The role of ICT in the global investment cycle
AbstractMost macroeconomic forecasters underestimated global investment during the late 1990s. One potential reason was that the models they were using were insufficiently disaggregated. In this paper, an empirical model is estimated whose out-of-sample forecasts largely predicted the global investment boom of the late 1990s. The main factor behind the improved model performance is the distinction between investment in ICT assets and investment in other assets, using disaggregated investment data provided by the OECD. In line with previous studies on US and UK investment performance, ICT investment is estimated to be much more responsive to changes in the real user cost of capital. In particular, panel and seemingly unrelated regression (SUR) estimates suggest very strong relative price effects on ICT investment for all G7 countries and Australia. The data also allow an examination of the effects of possible deflator mismeasurement; but within our framework, the measurement of investment using harmonised, rather than national, deflators is not found to have a material impact on forecasting performance.
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Date of creation: Mar 2005
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This paper has been announced in the following NEP Reports:
- NEP-ALL-2005-04-24 (All new papers)
- NEP-EEC-2005-04-24 (European Economics)
- NEP-FIN-2005-04-24 (Finance)
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.:
- Andrew Hallett & Gert Peersman & Laura Piscitelli, 2004.
"Investment Under Monetary Uncertainty: A Panel Data Investigation,"
Economic Change and Restructuring,
Springer, vol. 31(2), pages 137-162, June.
- Andrew Hallett & Gert Peersman & Laura Piscitelli, 2004. "Investment Under Monetary Uncertainty: A Panel Data Investigation," Empirica, Springer, vol. 31(2), pages 137-162, June.
- Laura Piscitelli & Andrew Hughes Hallett & Gert Peersman, 2004. "Investment Under Monetary Uncertainty: A Panel Data Investigation," Royal Economic Society Annual Conference 2004 21, Royal Economic Society.
- Pasaran, M.H. & Im, K.S. & Shin, Y., 1995.
"Testing for Unit Roots in Heterogeneous Panels,"
Cambridge Working Papers in Economics
9526, Faculty of Economics, University of Cambridge.
- Joseph P. Byrne & E. Philip Davis, 2005.
"Investment and Uncertainty in the G7,"
Review of World Economics (Weltwirtschaftliches Archiv),
Springer, vol. 141(1), pages 1-32, April.
- Stephen Oliner & Glenn Rudebusch & Daniel Sichel, 1993.
"New and old models of business investment: a comparison of forecasting performance,"
Working Paper Series / Economic Activity Section
141, Board of Governors of the Federal Reserve System (U.S.).
- Oliner, Stephen & Rudebusch, Glenn & Sichel, Daniel, 1995. "New and Old Models of Business Investment: A Comparison of Forecasting Performance," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(3), pages 806-26, August.
- Banerjee, Anindya, 1999. " Panel Data Unit Roots and Cointegration: An Overview," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 607-29, Special I.
- Banerjee, Anindya, et al, 1986. "Exploring Equilibrium Relationships in Econometrics through Static Models: Some Monte Carlo Evidence," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 48(3), pages 253-77, August.
- Stacey Tevlin & Karl Whelan, 2000.
"Explaining the investment boom of the 1990s,"
Finance and Economics Discussion Series
2000-11, Board of Governors of the Federal Reserve System (U.S.).
- Jan J.J. Groen & Frank R. Kleibergen, 1999.
"Likelihood-Based Cointegration Analysis in Panels of Vector Error Correction Models,"
Tinbergen Institute Discussion Papers
99-055/4, Tinbergen Institute.
- Groen, Jan J J & Kleibergen, Frank, 2003. "Likelihood-Based Cointegration Analysis in Panels of Vector Error-Correction Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 295-318, April.
- J.J.J. Groen & F. Kleibergen, 2001. "Likelihood-Based Cointegration Analysis in Panels of Vector Error Correction Models," WO Research Memoranda (discontinued) 646, Netherlands Central Bank, Research Department.
- Campa, Jose Manuel & Goldberg, Linda S, 1999.
"Investment, Pass-Through, and Exchange Rates: A Cross-Country Comparison,"
International Economic Review,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(2), pages 287-314, May.
- Jose Campa & Linda S. Goldberg, 1996. "Investment, pass-through, and exchange rates: a cross-country comparison," Staff Reports 14, Federal Reserve Bank of New York.
- Jose Campa & Linda S. Goldberg, 1995. "Investment, Pass-Through and Exchange Rates: A Cross-Country Comparison," NBER Working Papers 5139, National Bureau of Economic Research, Inc.
- Campa, Jose & Goldberg, Linda, 1995. "Investment, Pass-Through and Exchange-Rates: A Cross-Country Comparison," Working Papers 95-14, C.V. Starr Center for Applied Economics, New York University.
- Hasan Bakhshi & Nicholas Oulton & Jamie Thompson, 2003. "Modelling investment when relative prices are trending: theory and evidence for the United Kingdom," Bank of England working papers 189, Bank of England.
- Peter Pedroni, 1999.
"Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors,"
Department of Economics Working Papers
2000-02, Department of Economics, Williams College.
- Pedroni, Peter, 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(0), pages 653-70, Special I.
- Sarno, Lucio & Taylor, Mark P, 1997.
"The Behaviour of Real Exchange Rates During the Post-Bretton Woods Period,"
CEPR Discussion Papers
1730, C.E.P.R. Discussion Papers.
- Taylor, Mark P. & Sarno, Lucio, 1998. "The behavior of real exchange rates during the post-Bretton Woods period," Journal of International Economics, Elsevier, vol. 46(2), pages 281-312, December.
- Groen, Jan J J, 2002. " Cointegration and the Monetary Exchange Rate Model Revisited," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(4), pages 361-80, September.
- Bean, Charles R, 1981. "An Econometric Model of Manufacturing Investment in the UK," Economic Journal, Royal Economic Society, vol. 91(361), pages 106-21, March.
- Thomas A. Garrett, 2002. "Aggregated vs. disaggregated data in regression analysis: implications for inference," Working Papers 2002-024, Federal Reserve Bank of St. Louis.
- Julia Darby & Andrew Hughes Hallett & Jonathan Ireland & Laura Piscitelli, .
"The Impact of Exchange Rate Uncertainty on the Level of Investment,"
ICMM Discussion Papers
49, Department of Economics University of Strathclyde.
- Darby, Julia, et al, 1999. "The Impact of Exchange Rate Uncertainty on the Level of Investment," Economic Journal, Royal Economic Society, vol. 109(454), pages C55-67, March.
- Darby, Julia & Hughes Hallett, Andrew & Ireland, Jonathan & Piscitelli, Laura, 1998. "The Impact of Exchange Rate Uncertainty on the Level of Investment," CEPR Discussion Papers 1896, C.E.P.R. Discussion Papers.
- Jaime Marquez & Shing-Yi Wang, 2003. "IT investment and Hicks' composite-good theorem: the U.S. experience," International Finance Discussion Papers 767, Board of Governors of the Federal Reserve System (U.S.).
- Colin Ellis & Simon Price, 2004. "UK Business Investment and the User Cost of Capital," Manchester School, University of Manchester, vol. 72(s1), pages 72-93, 09.
- Pesaran, M.H. & Smith, R., 1992.
"Estimating Long-Run Relationships From Dynamic Heterogeneous Panels,"
Cambridge Working Papers in Economics
9215, Faculty of Economics, University of Cambridge.
- Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
- Larsson, Rolf & Lyhagen, Johan & Löthgren, Mickael, 1998.
"Likelihood-Based Cointegration Tests in Heterogeneous Panels,"
Working Paper Series in Economics and Finance
250, Stockholm School of Economics, revised 27 Aug 1998.
- Rolf Larsson & Johan Lyhagen & Mickael Lothgren, 2001. "Likelihood-based cointegration tests in heterogeneous panels," Econometrics Journal, Royal Economic Society, vol. 4(1), pages 41.
- Alessandra Colecchia & Paul Schreyer, 2002. "The contribution of information and communication technologies to economic growth in nine OECD countries," OECD Economic Studies, OECD Publishing, vol. 2002(1), pages 153-171.
- M Pesaran & Yongcheol Shin & Ron P Smith, 2004. "Pooled mean group estimation of dynamic heterogeneous panels," ESE Discussion Papers 16, Edinburgh School of Economics, University of Edinburgh.
- Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
- Robert S. Chirinko & Steven M. Fazzari & Andrew P. Meyer, 2002.
"That Elusive Elasticity: A Long-Panel Approach To Estimating The Price Sensitivity Of Business Capital,"
10th International Conference on Panel Data, Berlin, July 5-6, 2002
B3-1, International Conferences on Panel Data.
- Robert Chirinko & Steven M. Fazzari & Andrew P. Meyer, 2002. "That Elusive Elasticity: A Long-panel Approach to Estimating the Price Sensitivity of Business Capital," Emory Economics 0202, Department of Economics, Emory University (Atlanta).
- E. Philip Davis & Paul Ashworth, 2001. "Some evidence on financial factors in the determination of aggregate business investment for the G7 countries," NIESR Discussion Papers 187, National Institute of Economic and Social Research.
- James Smith, 2008. "That elusive elasticity and the ubiquitous bias: is panel data a panacea?," Bank of England working papers 342, Bank of England.
- Francesco Venturini, 2009.
"The long-run impact of ICT,"
Springer, vol. 37(3), pages 497-515, December.
- Shaun K. Roache, 2006. "Domestic Investment and the Cost of Capital in the Caribbean," IMF Working Papers 06/152, International Monetary Fund.
- Shaun K. Roache, 2006. "Domestic Investment and the Cost of Capital in the Caribbean," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 6(3).
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