Spatial Patterns of Technology Diffusion: An Empirical Analysis Using TFP
We investigate the spatial distribution of TFP growth rates using exploratory spatial data analysis and other spatial econometric techniques. Our sample consists of 73 countries and covers the period 1960-2000. We identify significant positive spatial autocorrelation in TFP growth rates, indicating that high and low values tend to be clustered in space. We also find strong positive spatial autocorrelation in TFP levels, which has increased over the period 1960-2000. This result may be indicative of a tendency towards clustering over time, a conclusion reinforced by our finding of two clusters of high TFP growth rates (in Europe and South East Asia), and two clusters of low TFP growth rates (in the Andean region and Sub-Saharan Africa). We estimate the Nelson and Phelps (1966) model of technology diffusion while allowing for spatial dependence in the error term. Our estimation results suggest that both the growth rate and the level of human capital have an important effect on productivity growth rates. JEL:I2,O4,C21. Keywords: human capital, technology diffusion, spatial econometrics.
|Date of creation:||Aug 2004|
|Date of revision:|
|Contact details of provider:|| Postal: |
Web page: http://www.ersa.org
References listed on IDEAS
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.:
- Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
- Mankiw, N Gregory & Romer, David & Weil, David N, 1992.
"A Contribution to the Empirics of Economic Growth,"
The Quarterly Journal of Economics,
MIT Press, vol. 107(2), pages 407-37, May.
- 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 541-63, July.
- Robert J. Barro & Jong-Wha Lee, 2000. "International Data on Educational Attainment: Updates and Implications," CID Working Papers 42, Center for International Development at Harvard University.
- Robert J. Barro & Jong-Wha Lee, 2000. "International Data on Educational Attainment Updates and Implications," NBER Working Papers 7911, National Bureau of Economic Research, Inc.
- Douglas Gollin, 2002.
"Getting Income Shares Right,"
Journal of Political Economy,
University of Chicago Press, vol. 110(2), pages 458-474, April.
- Maryann P. Feldman & Frank R. Lichtenberg, 1997.
"The Impact and Organization of Publicly-Funded Research and Development in the European Community,"
NBER Working Papers
6040, National Bureau of Economic Research, Inc.
- Maryann P. FELDMAN & Frank R. LICHTENBERG, 1998. "The Impact and Organization of Publicly-Funded Research and development in the European Community," Annales d'Economie et de Statistique, ENSAE, issue 49-50, pages 199-222.
- Nicholas Oulton & Sylaja Srinivasan, 2003. "Capital stocks, capital services, and depreciation: an integrated framework," Bank of England working papers 192, Bank of England.
- Moreno, Ramon & Trehan, Bharat, 1997.
" Location and the Growth of Nations,"
Journal of Economic Growth,
Springer, vol. 2(4), pages 399-418, December.
- Mossi, Mariano & Aroca, Patricio & Fernandez, Ismael & Azzoni, Carlos, 2002. "Growth dynamics and space in Brazil," ERSA conference papers ersa02p499, European Regional Science Association.
- Jaffe, A.B. & Trajtenberg, M., 1998.
"International Knowledge Flows: Evidence from Patent Citation,"
11-98, Tel Aviv.
- Adam Jaffe & Manuel Trajtenberg, 1999. "International Knowledge Flows: Evidence From Patent Citations," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 8(1-2), pages 105-136.
- Adam B. Jaffe & Manuel Trajtenberg, 1998. "International Knowledge Flows: Evidence from Patent Citations," NBER Working Papers 6507, National Bureau of Economic Research, Inc.
- 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 569-96, September.
- Jess Benhabib & Mark Spiegel, 2002.
"Human capital and technology diffusion,"
Federal Reserve Bank of San Francisco, issue Nov.
- Wolfgang Keller, 2001.
"The Geography and Channels of Diffusion at the World's Technology Frontier,"
NBER Working Papers
8150, National Bureau of Economic Research, Inc.
- Keller, Wolfgang, 2001. "The geography and channels of diffusion at the world's technology frontier," HWWA Discussion Papers 123, Hamburg Institute of International Economics (HWWA).
- Wolfgang Keller, 1996.
"Are International R&D Spillovers Trade-related? Analyzing Spillovers among Randomly Matched Trade Partners,"
- Keller, Wolfgang, 1998. "Are international R&D spillovers trade-related?: Analyzing spillovers among randomly matched trade partners," European Economic Review, Elsevier, vol. 42(8), pages 1469-1481, September.
- Wolfgang Keller, 1997. "Are International R&D Spillovers Trade-Related? Analyzing Spillovers Among Randomly Matched Trade Partners," NBER Working Papers 6065, National Bureau of Economic Research, Inc.
- Bernard Fingleton, 1999. "Estimates of Time to Economic Convergence: An Analysis of Regions of the European Union," International Regional Science Review, , vol. 22(1), pages 5-34, April.
- Karl Whelan, 2002.
"Computers, Obsolescence, And Productivity,"
The Review of Economics and Statistics,
MIT Press, vol. 84(3), pages 445-461, August.
- Eaton, Jonathan & Kortum, Samuel, 1996.
"Trade in ideas Patenting and productivity in the OECD,"
Journal of International Economics,
Elsevier, vol. 40(3-4), pages 251-278, May.
- Jonathan Eaton & Samuel Kortum, 1995. "Trade in Ideas: Patenting and Productivity in the OECD," NBER Working Papers 5049, National Bureau of Economic Research, Inc.
- Samuel S. Kortum & Jonathan Eaton, 1995. "Trade in ideas: patenting and productivity in the OECD," Finance and Economics Discussion Series 95-9, Board of Governors of the Federal Reserve System (U.S.).
- Eaton, J. & Kortum, S., 1995. "Trade in Ideas: Patenting and Productivity onn the OECD," Papers 34, Boston University - Department of Economics.
- María Teresa Ramírez & Ana María Loboguerrero, 2002.
"Spatial Dependence and Economic Growth: Evidence From a Panel of Countries,"
BORRADORES DE ECONOMIA
003522, BANCO DE LA REPÚBLICA.
- María Teresa Ramírez & Ana María Loboguerero, . "Spatial Dependence and Economic Growth: Evidence from a panel of Countries," Borradores de Economia 206, Banco de la Republica de Colombia.
- Stephen L. Parente & Edward C. Prescott, 2002. "Barriers to Riches," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262661306, June.
- Bin Xu & Jianmao Wang, 1999. "Capital Goods Trade and R&D Spillovers in the OECD," Canadian Journal of Economics, Canadian Economics Association, vol. 32(5), pages 1258-1274, November.
- Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
- White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-38, May.
- Rachel Griffith & Stephen Redding & John Van Reenen, 2000.
"Mapping the two faces of R&D : productivity growth in a panel of OECD industries,"
LSE Research Online Documents on Economics
784, London School of Economics and Political Science, LSE Library.
- 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.
- Rachel Griffith & Stephen Redding & John Van Reenen, 2000. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," CEP Discussion Papers dp0458, Centre for Economic Performance, LSE.
- Rachel Griffith & Stephen Redding & John Van Reenen, 2000. "Mapping the two faces of R&D: productivity growth in a panel of OECD industries," IFS Working Papers W00/02, Institute for Fiscal Studies.
- Griffith, Rachel & Redding, Stephen J. & Van Reenen, John, 2000. "Mapping The Two Faces Of R&D: Productivity Growth In A Panel Of OECD Industries," CEPR Discussion Papers 2457, C.E.P.R. Discussion Papers.
- Luc Anselin, 2003. "Spatial Externalities, Spatial Multipliers, And Spatial Econometrics," International Regional Science Review, , vol. 26(2), pages 153-166, April.
- Zoltan J. Acs & Attila Varga, 2002. "Geography, Endogenous Growth, and Innovation," International Regional Science Review, , vol. 25(1), pages 132-148, January.
- Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-94, September.
- Antonio J. Mora & Esther Vayá & Jordi Suriñach & Enrique López-Bazo, 1999. "original: Regional economic dynamics and convergence in the European Union," The Annals of Regional Science, Springer, vol. 33(3), pages 343-370.
- Stefano Scarpetta & Andrea Bassanini & Dirk Pilat & Paul Schreyer, 2000. "Economic Growth in the OECD Area: Recent Trends at the Aggregate and Sectoral Level," OECD Economics Department Working Papers 248, OECD Publishing.
- Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
When requesting a correction, please mention this item's handle: RePEc:wiw:wiwrsa:ersa04p425. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Gunther Maier)
If references are entirely missing, you can add them using this form.