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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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    1. Hiau LooiKee & Alessandro Nicita & Marcelo Olarreaga, 2009. "Estimating Trade Restrictiveness Indices," Economic Journal, Royal Economic Society, vol. 119(534), pages 172-199, January.
    2. Erik Marel, 2017. "Explaining Export Performance through Inputs: Evidence from Aggregated Cross-country Firm-level Data," Review of Development Economics, Wiley Blackwell, vol. 21(3), pages 731-755, August.
    3. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
    4. Nathan Nunn, 2007. "Relationship-Specificity, Incomplete Contracts, and the Pattern of Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 569-600.
    5. Avi Goldfarb & Catherine Tucker, 2012. "Privacy and Innovation," NBER Chapters, in: Innovation Policy and the Economy, Volume 12, pages 65-89, National Bureau of Economic Research, Inc.
    6. Peter N. Gal & Alexander Hijzen, 2016. "The Short-Term Impact of Product Market Reforms: A cross-country firm-level analysis," IMF Working Papers 2016/116, International Monetary Fund.
    7. Erik van der Marel & Matthias Bauer & Hosuk Lee-Makiyama & Bert Verschelde, 2016. "A methodology to estimate the costs of data regulations," International Economics, CEPII research center, issue 146, pages 12-39.
    8. Chang-Tai Hsieh & Peter J. Klenow, 2014. "The Life Cycle of Plants in India and Mexico," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1035-1084.
    9. Duggan, Victor & Rahardja, Sjamsu & Varela, Gonzalo, 2013. "Service sector reform and manufacturing productivity : evidence from Indonesia," Policy Research Working Paper Series 6349, The World Bank.
    10. Rachel Griffith & Stephen Redding & Helen Simpson, 2004. "Foreign Ownership and Productivity: New Evidence from the Service Sector and the R&D Lab," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(3), pages 440-456, Autumn.
    11. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    12. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    13. Andrew B. Bernard & Jonathan Eaton & J. Bradford Jensen & Samuel Kortum, 2003. "Plants and Productivity in International Trade," American Economic Review, American Economic Association, vol. 93(4), pages 1268-1290, September.
    14. Beverelli, Cosimo & Fiorini, Matteo & Hoekman, Bernard, 2017. "Services trade policy and manufacturing productivity: The role of institutions," Journal of International Economics, Elsevier, vol. 104(C), pages 166-182.
    15. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    16. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    17. Fernandes, Ana M. & Paunov, Caroline, 2012. "Foreign direct investment in services and manufacturing productivity: Evidence for Chile," Journal of Development Economics, Elsevier, vol. 97(2), pages 305-321.
    18. Avi Goldfarb & Daniel Trefler, 2018. "AI and International Trade," NBER Working Papers 24254, National Bureau of Economic Research, Inc.
    19. Dale W. Jorgenson & Mun S. Ho & Jon D. Samuels, 2012. "Information Technology and US Productivity Growth: Evidence from a Prototype Industry Production Account," Chapters, in: Matilde Mas & Robert Stehrer (ed.), Industrial Productivity in Europe, chapter 2, Edward Elgar Publishing.
    20. Van Der Marel,Erik Leendert & Kren,Janez & Iootty De Paiva Dias,Mariana, 2016. "Services in the European Union : what kinds of regulatory policies enhance productivity ?," Policy Research Working Paper Series 7919, The World Bank.
    21. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    22. Sébastien Miroudot & Charles Cadestin, 2017. "Services In Global Value Chains: From Inputs to Value-Creating Activities," OECD Trade Policy Papers 197, OECD Publishing.
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    Cited by:

    1. 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.
    2. 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.
    3. Erik van der Marel, 2020. "Sources of Comparative Advantage in Data-Related Services," RSCAS Working Papers 2020/30, European University Institute.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    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. 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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