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Neglected Heterogeneity and Dynamics in Cross-country Savings Regressions

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Author Info
Haque, N. U.
Pesaran, M. H.
Sharma, Sunil

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Abstract

This paper examines the extent to which the conclusions of cross-country studies of private savings are robust to allowing for the possible heterogeneity of savings behaviour across countries and for the inclusion of dynamics. It reviews the econometric implications of neglected slope heterogeneity and dynamics for the fixed effects estimators routinely used in such studies, and illustrates the nature and extent of the biases involved by a re-examination of time series data from 21 OECD countries. The paper shows that neglecting heterogeneity and dynamics in cross-country savings regressions can lead to misleading inferences about the key determinants of savings behaviour. The results indicate that among the many variables considered in the literature only the fiscal variables - the general government surplus as a proportion of GDP and the ratio of government consumption to GDP - seem to be the key determinants of private savings rates in the industrial countries in the post-World War II period

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Paper provided by Faculty of Economics, University of Cambridge in its series Cambridge Working Papers in Economics with number 9904.

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Date of creation: Jan 1999
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Handle: RePEc:cam:camdae:9904

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Related research
Keywords: Savings behaviour; Cross-country studies. Slope heterogeneity; Dynamics; Panel data models;

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Find related papers by JEL classification:
E21 - Macroeconomics and Monetary Economics - - Macroeconomics: Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data

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    Other versions:
  3. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January. [Downloadable!] (restricted)
  4. Reinhart, Carmen & Ogaki, Masao & Ostry, Jonathan, 1996. "Saving Behavior in Low- and Middle-Income Developing Countries: A Comparison," MPRA Paper 6978, University Library of Munich, Germany. [Downloadable!]
    Other versions:
  5. Hsiao, C. & Pesaran, M. H. & Tahmiscioglu, A. K., 1998. "Bayes Estimation of Short-run Coefficients in Dynamic Panel Data Models," Cambridge Working Papers in Economics 9804, Faculty of Economics, University of Cambridge.
  6. Anuradha Dayal-Gulati & Christian Thimann, 1997. "Saving in Southeast Asia and Latin America Compared - Searching for Policy Lessons," IMF Working Papers 97/110, International Monetary Fund.
  7. Pesaran, M.H. & Shin, Y., 1995. "An Autoregressive Distributed Lag Modelling Approach to Cointegration Analysis," Cambridge Working Papers in Economics 9514, Faculty of Economics, University of Cambridge.
  8. Pesaran, H. & Smith, R. & Im, K.S., 1995. "Dynamic Linear Models for Heterogeneous Panels," Cambridge Working Papers in Economics 9503, Faculty of Economics, University of Cambridge.
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  11. Edwards, Sebastian, 1996. "Why are Latin America's savings rates so low? An international comparative analysis," Journal of Development Economics, Elsevier, vol. 51(1), pages 5-44, October. [Downloadable!] (restricted)
  12. Gilbert, Christopher L, 1986. "Professor Hendry's Econometric Methodology," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 48(3), pages 283-307, August.
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  14. Swamy, P A V B, 1970. "Efficient Inference in a Random Coefficient Regression Model," Econometrica, Econometric Society, vol. 38(2), pages 311-23, March. [Downloadable!] (restricted)
  15. M Pesaran & Yongcheol Shin & Ron P Smith, 2004. "Pooled mean group estimation of dynamic heterogeneous panels," ESE Discussion Papers 16, Edinburgh School of Economics, University of Edinburgh. [Downloadable!]
  16. Schmidt-Hebbel, Klaus & Webb, Steven B & Corsetti, Giancarlo, 1992. "Household Saving in Developing Countries: First Cross-Country Evidence," World Bank Economic Review, Oxford University Press, vol. 6(3), pages 529-47, September.
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  17. Carroll, Christopher D. & Weil, David N., 1994. "Saving and growth: a reinterpretation," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 40(1), pages 133-192, June. [Downloadable!] (restricted)
    Other versions:
  18. Keane, Michael P & Runkle, David E, 1992. "On the Estimation of Panel-Data Models with Serial Correlation When Instruments Are Not Strictly Exogenous," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(1), pages 1-9, January.
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  20. 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. [Downloadable!] (restricted)
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