Forecasting leadership transitions around the world
We use popular non-parametric (CART, TreeNet) and parametric (logit) techniques to identify robust economic, demographic and political conditions that lead to shifts in control in the executive branch of government in 162 countries during the period 1960–2004. We find that institutional aspects of the political system, executive characteristics, demographic variables, economic growth, and economic trade variables are all very important for predicting leadership turnover in the following year. Financial crises are not robustly useful for this purpose, but a vulnerability to currency crises in times of low economic growth implies very high conditional probabilities of job losses for democratic leaders in non-election years. In-sample, TreeNet predicts 78% of leadership transition events correctly, compared to CART’s 70%, and TreeNet also generally achieves higher overall prediction accuracies than either CART or the logit model out-of-sample.
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Volume (Year): 29 (2013)
Issue (Month): 4 ()
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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.:
- Rafael LaPorta & Florencio Lopez de-Silanes & Andrei Shleifer & Robert W. Vishny, 1996.
"Law and Finance,"
Harvard Institute of Economic Research Working Papers
1768, Harvard - Institute of Economic Research.
- La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert W., 1998. "Law and Finance," Scholarly Articles 3451310, Harvard University Department of Economics.
- Rafael La Porta & Florencio Lopez-de-Silane & Andrei Shleifer & Robert W. Vishny, 1996. "Law and Finance," NBER Working Papers 5661, National Bureau of Economic Research, Inc.
- Rafael LaPorta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, . "Law and Finance," Working Paper 19451, Harvard University OpenScholar.
- Graciela L. Kaminsky & Carmen M. Reinhart, 1996.
"The twin crises: the causes of banking and balance-of-payments problems,"
International Finance Discussion Papers
544, Board of Governors of the Federal Reserve System (U.S.).
- Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
- Reinhart, Carmen & Kaminsky, Graciela, 2000.
"Las crisis gemelas: las causas de los problemas bancarios y de balanza de pagos
[The twin crises: Te causes of banking and balance of payments problems]," MPRA Paper 13842, University Library of Munich, Germany.
- Reinhart, Carmen & Kaminsky, Graciela, 1999. "The twin crises: The causes of banking and balance of payments problems," MPRA Paper 14081, University Library of Munich, Germany.
- Andrew Berg & Eduardo Borensztein & Catherine A Pattillo, 2004.
"Assessing Early Warning Systems; How Have they Worked in Practice?,"
IMF Working Papers
04/52, International Monetary Fund.
- Andrew Berg & Eduardo Borensztein & Catherine Pattillo, 2005. "Assessing Early Warning Systems: How Have They Worked in Practice?," IMF Staff Papers, Palgrave Macmillan, vol. 52(3), pages 5.
- Samuel W. Malone, 2011. "Sovereign indebtedness, default, and gambling for redemption," Oxford Economic Papers, Oxford University Press, vol. 63(2), pages 331-354, April.
- Paul J. Burke & Andrew Leigh, 2010.
"Do Output Contractions Trigger Democratic Change?,"
American Economic Journal: Macroeconomics,
American Economic Association, vol. 2(4), pages 124-57, October.
- Paul J. Burke & Andrew Leigh, 2010. "Do output contractions trigger democratic change?," CEPR Discussion Papers 633, Centre for Economic Policy Research, Research School of Economics, Australian National University.
- Burke, Paul J. & Leigh, Andrew, 2010. "Do Output Contractions Trigger Democratic Change?," IZA Discussion Papers 4808, Institute for the Study of Labor (IZA).
- Hadhek Zouhaier & Mohamed Karim KEFI, 2012. "Institutions and Economic Growth," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 2(7), pages 795-812, November.
- Deaton, A-S & Miller, R-I, 1995.
"International Commodity Prices, Macroeconomic Performance, and Politics in Sub-Saharan Africa,"
Princeton Studies in International Economics
79, International Economics Section, Departement of Economics Princeton University,.
- Deaton, Angus & Miller, Ron, 1996. "International Commodity Prices, Macroeconomic Performance and Politics in Sub-Saharan Africa," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 5(3), pages 99-191, October.
- Reinhart, Carmen, 2009.
"The Second Great Contraction,"
21485, University Library of Munich, Germany.
- Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "This Time Is Different: Eight Centuries of Financial Folly," Economics Books, Princeton University Press, edition 1, number 8973, 01-2013.
- Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Varieties of Crises and Their Dates," Introductory Chapters, in: This Time Is Different: Eight Centuries of Financial Folly Princeton University Press.
- Paolo Manasse & Nouriel Roubini, 2005.
"'Rules of Thumb' for Sovereign Debt Crises,"
- Campbell, James E., 2008. "Evaluating U.S. presidential election forecasts and forecasting equations," International Journal of Forecasting, Elsevier, vol. 24(2), pages 259-271.
- Ioannidis, Christos & Pasiouras, Fotios & Zopounidis, Constantin, 2010. "Assessing bank soundness with classification techniques," Omega, Elsevier, vol. 38(5), pages 345-357, October.
- Carmen M. Reinhart, 2010. "This Time is Different Chartbook: Country Histories on Debt, Default, and Financial Crises," NBER Working Papers 15815, National Bureau of Economic Research, Inc.
- Eduardo Borensztein & Ugo Panizza, 2009.
"The Costs of Sovereign Default,"
IMF Staff Papers,
Palgrave Macmillan, vol. 56(4), pages 683-741, November.
- Friedman, Jerome H., 2002. "Stochastic gradient boosting," Computational Statistics & Data Analysis, Elsevier, vol. 38(4), pages 367-378, February.
- Frankel, Jeffrey, 2005.
"Contractionary Currency Crashes In Developing Countries,"
Working Paper Series
rwp05-017, Harvard University, John F. Kennedy School of Government.
- Jeffrey A. Frankel, 2005. "Contractionary Currency Crashes in Developing Countries," NBER Working Papers 11508, National Bureau of Economic Research, Inc.
- Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2008. "Climate Change and Economic Growth: Evidence from the Last Half Century," NBER Working Papers 14132, National Bureau of Economic Research, Inc.
- Carmignani, Fabrizio, 2002. "New Evidence on the Politics and Economics of Multiparty Cabinets Duration," Scottish Journal of Political Economy, Scottish Economic Society, vol. 49(3), pages 249-79, August.
- Axel Schimmelpfennig & Nouriel Roubini & Paolo Manasse, 2003. "Predicting Sovereign Debt Crises," IMF Working Papers 03/221, International Monetary Fund.
- Djankov, Simeon & McLiesh, Caralee & Shleifer, Andrei, 2007.
"Private credit in 129 countries,"
Journal of Financial Economics,
Elsevier, vol. 84(2), pages 299-329, May.
- Shleifer, Andrei & Djankov, Simeon & McLiesh, Caralee, 2007. "Private credit in 129 countries?," Scholarly Articles 27867134, Harvard University Department of Economics.
- Simeon Djankov & Caralee McLiesh & Andrei Shleifer, 2005. "Private Credit in 129 Countries," NBER Working Papers 11078, National Bureau of Economic Research, Inc.
- Reinhart, Karmen & Rogoff, Kenneth, 2009. ""This time is different": panorama of eight centuries of financial crises," Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 77-114, March.
- Mohamed Karim KEFI & Hadhek Zouhaier, 2012. "Inequality and Economic Growth," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 2(8), pages 1013-1025, December.
- Adi Brender & Allan Drazen, 2008. "How Do Budget Deficits and Economic Growth Affect Reelection Prospects? Evidence from a Large Panel of Countries," American Economic Review, American Economic Association, vol. 98(5), pages 2203-20, December.
- Paul J Burke, 2011.
"Economic Growth and Political Survival,"
Departmental Working Papers
2011-06, The Australian National University, Arndt-Corden Department of Economics.
- Alberto Alesina & Sule Ozler & Nouriel Roubini & Phillip Swagel, 1992.
"Political Instability and Economic Growth,"
NBER Working Papers
4173, National Bureau of Economic Research, Inc.
- Fair, Ray C, 1978.
"The Effect of Economic Events on Votes for President,"
The Review of Economics and Statistics,
MIT Press, vol. 60(2), pages 159-73, May.
- Ray C. Fair, 1976. "The Effects of Economic Events on Votes for President," Cowles Foundation Discussion Papers 418, Cowles Foundation for Research in Economics, Yale University.
- Roberto Chang, 2010. "Elections, Capital Flows, and Politico-economic Equilibria," American Economic Review, American Economic Association, vol. 100(4), pages 1759-77, September.
- Andrew Leigh, 2004.
"Does the World Economy Swing National Elections?,"
CEPR Discussion Papers
485, Centre for Economic Policy Research, Research School of Economics, Australian National University.
- VJeffrey A. Frankel, 2005. "Mundell-Fleming Lecture: Contractionary Currency Crashes in Developing Countries," IMF Staff Papers, Palgrave Macmillan, vol. 52(2), pages 149-192, September.
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