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Regulating Personal Data : Data Models and Digital Services Trade

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  • Ferracane,Martina Francesca
  • Van Der Marel,Erik Leendert

Abstract

While regulations on personal data diverge widely between countries, it is nonetheless possible to identify three main models based on their distinctive features: one model based on open transfers and processing of data, a second model based on conditional transfers and processing, and third a model based on limited transfers and processing. These three data models have become a reference for many other countries when defining their rules on the cross-border transfer and domestic processing of personal data. The study reviews their main characteristics and systematically identifies for 116 countries worldwide to which model they adhere for the two components of data regulation (i.e. cross-border transfers and domestic processing of data). In a second step, using gravity analysis, the study estimates whether countries sharing the same data model exhibit higher or lower digital services trade compared to countries with different regulatory data models. The results show that sharing the open data model for cross-border data transfers is positively associated with trade in digital services, while sharing the conditional model for domestic data processing is also positively correlated with trade in digital services. Country-pairs sharing the limited model, instead, exhibit a double whammy: they show negative trade correlations throughout the two components of data regulation. Robustness checks control for restrictions in digital services, the quality of digital infrastructure, as well as for the use of alternative data sources.

Suggested Citation

  • Ferracane,Martina Francesca & Van Der Marel,Erik Leendert, 2021. "Regulating Personal Data : Data Models and Digital Services Trade," Policy Research Working Paper Series 9596, The World Bank.
  • Handle: RePEc:wbk:wbrwps:9596
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    as
    1. Anderson, James & Larch, Mario & Yotov, Yoto, 2015. "Growth and Trade with Frictions: A Structural Estimation Framework," School of Economics Working Paper Series 2015-2, LeBow College of Business, Drexel University.
    2. Meltzer, Joshua P., 2019. "Governing Digital Trade," World Trade Review, Cambridge University Press, vol. 18(S1), pages 23-48, April.
    3. Janos Ferencz, 2019. "The OECD Digital Services Trade Restrictiveness Index," OECD Trade Policy Papers 221, OECD Publishing.
    4. Yotov, Yoto V., 2012. "A simple solution to the distance puzzle in international trade," Economics Letters, Elsevier, vol. 117(3), pages 794-798.
    5. Anderson, James E. & Borchert, Ingo & Mattoo, Aaditya & Yotov, Yoto V., 2018. "Dark costs, missing data: Shedding some light on services trade," European Economic Review, Elsevier, vol. 105(C), pages 193-214.
    6. Martina Francesca Ferracane & Janez Kren & Erik van der Marel, 2020. "Do data policy restrictions impact the productivity performance of firms and industries?," Review of International Economics, Wiley Blackwell, vol. 28(3), pages 676-722, August.
    7. Andreas Lendle & Marcelo Olarreaga & Simon Schropp & Pierre‐Louis Vézina, 2016. "There Goes Gravity: eBay and the Death of Distance," Economic Journal, Royal Economic Society, vol. 126(591), pages 406-441, March.
    8. Fally, Thibault, 2015. "Structural gravity and fixed effects," Journal of International Economics, Elsevier, vol. 97(1), pages 76-85.
    9. Aaditya Mattoo & Joshua P Meltzer, 2018. "International Data Flows and Privacy: The Conflict and Its Resolution," Journal of International Economic Law, Oxford University Press, vol. 21(4), pages 769-789.
    10. 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.
    11. Martín Molinuevo & Sebastián Sáez, 2014. "Regulatory Assessment Toolkit : A Practical Methodology for Assessing Regulation on Trade and Investment in Services," World Bank Publications - Books, The World Bank Group, number 17255, December.
    12. Dai, Mian & Yotov, Yoto V. & Zylkin, Thomas, 2014. "On the trade-diversion effects of free trade agreements," Economics Letters, Elsevier, vol. 122(2), pages 321-325.
    13. Nivedita Sen, 2018. "Understanding the Role of the WTO in International Data Flows: Taking the Liberalization or the Regulatory Autonomy Path?," Journal of International Economic Law, Oxford University Press, vol. 21(2), pages 323-348.
    14. Henry Gao, 2018. "Digital or Trade? The Contrasting Approaches of China and US to Digital Trade," Journal of International Economic Law, Oxford University Press, vol. 21(2), pages 297-321.
    15. Susan Ariel Aaronson & Patrick Leblond, 2018. "Another Digital Divide: The Rise of Data Realms and its Implications for the WTO," Journal of International Economic Law, Oxford University Press, vol. 21(2), pages 245-272.
    16. Javier López González & Marie-Agnes Jouanjean, 2017. "Digital Trade: Developing a Framework for Analysis," OECD Trade Policy Papers 205, OECD Publishing.
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    Cited by:

    1. Gupta, Shagufta & Ghosh, Poulomi & Sridhar, V., 2022. "Impact of data trade restrictions on IT services export: A cross-country analysis," Telecommunications Policy, Elsevier, vol. 46(9).
    2. Bernard Hoekman & Martina Ferracane & Erik van der Marel van der Marel, 2023. "Digital Trade, Data Protection and EU Adequacy Decisions," RSCAS Working Papers 2023/37, European University Institute.
    3. ITO Banri & TOMIURA Eiichi, 2023. "Firm-level Determinants of Cross-border Data Flows: An econometric analysis based on a variable selection technique," Discussion papers 23052, Research Institute of Economy, Trade and Industry (RIETI).

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    More about this item

    Keywords

    International Trade and Trade Rules; Information Security&Privacy; Export Competitiveness; ICT Legal and Regulatory Framework; ICT Policy and Strategies; ICT Applications;
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