IDEAS home Printed from https://ideas.repec.org/a/eee/jpolmo/v39y2017i1p1-18.html
   My bibliography  Save this article

The impact of ICT and e-commerce on employment in Europe

Author

Listed:
  • Biagi, Federico
  • Falk, Martin

Abstract

This study presents new empirical evidence regarding the impact of ICT/e-commerce activities on labour demand. The data is based on new and unique data for 10 European countries for the period 2002–2010. A key feature of the empirical analysis is the use of several types of advanced ICT activities, such as enterprise resource planning (ERP) systems, mobile internet access, and e-commerce practices. The main result of the study is that the increase in ICT/e-commerce activities over time has not led to a decline in jobs. This holds true for both manufacturing and service industries, as well as for SMEs and large firms. For ERP systems and websites, there is some evidence of positive effects. These findings do not support the hypothesis that ICT utilization is leading to labour substitution overall. In fact, ICT activities appear to be rather neutral to employment. The results are robust not only to the model specification, but also the estimation method applied.

Suggested Citation

  • Biagi, Federico & Falk, Martin, 2017. "The impact of ICT and e-commerce on employment in Europe," Journal of Policy Modeling, Elsevier, vol. 39(1), pages 1-18.
  • Handle: RePEc:eee:jpolmo:v:39:y:2017:i:1:p:1-18
    DOI: 10.1016/j.jpolmod.2016.12.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0161893817300029
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jpolmod.2016.12.004?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Marco Vivarelli, 2014. "Innovation, Employment and Skills in Advanced and Developing Countries: A Survey of Economic Literature," Journal of Economic Issues, Taylor & Francis Journals, vol. 48(1), pages 123-154.
    2. Lachenmaier, Stefan & Rottmann, Horst, 2011. "Effects of innovation on employment: A dynamic panel analysis," International Journal of Industrial Organization, Elsevier, vol. 29(2), pages 210-220, March.
    3. Autor, David H., 2013. "The "task approach" to labor markets : an overview," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(3), pages 185-199.
    4. Smaranda Pantea & Federico Biagi & Anna Sabadash, 2014. "Are ICT Displacing Workers? Evidence from Seven European Countries," JRC Working Papers on Digital Economy 2014-07, Joint Research Centre (Seville site).
    5. Hilal Atasoy, 2013. "The Effects of Broadband Internet Expansion on Labor Market Outcomes," ILR Review, Cornell University, ILR School, vol. 66(2), pages 315-345, April.
    6. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    7. Eli Bekman & John Bound & Stephen Machin, 1998. "Implications of Skill-Biased Technological Change: International Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 113(4), pages 1245-1279.
    8. Basu, Kaushik, 2016. "Globalization of labor markets and the growth prospects of nations," Journal of Policy Modeling, Elsevier, vol. 38(4), pages 656-669.
    9. Rinaldo Evangelista & Paolo Guerrieri & Valentina Meliciani, 2014. "The economic impact of digital technologies in Europe," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 23(8), pages 802-824, November.
    10. Koellinger, Philipp, 2008. "The relationship between technology, innovation, and firm performance--Empirical evidence from e-business in Europe," Research Policy, Elsevier, vol. 37(8), pages 1317-1328, September.
    11. Hilal Atasoy & Rajiv D. Banker & Paul A. Pavlou, 2016. "On the Longitudinal Effects of IT Use on Firm-Level Employment," Information Systems Research, INFORMS, vol. 27(1), pages 6-26, March.
    12. Eric Bartelsman & Eva Hagsten & Michael Polder, 2018. "Micro Moments Database for cross‐country analysis of ICT, innovation, and economic outcomes," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(3), pages 626-648, September.
    13. Kolko, Jed, 2012. "Broadband and local growth," Journal of Urban Economics, Elsevier, vol. 71(1), pages 100-113.
    14. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    15. Koellinger, Ph.D., 2008. "The Relationship between Technology, Innovation, and Firm Performance: Empirical Evidence on E-Business in Europe," ERIM Report Series Research in Management ERS-2008-031-ORG, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    16. Timothy De Stefano & Richard Kneller & Jonathan Timmis, 2014. "The (Fuzzy) Digital Divide: The Effect of Broadband Internet Use on UK Firm Performance," Discussion Papers 14/06, University of Nottingham, School of Economics.
    17. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    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. Biagi, Federico & Falk, Martin, 2017. "The Impact of ICT and E-Commerce Activities on Employment in Europe," Ratio Working Papers 285, The Ratio Institute.
    2. Martin Falk & Eva Hagsten, 2018. "Employment impacts of market novelty sales: evidence for nine European Countries," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 8(2), pages 119-137, June.
    3. Yilmaz Kiliçaslan & Ünal Töngür, 2017. "Information and Communication Technologies and Employment Generation in Turkish Manufacturing Industry," Working Papers 1120, Economic Research Forum, revised 07 2017.
    4. Borsato, Andrea & Lorentz, André, 2023. "The Kaldor–Verdoorn law at the age of robots and AI," Research Policy, Elsevier, vol. 52(10).
    5. Cresti, Lorenzo & Dosi, Giovanni & Fagiolo, Giorgio, 2023. "Technological interdependencies and employment changes in European industries," Structural Change and Economic Dynamics, Elsevier, vol. 64(C), pages 41-57.
    6. Briglauer, Wolfgang & Dürr, Niklas S. & Gugler, Klaus, 2019. "A retrospective study on the regional benefits and spillover effects of high-speed broadband networks: Evidence from German counties," ZEW Discussion Papers 19-026, ZEW - Leibniz Centre for European Economic Research.
    7. Bianchini, Stefano & Pellegrino, Gabriele, 2019. "Innovation persistence and employment dynamics," Research Policy, Elsevier, vol. 48(5), pages 1171-1186.
    8. Vincent Van Roy & Daniel Vertesy & Marco Vivarelli, 2015. "The Employment Impact of Innovation: Evidence from European Patenting Companies," DISCE - Quaderni del Dipartimento di Politica Economica ispe0075, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    9. Giovanni Dosi & Xiaodan Yu, 2017. "Technological catching-up, sales dynamics and employment growth: evidence from China's manufacturing firms," LEM Papers Series 2017/27, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    10. Tanaka, Takanori, 2019. "Gender diversity on Japanese corporate boards," Journal of the Japanese and International Economies, Elsevier, vol. 51(C), pages 19-31.
    11. Damioli, G. & Van Roy, V. & Vertesy, D. & Vivarelli, M., 2021. "May AI revolution be labour-friendly? Some micro evidence from the supply side," GLO Discussion Paper Series 823, Global Labor Organization (GLO).
    12. Dosi, G. & Piva, M. & Virgillito, M.E. & Vivarelli, M., 2021. "Embodied and disembodied technological change: The sectoral patterns of job-creation and job-destruction," Research Policy, Elsevier, vol. 50(4).
    13. Ilina Srour & Erol Taymaz & Marco Vivarelli, 2014. "Globalization, Technology and Skills: Evidence from Turkish Longitudinal Microdata," ERC Working Papers 1405, ERC - Economic Research Center, Middle East Technical University, revised Jun 2014.
    14. Solomon, Edna Maeyen & van Klyton, Aaron, 2020. "The impact of digital technology usage on economic growth in Africa," Utilities Policy, Elsevier, vol. 67(C).
    15. Elena Meschi & Erol Taymaz & Marco Vivarelli, 2016. "Globalization, technological change and labor demand: a firm-level analysis for Turkey," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(4), pages 655-680, November.
    16. Van Roy, Vincent & Vértesy, Dániel & Vivarelli, Marco, 2018. "Technology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firms," Research Policy, Elsevier, vol. 47(9), pages 1762-1776.
    17. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2021. "Will the AI revolution be labour-friendly? Some micro evidence from the supply side," MERIT Working Papers 2021-016, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    18. Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario & Sostero, Matteo, 2021. "Digitalization, routineness and employment: An exploration on Italian task-based data," Research Policy, Elsevier, vol. 50(7).
    19. Dachs, Bernhard, 2017. "The impact of new technologies on the labour market and the social economy," MPRA Paper 90519, University Library of Munich, Germany.
    20. Briglauer, Wolfgang & Dürr, Niklas & Gugler, Klaus, 2019. "A Retrospective Study on the Regional Benefits and Spillover Effects of High-Speed Broadband Networks: Evidence from German Counties," 30th European Regional ITS Conference, Helsinki 2019 205171, International Telecommunications Society (ITS).

    More about this item

    Keywords

    Labour demand; Information and communication technologies; E-commerce activities;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand

    Statistics

    Access and download statistics

    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:eee:jpolmo:v:39:y:2017:i:1:p:1-18. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505735 .

    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.