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The Digital Economy and Productivity

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Abstract

After reviewing the state of digitalization---the use of digital information technology (IT) throughout the economy---we consider the slippery concept of a distinct digital economy and efforts to record it in national accounts. We then anchor the digital economy in a growth accounting framework, augmenting the conventional measure of the IT contribution to productivity---innovation in the production of IT capital plus labor-saving use of IT throughout the economy---with the contribution from the digital platforms that help users navigate the sprawling information landscape. We discuss the difficult measurement issues that thwart a full accounting of the scope and productivity of the digital economy remain. These include quantifying the intangible assets created by platforms and their users, measuring the consumption of intangible services provided by platforms---often provided for free---and identifying platforms within the existing statistical system, which does not treat their activity as a distinct industry.

Suggested Citation

  • David M. Byrne, 2022. "The Digital Economy and Productivity," Finance and Economics Discussion Series 2022-038, Board of Governors of the Federal Reserve System (U.S.).
  • Handle: RePEc:fip:fedgfe:2022-38
    DOI: 10.17016/FEDS.2022.038
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    1. Michael Ewens & Ryan H. Peters & Sean Wang, 2025. "Measuring Intangible Capital with Market Prices," Management Science, INFORMS, vol. 71(1), pages 407-427, January.
    2. Stephen D. Oliner & Daniel E. Sichel, 2000. "The Resurgence of Growth in the Late 1990s: Is Information Technology the Story?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 3-22, Fall.
    3. Makoto Ohta & Zvi Griliches, 1976. "Automobile Prices Revisited: Extensions of the Hedonic Hypothesis," NBER Chapters, in: Household Production and Consumption, pages 325-398, National Bureau of Economic Research, Inc.
    4. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    5. Ufuk Akcigit & Sina T. Ates, 2021. "Ten Facts on Declining Business Dynamism and Lessons from Endogenous Growth Theory," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(1), pages 257-298, January.
    6. Bart van Ark & Robert Inklaar & Robert H. McGuckin, 2003. "ICT and Productivity in Europe and the United States Where Do the Differences Come From?," CESifo Economic Studies, CESifo Group, vol. 49(3), pages 295-318.
    7. Shane Greenstein, 2020. "The Basic Economics of Internet Infrastructure," Journal of Economic Perspectives, American Economic Association, vol. 34(2), pages 192-214, Spring.
    8. Feenstra, Robert C, 1994. "New Product Varieties and the Measurement of International Prices," American Economic Review, American Economic Association, vol. 84(1), pages 157-177, March.
    9. David M. Byrne & Stephen D. Oliner & Daniel E. Sichel, 2013. "Is the Information Technology Revolution Over?," International Productivity Monitor, Centre for the Study of Living Standards, vol. 25, pages 20-36, Spring.
    10. David Byrne & Carol Corrado & Daniel Sichel, 2020. "The Rise of Cloud Computing: Minding Your Ps, Qs and Ks," NBER Chapters, in: Measuring and Accounting for Innovation in the Twenty-First Century, pages 519-551, National Bureau of Economic Research, Inc.
    11. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2019. "Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 31-50, Spring.
    12. Nadim Ahmad & Paul Schreyer, 2016. "Are GDP and Productivity Up to the Challenges of the Digital Economy?," International Productivity Monitor, Centre for the Study of Living Standards, vol. 30, pages 4-27, Spring.
    13. Austan Goolsbee & Peter J. Klenow, 2006. "Valuing Consumer Products by the Time Spent Using Them: An Application to the Internet," American Economic Review, American Economic Association, vol. 96(2), pages 108-113, May.
    14. Nadim Ahmad & Jennifer Ribarsky & Marshall Reinsdorf, 2017. "Can potential mismeasurement of the digital economy explain the post-crisis slowdown in GDP and productivity growth?," OECD Statistics Working Papers 2017/9, OECD Publishing.
    15. Aizcorbe, Ana M., 2014. "A Practical Guide to Price Index and Hedonic Techniques," OUP Catalogue, Oxford University Press, number 9780198702429.
    16. Stephen J Redding & David E Weinstein, 2020. "Measuring Aggregate Price Indices with Taste Shocks: Theory and Evidence for CES Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 503-560.
    17. Erica L. Groshen & Brian C. Moyer & Ana M. Aizcorbe & Ralph Bradley & David M. Friedman, 2017. "How Government Statistics Adjust for Potential Biases from Quality Change and New Goods in an Age of Digital Technologies: A View from the Trenches," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 187-210, Spring.
    18. Mo Abdirahman & Diane Coyle & Richard Heys & Will Stewart, 2020. "A Comparison of Deflators for Telecommunications Services Output," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 517-518-5, pages 103-122.
    19. Paul Chwelos, 2003. "Approaches to performance measurement in hedonic analysis: Price indexes for laptop computers in the 1990's," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(3), pages 199-224.
    20. Jorgenson, Dale W. & Ho, Mun S. & Stiroh, Kevin J., 2003. "Lessons from the US growth resurgence," Journal of Policy Modeling, Elsevier, vol. 25(5), pages 453-470, July.
    21. Ernst R. Berndt & Neal J. Rappaport, 2001. "Price and Quality of Desktop and Mobile Personal Computers: A Quarter-Century Historical Overview," American Economic Review, American Economic Association, vol. 91(2), pages 268-273, May.
    22. repec:dgr:rugccs:200311 is not listed on IDEAS
    23. Crystal G. Konny & Brendan K. Williams & David M. Friedman, 2019. "Big Data in the US Consumer Price Index: Experiences and Plans," NBER Chapters, in: Big Data for Twenty-First-Century Economic Statistics, pages 69-98, National Bureau of Economic Research, Inc.
    24. Jack Triplett, 2004. "Handbook on Hedonic Indexes and Quality Adjustments in Price Indexes: Special Application to Information Technology Products," OECD Science, Technology and Industry Working Papers 2004/9, OECD Publishing.
    25. repec:bla:revinw:v:29:y:1983:i:4:p:405-27 is not listed on IDEAS
    26. Stephen D. Oliner & Daniel E. Sichel, 2000. "The resurgence of growth in the late 1990s: is information technology the story?," Proceedings, Federal Reserve Bank of San Francisco.
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    Keywords

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    JEL classification:

    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • L63 - Industrial Organization - - Industry Studies: Manufacturing - - - Microelectronics; Computers; Communications Equipment

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