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The modern drivers of productivity

Listed author(s):
  • Venturini, Francesco

This paper studies the role of technology spillovers in productivity growth of OECD countries looking at investments in Information and Communication Technology (ICT) and Research & Development (R&D). We find that both forms of technologically advanced capital (ICT and R&D) influence total factor productivity (TFP) over the long run: the former effect derives from externalities related to the use of ICT capital, the latter from knowledge spillovers generated by research performed to produce ICT goods. These findings are robust to controlling for import penetration of ICT products and the underlying R&D. Our evidence suggests that: (i) investing in ICT capital delivers significant productivity benefits, (ii) domestic production of ICT goods is source of important knowledge spillovers, and that (iii) in terms of TFP gains a low degree of industry specialization in information technology cannot be compensated by a country's trade openness, i.e., by importing ICT goods. These results help to explain trends in high-tech specialization and international trade.

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File URL: http://www.sciencedirect.com/science/article/pii/S0048733314001863
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Article provided by Elsevier in its journal Research Policy.

Volume (Year): 44 (2015)
Issue (Month): 2 ()
Pages: 357-369

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Handle: RePEc:eee:respol:v:44:y:2015:i:2:p:357-369
DOI: 10.1016/j.respol.2014.10.011
Contact details of provider: Web page: http://www.elsevier.com/locate/respol

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  1. Bresnahan, Timothy F. & Trajtenberg, M., 1995. "General purpose technologies 'Engines of growth'?," Journal of Econometrics, Elsevier, vol. 65(1), pages 83-108, January.
  2. 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, 07.
  3. Francesco Venturini, 2009. "The long-run impact of ICT," Empirical Economics, Springer, vol. 37(3), pages 497-515, December.
  4. 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.
  5. Francesco Venturini & Ana Rincon-Aznar & Dr Michela Vecchi, 2013. "ICT as a general purpose technology: spillovers, absorptive capacity and productivity performance," NIESR Discussion Papers 416, National Institute of Economic and Social Research.
  6. Coe, David T. & Helpman, Elhanan & Hoffmaister, Alexander W., 2009. "International R&D spillovers and institutions," European Economic Review, Elsevier, vol. 53(7), pages 723-741, October.
  7. ten Raa, Thijs & Wolff, Edward N., 2000. "Engines of growth in the US economy," Structural Change and Economic Dynamics, Elsevier, vol. 11(4), pages 473-489, December.
  8. Robert Inklaar & Mary O'Mahony & Marcel Timmer, 2005. "ICT AND EUROPE's PRODUCTIVITY PERFORMANCE: INDUSTRY-LEVEL GROWTH ACCOUNT COMPARISONS WITH THE UNITED STATES," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 51(4), pages 505-536, December.
  9. Rebekka Christopoulou & Philip Vermeulen, 2012. "Markups in the Euro area and the US over the period 1981–2004: a comparison of 50 sectors," Empirical Economics, Springer, vol. 42(1), pages 53-77, February.
  10. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
  11. Lumenga-Neso, Olivier & Olarreaga, Marcelo & Schiff, Maurice, 2005. "On `indirect' trade-related R&D spillovers," European Economic Review, Elsevier, vol. 49(7), pages 1785-1798, October.
  12. 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.
  13. Kao, Chihwa & Chiang, Min-Hsien & Chen, Bangtian, 1999. " International R&D Spillovers: An Application of Estimation and Inference in Panel Cointegration," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 691-709, Special I.
  14. Lee, Gwanghoon, 2006. "The effectiveness of international knowledge spillover channels," European Economic Review, Elsevier, vol. 50(8), pages 2075-2088, November.
  15. Polder, Michael & Leeuwen, George van & Mohnen, Pierre & Raymond, Wladimir, 2010. "Product, process and organizational innovation: drivers, complementarity and productivity effects," MERIT Working Papers 035, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  16. Engelbrecht, Hans-Jurgen, 1997. "International R&D spillovers, human capital and productivity in OECD economies: An empirical investigation," European Economic Review, Elsevier, vol. 41(8), pages 1479-1488, August.
  17. 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.
  18. Madden, Gary & Savage, Scott J., 2000. "R&D spillovers, information technology and telecommunications, and productivity in ASIA and the OECD," Information Economics and Policy, Elsevier, vol. 12(4), pages 367-392, December.
  19. Jovanovic, Boyan & Rousseau, Peter L., 2005. "General Purpose Technologies," Handbook of Economic Growth,in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 18, pages 1181-1224 Elsevier.
  20. Timmer,Marcel P. & Inklaar,Robert & O'Mahony,Mary & Ark,Bart van, 2013. "Economic Growth in Europe," Cambridge Books, Cambridge University Press, number 9781107412446, October.
  21. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
  22. Jeffrey I. Bernstein, 2000. "Canadian Manufacturing, U.S. R&D Spillovers, And Communication Infrastructure," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 608-615, November.
  23. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
  24. Bitzer, Jurgen & Geishecker, Ingo, 2006. "What drives trade-related R&D spillovers? Decomposing knowledge-diffusing trade flows," Economics Letters, Elsevier, vol. 93(1), pages 52-57, October.
  25. repec:dgr:rugggd:200363 is not listed on IDEAS
  26. 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.
  27. Gwanghoon Lee, 2009. "International knowledge spillovers through the import of information technology commodities," Applied Economics, Taylor & Francis Journals, vol. 41(24), pages 3161-3169.
  28. Venturini Francesco, 2007. "ICT and Productivity Resurgence: A Growth Model for the Information Age," The B.E. Journal of Macroeconomics, De Gruyter, vol. 7(1), pages 1-26, August.
  29. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
  30. Waverly W. Ding & Sharon G. Levin & Paula E. Stephan & Anne E. Winkler, 2009. "The Impact of Information Technology on Scientists' Productivity, Quality and Collaboration Patterns," NBER Working Papers 15285, National Bureau of Economic Research, Inc.
  31. Daniel Cohen & Marcelo Soto, 2007. "Growth and human capital: good data, good results," Journal of Economic Growth, Springer, vol. 12(1), pages 51-76, March.
  32. Lichtenberg, Frank R. & Pottelsberghe de la Potterie, Bruno v., 1998. "International R&D spillovers: A comment," European Economic Review, Elsevier, vol. 42(8), pages 1483-1491, September.
  33. Stiroh, Kevin J, 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.
  34. Mendi, Pedro, 2007. "Trade in disembodied technology and total factor productivity in OECD countries," Research Policy, Elsevier, vol. 36(1), pages 121-133, February.
  35. 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.
  36. Antonelli, Cristiano & Krafft, Jackie & Quatraro, Francesco, 2010. "Recombinant knowledge and growth: The case of ICTs," Structural Change and Economic Dynamics, Elsevier, vol. 21(1), pages 50-69, March.
  37. 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.
  38. 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.
  39. Madsen, Jakob B., 2007. "Technology spillover through trade and TFP convergence: 135 years of evidence for the OECD countries," Journal of International Economics, Elsevier, vol. 72(2), pages 464-480, July.
  40. Park, Walter G, 1995. "International R&D Spillovers and OECD Economic Growth," Economic Inquiry, Western Economic Association International, vol. 33(4), pages 571-591, October.
  41. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
  42. Lee, Gwanghoon, 2005. "Direct versus indirect international R&D spillovers," Information Economics and Policy, Elsevier, vol. 17(3), pages 334-348, July.
  43. Ram C. Acharya & Wolfgang Keller, 2009. "Technology transfer through imports," Canadian Journal of Economics, Canadian Economics Association, vol. 42(4), pages 1411-1448, November.
  44. Anon Higon, Dolores, 2007. "The impact of R&D spillovers on UK manufacturing TFP: A dynamic panel approach," Research Policy, Elsevier, vol. 36(7), pages 964-979, September.
  45. Alessandro Sterlacchini & Francesco Venturini, 2013. "Boosting Manufacturing Productivity Through R&D: International Comparisons with Special Focus on Italy," Journal of Industry, Competition and Trade, Springer, vol. 13(2), pages 187-208, June.
  46. Jorgenson, Dale W., 2005. "Accounting for Growth in the Information Age," Handbook of Economic Growth,in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 10, pages 743-815 Elsevier.
  47. repec:dgr:rugggd:200256 is not listed on IDEAS
  48. Kiley, Michael T., 2001. "Computers and growth with frictions: aggregate and disaggregate evidence," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 55(1), pages 171-215, December.
  49. Joakim Westerlund, 2005. "New Simple Tests for Panel Cointegration," Econometric Reviews, Taylor & Francis Journals, vol. 24(3), pages 297-316.
  50. Schreyer, Paul, 2002. "Computer Price Indices and International Growth and Productivity Comparisons," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(1), pages 15-31, March.
  51. Mc Morrow, Kieran & Röger, Werner & Turrini, Alessandro, 2010. "Determinants of TFP growth: A close look at industries driving the EU-US TFP gap," Structural Change and Economic Dynamics, Elsevier, vol. 21(3), pages 165-180, August.
  52. Robert Inklaar & Marcel P. Timmer & Bart van Ark, 2008. "Market services productivity across Europe and the US," Economic Policy, CEPR;CES;MSH, vol. 23, pages 139-194, 01.
  53. 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.
  54. Frantzen, Dirk, 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.
  55. Stiroh, Kevin J, 1998. "Computers, Productivity, and Input Substitution," Economic Inquiry, Western Economic Association International, vol. 36(2), pages 175-191, April.
  56. Laursen, Keld & Meliciani, Valentina, 2010. "The role of ICT knowledge flows for international market share dynamics," Research Policy, Elsevier, vol. 39(5), pages 687-697, June.
  57. 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.
  58. Narula, Rajneesh & Santangelo, Grazia D., 2009. "Location, collocation and R&D alliances in the European ICT industry," Research Policy, Elsevier, vol. 38(2), pages 393-403, March.
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