A Global Model for Forecasting Political Instability
Глобальная модель прогнозирования политической нестабильности
2009-12-28
SCID: 54.1/m3xdkan9
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Polity scalecivil war onsetdemocratic reversalspolitical instability forecastingpolitical regime type
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Abstract (AI)
Examining onsets of political instability in countries worldwide from 1955 to 2003, we develop a model that distinguishes countries that experienced instability from those that remained stable with a two‐year lead time and over 80% accuracy. Intriguingly, the model uses few variables and a simple specification. The model is accurate in forecasting the onsets of both violent civil wars and nonviolent democratic reversals, suggesting common factors in both types of change. Whereas regime type is typically measured using linear or binary indicators of democracy/autocracy derived from the 21‐point Polity scale, the model uses a nonlinear five‐category measure of regime type based on the Polity components. This new measure of regime type emerges as the most powerful predictor of instability onsets, leading us to conclude that political institutions, properly specified, and not economic conditions, demography, or geography, are the most important predictors of the onset of political instability.
Key Findings
1
A global model distinguished countries experiencing political instability from stable countries with a two-year lead time and over 80% accuracy for 1955–2003.
2
A nonlinear five-category regime-type measure derived from Polity components was the model’s most powerful predictor, outperforming conventional linear or binary democracy measures.
3
Common predictive factors appear to underlie both violent and nonviolent forms of political change.
4
The findings indicate that properly specified political institutions, rather than economic conditions, demography, or geography, are the most important predictors of political instability onset.
5
Using few variables and a simple specification, the model accurately forecast both violent civil war onsets and nonviolent democratic reversals.
Research Object
Political instability onset in countries worldwide from 1955 to 2003, including violent civil wars and nonviolent democratic reversals
Research Subject
Forecasting the onset of political instability with a two-year lead time and identifying the predictive role of nonlinear regime type and political institutions
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2009-12-28
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