IDEAS home Printed from https://ideas.repec.org/p/hal/journl/hal-00682262.html
   My bibliography  Save this paper

Technical Efficiency and ICT Investment in Italian Manufacturing Firms

Author

Listed:
  • Concetta Castiglione

    (Economics - Trinity College Dublin)

Abstract

The importance of information and communication technologies (ICTs) is a much debated question with extensive literature aimed at understanding the role of ICTs in increasing economic growth, firm productivity and firm efficiency. Different methods to estimate firm efficiency are used in this study. In particular, both the translog and the Cobb-Douglas production functions are used in order to estimate the impact of information and communication technology on technical efficiency (TE) in Italian manufacturing firms over the period 1995-2003. Results show that ICT investments positively and significantly affected firms' technical efficiency. Moreover, group, size and geographical position have a positive influence on TE. Finally, the results show that older firms are, on average, more efficient than newer ones.

Suggested Citation

  • Concetta Castiglione, 2011. "Technical Efficiency and ICT Investment in Italian Manufacturing Firms," Post-Print hal-00682262, HAL.
  • Handle: RePEc:hal:journl:hal-00682262
    DOI: 10.1080/00036846.2011.554374
    Note: View the original document on HAL open archive server: https://hal.science/hal-00682262
    as

    Download full text from publisher

    File URL: https://hal.science/hal-00682262/document
    Download Restriction: no

    File URL: https://libkey.io/10.1080/00036846.2011.554374?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Bresnahan, Timothy F. & Trajtenberg, M., 1995. "General purpose technologies 'Engines of growth'?," Journal of Econometrics, Elsevier, vol. 65(1), pages 83-108, January.
    2. Robert J. Gordon, 2000. "Does the "New Economy" Measure Up to the Great Inventions of the Past?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 49-74, Fall.
    3. Paul Schreyer, 2000. "The Contribution of Information and Communication Technology to Output Growth: A Study of the G7 Countries," OECD Science, Technology and Industry Working Papers 2000/2, OECD Publishing.
    4. Susanto Basu & John G. Fernald & Nicholas Oulton & Sylaja Srinivasan, 2004. "The Case of the Missing Productivity Growth, or Does Information Technology Explain Why Productivity Accelerated in the United States but Not in the United Kingdom?," NBER Chapters, in: NBER Macroeconomics Annual 2003, Volume 18, pages 9-82, National Bureau of Economic Research, Inc.
    5. Engelbrecht, Hans-Jurgen & Xayavong, Vilaphonh, 2006. "ICT intensity and New Zealand's productivity malaise: Is the glass half empty or half full?," Information Economics and Policy, Elsevier, vol. 18(1), pages 24-42, March.
    6. Dale W. Jorgenson, 2001. "Information Technology and the U.S. Economy," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 5(1), pages 3-34.
    7. Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
    8. Jovanovic, Boyan & Rousseau, Peter L., 2005. "General Purpose Technologies," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 18, pages 1181-1224, Elsevier.
    9. G Medda & C. Piga, 2004. "R&S e spillover industriali: un'analisi sulle imprese italiane," Working Paper CRENoS 200406, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    10. Stiroh, K.J., 2000. "Investment and Productivity Growth - A Survey from the Neoclassical and New Growth Perspectives," Papers 24, Gouvernement du Canada - Industry Canada;Gouvernement du Canada - Industry Canada.
    11. L. Becchetti & David Bedoya & L. Paganetto, 2003. "ICT Investment, Productivity and Efficiency: Evidence at Firm Level Using a Stochastic Frontier Approach," Journal of Productivity Analysis, Springer, vol. 20(2), pages 143-167, September.
    12. Stephen D. Oliner & Daniel E. Sichel, 2000. "The Resurgence of Growth in the Late 1990s: Is Information Technology the Story?," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 3-22, Fall.
    13. Matteo Bugamelli & Patrizio Pagano, 2004. "Barriers to investment in ICT," Applied Economics, Taylor & Francis Journals, vol. 36(20), pages 2275-2286.
    14. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    15. James Odeck, 2007. "Measuring technical efficiency and productivity growth: a comparison of SFA and DEA on Norwegian grain production data," Applied Economics, Taylor & Francis Journals, vol. 39(20), pages 2617-2630.
    16. Mercedes Gumbau Albert, 1998. "Regional technical efficiency: a stochastic frontier approach," Applied Economics Letters, Taylor & Francis Journals, vol. 5(11), pages 723-726.
    17. Robert J. Gordon, 2002. "Technology and Economic Performance in the American Economy," NBER Working Papers 8771, National Bureau of Economic Research, Inc.
    18. Gianfranco E. Atzeni & OA Carboni, 2001. "The economic effects of information technology: firm level evidence from the italian case," Working Paper CRENoS 200114, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    19. Kraemer, Kenneth L. & Dedrick, Jason, 1994. "Payoffs from investment in information technology: Lessons from the Asia-Pacific region," World Development, Elsevier, vol. 22(12), pages 1921-1931, December.
    20. Philip Arestis & Georgios Chortareas & Evangelia Desli, 2006. "Technical Efficiency and Financial Deepening in the non-OECD Economies," International Review of Applied Economics, Taylor & Francis Journals, vol. 20(3), pages 353-373.
    21. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    22. Erik Brynjolfsson & Lorin Hitt, 1996. "Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending," Management Science, INFORMS, vol. 42(4), pages 541-558, April.
    23. Dirk Pilat, 2005. "The ICT Productivity Paradox: Insights from Micro Data," OECD Economic Studies, OECD Publishing, vol. 2004(1), pages 37-65.
    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. Liao, Hailin & Wang, Bin & Li, Baibing & Weyman-Jones, Tom, 2016. "ICT as a general-purpose technology: The productivity of ICT in the United States revisited," Information Economics and Policy, Elsevier, vol. 36(C), pages 10-25.
    2. Castiglione, Concetta & Infante, Davide, 2014. "ICTs and time-span in technical efficiency gains. A stochastic frontier approach over a panel of Italian manufacturing firms," Economic Modelling, Elsevier, vol. 41(C), pages 55-65.
    3. Federico Biagi, 2013. "ICT and Productivity: A Review of the Literature," JRC Working Papers on Digital Economy 2013-09, Joint Research Centre.
    4. Sang-Yong Tom Lee & Xiao Jia Guo, 2004. "Information and Communications Technology (ICT) and Spillover: A Panel Analysis," Econometric Society 2004 Far Eastern Meetings 722, Econometric Society.
    5. Oliner, Stephen D. & Sichel, Daniel E. & Stiroh, Kevin J., 2008. "Explaining a productive decade," Journal of Policy Modeling, Elsevier, vol. 30(4), pages 633-673.
    6. John G. Fernald, 2015. "Productivity and Potential Output before, during, and after the Great Recession," NBER Macroeconomics Annual, University of Chicago Press, vol. 29(1), pages 1-51.
    7. Lach, Saul & Trajtenberg, Manuel & Shiff, Gil, 2008. "Together but Apart: ICT and Productivity Growth in Israel," CEPR Discussion Papers 6732, C.E.P.R. Discussion Papers.
    8. Gianfranco E. Atzeni & Oliviero A. Carboni, 2006. "The Effects of Subsidies on Investment: an Empirical Evaluation on ICT in Italy," Revue de l'OFCE, Presses de Sciences-Po, vol. 97(5), pages 279-302.
    9. Chou, Yen-Chun & Hao-Chun Chuang, Howard & Shao, Benjamin B.M., 2014. "The impacts of information technology on total factor productivity: A look at externalities and innovations," International Journal of Production Economics, Elsevier, vol. 158(C), pages 290-299.
    10. Castiglione, Concetta & Infante, Davide, 2012. "ICTs and lags in technical efficiency gains. A stochastic frontier approach over a panel of Italian manufacturing firms," MPRA Paper 51071, University Library of Munich, Germany.
    11. Atzeni, Gianfranco E. & Carboni, Oliviero A., 2006. "ICT productivity and firm propensity to innovative investment: Evidence from Italian microdata," Information Economics and Policy, Elsevier, vol. 18(2), pages 139-156, June.
    12. J. Bradford DeLong, 2002. "Do We Have a "New" Macroeconomy?," NBER Chapters, in: Innovation Policy and the Economy, Volume 2, pages 163-184, National Bureau of Economic Research, Inc.
    13. Sophia P. Dimelis & Sotiris K. Papaioannou, 2011. "Technical Efficiency and the Role of ICT: A Comparison of Developed and Developing Countries," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(0), pages 40-53, July.
    14. Harald Edquist & Magnus Henrekson, 2006. "Technological Breakthroughs and Productivity Growth," Research in Economic History, in: Research in Economic History, pages 1-53, Emerald Group Publishing Limited.
    15. Sadaf Bashir & Bert Sadowski, 2014. "General Purpose Technologies: A Survey, a Critique and Future Research Directions," Working Papers 14-02, Eindhoven Center for Innovation Studies, revised Feb 2014.
    16. Luca Casolaro & Giorgio Gobbi, 2004. "Information technology and productivity changes in the Italian banking industry," Temi di discussione (Economic working papers) 489, Bank of Italy, Economic Research and International Relations Area.
    17. Aboal D. & Tacsir E., 2015. "Innovation and productivity in services and manufacturing : The role of ICT investment," MERIT Working Papers 2015-012, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    18. S J Ho & S K Mallick, 2010. "The impact of information technology on the banking industry," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(2), pages 211-221, February.
    19. Pierre-Alain Muet, 2006. "Impacts économiques de la révolution numérique," Revue économique, Presses de Sciences-Po, vol. 57(3), pages 347-375.
    20. Oliner, Stephen D. & Sichel, Daniel E., 2003. "Information technology and productivity: where are we now and where are we going?," Journal of Policy Modeling, Elsevier, vol. 25(5), pages 477-503, July.

    More about this item

    Keywords

    Social Sciences & Humanities;

    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:hal:journl:hal-00682262. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    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.