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Double whammy? Trade and automation in engineering services

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  • Franziska Klügl
  • Hildegunn Kyvik Nordås

Abstract

This paper studies the role of trade for the joint uptake of AI‐enabled automation in manufacturing and engineering. It develops an agent‐based model (ABM) where the agents are heterogeneous manufacturers and engineering firms. The ABM features two technology‐related business models: engineering as a face‐to‐face consultancy service and engineering as automated software. The software adoption rate follows an S‐shaped curve for manufacturers and a boom and bust cycle for engineers. In the early phase, shortage of engineers constrains AI uptake, while engineers become abundant when AI is fully adopted. Trade affects the cut‐off productivity level at which manufacturers switch technology, the shape of the adoption rate curve, and the incentives for engineers to develop software. Bulky transactions and different productivity distributions across countries are drivers of trade in their own right.

Suggested Citation

  • Franziska Klügl & Hildegunn Kyvik Nordås, 2024. "Double whammy? Trade and automation in engineering services," Review of International Economics, Wiley Blackwell, vol. 32(4), pages 1493-1520, September.
    • Handle: RePEc:bla:reviec:v:32:y:2024:i:4:p:1493-1520
    DOI: 10.1111/roie.12743
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    1. Nathan Goldschlag & Javier Miranda, 2020. "Business dynamics statistics of High Tech industries," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(1), pages 3-30, January.
    2. Bulent Unel, 2013. "The Interaction Between Technology Adoption and Trade When Firms are Heterogeneous," Review of International Economics, Wiley Blackwell, vol. 21(4), pages 797-808, September.
    3. Stoneman, Paul & Kwon, Myung-Joong, 1994. "The Diffusion of Multiple Process Technologies," Economic Journal, Royal Economic Society, vol. 104(423), pages 420-431, March.
    4. Feenstra, Robert C., 2018. "Restoring the product variety and pro-competitive gains from trade with heterogeneous firms and bounded productivity," Journal of International Economics, Elsevier, vol. 110(C), pages 16-27.
    5. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2004. "Export Versus FDI with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 94(1), pages 300-316, March.
    6. Li, Dongkun & Chen, Yufeng & Miao, Jiafeng, 2022. "Does ICT create a new driving force for manufacturing?—Evidence from Chinese manufacturing firms," Telecommunications Policy, Elsevier, vol. 46(1).
    7. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    8. Markusen, James R, 1989. "Trade in Producer Services and in Other Specialized Intermediate Inputs," American Economic Review, American Economic Association, vol. 79(1), pages 85-95, March.
    9. Daron Acemoglu & David Autor & David Dorn & Gordon H. Hanson & Brendan Price, 2014. "Return of the Solow Paradox? IT, Productivity, and Employment in US Manufacturing," American Economic Review, American Economic Association, vol. 104(5), pages 394-399, May.
    10. Gallen, Trevor S., 2021. "Predicting and decomposing why representative agent and heterogeneous agent models sometimes diverge," Economic Modelling, Elsevier, vol. 101(C).
    11. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    12. James Bessen, 2002. "Technology Adoption Costs and Productivity Growth: The Transition to Information Technology," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(2), pages 443-469, April.
    13. Alekseeva, Liudmila & Azar, José & Giné, Mireia & Samila, Sampsa & Taska, Bledi, 2021. "The demand for AI skills in the labor market," Labour Economics, Elsevier, vol. 71(C).
    14. Chandan Sharma, 2014. "Imported Intermediate Inputs, R&D, and Productivity at Firm Level: Evidence from Indian Manufacturing Industries," The International Trade Journal, Taylor & Francis Journals, vol. 28(3), pages 246-263, March.
    15. László Halpern & Miklós Koren & Adam Szeidl, 2015. "Imported Inputs and Productivity," American Economic Review, American Economic Association, vol. 105(12), pages 3660-3703, December.
    16. Francois, Joseph F, 1990. "Producer Services, Scale, and the Division of Labor," Oxford Economic Papers, Oxford University Press, vol. 42(4), pages 715-729, October.
    17. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    18. Andrew Atkeson & Patrick J. Kehoe, 2007. "Modeling the Transition to a New Economy: Lessons from Two Technological Revolutions," American Economic Review, American Economic Association, vol. 97(1), pages 64-88, March.
    19. Diego Comin & Martí Mestieri, 2018. "If Technology Has Arrived Everywhere, Why Has Income Diverged?," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(3), pages 137-178, July.
    20. 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.
    21. Ann Bartel & Casey Ichniowski & Kathryn Shaw, 2007. "How Does Information Technology Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement, and Worker Skills," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1721-1758.
    22. Schaal, Edouard & Taschereau-Dumouchel, Mathieu, 2023. "Herding through booms and busts," Journal of Economic Theory, Elsevier, vol. 210(C).
    23. Bronwyn H. Hall & Beethika Khan, 2003. "Adoption of New Technology," NBER Working Papers 9730, National Bureau of Economic Research, Inc.
    24. 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.
    25. Stoneman, Paul & Kwon, Myung Joong, 1996. "Technology Adoption and Firm Profitability," Economic Journal, Royal Economic Society, vol. 106(437), pages 952-962, July.
    26. Katz, Michael L & Shapiro, Carl, 1986. "Technology Adoption in the Presence of Network Externalities," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 822-841, August.
    27. Martin Prause & Christina Günther, 2019. "Technology diffusion of Industry 4.0: an agent-based approach," International Journal of Computational Economics and Econometrics, Inderscience Enterprises Ltd, vol. 9(1/2), pages 29-48.
    28. 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.
    29. Erzo G. J. Luttmer, 2007. "Selection, Growth, and the Size Distribution of Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1103-1144.
    30. Alicia Rodríguez & María Jesús Nieto & Luis Santamaría, 2018. "International collaboration and innovation in professional and technological knowledge-intensive services," Industry and Innovation, Taylor & Francis Journals, vol. 25(4), pages 408-431, April.
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