February.
    7. Christian Henn & Chris Papageorgiou & Jose Manuel Romero & Nikola Spatafora, 2020. "Export Quality in Advanced and Developing Economies: Evidence from a New Data Set," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 68(2), pages 421-451, June.
    8. Brooks, Eileen L., 2006. "Why don't firms export more? Product quality and Colombian plants," Journal of Development Economics, Elsevier, vol. 80(1), pages 160-178, June.
    9. Ekholm, Karolina & Midelfart, Karen Helene, 2005. "Relative wages and trade-induced changes in technology," European Economic Review, Elsevier, vol. 49(6), pages 1637-1663, August.
    10. Matthieu Crozet & Keith Head & Thierry Mayer, 2012. "Quality Sorting and Trade: Firm-level Evidence for French Wine," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(2), pages 609-644.
    11. Andrei A. Levchenko, 2007. "Institutional Quality and International Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(3), pages 791-819.
    12. 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.
    13. Mary Amiti & Amit K. Khandelwal, 2013. "Import Competition and Quality Upgrading," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 476-490, May.
    14. Iacovone, Leonardo & Javorcik, Beata & Keller, Wolfgang & Tybout, James, 2015. "Supplier responses to Walmart's invasion in Mexico," Journal of International Economics, Elsevier, vol. 95(1), pages 1-15.
    15. repec:clu:wpaper:0708-12 is not listed on IDEAS
    16. Beata S. Javorcik & Mariana Spatareanu, 2009. "Tough Love: Do Czech Suppliers Learn from their Relationships with Multinationals?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 111(4), pages 811-833, December.
    17. Kalina Manova & Zhiwei Zhang, 2012. "Export Prices Across Firms and Destinations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 379-436.
    18. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    19. 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.
    20. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    21. 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.
    22. Arnaud Costinot & Jonathan Vogel & Su Wang, 2013. "An Elementary Theory of Global Supply Chains," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(1), pages 109-144.
    23. Rauch, James E., 1999. "Networks versus markets in international trade," Journal of International Economics, Elsevier, vol. 48(1), pages 7-35, June.
    24. Daron Acemoglu & Claire Lelarge & Pascual Restrepo, 2020. "Competing with Robots: Firm-Level Evidence from France," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 383-388, May.
    25. Haichao Fan & Yao Amber Li & Stephen R. Yeaple, 2015. "Trade Liberalization, Quality, and Export Prices," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 1033-1051, December.
    26. , & Stiebale, Joel & Woessner, Nicole, 2020. "Robots and the rise of European superstar firms," CEPR Discussion Papers 15080, C.E.P.R. Discussion Papers.
    27. repec:lic:licosd:24909 is not listed on IDEAS
    28. David H. Autor & David Dorn & Gordon H. Hanson & Jae Song, 2014. "Trade Adjustment: Worker-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1799-1860.
    29. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    30. David Atkin & Amit K. Khandelwal & Adam Osman, 2017. "Exporting and Firm Performance: Evidence from a Randomized Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 551-615.
    31. Dachs, Bernhard & Kinkel, Steffen & Jäger, Angela, 2019. "Bringing it all back home? Backshoring of manufacturing activities and the adoption of Industry 4.0 technologies," Journal of World Business, Elsevier, vol. 54(6), pages 1-1.
    32. Pinelopi Goldberg & Amit Khandelwal & Nina Pavcnik & Petia Topalova, 2009. "Trade Liberalization and New Imported Inputs," American Economic Review, American Economic Association, vol. 99(2), pages 494-500, May.
    33. Paulo Bastos & Joana Silva & Eric Verhoogen, 2018. "Export Destinations and Input Prices," American Economic Review, American Economic Association, vol. 108(2), pages 353-392, February.
    34. Breinlich, Holger & Dhingra, Swati & Ottaviano, Gianmarco I. P., 2016. "How have EU’s trade agreements impacted consumers?," LSE Research Online Documents on Economics 66434, London School of Economics and Political Science, LSE Library.
    35. Haichao Fan & Yao Amber Li & Stephen R. Yeaple, 2015. "Trade Liberalization, Quality, and Export Prices," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 1033-1051, December.
    36. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    37. Juan Carlos Hallak, 2010. "A Product-Quality View of the Linder Hypothesis," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 453-466, August.
    38. Alla Lileeva & Daniel Trefler, 2010. "Improved Access to Foreign Markets Raises Plant-level Productivity…For Some Plants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1051-1099.
    39. Danny Leung, 2004. "The Effect of Adjustment Costs and Organizational Change on Productivity in Canada: Evidence from Aggregate Data," International Productivity Monitor, Centre for the Study of Living Standards, vol. 9, pages 52-61, Fall.
    40. Hong Cheng & Ruixue Jia & Dandan Li & Hongbin Li, 2019. "The Rise of Robots in China," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 71-88, Spring.
    41. Fernandes, Ana M. & Mattoo, Aaditya & Nguyen, Huy & Schiffbauer, Marc, 2019. "The internet and Chinese exports in the pre-ali baba era," Journal of Development Economics, Elsevier, vol. 138(C), pages 57-76.
    42. Krenz, Astrid & Prettner, Klaus & Strulik, Holger, 2021. "Robots, reshoring, and the lot of low-skilled workers," European Economic Review, Elsevier, vol. 136(C).
    43. Maria Bas & Vanessa Strauss-Kahn, 2013. "Input-Trade Liberalization, Export Prices and Quality Upgrading," Working Papers hal-03460775, HAL.
    44. 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.
    45. Richard Kneller & Jonathan Timmis, 2016. "ICT and Exporting: The Effects of Broadband on the Extensive Margin of Business Service Exports," Review of International Economics, Wiley Blackwell, vol. 24(4), pages 757-796, September.
    46. de Vries, Gaaitzen J. & Gentile, Elisabetta & Miroudot, Sébastien & Wacker, Konstantin M., 2020. "The rise of robots and the fall of routine jobs," Labour Economics, Elsevier, vol. 66(C).
    47. 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.
    48. Justin R. Pierce & Peter K. Schott, 2009. "A Concordance Between Ten-Digit U.S. Harmonized System Codes and SIC/NAICS Product Classes and Industries," NBER Working Papers 15548, National Bureau of Economic Research, Inc.
    49. Wolfgang Dauth & Sebastian Findeisen & Jens Suedekum & Nicole Woessner, 2021. "The Adjustment of Labor Markets to Robots [“Skills, Tasks and Technologies: Implications for Employment and Earnings]," Journal of the European Economic Association, European Economic Association, vol. 19(6), pages 3104-3153.
    50. Amit K. Khandelwal & Peter K. Schott & Shang-Jin Wei, 2013. "Trade Liberalization and Embedded Institutional Reform: Evidence from Chinese Exporters," American Economic Review, American Economic Association, vol. 103(6), pages 2169-2195, October.
    51. Javorcik, Beata & Sawada, Naotaka, 2018. "The ISO 9000 certification: Little pain, big gain?," European Economic Review, Elsevier, vol. 105(C), pages 103-114.
    52. Maurice Kugler & Eric Verhoogen, 2012. "Prices, Plant Size, and Product Quality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 307-339.
    53. Finkelstein Shapiro, Alan & Mandelman, Federico S., 2021. "Digital adoption, automation, and labor markets in developing countries," Journal of Development Economics, Elsevier, vol. 151(C).
    54. Lene Kromann & Nikolaj Malchow-Møller & Jan Rose Skaksen & Anders Sørensen, 2020. "Automation and productivity—a cross-country, cross-industry comparison," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(2), pages 265-287.
    55. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    56. Matej Bajgar & Beata Javorcik, 2020. "Climbing the Rungs of the Quality Ladder: FDI and Domestic Exporters in Romania," The Economic Journal, Royal Economic Society, vol. 130(628), pages 937-955.
    57. Peter K. Schott, 2004. "Across-Product Versus Within-Product Specialization in International Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(2), pages 647-678.
    58. Beata S. Javorcik & Mariana Spatareanu, 2009. "Tough Love: Do Czech Suppliers Learn from their Relationships with Multinationals?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 111(4), pages 811-833, December.
    59. Charles Cadestin & Koen De Backer & Isabelle Desnoyers-James & Sébastien Miroudot & Davide Rigo & Ming Ye, 2018. "Multinational enterprises and global value chains: the OECD analytical AMNE database," OECD Trade Policy Papers 211, OECD Publishing.
    60. Chiara Criscuolo & Jonathan Timmis, 2017. "The Relationship Between Global Value Chains and Productivity," International Productivity Monitor, Centre for the Study of Living Standards, vol. 32, pages 61-83, Spring.
    61. Bastos, Paulo, 2020. "Exposure of belt and road economies to China trade shocks," Journal of Development Economics, Elsevier, vol. 145(C).
    62. Bas, Maria & Strauss-Kahn, Vanessa, 2015. "Input-trade liberalization, export prices and quality upgrading," Journal of International Economics, Elsevier, vol. 95(2), pages 250-262.
    63. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    64. Lucia Foster & John C. Haltiwanger & C. J. Krizan, 2001. "Aggregate Productivity Growth: Lessons from Microeconomic Evidence," NBER Chapters, in: New Developments in Productivity Analysis, pages 303-372, National Bureau of Economic Research, Inc.
    65. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-528, June.
    66. repec:dgr:rugggd:gd-79 is not listed on IDEAS
    67. Baier, Scott L. & Bergstrand, Jeffrey H., 2007. "Do free trade agreements actually increase members' international trade?," Journal of International Economics, Elsevier, vol. 71(1), pages 72-95, March.
    68. repec:hal:pseose:hal-00610947 is not listed on IDEAS
    69. Juan Carlos Hallak & Peter K. Schott, 2011. "Estimating Cross-Country Differences in Product Quality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 417-474.
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    More about this item

    Keywords

    Robots; Automation; Quality; Upgrading; Trade; Global value chains; Development;
    All these keywords.

    JEL classification:

    • F1 - International Economics - - Trade
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • L15 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Information and Product Quality
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

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