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The level and growth effects in empirical growth models for the Nordic countries: A knowledge economy approach

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  • Arusha Cooray
  • Antonio Paradiso

Abstract

We estimate the steady state growth rate for the Nordic countries using a “knowledge economy” approach. An endogenous growth framework is employed, in which total factor productivity is a function of human capital (measured by average years of education), trade openness, research and development, and investment ratio. We attempt to identify the variables which have significant level and growth effects within this framework. We find that education plays an important role in determining the long-run growth rates of Sweden, Norway, and Denmark; and trade openness has growth effects in Sweden, Finland, and Iceland. The investment ratio plays an important role for growth in Finland. In addition to growth effects, education also has level effects in Sweden, Finland, and Iceland. Research and development, has no level or growth effects in any of the Nordic countries. This may be attributable to the fact that research and development are driven by openness and education. Policy measures are identified to improve the long-run growth rates for these countries.

Suggested Citation

  • Arusha Cooray & Antonio Paradiso, 2012. "The level and growth effects in empirical growth models for the Nordic countries: A knowledge economy approach," CAMA Working Papers 2012-36, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
  • Handle: RePEc:een:camaaa:2012-36
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    as
    1. Richard B. Freeman & Lawrence F. Katz, 1995. "Introduction and Summary," NBER Chapters, in: Differences and Changes in Wage Structures, pages 1-22, National Bureau of Economic Research, Inc.
    2. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    3. Steven J. Davis, 1992. "Cross-Country Patterns of Change in Relative Wages," NBER Chapters, in: NBER Macroeconomics Annual 1992, Volume 7, pages 239-300, National Bureau of Economic Research, Inc.
    4. Stefan Bergheim, 2008. "Long-Run Growth Forecasting," Springer Books, Springer, number 978-3-540-77680-2, January.
    5. Casadio, Paolo & Paradiso, Antonio & Rao, B. Bhaskara, 2012. "Estimates of the steady state growth rates for some European countries," Economic Modelling, Elsevier, vol. 29(4), pages 1119-1125.
    6. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    7. 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.
    8. Peter Fredriksson & Robert H. Topel, 2010. "Wage Determination and Employment in Sweden Since the Early 1990s: Wage Formation in a New Setting," NBER Chapters, in: Reforming the Welfare State: Recovery and Beyond in Sweden, pages 83-126, National Bureau of Economic Research, Inc.
    9. B. Bhaskara Rao, 2010. "Time-series econometrics of growth-models: a guide for applied economists," Applied Economics, Taylor & Francis Journals, vol. 42(1), pages 73-86.
    10. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    11. Mark Doms & Timothy Dunne & Kenneth R. Troske, 1997. "Workers, Wages, and Technology," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 253-290.
    12. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    13. Welch, F, 1970. "Education in Production," Journal of Political Economy, University of Chicago Press, vol. 78(1), pages 35-59, Jan.-Feb..
    14. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    15. Krugman, Paul R, 1987. "Is Free Trade Passe?," Journal of Economic Perspectives, American Economic Association, vol. 1(2), pages 131-144, Fall.
    16. Foster, Andrew D & Rosenzweig, Mark R, 1996. "Technical Change and Human-Capital Returns and Investments: Evidence from the Green Revolution," American Economic Review, American Economic Association, vol. 86(4), pages 931-953, September.
    17. Hansen, Bruce E, 1997. "Approximate Asymptotic P Values for Structural-Change Tests," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(1), pages 60-67, January.
    18. Frank R. Lichtenberg, 1992. "R&D Investment and International Productivity Differences," NBER Working Papers 4161, National Bureau of Economic Research, Inc.
    19. 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.
    20. Andrews, Donald W K & Ploberger, Werner, 1994. "Optimal Tests When a Nuisance Parameter Is Present Only under the Alternative," Econometrica, Econometric Society, vol. 62(6), pages 1383-1414, November.
    21. Nadiri, M.I. & Kim, S., 1996. "International R&D Spillovers, Trade and Productivity in Major OECD Countries," Working Papers 96-35, C.V. Starr Center for Applied Economics, New York University.
    22. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
    23. Xavier Sala-i-Martin, 1990. "Lecture Notes on Economic Growth(I): Introduction to the Literature and Neoclassical Models," NBER Working Papers 3563, National Bureau of Economic Research, Inc.
    24. Richard B. Freeman & Birgitta Swedenborg & Robert Topel, 2010. "Reforming the Welfare State: Recovery and Beyond in Sweden," NBER Books, National Bureau of Economic Research, Inc, number free05-1.
    25. Freeman, Richard B. & Swedenborg, Birgitta & Topel, Robert H. (ed.), 2010. "Reforming the Welfare State," National Bureau of Economic Research Books, University of Chicago Press, number 9780226261928.
    26. Madsen, Jakob B., 2007. "Are there diminishing returns to R&D?," Economics Letters, Elsevier, vol. 95(2), pages 161-166, May.
    27. Antonio Paradiso & B. Bhaskara Rao, 2011. "How to offset the negative trend growth rate in the Italian economy?," Applied Economics Letters, Taylor & Francis Journals, vol. 18(15), pages 1479-1483.
    28. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    29. Mark M. Spiegel, 1994. "Determinants of long-run labor productivity growth: a selective survey with some new empirical results," Working Papers in Applied Economic Theory 94-17, Federal Reserve Bank of San Francisco.
    30. David Greenaway & Richard Kneller, 2004. "Exporting and Productivity in the United Kingdom," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(3), pages 358-371, Autumn.
    31. J. Bradford De Long & Lawrence H. Summers, 1991. "Equipment Investment and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 445-502.
    32. Antonio Paradiso & Saten Kumar & B. Bhaskara Rao, 2013. "The growth effects of education in Australia," Applied Economics, Taylor & Francis Journals, vol. 45(27), pages 3843-3852, September.
    33. Ireland, Jonathan & Wren-Lewis, Simon, 1992. "Buffer Stock Money and the Company Sector," Oxford Economic Papers, Oxford University Press, vol. 44(2), pages 209-231, April.
    34. David Dollar & Aart Kraay, 2004. "Trade, Growth, and Poverty," Economic Journal, Royal Economic Society, vol. 114(493), pages 22-49, February.
    35. Rachel Griffith & Stephen Redding & John Van Reenen, 2003. "R&D and Absorptive Capacity: Theory and Empirical Evidence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 105(1), pages 99-118, March.
    36. Alberto Bagnai, 2006. "Structural breaks and the twin deficits hypothesis," International Economics and Economic Policy, Springer, vol. 3(2), pages 137-155, November.
    37. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    38. Charles I. Jones, 1995. "Time Series Tests of Endogenous Growth Models," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 495-525.
    39. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    40. John R. Baldwin & Wulong Gu, 2004. "Trade Liberalization: Export-market Participation, Productivity Growth, and Innovation," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(3), pages 372-392, Autumn.
    41. 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.
    42. Daniel Lederman & Claudio Bravo Ortega, 2008. "Intellectual Property Rights, Human Capital and the Incidence Of R&D Expenditures," Working Papers wp277, University of Chile, Department of Economics.
    43. Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-856, July.
    44. John R. Baldwin & Wulong Gu, 2004. "Trade Liberalization: Export-market Participation, Productivity Growth, and Innovation," Oxford Review of Economic Policy, Oxford University Press, vol. 20(3), pages 372-392, Autumn.
    45. Kalaitzidakis, Pantelis & Mamuneas, Theofanis P. & Savvides, Andreas & Stengos, Thanasis, 2001. "Measures of Human Capital and Nonlinearities in Economic Growth," Journal of Economic Growth, Springer, vol. 6(3), pages 229-254, September.
    46. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    47. M. Ishaq Nadiri & Seongjun Kim, 1996. "International R&D Spillovers, Trade and Productivity in Major OECD Countries," NBER Working Papers 5801, National Bureau of Economic Research, Inc.
    48. Alesina, Alberto & Spolaore, Enrico & Wacziarg, Romain, 2005. "Trade, Growth and the Size of Countries," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 23, pages 1499-1542, Elsevier.
    49. Fabrizio Balassone & Maura Francese & Angelo Pace, 2011. "Public Debt and Economic Growth in Italy," Quaderni di storia economica (Economic History Working Papers) 11, Bank of Italy, Economic Research and International Relations Area.
    50. Gregory, Allan W & Hansen, Bruce E, 1996. "Tests for Cointegration in Models with Regime and Trend Shifts," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(3), pages 555-560, August.
    51. Ana Balcão Reis & Tiago Neves Sequeira, 2007. "Human Capital and Overinvestment in R&D," Scandinavian Journal of Economics, Wiley Blackwell, vol. 109(3), pages 573-591, September.
    52. Richard M. Auty & Rhys Jenkins, 1995. "Does trade liberalization lead to productivity increases? A case study of Bolivian manufacturing," Journal of International Development, John Wiley & Sons, Ltd., vol. 7(4), pages 577-597, July.
    53. Blackburn, Keith & Hung, Victor T. Y. & Pozzolo, Alberto F., 2000. "Research, Development and Human Capital Accumulation," Journal of Macroeconomics, Elsevier, vol. 22(2), pages 189-206, April.
    54. Montalvo, Jose G., 1995. "Comparing cointegrating regression estimators: Some additional Monte Carlo results," Economics Letters, Elsevier, vol. 48(3-4), pages 229-234, June.
    55. Chen, Derek H. C. & Dahlman, Carl J., 2004. "Knowledge and development : a cross-section approach," Policy Research Working Paper Series 3366, The World Bank.
    56. Bartel, Ann P & Lichtenberg, Frank R, 1987. "The Comparative Advantage of Educated Workers in Implementing New Technology," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 1-11, February.
    57. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    58. Saikkonen, Pentti, 1991. "Asymptotically Efficient Estimation of Cointegration Regressions," Econometric Theory, Cambridge University Press, vol. 7(1), pages 1-21, March.
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    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General

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