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Estimating Digital Product Trade through Corporate Revenue Data

Author

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  • Viktor Stojkoski
  • Philipp Koch
  • Eva Coll
  • Cesar A. Hidalgo

Abstract

Despite global efforts to harmonize international trade statistics, our understanding of digital trade and its implications remains limited. Here, we introduce a method to estimate bilateral exports and imports for dozens of sectors starting from the corporate revenue data of large digital firms. This method allows us to provide estimates for digitally ordered and delivered trade involving digital goods (e.g. video games), productized services (e.g. digital advertising), and digital intermediation fees (e.g. hotel rental), which together we call digital products. We use these estimates to study five key aspects of digital trade. We find that, compared to trade in physical goods, digital product exports are more spatially concentrated, have been growing faster, and can offset trade balance estimates, like the United States trade deficit on physical goods. We also find that countries that have decoupled economic growth from greenhouse gas emissions tend to have larger digital exports and that digital products exports contribute positively to the complexity of economies. This method, dataset, and findings provide a new lens to understand the impact of international trade in digital products.

Suggested Citation

  • Viktor Stojkoski & Philipp Koch & Eva Coll & Cesar A. Hidalgo, 2023. "Estimating Digital Product Trade through Corporate Revenue Data," Papers 2310.02253, arXiv.org, revised Jun 2024.
  • Handle: RePEc:arx:papers:2310.02253
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    1. Thomas Chaney, 2014. "The Network Structure of International Trade," American Economic Review, American Economic Association, vol. 104(11), pages 3600-3634, November.
    2. Lane, Philip R. & Milesi-Ferretti, Gian Maria, 2002. "External wealth, the trade balance, and the real exchange rate," European Economic Review, Elsevier, vol. 46(6), pages 1049-1071, June.
    3. Olimpia Neagu, 2019. "The Link between Economic Complexity and Carbon Emissions in the European Union Countries: A Model Based on the Environmental Kuznets Curve (EKC) Approach," Sustainability, MDPI, vol. 11(17), pages 1-27, August.
    4. Romero, João P. & Gramkow, Camila, 2021. "Economic complexity and greenhouse gas emissions," World Development, Elsevier, vol. 139(C).
    5. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "Reprint of The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(8).
    6. Hartmann, Dominik & Guevara, Miguel R. & Jara-Figueroa, Cristian & Aristarán, Manuel & Hidalgo, César A., 2017. "Linking Economic Complexity, Institutions, and Income Inequality," World Development, Elsevier, vol. 93(C), pages 75-93.
    7. Javier López González & Silvia Sorescu & Pinar Kaynak, 2023. "Of bytes and trade: Quantifying the impact of digitalisation on trade," OECD Trade Policy Papers 273, OECD Publishing.
    8. Lapatinas, Athanasios, 2019. "The effect of the Internet on economic sophistication: An empirical analysis," Economics Letters, Elsevier, vol. 174(C), pages 35-38.
    9. Koch, Philipp, 2021. "Economic complexity and growth: Can value-added exports better explain the link?," Economics Letters, Elsevier, vol. 198(C).
    10. Robert C. Johnson, 2014. "Five Facts about Value-Added Exports and Implications for Macroeconomics and Trade Research," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 119-142, Spring.
    11. Paulo Gala & Igor Rocha & Guilherme Magacho, 2018. "The structuralist revenge: economic complexity as an important dimension to evaluate growth and development," Brazilian Journal of Political Economy, Center of Political Economy, vol. 38(2), pages 219-236.
    12. Hausmann, Ricardo & Hidalgo, Cesar, 2014. "The Atlas of Economic Complexity: Mapping Paths to Prosperity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262525429, April.
    13. Rose, Andrew K., 1990. "Exchange rates and the trade balance : Some evidence from developing countries," Economics Letters, Elsevier, vol. 34(3), pages 271-275, November.
    14. Viktor Stojkoski & Zoran Utkovski & Ljupco Kocarev, 2016. "The Impact of Services on Economic Complexity: Service Sophistication as Route for Economic Growth," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-29, August.
    15. Viktor Stojkoski & Philipp Koch & C'esar A. Hidalgo, 2022. "Multidimensional Economic Complexity and Inclusive Green Growth," Papers 2209.08382, arXiv.org, revised Apr 2023.
    16. Pierre-Alexandre Balland & Cristian Jara-Figueroa & Sergio G. Petralia & Mathieu P. A. Steijn & David L. Rigby & César A. Hidalgo, 2020. "Complex economic activities concentrate in large cities," Nature Human Behaviour, Nature, vol. 4(3), pages 248-254, March.
    17. Margarida Bandeira Morais & J. Swart & J.A. Jordaan, 2018. "Economic Complexity and Inequality: Does Productive Structure Affect Regional Wage Differentials in Brazil?," Working Papers 18-11, Utrecht School of Economics.
    18. repec:hal:spmain:info:hdl:2441/7an8r1ubqs93caeqs80puld0tp is not listed on IDEAS
    19. Janow, Merit E. & Mavroidis, Petros C., 2019. "Digital Trade, E-Commerce, the WTO and Regional Frameworks," World Trade Review, Cambridge University Press, vol. 18(S1), pages 1-7, April.
    20. Samuel Pinto Ribeiro & Stefano Menghinello & Koen De Backer, 2010. "The OECD ORBIS Database: Responding to the Need for Firm-Level Micro-Data in the OECD," OECD Statistics Working Papers 2010/1, OECD Publishing.
    21. Olugbenga Onafowora, 2003. "Exchange rate and trade balance in east asia: is there a J-curve?," Economics Bulletin, AccessEcon, vol. 5(18), pages 1-13.
    22. Wettstein, Steen & Liberatore, Antonella & Magdeleine, Joscelyn & Maurer, Andreas, 2019. "A Global Trade In Services Data Set by Sector and by Mode of Supply (TISMOS)," Conference papers 333058, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    23. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    24. Balland, Pierre-Alexandre & Broekel, Tom & Diodato, Dario & Giuliani, Elisa & Hausmann, Ricardo & O'Clery, Neave & Rigby, David, 2022. "The new paradigm of economic complexity," Research Policy, Elsevier, vol. 51(3).
    25. Juan Carlos Chávez & Marco T. Mosqueda & Manuel Gómez-Zaldívar, 2017. "Economic Complexity and Regional Growth Performance: Evidence from the Mexican Economy," The Review of Regional Studies, Southern Regional Science Association, vol. 47(2), pages 201-219, Summer.
    26. Matej Bajgar & Giuseppe Berlingieri & Sara Calligaris & Chiara Criscuolo & Jonathan Timmis, 2020. "Coverage and representativeness of Orbis data," OECD Science, Technology and Industry Working Papers 2020/06, OECD Publishing.
    27. Wu, Ya & Zhu, Qianwen & Zhu, Bangzhu, 2018. "Comparisons of decoupling trends of global economic growth and energy consumption between developed and developing countries," Energy Policy, Elsevier, vol. 116(C), pages 30-38.
    28. Keohane, Robert O., 1986. "Reciprocity in international relations," International Organization, Cambridge University Press, vol. 40(1), pages 1-27, January.
    29. Angelica Sbardella & Emanuele Pugliese & Luciano Pietronero, 2017. "Economic development and wage inequality: A complex system analysis," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-26, September.
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