Structural differences in economic growth: an endogenous clustering approach
AbstractThis 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.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Bibliographic InfoArticle provided by Taylor & Francis Journals in its journal Applied Economics.
Volume (Year): 44 (2012)
Issue (Month): 1 (January)
Contact details of provider:
Web page: http://www.tandfonline.com/RAEC20
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.:
- 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.
- Robert J. Barro, 1989.
"Economic Growth in a Cross Section of Countries,"
NBER Working Papers
3120, National Bureau of Economic Research, Inc.
- Michel Wedel, 2002. "Concomitant variables in finite mixture models," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 56(3), pages 362-375.
- 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.
- 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.
- 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.
- 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.
- Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001.
"GMM Estimation of Empirical Growth Models,"
2001-W21, Economics Group, Nuffield College, University of Oxford.
- 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.
- Robert J. Barro, 1999.
"Determinants of Democracy,"
Journal of Political Economy,
University of Chicago Press, vol. 107(S6), pages S158-S183, December.
- ArdIc, Oya PInar, 2006.
"The gap between the rich and the poor: Patterns of heterogeneity in the cross-country data,"
Elsevier, vol. 23(3), pages 538-555, May.
- Oya Pinar Ardic, 2006. "The Gap Between the Rich and the Poor: Patterns of Heterogenity in the Cross-Country Data," Working Papers 2006/01, Bogazici University, Department of Economics.
- 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.
- Bloom, David E & Canning, David & Sevilla, Jaypee, 2003. " Geography and Poverty Traps," Journal of Economic Growth, Springer, vol. 8(4), pages 355-78, December.
- 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, December.
- Sachs, Jeffrey D & Warner, Andrew M, 1997.
"Sources of Slow Growth in African Economies,"
Journal of African Economies,
Centre for the Study of African Economies (CSAE), vol. 6(3), pages 335-76, October.
- Bruce E. Hansen, 2000.
"Sample Splitting and Threshold Estimation,"
Econometric Society, vol. 68(3), pages 575-604, May.
- 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.
- Ann Owen & Julio Videras & Lewis Davis, 2009.
"Do all countries follow the same growth process?,"
Journal of Economic Growth,
Springer, vol. 14(4), pages 265-286, December.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Jan Willem Gunning & Paul Collier, 1999.
"Explaining African Economic Performance,"
Journal of Economic Literature,
American Economic Association, vol. 37(1), pages 64-111, March.
- Paul Collier & Jan Willem Gunning, 1998. "Explaining African economic performance," Economics Series Working Papers WPS/1997-02.2, University of Oxford, Department of Economics.
- 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.
- 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.
- Salimans, Tim, 2012. "Variable selection and functional form uncertainty in cross-country growth regressions," Journal of Econometrics, Elsevier, vol. 171(2), pages 267-280.
- Basturk, N. & Paap, R. & van Dijk, D.J.C., 2010. "Financial Development and Convergence Clubs," Econometric Institute Research Papers EI 2010-52, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Michael McNulty).
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.