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Information and Communication Technologies and Labor Productivity: A Dynamic Slacks-Based Data Envelopment Analysis

Author

Listed:
  • Francisco J. Santos-Arteaga

    (Universidad Complutense de Madrid)

  • Debora Di Caprio

    (University of Trento)

  • Madjid Tavana

    (La Salle University
    University of Paderborn)

Abstract

The current paper analyzes the efficiency displayed by 24 European Union (EU) countries when fostering labor productivity and the value added via ICT investments. In particular, a dynamic slacks-based measure data envelopment analysis (SBM-DEA) model is applied to analyze the evolution of efficiency through the period 2006–2013. The ranking resulting from the SBM-DEA framework is compared with the evolution of the Digital Economy and Society Index (DESI) scores obtained by these countries. The behavior of the efficiency variables describes a group of highly ranked DESI countries exhibiting a consistent decrease in efficiency. At the same time, several lowly ranked DESI countries display efficient trends throughout the series. The results illustrate how the reliance of EU policies on the social aspects derived from the market penetration of ICTs to measure technological development contrasts with the decreasing efficiency returns derived from an increase in ICTs investment. Thus, while catching up may occur in productivity terms, divergences in technological and social developments widen as investment in ICT infrastructures continues to differ across EU countries.

Suggested Citation

  • Francisco J. Santos-Arteaga & Debora Di Caprio & Madjid Tavana, 2024. "Information and Communication Technologies and Labor Productivity: A Dynamic Slacks-Based Data Envelopment Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 14076-14102, September.
  • Handle: RePEc:spr:jknowl:v:15:y:2024:i:3:d:10.1007_s13132-023-01634-w
    DOI: 10.1007/s13132-023-01634-w
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    References listed on IDEAS

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    1. Vu, Khuong M., 2011. "ICT as a source of economic growth in the information age: Empirical evidence from the 1996-2005 period," Telecommunications Policy, Elsevier, vol. 35(4), pages 357-372, May.
    2. Ceccobelli, M. & Gitto, S. & Mancuso, P., 2012. "ICT capital and labour productivity growth: A non-parametric analysis of 14 OECD countries," Telecommunications Policy, Elsevier, vol. 36(4), pages 282-292.
    3. Rahim Kallal, 2015. "Impact of ICT on the Productivity of Work Factor: Econometric Modeling and Analysis on Data Panel in MENA Countries," Journal of Empirical Economics, Research Academy of Social Sciences, vol. 4(2), pages 93-102.
    4. Robert Inklaar & Marcel Timmer, 2008. "Accounting for growth in retail trade: an international productivity comparison," Journal of Productivity Analysis, Springer, vol. 29(1), pages 23-31, February.
    5. Anusua Datta & Sumit Agarwal, 2004. "Telecommunications and economic growth: a panel data approach," Applied Economics, Taylor & Francis Journals, vol. 36(15), pages 1649-1654.
    6. Santos Arteaga, Francisco J. & Tavana, Madjid & Di Caprio, Debora & Toloo, Mehdi, 2019. "A dynamic multi-stage slacks-based measure data envelopment analysis model with knowledge accumulation and technological evolution," European Journal of Operational Research, Elsevier, vol. 278(2), pages 448-462.
    7. Bart van Ark & Mary O'Mahoney & Marcel P. Timmer, 2008. "The Productivity Gap between Europe and the United States: Trends and Causes," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 25-44, Winter.
    8. Chen, Chien-Ming, 2009. "A network-DEA model with new efficiency measures to incorporate the dynamic effect in production networks," European Journal of Operational Research, Elsevier, vol. 194(3), pages 687-699, May.
    9. Joseph E. Stiglitz, 2002. "Information and the Change in the Paradigm in Economics," American Economic Review, American Economic Association, vol. 92(3), pages 460-501, June.
    10. Aleksandra Skorupinska & Joan Torrent-Sellens, 2017. "ICT, Innovation and Productivity: Evidence Based on Eastern European Manufacturing Companies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(2), pages 768-788, June.
    11. Skorupinska, Aleksandra, 2017. "ICT, innovation and productivity: evidence based on Polish companies," Review of Applied Socio-Economic Research, Pro Global Science Association, vol. 13(1), pages 59-65, JUNE.
    12. Randolph Luca Bruno & Elodie Douarin & Julia Korosteleva & Slavo Radosevic, 2019. "Determinants of Productivity Gap in the European Union: A Multilevel Perspective," LEM Papers Series 2019/25, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    13. Sanjeev Dewan & Kenneth L. Kraemer, 2000. "Information Technology and Productivity: Evidence from Country-Level Data," Management Science, INFORMS, vol. 46(4), pages 548-562, April.
    14. Charles Shaaba Saba & Nicholas Ngepah, 2022. "ICT Diffusion, Industrialisation and Economic Growth Nexus: an International Cross-country Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 2030-2069, September.
    15. López, Santiago M. & Molero, José & Santos-Arteaga, Francisco J., 2011. "Poverty traps in a frictionless world: The effects of learning and technology assimilation," Structural Change and Economic Dynamics, Elsevier, vol. 22(2), pages 106-115, June.
    16. Tone, Kaoru & Tsutsui, Miki, 2010. "Dynamic DEA: A slacks-based measure approach," Omega, Elsevier, vol. 38(3-4), pages 145-156, June.
    17. Shahiduzzaman, Md. & Alam, Khorshed, 2014. "Information technology and its changing roles to economic growth and productivity in Australia," Telecommunications Policy, Elsevier, vol. 38(2), pages 125-135.
    18. Shahnazi, Rouhollah, 2021. "Do information and communications technology spillovers affect labor productivity?," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 342-359.
    19. Eleni Laitsou & Antonios Kargas & Dimitrios Varoutas, 2020. "How ICT affects economic growth in the Euro area during the economic crisis," Netnomics, Springer, vol. 21(1), pages 59-81, December.
    20. Shao, Benjamin B.M. & Lin, Winston T., 2016. "Assessing output performance of information technology service industries: Productivity, innovation and catch-up," International Journal of Production Economics, Elsevier, vol. 172(C), pages 43-53.
    21. Subodh Kumar & R. Robert Russell, 2002. "Technological Change, Technological Catch-up, and Capital Deepening: Relative Contributions to Growth and Convergence," American Economic Review, American Economic Association, vol. 92(3), pages 527-548, June.
    22. Vu, Khuong & Hanafizadeh, Payam & Bohlin, Erik, 2020. "ICT as a driver of economic growth: A survey of the literature and directions for future research," Telecommunications Policy, Elsevier, vol. 44(2).
    23. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
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