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The Impact of ICT and E-Commerce Activities on Employment in Europe

Author

Listed:
  • Biagi, Federico

    (European Commission, Joint Research Centre (JRC), Directorate Growth & Innovation, Human Capital and Employment Unit and University of Padua, Italy)

  • Falk, Martin

    (Austrian Institute of Economic Research (WIFO))

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 Activities on Employment in Europe," Ratio Working Papers 285, The Ratio Institute.
  • Handle: RePEc:hhs:ratioi:0285
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    References listed on IDEAS

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    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. 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.
    3. Van Reenen, John, 1997. "Employment and Technological Innovation: Evidence from U.K. Manufacturing Firms," Journal of Labor Economics, University of Chicago Press, vol. 15(2), pages 255-284, April.
    4. 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.
    5. 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.
    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. 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.
    8. Martin Falk & Federico Biagi, 2017. "Relative demand for highly skilled workers and use of different ICT technologies," Applied Economics, Taylor & Francis Journals, vol. 49(9), pages 903-914, February.
    9. 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.
    10. Kolko, Jed, 2012. "Broadband and local growth," Journal of Urban Economics, Elsevier, vol. 71(1), pages 100-113.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
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    Cited by:

    1. Tamara Bińczak & Filip Kaczmarek & Jakub Rybacki, 2018. "Determinants of E-Commerce Turnover in Europe: Consumer Protection Matters," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 3, pages 125-141.
    2. IWAMOTO Koichi & TANOUE Yuta, 2018. "Digitization, Computerization, Networking, Automation, and the Future of Jobs in Japan," Policy Discussion Papers 18013, Research Institute of Economy, Trade and Industry (RIETI).
    3. 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.
    4. Judit Oláh & Nicodemus Kitukutha & Hossam Haddad & Miklós Pakurár & Domicián Máté & József Popp, 2018. "Achieving Sustainable E-Commerce in Environmental, Social and Economic Dimensions by Taking Possible Trade-Offs," Sustainability, MDPI, vol. 11(1), pages 1-22, December.
    5. Maarten Goos & Melanie Arntz & Ulrich Zierahn & Terry Gregory & Stephanie Carretero Gomez & Ignacio Gonzalez Vazquez & Koen Jonkers, 2019. "The Impact of Technological Innovation on the Future of Work," JRC Working Papers on Labour, Education and Technology 2019-03, Joint Research Centre.
    6. Muhammad Khalid Anser & Zahid Yousaf & Muhammad Usman & Seemab Yousaf, 2020. "Towards Strategic Business Performance of the Hospitality Sector: Nexus of ICT, E-Marketing and Organizational Readiness," Sustainability, MDPI, vol. 12(4), pages 1-17, February.
    7. Mariana Kaneva, 2019. "Broadband and e-Commerce in the Balkans - Econometric Analysis," Izvestia Journal of the Union of Scientists - Varna. Economic Sciences Series, Union of Scientists - Varna, Economic Sciences Section, vol. 8(2), pages 100-109, August.
    8. Hidemichi Fujii & Akihiko Shinozaki & Shigemi Kagawa & Shunsuke Managi, 2019. "How Does Information and Communication Technology Capital Affect Productivity in the Energy Sector? New Evidence from 14 Countries, Considering the Transition to Renewable Energy Systems," Energies, MDPI, vol. 12(9), pages 1-16, May.

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    More about this item

    Keywords

    labour demand; information and communication technologies; e-commerce activities;
    All these keywords.

    JEL classification:

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

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