Structural differences in economic growth: an endogenous clustering approach
This article addresses heterogeneity in determinants of economic growth in a data-driven way. Instead of defining groups of countries with different growth characteristics a priori , based on, for example, geographical location, we use a finite mixture panel model and endogenous clustering to examine cross-country differences and similarities in the effects of growth determinants. Applying this approach to an annual unbalanced panel of 59 countries in Asia, Latin and Middle America and Africa for the period 1971--2000, we can identify two groups of countries in terms of distinct growth structures. The structural differences between the country groups mainly stem from different effects of investment, openness measures and government share in the economy. Furthermore, the detected segmentation of countries does not match with conventional classifications in the literature.
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Volume (Year): 44 (2012)
Issue (Month): 1 (January)
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- Sachs, J-D & Warner, A-M, 1996.
"Sources of Slow Growth in African Economies,"
545, Harvard - Institute for International Development.
- Daron Acemoglu & Simon Johnson & James A. Robinson, 2001.
"The Colonial Origins of Comparative Development: An Empirical Investigation,"
American Economic Review,
American Economic Association, vol. 91(5), pages 1369-1401, December.
- Daron Acemoglu & Simon Johnson & James A. Robinson, 2000. "The Colonial Origins of Comparative Development: An Empirical Investigation," NBER Working Papers 7771, National Bureau of Economic Research, Inc.
- Bart Hobijn & Philip Hans Franses, 2000. "Asymptotically perfect and relative convergence of productivity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(1), pages 59-81.
- Bloom, David E & Canning, David & Sevilla, Jaypee, 2003. " Geography and Poverty Traps," Journal of Economic Growth, Springer, vol. 8(4), pages 355-78, December.
- Bond, Stephen Roy & Hoeffler, Anke & Temple, Jonathan, 2001.
"GMM Estimation of Empirical Growth Models,"
CEPR Discussion Papers
3048, C.E.P.R. Discussion Papers.
- T. Rolf Turner, 2000. "Estimating the propagation rate of a viral infection of potato plants via mixtures of regressions," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 49(3), pages 371-384.
- David Y. Albouy, 2012. "The Colonial Origins of Comparative Development: An Empirical Investigation: Comment," American Economic Review, American Economic Association, vol. 102(6), pages 3059-76, October.
- Robert J. Barro, 1996.
"Determinants of Economic Growth: A Cross-Country Empirical Study,"
NBER Working Papers
5698, National Bureau of Economic Research, Inc.
- Robert J. Barro, 1998. "Determinants of Economic Growth: A Cross-Country Empirical Study," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262522543, June.
- Jesus Crespo Cuaresma & Gernot Doppelhofer, 2006.
"Nonlinearities in Cross-Country Growth Regressions: A Bayesian Averaging of Thresholds (BAT) Approach,"
Vienna Economics Papers
0608, University of Vienna, Department of Economics.
- Crespo Cuaresma, Jesus & Doppelhofer, Gernot, 2007. "Nonlinearities in cross-country growth regressions: A Bayesian Averaging of Thresholds (BAT) approach," Journal of Macroeconomics, Elsevier, vol. 29(3), pages 541-554, September.
- Doppelhofer, G. & Cuaresma, J.C., 2007. "Nonlinearities in Cross-Country Growth Regressions: A Bayesian Averaging of Thresholds (BAT) Approach," Cambridge Working Papers in Economics 0706, Faculty of Economics, University of Cambridge.
- Paap, Richard & Franses, Philip Hans & van Dijk, Dick, 2005. "Does Africa grow slower than Asia, Latin America and the Middle East? Evidence from a new data-based classification method," Journal of Development Economics, Elsevier, vol. 77(2), pages 553-570, August.
- Bruce E. Hansen, 2000.
"Sample Splitting and Threshold Estimation,"
Econometric Society, vol. 68(3), pages 575-604, May.
- George Halkos & Nickolaos Tzeremes, 2008. "Trade efficiency and economic development: evidence from a cross country comparison," Applied Economics, Taylor & Francis Journals, vol. 40(21), pages 2749-2764.
- Oya Pinar Ardic, 2006.
"The Gap Between the Rich and the Poor: Patterns of Heterogenity in the Cross-Country Data,"
2006/01, Bogazici University, Department of Economics.
- ArdIc, Oya PInar, 2006. "The gap between the rich and the poor: Patterns of heterogeneity in the cross-country data," Economic Modelling, Elsevier, vol. 23(3), pages 538-555, May.
- Kalaitzidakis, Pantelis, et al, 2001.
" Measures of Human Capital and Nonlinearities in Economic Growth,"
Journal of Economic Growth,
Springer, vol. 6(3), pages 229-54, September.
- Kalaitzidakis, P. & Mamuneas, T.P. & Savvides, A. & Stengos, T., 2000. "Measures of Human Capital and Nonlinearities in Economic Growth," Working Papers 2000-5, University of Guelph, Department of Economics and Finance.
- repec:tpr:qjecon:v:106:y:1991:i:2:p:407-43 is not listed on IDEAS
- Barro, Robert J., 1999.
"Determinants of Democracy,"
3451297, Harvard University Department of Economics.
- 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.
- 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.
- Halkos, George E. & Tzeremes, Nickolaos G., 2009. "Economic efficiency and growth in the EU enlargement," Journal of Policy Modeling, Elsevier, vol. 31(6), pages 847-862, November.
- Michel Wedel, 2002. "Concomitant variables in finite mixture models," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 56(3), pages 362-375.
- Paul Collier & Jan Willem Gunning, 1997.
"Explaining African economic performance,"
CSAE Working Paper Series
1997-02.2, Centre for the Study of African Economies, University of Oxford.
- Barro, R.J., 1989.
"Economic Growth In A Cross Section Of Countries,"
RCER Working Papers
201, University of Rochester - Center for Economic Research (RCER).
- Davis, Lewis & Owen, Ann L. & Videras, Julio, 2007.
"Do all countries follow the same growth process?,"
11589, University Library of Munich, Germany, revised Sep 2008.
- Lee, Keun & Kim, Byung-Yeon, 2009. "Both Institutions and Policies Matter but Differently for Different Income Groups of Countries: Determinants of Long-Run Economic Growth Revisited," World Development, Elsevier, vol. 37(3), pages 533-549, March.
- Mousumi Duttaray & Amitava Dutt & Kajal Mukhopadhyay, 2008. "Foreign direct investment and economic growth in less developed countries: an empirical study of causality and mechanisms," Applied Economics, Taylor & Francis Journals, vol. 40(15), pages 1927-1939.
- Marco Alfo & Giovanni Trovato & Robert J. Waldmann, 2008. "Testing for country heterogeneity in growth models using a finite mixture approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(4), pages 487-514.
- Durlauf, Steven N., 2007. "Foreword to special Journal of Macroeconomics issue on nonlinearities in economic growth," Journal of Macroeconomics, Elsevier, vol. 29(3), pages 451-454, September.
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