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Heterogeneity in Growth Processes: Estimating Growth Regressions using Panel Data

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  • Ajit Karnik
  • Mala Lalvani

Abstract

This paper is concerned with estimating growth regressions for a panel of 104 countries with data spread over a 24-year period. The paper employs panel data estimation techniques. An important concern is whether growth regressions estimated for a large group can be replicated for smaller sub-groups of countries. The problem of parameter heterogeneity is investigated, and the results of the paper show that there is considerable parameter heterogeneity in the growth equations across groups. The major conclusion of the paper is that growth processes appear to be widely divergent across sub-groups of countries making the task of prescribing policy far more challenging and, hence, pointing to the need to incorporate country-specific institutional and political factors while recommending policies for growth.

Suggested Citation

  • Ajit Karnik & Mala Lalvani, 2009. "Heterogeneity in Growth Processes: Estimating Growth Regressions using Panel Data," International Economic Journal, Taylor & Francis Journals, vol. 23(4), pages 561-590.
  • Handle: RePEc:taf:intecj:v:23:y:2009:i:4:p:561-590
    DOI: 10.1080/10168730903372224
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    References listed on IDEAS

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    1. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
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    3. 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.
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    7. Harrison, Ann, 1996. "Openness and growth: A time-series, cross-country analysis for developing countries," Journal of Development Economics, Elsevier, vol. 48(2), pages 419-447, March.
    8. Robert M. Solow, 2007. "The last 50 years in growth theory and the next 10," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 23(1), pages 3-14, Spring.
    9. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    10. Orazio P. Attanasio & Lucio Picci & Antonello E. Scorcu, 2000. "Saving, Growth, and Investment: A Macroeconomic Analysis Using a Panel of Countries," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 182-211, May.
    11. Peter Pedroni, 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(S1), pages 653-670, November.
    12. Arthur H. Goldsmith, 2008. "Rethinking the Relation between Government Spending and Economic Growth: A Composition Approach to Fiscal Policy Instruction for Principles Students," The Journal of Economic Education, Taylor & Francis Journals, vol. 39(2), pages 153-173, April.
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    17. Edwards, Sebastian, 1993. "Recent trade reforms in Latin America," The North American Journal of Economics and Finance, Elsevier, vol. 4(1), pages 5-28.
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