ICT productivity and firm propensity to innovative investment: learning effect evidence from italian micro data
AbstractThis work attempts to shed light on the “information technology productivity paradox”. Employing a large data set of Italian manufacturing firms we compute ICT marginal productivity across different cluster of firms and the impact of information and communication technology (ICT) on output growth. Following Yorukoglu’s (1998) vintage capital idea, in which ICT is associated with consistent learning-by-doing effect, we explore whether firm capital replacement/introduction behaviour and firm’s technological investment aptitude have any role in explaining ICT productivity. We find that low capital replacement (high capital introduction) yields to sensibly greater ICT marginal revenues compared to high replacement (low capital introduction). However, what really matters in explaining ICT productivity is the level of innovation the new capital embodies. In fact, for non-innovative firms the ICT paradox is far less consistent. This strongly suggests the existence of learning by doing effects. In terms of growth contribution we find that ICT have an impact disproportionately wide compared to the share in total investment they represent.
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Bibliographic InfoPaper provided by Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia in its series Working Paper CRENoS with number 200414.
Date of creation: 2004
Date of revision:
growth; investment behaviour; information and communication technologies; productivity; replacement;
Other versions of this item:
- Gianfranco Enrico Atzeni & Oliviero Antonio Carboni, 2005. "ICT productivity and firm propensity to innovative investment: learning effect evidence from italina micro data," Industrial Organization 0503012, EconWPA.
- D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
- D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
- L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Brynjolfsson, Erik. & Hitt, Lorin M., 1994.
"Information technology as a factor of production : the role of differences among firms,"
3715-94. CCSTR ; #173., Massachusetts Institute of Technology (MIT), Sloan School of Management.
- Erik Brynjolfsson & Lorin Hitt, 1997. "Information Technology as a Factor of Production: The Role of Differences Among Firms," Working Paper Series 201, MIT Center for Coordination Science.
- Nicholas Oulton, 2001.
"ICT and productivity growth in the United Kingdom,"
Bank of England working papers
140, Bank of England.
- Cooley, T.F. & Greenwood, J. & Yorukoglu, M., 1995.
"The Replacement Problem,"
UWO Department of Economics Working Papers
9508, University of Western Ontario, Department of Economics.
- Cooley, T.F. & Greenwood, J. & Yorukoglu, M., 1997. "The Replacement Problem," RCER Working Papers 444, University of Rochester - Center for Economic Research (RCER).
- Thomas F. Cooley & Jeremy Greenwood & Mehmet Yorukoglu, 1994. "The Replacement Problem," Working Papers 9408, Centro de Investigacion Economica, ITAM.
- Thomas F. Cooley & Jeremy Greenwood & Mehmet Yorukoglu, 1994. "The replacement problem," Discussion Paper / Institute for Empirical Macroeconomics 95, Federal Reserve Bank of Minneapolis.
- Boucekkine, Raouf & Germain, Marc & Licandro, Omar, 1997.
"Replacement Echoes in the Vintage Capital Growth Model,"
Journal of Economic Theory,
Elsevier, vol. 74(2), pages 333-348, June.
- Raouf Boucekkine & Marc Germain & Omar Licandro, . "Replacement echoes in the vintage capital growth model," Working Papers 96-16, FEDEA.
- Boucekkine, R. & Germain, M. & Licandro, O., . "Replacement echoes in the vintage capital growth model," CORE Discussion Papers RP -1275, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Alfonso Gambardella & Salvatore Torrisi, 2001. "Nuova industria o nuova economia? L'impatto dell'informatica sulla produttivitˆ dei settori manifatturieri in Italia," Moneta e Credito, Economia civile, vol. 54(213), pages 39-76.
- Mehmet Yorukoglu, 1998. "The Information Technology Productivity Paradox," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(2), pages 551-592, April.
- Robert J. Gordon, 2000.
"Does the "New Economy" Measure up to the Great Inventions of the Past?,"
NBER Working Papers
7833, National Bureau of Economic Research, Inc.
- 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.
- Gordon, Robert J, 2000. "Does the 'New Economy' Measure up to the Great Inventions of the Past?," CEPR Discussion Papers 2607, C.E.P.R. Discussion Papers.
- Brynjolfsson, Erik. & Hitt, Lorin M., 1995.
"Paradox lost? : firm-level evidence on the returns to information systems spending,"
3786-95., Massachusetts Institute of Technology (MIT), Sloan School of Management.
- 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.
- 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.
- Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 1999.
"Information Technology, Workplace Organization and the Demand for Skilled Labor: Firm-Level Evidence,"
NBER Working Papers
7136, National Bureau of Economic Research, Inc.
- Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, And The Demand For Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, MIT Press, vol. 117(1), pages 339-376, February.
- Bahk, Byong-Hong & Gort, Michael, 1993. "Decomposing Learning by Doing in New Plants," Journal of Political Economy, University of Chicago Press, vol. 101(4), pages 561-83, August.
- Nathalie Greenan & Jacques Mairesse, 1996.
"Computers and Productivity in France: Some Evidence,"
NBER Working Papers
5836, National Bureau of Economic Research, Inc.
- Nathalie Greenana & Jacques Mairesse, 2000. "Computers And Productivity In France: Some Evidence," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(3), pages 275-315.
- Greenman, N. & Mairesse, J., 1996. "Computers and Productivity in France: Some Evidence," Monash Econometrics and Business Statistics Working Papers 15/96, Monash University, Department of Econometrics and Business Statistics.
- Berndt, Ernst R. & Morrison, Catherine J., 1995.
"High-tech capital formation and economic performance in U.S. manufacturing industries An exploratory analysis,"
Journal of Econometrics,
Elsevier, vol. 65(1), pages 9-43, January.
- Berndt, Ernst R. & Morrison, Catherine J., 1992. "High-tech capital formation and economic performance in U.S. manufacturing industries : an exploratory analysis," Working papers 3419-92., Massachusetts Institute of Technology (MIT), Sloan School of Management.
- Catherine J. Morrison & Ernst R. Berndt, 1991.
"Assessing the Productivity of Information Technology Equipment in U.S. Manufacturing Industries,"
NBER Working Papers
3582, National Bureau of Economic Research, Inc.
- Catherine J. Morrison, 2000. "Assessing The Productivity Of Information Technology Equipment In U.S. Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 79(3), pages 471-481, August.
- Matteo Bugamelli & Patrizio Pagano, 2001.
"Barriers to investment in ICT,"
Temi di discussione (Economic working papers)
420, Bank of Italy, Economic Research and International Relations Area.
- Donald Siegel, 1997. "The Impact Of Computers On Manufacturing Productivity Growth: A Multiple-Indicators, Multiple-Causes Approach," The Review of Economics and Statistics, MIT Press, vol. 79(1), pages 68-78, February.
- Johanna Melka & Nanno Mulder & Laurence Nayman & Soledad Zignago, 2003. "Skills, Technology and Growth is ICT the Key to Success ? An Analysis of ICT Impact on French Growth," Working Papers 2003-04, CEPII research center.
- Kevin J. Stiroh & Dale W. Jorgenson, 1999. "Information Technology and Growth," American Economic Review, American Economic Association, vol. 89(2), pages 109-115, May.
- Dale W. Jorgenson & Kevin J. Stiroh, 2000.
"Raising the Speed Limit: US Economic Growth in the Information Age,"
OECD Economics Department Working Papers
261, OECD Publishing.
- Dale W. Jorgenson & Kevin J. Stiroh, 2000. "Raising the Speed Limit: U.S. Economic Growth in the Information Age," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 31(1), pages 125-236.
- Frank R. Lichtenberg, 1993. "The Output Contributions of Computer Equipment and Personnel: A Firm- Level Analysis," NBER Working Papers 4540, National Bureau of Economic Research, Inc.
- Jacques Mairesse & Nathalie Greenan & Agnes Topiol-Bensaid, 2001. "Information Technology and Research and Development Impacts on Productivity and Skills: Looking for Correlations on French Firm Level Data," NBER Working Papers 8075, National Bureau of Economic Research, Inc.
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