The long-run impact of ICT

This paper examines the growth impact of digital capital in the US and the EU-15 countries from a long-run perspective. It estimates the elasticity of output with respect to Information and Communication Technology (ICT) within a production function framework, by means of a panel cointegration analysis. ICT capital is found to significantly spur GDP growth over time, and above its income share. This sharply contrasts with existing aggregate evidence, and with the view that the growth impact of this factor is confined to the contribution given to the productivity resurgence of the 1990s.

[1]  Stephen D. Oliner,et al.  The Resurgence of Growth in the Late 1990s: Is Information Technology the Story? , 2000 .

[2]  Dominique Guellec,et al.  From R&D to Productivity Growth: Do the Institutional Settings and the Source of Funds of R&D Matter? , 2004 .

[3]  Marcel P. Timmer,et al.  IT in the European Union: Driving Productivity Divergence? , 2003 .

[4]  Jacques Mairesse,et al.  ICT Diffusion and Potential Output Growth , 2004 .

[5]  Andrea Bassanini,et al.  Growth, Technological Change, and ICT Diffusion: Recent Evidence from OECD Countries , 2002 .

[6]  A. Colecchia,et al.  ICT Investment and Economic Growth in the 1990s: Is the United States a Unique Case? A Comparative Study of Nine OECD Countries , 2002 .

[7]  M. Hashem Pesaran,et al.  Pooled Mean Group Estimation of Dynamic Heterogeneous Panels , 1999 .

[8]  Chihwa Kao,et al.  Key Words and Phrases: LBUI test; LM test. , 2022 .

[9]  Pol Antràs Is the U.S. Aggregate Production Function Cobb-Douglas? New Estimates of the Elasticity of Substitution , 2004 .

[10]  Nicholas Oulton,et al.  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? , 2003, NBER Macroeconomics Annual.

[11]  M. Ogaki,et al.  Dynamic Seemingly Unrelated Cointegrating Regression , 2003 .

[12]  John Van Reenen,et al.  Productivity and ICT: a review of the evidence , 2006 .

[13]  Fabrizio Adriani,et al.  Does the Digital Divide Matter? The Role of Information and Communication Technology in Cross-Country Level and Growth Estimates? , 2003 .

[14]  M. Pohjola,et al.  Biased Technical Change and Capital-Labour Substitution in Finland, 1902-2003 , 2006 .

[15]  M. Arellano,et al.  Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations , 1991 .

[16]  D. Jorgenson Economic growth in the information age , 2002 .

[17]  Marcel P. Timmer,et al.  Does information and communication technology drive EU-US productivity growth differentials? , 2005 .

[18]  Francesco Venturini ICT and Productivity Resurgence: A Growth Model for the Information Age , 2007 .

[19]  Michael McMahon,et al.  The Role of ICT in the Global Investment Cycle , 2005 .

[20]  Min-Hsien Chiang,et al.  On the Estimation and Inference of a Cointegrated Regression in Panel Data , 1997 .

[21]  Joakim Westerlund,et al.  A panel bootstrap cointegration test , 2007 .

[22]  Andrew T. Levin,et al.  Unit root tests in panel data: asymptotic and finite-sample properties , 2002 .

[23]  Data Dependent Endogeneity Correction in Cointegrated Panels , 2005 .

[24]  Jaime R. Marquez,et al.  International Comparisons of Productivity Growth: The Role of Information Technology and Regulatory Practices , 2004 .

[25]  S. Kumbhakar,et al.  Estimation of growth convergence using a stochastic production frontier approach , 2005 .

[26]  Jörg Breitung,et al.  Unit Roots and Cointegration in Panels , 2005, SSRN Electronic Journal.

[27]  Ana Rincon-Aznar,et al.  The dynamic impact of ICT spillovers on companies' productivity performance , 2004 .

[28]  R. Blundell,et al.  Initial Conditions and Moment Restrictions in Dynamic Panel Data Models , 1998 .

[29]  A. Zellner An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation Bias , 1962 .

[30]  Patrick Sevestre,et al.  The Econometrics of Panel Data , 1993 .

[31]  Francesco Daveri Why is there a Productivity Problem in the EU? CEPS Working Documents No. 205, 1 July 2004 , 2004 .

[32]  M. Falk,et al.  Explaining Differences in Economic Growth among OECD Countries , 2005 .

[33]  Wilbur John Coleman,et al.  Cross-Country Technology Diffusion: The Case of Computers , 2001 .

[34]  Mary O'Mahony,et al.  EU Productivity and Competitiveness: An Industry Perspective Can Europe Resume the Catching-up Process? , 2003 .

[35]  Rolf Larsson,et al.  Likelihood-Based Cointegration Tests in Heterogeneous Panels , 2001 .

[36]  Bart van Ark,et al.  ICT investments and growth accounts for the European Union , 2002 .

[37]  Kenneth L. Kraemer,et al.  Information technology and economic performance: A critical review of the empirical evidence , 2003, CSUR.

[38]  B. Ark,et al.  Productivity and participation: An international comparison , 2005 .

[39]  D. Jorgenson Information Technology and the U.S. Economy , 2001 .

[40]  Robert H. McGuckin,et al.  Computers and Productivity: Are Aggregation Effects Important? , 2002 .

[41]  The PPP debate: Price matters! , 2005 .

[42]  D. Frantzen R&D, Human Capital and International Technology Spillovers: A Cross‐country Analysis , 2000 .

[43]  Tamim A. Bayoumi,et al.  It's Not What You Make, it's How You Use it: Measuring the Welfare Benefits of the it Revolution Across Countries , 2002, SSRN Electronic Journal.

[44]  K. Stiroh,et al.  Are ICT Spillovers Driving the New Economy? , 2002 .

[45]  K. Kraemer,et al.  : Evidence from , 2022 .

[46]  A. Heshmati,et al.  The Causal Relationship between ICT and FDI , 2005 .

[47]  Jungsoo Park,et al.  The Intensity and Externality Effects of Information Technology Investments on National Productivity Growth , 2007, IEEE Transactions on Engineering Management.

[48]  D. Jorgenson,et al.  Lessons from the U. S. Growth Resurgence , 2003 .

[49]  B. Ark,et al.  Productivity and participation , 2005 .

[50]  E. Wolff,et al.  Productivity, Computerization, and Skill Change , 2002 .

[51]  Fabrizio Adriani,et al.  Does the digital divide matter? The role of information and communication technology in cross-country level and growth estimates , 2005 .

[52]  P. Pedroni Current Version : July 25 , 1999 CRITICAL VALUES FOR COINTEGRATION TESTS IN HETEROGENEOUS PANELS WITH MULTIPLE REGRESSORS * , 1999 .

[53]  Peter Pedroni,et al.  Purchasing Power Parity Tests in Cointegrated Panels , 2001, Review of Economics and Statistics.

[54]  Dale W. Jorgenson,et al.  Lessons from the US growth resurgence , 2003 .

[55]  M. Pesaran A Simple Panel Unit Root Test in the Presence of Cross Section Dependence , 2003 .

[56]  Kozo Otsuka,et al.  Knowledge Spillover from Information and Communication Technology: A Comparative Study of , 2004 .

[57]  Focco Vijselaar,et al.  New technologies and productivity growth in the euro area , 2002, SSRN Electronic Journal.

[58]  D. Jorgenson,et al.  Raising the Speed Limit: U.S. Economic Growth in the Information Age , 2000 .

[59]  Mark P. Taylor,et al.  Purchasing Power Parity and the Real Exchange Rate , 2001, IMF Staff Papers.

[60]  R. Gordon,et al.  Five Puzzles in the Behavior of Productivity, Investment, and Innovation , 2004 .

[61]  The it Revolution Across the United States , 2006 .

[62]  Mark W. Watson,et al.  A SIMPLE ESTIMATOR OF COINTEGRATING VECTORS IN HIGHER ORDER INTEGRATED SYSTEMS , 1993 .

[63]  Mary O'Mahony,et al.  Quantifying the Impact of ICT Capital on Output Growth: A Heterogeneous Dynamic Panel Approach , 2005 .

[64]  In-Koo Cho,et al.  On the complexity of repeated principal agent games , 1996 .

[65]  H. Moon,et al.  Efficient Estimation of the SUR Cointegration Regression Model and Testing for Purchasing Power Parity , 2004 .

[66]  Paul Schreyer,et al.  Computer Price Indices and International Growth and Productivity Comparisons , 2002 .

[67]  Pentti Saikkonen,et al.  Asymptotically Efficient Estimation of Cointegration Regressions , 1991, Econometric Theory.

[68]  Francesco Daveri,et al.  The New Economy in Europe (1992-2001) , 2002 .

[69]  Dirk Pilat,et al.  ICT Production and ICT Use: What Role in Aggregate Productivity Growth? , 2004 .

[70]  Francesco Daveri,et al.  Not Only Nokia: What Finland Tells Us About New Economy Growth , 2004 .

[71]  Donggyu Sul,et al.  Cointegration Vector Estimation by Panel Dols and Long-Run Money Demand , 2002 .

[72]  M. Pesaran,et al.  Testing for unit roots in heterogeneous panels , 2003 .

[73]  E. Brynjolfsson,et al.  Computing Productivity: Firm-Level Evidence , 2003, Review of Economics and Statistics.

[74]  L. Bottazzi,et al.  The International Dynamics of R&D and Innovation in the Short and in the Long Run , 2005 .

[75]  M. Kejriwal,et al.  DATA DEPENDENT RULES FOR SELECTION OF THE NUMBER OF LEADS AND LAGS IN THE DYNAMIC OLS COINTEGRATING REGRESSION , 2008, Econometric Theory.

[76]  R. Lecat,et al.  Determinants of Productivity Per Employee: An Empirical Estimation Using Panel Data , 2004 .

[77]  K. Stiroh Information Technology and the U.S. Productivity Revival: What Do the Industry Data Say? , 2001 .

[78]  The i.t. Revolution Across the U.S. States , 2002 .

[79]  D. Jorgenson,et al.  Information Technology and the World Economy , 2005 .

[80]  Mary O'Mahony,et al.  Productivity, Workplace Performance and ICT: Industry and Firm-Level Evidence for Europe and the Us , 2005 .

[81]  R. Barro,et al.  International Data on Educational Attainment Updates and Implications , 2000 .

[82]  S. Lee,et al.  Information and Communications Technology (ICT) and Spillover: A Panel Analysis , 2004 .

[83]  P. Pedroni PANEL COINTEGRATION: ASYMPTOTIC AND FINITE SAMPLE PROPERTIES OF POOLED TIME SERIES TESTS WITH AN APPLICATION TO THE PPP HYPOTHESIS , 2004, Econometric Theory.

[84]  Bart van Ark,et al.  Catching up or getting stuck? Europe's troubles to exploit ICT's productivity potential , 2006 .

[85]  Nicholas Oulton,et al.  Productivity Growth and the Role of ICT in the United Kingdom: An Industry View, 1970-2000 , 2005 .