Ceccobelli, Matteo and Gitto, Simone and Paolo, Mancuso (2012): ICT capital and labour productivity growth: A non-parametric analysis of 14 OECD countries. Published in: Telecommunications Policy
Preview |
PDF
MPRA_paper_68642.pdf Download (689kB) | Preview |
Abstract
This paper uses a new set of country data for 14 countries, members of the OECD, and a non-parametric approach to provide new evidence on the impact of Information and Communication Technology (ICT) on labour productivity growth between 1995 and 2005. For the first time, in the present paper a bootstrap approach for the decomposition of labour productivity change, proposed by Kumar and Russell (2002), is employed. This approach permits to conduct statistical inference on the parameters of interest, and to analyse the effects of ICT technologies on capital accumulation. The results confirm the role of ICT as a general purpose technology that needs organizational and business process changes to fully exploit its growth opportunities. The paper also finds out, by applying a non-parametric test, that ICT technologies positively contribute to the generation of convergence clubs in the evolution of labour productivity. Finally, the empirical evidence offers some basic guidance for future policy intervention in supporting ICT capital investments.
Item Type: | MPRA Paper |
---|---|
Original Title: | ICT capital and labour productivity growth: A non-parametric analysis of 14 OECD countries |
Language: | English |
Keywords: | ICT; economic growth; labour productivity; bootstrap; convergence. |
Subjects: | C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General > C14 - Semiparametric and Nonparametric Methods: General D - Microeconomics > D2 - Production and Organizations > D24 - Production ; Cost ; Capital ; Capital, Total Factor, and Multifactor Productivity ; Capacity O - Economic Development, Innovation, Technological Change, and Growth > O3 - Innovation ; Research and Development ; Technological Change ; Intellectual Property Rights > O30 - General O - Economic Development, Innovation, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity > O47 - Empirical Studies of Economic Growth ; Aggregate Productivity ; Cross-Country Output Convergence |
Item ID: | 68642 |
Depositing User: | SIMONE GITTO |
Date Deposited: | 03 Jan 2016 11:29 |
Last Modified: | 28 Sep 2019 21:58 |
References: | Angeriz, A., McCombie, J., & Roberts, M. (2006). Productivity, efficiency and technological change in European Union regional manufacturing: A data envelopment analysis approach. The Manchester School, 74(4), 500–525. Barro, R., & Sala-i-Martin X. (1995). Economic Growth. New York, NY: McGraw-Hill. Basu, S., & Fernald, J. G. (2007). Information and communications technology as a general-purpose technology: Evidence from U.S. industry data. German Economic Review, 8(2), 146–173. Basu, S., Fernald, J. G., Oulton, N., & Srinivasan S. (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 Macroeconomics Annual, 4, 9‐63. Baumol, W. J., Nelson, R. R., & Wolff, E. N. (1994). Convergence of productivity: Cross-national studies and historical evidence. Oxford (UK): Oxford University Press. Bosworth, B., & Collins S. M. (2003). The empirics of growth: An update. Brookings Papers on Economic Activity, 2, 113-206. Bowman, A. W. (1984). An alternative method of cross-validation for the smoothing of density estimates. Biometrika, 71(2), 353-360. Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429–444. Colecchia, A., & Schreyer, P. (2002). ICT investment and economic growth in the 1990s: Is the United States a unique case? A comparative study of nine OECD countries. Review of Economic Dynamics, 5(2), 408-442. Colombo, M. G., & Grilli, L. (2007). Technology policy for the knowledge economy: Public support to young ICT service firms. Telecommunications Policy, 31(10–11), 573–591. Daveri, F. (2002). The new economy in Europe: 1992-2001. Oxford Review of Economic Policy, 18(3), 345-362. David, P. A. (1990). The dynamo and the computer and dynamo: A historical perspective on the modern productivity paradox. American Economic Review, 80(2), 355-361. Färe, R., Grosskopf, S., & Lovell, K. (1995). Production frontiers. Cambridge, UK: Cambridge University Press. Fare, R., Grosskopf, S., & Margaritis, D. (2006). Productivity Growth and Convergence in the European Union. Journal of Productivity Analysis, 25(1-2), 111-141. Fare, R., Grosskopf, S., Norris, M., & Zhang, Z. (1994). Productivity growth, technical progress, and efficiency change in industrialized countries. American Economic Review, 84(1), 66–83. Fukao, K., Miyagawa, T., Pyo, H. K., & Rhee, K. H. (2009). Estimates of multifactor productivity, ICT contributions and resource reallocation effects in Japan and Korea. RIETI discussion paper, RIETI Discussion Paper Series 09-E-021. Retrieved from http://www.rieti.go.jp/jp/publications/dp/09e021.pdf. Jalava, J., & Pohjola, M. (2007). ICT as a source of output and productivity growth in Finland. Telecommunications Policy, 31(8-9), 463–472. Jorgenson, D. W. (2001). Information technology and the U.S. economy. American Economic Review, 91(1), 1–32. Jorgenson, D. W. (2005). Accounting for growth in the information age. In P. Aghion, & S. Durlauf (Eds), Handbook of Economic Growth (pp. 743-815). Amsterdam: North-Holland. Jorgenson, D. W., Ho, M., & Stiroh, K. J. (2005). Information Technology and the American Growth Resurgence: Cambridge (UK): MIT Press. Jorgenson, D. W., Ho, M. S., & Stiroh, K. J. (2008). A Retrospective Look at the U.S. Productivity Growth Resurgence. The Journal of Economic Perspectives, 22(1), 3-24. Jorgenson, D. W., & Stiroh, K. J. (2000). Raising the speed limit: US economic growth in the information age. Brookings Papers on Economic Activity, 1, 115–235 Kneip, A., Simar, L., & Wilson, P. W. (2008). Asymptotics and consistent bootstraps for DEA estimators in non-parametric frontier models. Econometric Theory, 24(6), 1663–1697. Kumar, S., & Russell, R. R. (2002). Technological change, technological catch-up, and capital deepening: Relative contributions to growth and convergence. American Economic Review, 92(3), 527–548. Lains, P. (2008). The Portuguese economy in the Irish mirror, 1960–2004. Open Economies Review, 19(5), 667–683. Lam, P. L., & Shiu, A. (2010). Economic growth, telecommunications development and productivity growth of the telecommunications sector: Evidence around the world. Telecommunications Policy, 34(4), 185–199. Leibenstein, H. (1978). General X-efficiency theory and economic development. New York, NY: Oxford University Press. López-Pueyo, C., & Mancebón Torrubia, M. J. (2009). Sources of productivity growth and convergence in ICT industries: An intertemporal non parametric frontier approach. Documento de Trabajo 2009-04, Facultad de Ciencias Económicas y Empresariales, Universidad de Zaragoza. Retrieved from http://www.dteconz.unizar.es/DT2009-04.pdf. Los, B., & Timmer, M. P. (2005). The “appropriate technology” explanation of productivity growth differentials: An empirical approach. Journal of Development Economics, 77(2), 517-531. Maasoumi, E., & Racine, J. (2002). Entropy and predictability of stock market returns. Journal of Econometrics, 107(1-2), 291-312. Maffezzoli, M. (2006). Convergence across Italian regions and the role of technological catch-up. Journal of Macroeconomics, 6(1), 1-43. Margaritis, D., Fare, R., & Grosskopf, S. (2007). Productivity, convergence and policy: A study of OECD countries and industries. Journal of Productivity Analysis, 28(1), 87–105. Naastepad, C. W. M., & Storm, S. (2007). OECD demand regimes (1960–2000). Journal of Post Keynesian Economics, 29(2), 211–246. Nunamaker, T. R. (1985). Using data envelopment analysis to measure the efficiency of non-profit organizations: A critical evaluation. Managerial and Decision Economics, 6(1), 50–58. OECD (2008). Economic Surveys: Portugal 2008. Paris: OECD. Retrieved from http://www.datafileportugal.com/OECD062008PortugalSurvey.pdf OECD (2009). Science, Technology and Industry Scoreboard 2009. Paris: France. OECD Publishing. O’Mahony, M., & Vecchi, M. (2005). Quantifying the impact of ICT capital on output growth: a heterogeneous dynamic panel approach. Economica, 72 (288), 615–633. Oliner, S. D., & Sichel, D. E. (2002). Information technology and productivity: Where are we now and where are we going? Federal Reserve Bank of Atlanta Economic Review, 87(3rd Quarter), 15-44. Quah, D. T. (1993). Galton’s fallacy and tests of the convergence hypothesis. Scandinavian Journal of Economics, 95(4), 427-443. Quah, D. T. (1996). Twin peaks: Growth and convergence in models of distribution dynamics. The Economic Journal, 106(437), 1045–1055. Quah, D. T. (1997). Empirics for growth and distribution: stratification, polarization, and convergence clubs. Journal of Economic Growth, 2(1), 27–59. Rudemo, M. (1982). Empirical choice of histograms and kernel density estimators. Scandinavian Journal of Statistics, 9(2), 65-78. Schreyer, P. (2002). Computer price indices and international growth and productivity comparisons. Review of Income and Wealth, 48(1), 15–31. Seo, H. J., Lee, Y. S., & Oh, J. H. (2009). Does ICT investment widen the growth gap? Telecommunications Policy, 33(8), 422–431. Simar L., & Wilson, P. W. (1998). Sensitivity analysis of efficiency scores: How to bootstrap in non-parametric frontier models. Management Science, 44(11), 49–61. Simar L., & Wilson, P. W. (1999). Estimating and bootstrapping Malmquist indices. European Journal of Operational Research, 115(3), 459–471. Solow, R. M. (1987). We’d better watch out. New York, NY: New York Times Book Review. Stiroh, K. J. (2002). Information technology and the U.S. productivity revival: What do the industry data say? American Economic Review, 92(5), 1559–1576. Timmer, M., & van Ark, B. (2005). Does information and communication technology drive EU-US productivity growth differentials?. Oxford Economic Papers, 57(4), 693-716. van Ark, B., Inklaar, R., & McGuckin, R. H. (2003). ‘Changing Gear’ Productivity, ICT and Service Industries: Europe and the United States. In J. F. Christensen, P. Maskell (Eds.), The Industrial Dynamics of the New Digital Economy (pp. 56-100). Cheltenham (UK): Edward Elgar. Venturini, F. (2009). The long-run impact of ICT. Empirical Economics, 37(3), 497-515. Vicente, M. R., & Lopez, A. J. (2011). Assessing the regional digital divide across the European Union-27. Telecommunications Policy, 35(3), 220–237. Vu, K. M. (2011). ICT as a source of economic growth in the information age: Empirical evidence from the 1996–2005 period. Telecommunications Policy, 35(4), 357–372. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/68642 |