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Cloud Computing and National Accounting

Author

Listed:
  • Diane Coyle

  • David Nguyen

Abstract

As the digitalisation of the economy progresses, one of the changes in business models affecting statistics including GDP and trade data is the adoption of cloud computing services in place of fixed investment in computer and communications hardware and the development of own-account software. This rapidly growing phenomenon involves the detachment of the physical location of data and computing processes from their creation, ownership and use, potentially introducing transactions across national borders. In this paper, we construct price indices for cloud services in the UK, showing significant price declines both before and after adjusting for quality in the past few years. We discuss the conceptualisation of a volume measure for cloud services. We discuss the implications of cloud use by businesses for the interpretation of measured business investment, GDP and productivity growth, noting in particular the limitations of measuring total factor productivity through growth accounting, and the importance of double deflation when there are significant changes in the price of intermediate goods such as cloud services. We discuss also the implications for the interpretation of international trade statistics. Finally, we set out the requirements for official statistical surveys to be able to track cloud computing in the future.

Suggested Citation

  • Diane Coyle & David Nguyen, 2018. "Cloud Computing and National Accounting," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers (2017-2023 papers hosted by The National Institute of Economic and Social Research) ESCoE DP-2018-19, Economic Statistics Centre of Excellence (ESCoE).
  • Handle: RePEc:nsr:escoed:escoe-dp-2018-19
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    References listed on IDEAS

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    Citations

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    Cited by:

    1. Christopher Hooton, 2020. "An Industry-Based Estimation Approach for Measuring the Cloud Economy," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2020-03, Economic Statistics Centre of Excellence (ESCoE).
    2. Peter Bauer & Igor Fedotenkov & Aurelien Genty & Issam Hallak & Peter Harasztosi & David Martinez Turegano & David Nguyen & Nadir Preziosi & Ana Rincon-Aznar & Miguel Sanchez Martinez, 2020. "Productivity in Europe: Trends and drivers in a service-based economy," JRC Research Reports JRC119785, Joint Research Centre.
    3. Bernardo Caldarola & Luca Fontanelli, 2024. "Cloud technologies, firm growth and industry concentration: Evidence from France," LEM Papers Series 2024/25, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    4. Andres, Raphaela & Niebel, Thomas & Viete, Steffen, 2024. "Do capital incentive policies support today’s digitization needs?," Telecommunications Policy, Elsevier, vol. 48(1).
    5. Diane Coyle, 2021. "The idea of productivity," Working Papers 003, The Productivity Institute.
    6. Coyle, Diane & Hampton, Lucy, 2024. "21st century progress in computing," Telecommunications Policy, Elsevier, vol. 48(1).
    7. Diane Coyle & Shane O'Connor, 2019. "Understanding the Sharing Economy," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers (2017-2023 papers hosted by The National Institute of Economic and Social Research) ESCoE DP-2019-04, Economic Statistics Centre of Excellence (ESCoE).
    8. Tommy Pan Fang & Shane Greenstein, 2025. "Where the Cloud Rests: The Economic Geography of Data Centers," Strategy Science, INFORMS, vol. 10(4), pages 404-420, December.
    9. Diane Coyle & Wendy Li, 2021. "The Data Economy: Market Size and Global Trade," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers (2017-2023 papers hosted by The National Institute of Economic and Social Research) ESCoE DP-2021-09, Economic Statistics Centre of Excellence (ESCoE).
    10. Bernardo Caldarola & Luca Fontanelli, 2024. "Scaling up to the cloud: Cloud technology use and growth rates in small and large firms," Papers 2409.17035, arXiv.org, revised Aug 2026.
    11. Anderton, Robert & Jarvis, Valerie & Labhard, Vincent & Morgan, Julian & Petroulakis, Filippos & Vivian, Lara, 2020. "Virtually everywhere? Digitalisation and the euro area and EU economies," Occasional Paper Series 244, European Central Bank.
    12. Diane Coyle & Kieran Lind & David Nguyen & Manuel Tong, 2022. "Are digital-using UK firms more productive?," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers (2017-2023 papers hosted by The National Institute of Economic and Social Research) ESCoE DP-2022-06, Economic Statistics Centre of Excellence (ESCoE).

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    More about this item

    Keywords

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    JEL classification:

    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity

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