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Do data policy restrictions impact the productivity performance of firms and industries?

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  • Martina Francesca Ferracane
  • Janez Kren
  • Erik van der Marel

Abstract

This paper examines how policies regulating the cross‐border movement and domestic use of electronic data on the internet impact the productivity of firms in sectors relying on electronic data. In doing so, we collect regulatory information on a group of developed economies and create an index that measures the regulatory restrictiveness of each country's data policies. The index is based on observable policy measures that explicitly inhibit the cross‐border movement and domestic use of data. Using cross‐country firm‐level and industry‐level data, we analyse econometrically the extent to which these data regulations over time impact the productivity performance of downstream firms and industries, respectively. We show that stricter data policies have a negative and significant impact on the performance of downstream firms in sectors reliant on electronic data. This adverse effect is stronger for countries with strong technology networks, for servicified firms, and holds for several robustness checks.

Suggested Citation

  • 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.
  • Handle: RePEc:bla:reviec:v:28:y:2020:i:3:p:676-722
    DOI: 10.1111/roie.12467
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    Cited by:

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    3. Xie, Xiaoyu & Guo, Kaige, 2024. "How does productive service agglomeration promote manufacturing servitisation from an innovation perspective?," International Review of Financial Analysis, Elsevier, vol. 92(C).
    4. Erik van der Marel, 2020. "Sources of Comparative Advantage in Data-Related Services," RSCAS Working Papers 2020/30, European University Institute.
    5. 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.
    6. Jeongmeen Suh & Jaeyoun Roh, 2023. "The effects of digital trade policies on digital trade," The World Economy, Wiley Blackwell, vol. 46(8), pages 2383-2407, August.
    7. Ferracane,Martina Francesca & Van Der Marel,Erik Leendert, 2020. "Digital Innovation in East Asia : Do Restrictive Data Policies Matter," Policy Research Working Paper Series 9124, The World Bank.
    8. Yu, Huan & Yao, Li, 2024. "The impact of digital trade regulation on the manufacturing position in the GVC," Economic Modelling, Elsevier, vol. 135(C).
    9. Shuang Hao & Zhi Chen & Chien-Chih Wang & Che-Yu Hung, 2023. "Impact of Digital Service Trade Barriers and Cross-Border Digital Service Inputs on Economic Growth," Sustainability, MDPI, vol. 15(19), pages 1-20, October.
    10. Lingduo Jiang & Shuangshuang Liu & Guofeng Zhang, 2022. "Digital trade barriers and export performance: Evidence from China," Southern Economic Journal, John Wiley & Sons, vol. 88(4), pages 1401-1430, April.
    11. Martina Francesca Ferracane & Erik van der Marel, 2021. "Regulating Personal Data," World Bank Publications - Reports 35308, The World Bank Group.
    12. Tao Jiang & Yizhu Hu & Fazli Haleem & Shaolong Zeng, 2023. "Do Digital Trade Rules Matter? Empirical Evidence from TAPED," Sustainability, MDPI, vol. 15(11), pages 1-19, June.
    13. Martina Francesca Ferracane & Erik van der Marel, 2020. "Patterns of trade restrictiveness in online platforms: A first look," The World Economy, Wiley Blackwell, vol. 43(11), pages 2932-2959, November.
    14. Ma, Shuzhong & Huang, Sishi & Wu, Peng, 2024. "Data policy restrictions and cross-border E-commerce: Evidence from China," Journal of Asian Economics, Elsevier, vol. 95(C).
    15. Jörg Mayer, 2021. "Development strategies for middle‐income countries in a digital world—Insights from modern trade economics," The World Economy, Wiley Blackwell, vol. 44(9), pages 2515-2546, September.
    16. Chen, Hongze & Li, Conggang & Liu, Jiatao & Xu, Rong, 2025. "Navigating digital frontiers: The impact of China's cybersecurity law on corporate digital innovation," International Review of Financial Analysis, Elsevier, vol. 103(C).
    17. Qinqin Wu & Mengjie Bi & Faiza Siddiqui & Yao Tang, 2023. "Assessing the Impact of Digital Trade on Enterprise Competitiveness: Evidence from Chinese A-Share Listed Companies," Journal of Industry, Competition and Trade, Springer, vol. 23(3), pages 329-362, December.
    18. Richard Pomfret, 2020. "Global Production Networks, New Trade Technologies and the Challenge for International Institutions," Foreign Trade Review, , vol. 55(1), pages 21-41, February.
    19. Erik van der Marel, 2021. "Digital‐based Services Globalization and Multilateral Trade Cooperation," Global Policy, London School of Economics and Political Science, vol. 12(3), pages 392-398, May.
    20. Erik Marel & Martina Francesca Ferracane, 2021. "Do data policy restrictions inhibit trade in services?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(4), pages 727-776, November.
    21. Tan, Weijie & Tang, Qiuyu & Sun, Wanting & Du, Xuanyu, 2025. "Unintended consequences: Examining the effects of government digital regulation on corporate fintech innovation in China," Emerging Markets Review, Elsevier, vol. 64(C).
    22. Yoko Konishi & Takashi Saito, 2020. "Total Factor Productivity Changes in Japanese Small and Medium-Sized Enterprises in 1982–2016: Suggestive Indications of an IT Revolution?," Asian Economic Papers, MIT Press, vol. 19(3), pages 21-37, Fall.

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