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The long-run impact of ICT

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  • Francesco Venturini

Abstract

Using some new techniques of panel cointegration analysis, this paper describes the long-run impact of digital capital on the aggregate performance of the US and EU-15 member countries. ICT is found to significantly impact on output levels without substantial cross-country variation when one adopts the dynamic extension of panel OLS (PDOLS). In this case, however, the long-run elasticity of factor inputs does not differ from the one estimated in the short-run. The time-series version of seemingly unrelated regression (DSUR) provides more plausible findings, showing a significant cross-countries heterogeneity. The effect of ICT on growth appears relevant - and higher than emerging from short-differences - for most economies but not for the EU largest countries.
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  • Francesco Venturini, 2009. "The long-run impact of ICT," Empirical Economics, Springer, vol. 37(3), pages 497-515, December.
    • Handle: RePEc:spr:empeco:v:37:y:2009:i:3:p:497-515
    DOI: 10.1007/s00181-008-0243-9
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    1. Karl Aiginger & Martin Falk, 2005. "Explaining Differences in Economic Growth among OECD Countries," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 32(1), pages 19-43, March.
    2. Michael McMahon & Gabriel Sterne & Jamie Thompson, 2005. "The role of ICT in the global investment cycle," Bank of England working papers 257, Bank of England.
    3. Dominique Guellec & Bruno Van Pottelsberghe de la Potterie, 2004. "From R&D to Productivity Growth: Do the Institutional Settings and the Source of Funds of R&D Matter?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(3), pages 353-378, July.
    4. Roghieh Gholami & Sang-Yong Lee & Almas Heshmati, 2005. "The Causal Relationship between ICT and FDI," WIDER Working Paper Series RP2005-26, World Institute for Development Economic Research (UNU-WIDER).
    5. Leonardo Becchetti & Fabrizio Adriani, 2005. "Does the digital divide matter? The role of information and communication technology in cross-country level and growth estimates," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(6), pages 435-453.
    6. Francesco Caselli & Wilbur John Coleman, 2001. "Cross-Country Technology Diffusion: The Case of Computers," American Economic Review, American Economic Association, vol. 91(2), pages 328-335, May.
    7. Susanto Basu & John G. Fernald & Nicholas Oulton & Sylaja Srinivasan, 2003. "The Case of the Missing Productivity Growth: Or, Does Information Technology Explain why Productivity Accelerated in the US but not the UK?," NBER Working Papers 10010, National Bureau of Economic Research, Inc.
    8. Breitung, Jörg & Pesaran, Mohammad Hashem, 2005. "Unit roots and cointegration in panels," Discussion Paper Series 1: Economic Studies 2005,42, Deutsche Bundesbank.
    9. 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.
    10. Francesco Daveri & Andrea Mascotto, 2006. "The It Revolution Across The United States," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 52(4), pages 569-602, December.
    11. Mirko Draca & Raffaella Sadun & John Van Reenen, 2006. "Productivity and ICT: A Review of the Evidence," CEP Discussion Papers dp0749, Centre for Economic Performance, LSE.
    12. Tamim Bayoumi & Markus Haacker, 2002. "Its Not What You Make, Its How You Use IT: Measuring the Welfare Benefits of the IT Revolution Across Countries," CEP Discussion Papers dp0548, Centre for Economic Performance, LSE.
    13. 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.
    14. Westerlund, Joakim & Edgerton, David L., 2007. "A panel bootstrap cointegration test," Economics Letters, Elsevier, vol. 97(3), pages 185-190, December.
    15. Dale W. Jorgenson & Khuong Vu, 2005. "Information technology and the world economy," Proceedings, Federal Reserve Bank of San Francisco.
    16. repec:dgr:rugggd:200363 is not listed on IDEAS
    17. Dutta, Dilip & Otsuka, Kozo, 2004. "Knowledge Spillover from Information and Communication Technology: A Comparative Study of Australia, Japan, South Korea and Taiwan," Working Papers 8, University of Sydney, School of Economics.
    18. 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.
    19. 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.
    20. Kevin J. Stiroh, 2002. "Are ICT Spillovers Driving the New Economy?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(1), pages 33-57, March.
    21. Oulton, Nicholas & Srinivasan, Sylaja, 2005. "Productivity growth and the role of ICT in the United Kingdom: an industry view, 1970-2000," LSE Research Online Documents on Economics 19901, London School of Economics and Political Science, LSE Library.
    22. Lucio Sarno & Mark P. Taylor, 2002. "Purchasing Power Parity and the Real Exchange Rate," IMF Staff Papers, Palgrave Macmillan, vol. 49(1), pages 1-5.
    23. repec:hal:journl:hal-03564722 is not listed on IDEAS
    24. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    25. 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.
    26. Timmer, Marcel P. & Ypma, Gerard & Ark, Bart van der, 2003. "IT in the European Union: driving productivity divergence?," GGDC Research Memorandum 200363, Groningen Growth and Development Centre, University of Groningen.
    27. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    28. 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.
    29. repec:dgr:rugggd:200256 is not listed on IDEAS
    30. Jalava Jukka & Pohjola Matti & Ripatti Antti & Vilmunen Jouko, 2006. "Biased Technical Change and Capital-Labour Substitution in Finland, 1902-2003," The B.E. Journal of Macroeconomics, De Gruyter, vol. 6(1), pages 1-20, April.
    31. 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.
    32. Edward N. Wolff, 2002. "Productivity, computerization, and skill change," Economic Review, Federal Reserve Bank of Atlanta, vol. 87(Q3), pages 63-87.
    33. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    34. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    35. Ark, Bart van, 2002. "ICT investments and growth accounts for the European Union," GGDC Research Memorandum 200256, Groningen Growth and Development Centre, University of Groningen.
    36. Cette, Gilbert & Mairesse, Jacques & Kocoglu, Yusuf, 2005. "ICT diffusion and potential output growth," Economics Letters, Elsevier, vol. 87(2), pages 231-234, May.
    37. Rolf Larsson & Johan Lyhagen & Mickael Lothgren, 2001. "Likelihood-based cointegration tests in heterogeneous panels," Econometrics Journal, Royal Economic Society, vol. 4(1), pages 1-41.
    38. László Mátyás & Patrick Sevestre (ed.), 2008. "The Econometrics of Panel Data," Advanced Studies in Theoretical and Applied Econometrics, Springer, number 978-3-540-75892-1.
    39. Kumbhakar, Subal C. & Wang, Hung-Jen, 2005. "Estimation of growth convergence using a stochastic production frontier approach," Economics Letters, Elsevier, vol. 88(3), pages 300-305, September.
    40. McGuckin, Robert & Ark, Bart van, 2005. "Productivity and participation: an international comparison," GGDC Research Memorandum 200578, Groningen Growth and Development Centre, University of Groningen.
    41. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    42. Suzanne McCoskey & Chihwa Kao, 1998. "A residual-based test of the null of cointegration in panel data," Econometric Reviews, Taylor & Francis Journals, vol. 17(1), pages 57-84.
    43. Kejriwal, Mohitosh & Perron, Pierre, 2008. "Data Dependent Rules For Selection Of The Number Of Leads And Lags In The Dynamic Ols Cointegrating Regression," Econometric Theory, Cambridge University Press, vol. 24(5), pages 1425-1441, October.
    44. Jorgenson, Dale W. & Ho, Mun S. & Stiroh, Kevin J., 2003. "Lessons from the US growth resurgence," Journal of Policy Modeling, Elsevier, vol. 25(5), pages 453-470, July.
    45. Coakley, Jerry & Kellard, Neil & Snaith, Stuart, 2005. "The PPP debate: Price matters!," Economics Letters, Elsevier, vol. 88(2), pages 209-213, August.
    46. 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.
    47. repec:dgr:rugggd:200578 is not listed on IDEAS
    48. Focco Vijselaar & Ronald Albers, 2004. "New technologies and productivity growth in the euro area," Empirical Economics, Springer, vol. 29(3), pages 621-646, September.
    49. Andrea Bassanini & Stefano Scarpetta, 2002. "Growth, Technological Change, and ICT Diffusion: Recent Evidence from OECD Countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 18(3), pages 324-344.
    50. Patrick Sevestre & Laszlo Matyas, 2008. "The Econometrics of Panel Data," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00279977, HAL.
    51. Robert H. McGuckin, 2002. "Computers and Productivity: are Aggregation Effects Important?," Economic Inquiry, Western Economic Association International, vol. 40(1), pages 42-59, January.
    52. Francesco Daveri & Olmo Silva, 2004. "Not only Nokia: what Finland tells us about new economy growth [‘The role of Nokia in the Finnish economy’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 19(38), pages 118-163.
    53. Ana Rincon-Aznar & Dr Michela Vecchi, 2004. "The dynamic impact of ICT spillovers on companies' productivity performance," National Institute of Economic and Social Research (NIESR) Discussion Papers 245, National Institute of Economic and Social Research.
    54. William Nordhaus, 2005. "The Sources of the Productivity Rebound and the Manufacturing Employment Puzzle," NBER Working Papers 11354, National Bureau of Economic Research, Inc.
    55. Marcel P. Timmer & Bart van Ark, 2005. "Does information and communication technology drive EU-US productivity growth differentials?," Oxford Economic Papers, Oxford University Press, vol. 57(4), pages 693-716, October.
    56. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2003. "Lessons for Canada from the U.S. Growth Resurgence," International Productivity Monitor, Centre for the Study of Living Standards, vol. 6, pages 3-18, Spring.
    57. Mary O'Mahony & Michela Vecchi, 2005. "Quantifying the Impact of ICT Capital on Output Growth: A Heterogeneous Dynamic Panel Approach," Economica, London School of Economics and Political Science, vol. 72(288), pages 615-633, November.
    58. Nelson C. Mark & Donggyu Sul, 2003. "Cointegration Vector Estimation by Panel DOLS and Long‐run Money Demand," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(5), pages 655-680, December.
    59. Laura Bottazzi & Giovanni Peri, 2005. "The International Dynamics of R&D and Innovation in the Short and in the Long Run," NBER Working Papers 11524, National Bureau of Economic Research, Inc.
    60. Belorgey, Nicolas & Lecat, Remy & Maury, Tristan-Pierre, 2006. "Determinants of productivity per employee: An empirical estimation using panel data," Economics Letters, Elsevier, vol. 91(2), pages 153-157, May.
    61. Dirk Frantzen, 2000. "R&D, Human Capital and International Technology Spillovers: A Cross‐country Analysis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 102(1), pages 57-75, March.
    62. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    63. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    64. Francesco Daveri & Olmo Silva, "undated". "Not Only Nokia," Working Papers 222, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
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    More about this item

    Keywords

    ICT; Economic growth; Panel cointegration analysis;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • E20 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - General (includes Measurement and Data)
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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