IDEAS home Printed from https://ideas.repec.org/a/bba/j00008/v2y2024i1p102-111d328.html
   My bibliography  Save this article

Cloud computing and extensive margins of exports: Evidence for manufacturing firms from 27 EU countries

Author

Listed:
  • Joachim Wagner

    (Leuphana University Lueneburg and Kiel Centre for Globalization, Lüneburg, Germany)

Abstract

The use of cloud computing by firms can be expected to go hand in hand with higher productivity, more innovations, and lower costs, and, therefore, should be positively related to export activities. Empirical evidence on the link between cloud computing and exports, however, is missing. This paper uses firm level data for manufacturing enterprises from the 27 member countries of the European Union taken from the Flash Eurobarometer 486 survey conducted in February – May 2020 to investigate this link. Applying standard parametric econometric models and a new machine-learning estimator, Kernel-Regularized Least Squares (KRLS), we find that firms which use cloud computing do more often export, do more often export to various destinations all over the world, and do export to more different destinations. The estimated cloud computing premium for extensive margins of exports is statistically highly significant after controlling for firm size, firm age, patents, and country. Furthermore, the size of this premium can be considered to be large. Extensive margins of exports and the use of cloud computing are positively related.

Suggested Citation

  • Joachim Wagner, 2024. "Cloud computing and extensive margins of exports: Evidence for manufacturing firms from 27 EU countries," Journal of Information Economics, Anser Press, vol. 2(1), pages 102-111, March.
  • Handle: RePEc:bba:j00008:v:2:y:2024:i:1:p:102-111:d:328
    as

    Download full text from publisher

    File URL: https://www.anserpress.org/journal/jie/2/1/26/pdf
    Download Restriction: no

    File URL: https://www.anserpress.org/journal/jie/2/1/26
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jean-Joseph Minviel & Faten Ben Bouheni, 2022. "The impact of research and development (R&D) on economic growth: new evidence from kernel-based regularized least squares," Post-Print hal-03786777, HAL.
    2. Jean-Joseph Minviel & Faten Ben Bouheni, 2022. "The impact of research and development (R&D) on economic growth: new evidence from kernel-based regularized least squares," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 23(5), pages 583-604, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Joachim Wagner, 2024. "Digitalization Intensity and Extensive Margins of Exports in Manufacturing Firms from 27 EU Countries - Evidence from Kernel-Regularized Least Squares Regression," Working Paper Series in Economics 428, University of Lüneburg, Institute of Economics.
    2. Wagner, Joachim, 2024. "Robots and extensive margins of exports: Evidence for manufacturing firms from 27 EU countries," KCG Working Papers 33, Kiel Centre for Globalization (KCG).
    3. Wagner, Joachim, 2024. "Cloud computing and extensive margins of exports: Evidence for manufacturing firms from 27 EU countries," KCG Working Papers 34, Kiel Centre for Globalization (KCG).
    4. Joachim Wagner, 2024. "Estimation of empirical models for margins of exports with unknown non-linear functional forms: A Kernel-Regularized Least Squares (KRLS) approach Evidence from eight European countries," Working Paper Series in Economics 424, University of Lüneburg, Institute of Economics.
    5. Gu, Xiao & Badeeb, Ramez Abubakr & Ali, Shahid & Khan, Zeeshan & Zhang, Changyong & Uktamov, Khusniddin Fakhriddinovich, 2023. "Nonlinear impact of natural resources and risk factors on the U.S. economic growth," Resources Policy, Elsevier, vol. 82(C).
    6. Joachim Wagner, 2024. "Robots and Extensive Margins of Exports - Evidence for Manufacturing Firms from 27 EU Countries," Working Paper Series in Economics 426, University of Lüneburg, Institute of Economics.
    7. Joachim Wagner, 2024. "Cloud Computing and Extensive Margins of Exports - Evidence for Manufacturing Firms from 27 EU Countries," Working Paper Series in Economics 427, University of Lüneburg, Institute of Economics.
    8. Wagner, Joachim, 2024. "Estimation of empirical models for margins of exports with unknown nonlinear functional forms: A Kernel-Regularized Least Squares (KRLS) approach," KCG Working Papers 32, Kiel Centre for Globalization (KCG).
    9. Shan, Shan & Mirza, Nawazish & Umar, Muhammad & Hasnaoui, Amir, 2023. "The nexus of sustainable development, blue financing, digitalization, and financial intermediation," Technological Forecasting and Social Change, Elsevier, vol. 195(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bba:j00008:v:2:y:2024:i:1:p:102-111:d:328. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Ramona Wang (email available below). General contact details of provider: https://www.anserpress.org .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.