Early warning models for systemic banking crises: Can political indicators improve prediction?

IF 2.3 3区 经济学 Q2 ECONOMICS
Tran Huynh , Silke Uebelmesser
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引用次数: 0

Abstract

This study provides a novel attempt to assess whether an early warning system (EWS) for systemic banking crises can produce better predictions when political indicators are used alongside traditional macro-financial indicators. Based on a dataset covering 32 advanced economies for the period 1975–2017, we show that the inclusion of political indicators significantly improves the predictive performance of the model. Our results suggest several channels, related to the role of constitutions and policy predictability, through which the political environment could affect the stability of a banking system. In particular, we find that majority governments, left-wing governments, and a longer time in office of the executive party are negatively correlated with systemic risk. This is robust to a large number of different specifications. Furthermore, we find that long-established institutional systems and plurality electoral systems (compared to proportional representation systems) are associated with a lower likelihood of crises. At the same time, crises are more likely when the incumbent government represents a nationalist platform.

系统性银行危机预警模型:政治指标能否改善预测?
本研究提供了一种新颖的尝试,以评估当政治指标与传统宏观金融指标同时使用时,系统性银行危机预警系统(EWS)是否能产生更好的预测效果。基于 1975-2017 年间 32 个发达经济体的数据集,我们发现纳入政治指标可显著提高模型的预测性能。我们的研究结果表明,政治环境可以通过与宪法作用和政策可预测性相关的几个渠道影响银行体系的稳定性。特别是,我们发现多数党政府、左翼政府和执政党执政时间较长与系统性风险呈负相关。这一点在大量不同的规范下都是稳健的。此外,我们还发现,历史悠久的制度体系和多元化选举制度(与比例代表制相比)与较低的危机发生可能性相关。同时,当现任政府代表民族主义纲领时,危机发生的可能性更大。
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来源期刊
CiteScore
3.40
自引率
10.00%
发文量
106
期刊介绍: The aim of the European Journal of Political Economy is to disseminate original theoretical and empirical research on economic phenomena within a scope that encompasses collective decision making, political behavior, and the role of institutions. Contributions are invited from the international community of researchers. Manuscripts must be published in English. Starting 2008, the European Journal of Political Economy is indexed in the Social Sciences Citation Index published by Thomson Scientific (formerly ISI).
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