Asymmetric Impact of Geopolitical Risk and Economic Policy Uncertainty on Russian Ruble Exchange Rate

Anna A. Gainetdinova
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Abstract

The Russian economy has encountered substantial exchange rate volatility due to many endogenous and exogenous shocks, including the global financial crisis, sanctions, and the COVID-19 pandemic. These exogenous shocks tend to increase economic policy uncertainty, eventually leading to exchange rate fluctuations. In addition, the Russian economy is highly exposed to geopolitical risks, which also reflected in the dynamics of the exchange rate. The hypothesis of the study is that the response of the exchange rate to the positive and negative shocks in geopolitical risk and economic policy uncertainty may be asymmetric because of the expectations of economic agents. Thus, the objective of this study is to assess the asymmetric impact of geopolitical risk and economic policy uncertainty on the Russian exchange rate. As a preliminary analysis, the time series were tested for unit root and cointegration. I apply linear and non-linear autoregressive and distributed lag models (ARDL) that estimate asymmetric impact and provide results in the short and long term. The results of econometric analysis show that geopolitical risk and economic policy uncertainty affect the exchange rate asymmetrically in the short term, while their impact on the exchange rate is symmetric in the long term. In the short term, the exchange rate is more sensitive to negative shocks of geopolitical risk and economic policy uncertainty as compared to positive ones. At the same time, the negative impact of geopolitical risk is smoothed out in the long term. The theoretical significance of the study lies in expanding the standard model of fundamental factors affecting the dynamics of the exchange rate by examining nexus between "unobservable" factors and the exchange rate. The findings make it possible to improve the predictability of the exchange rate, providing valuable policy implications for investors and policy-makers.
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地缘政治风险和经济政策不确定性对俄罗斯卢布汇率的非对称影响
由于全球金融危机、制裁、新冠肺炎疫情等诸多内生和外生冲击,俄罗斯经济遭遇了大幅汇率波动。这些外生冲击往往会增加经济政策的不确定性,最终导致汇率波动。此外,俄罗斯经济高度暴露于地缘政治风险,这也反映在汇率的动态中。本研究的假设是,由于经济主体的预期,汇率对地缘政治风险和经济政策不确定性的正面和负面冲击的反应可能是不对称的。因此,本研究的目的是评估地缘政治风险和经济政策不确定性对俄罗斯汇率的不对称影响。作为初步分析,对时间序列进行单位根和协整检验。我应用线性和非线性自回归和分布滞后模型(ARDL)来估计不对称影响,并提供短期和长期的结果。计量分析结果表明,地缘政治风险和经济政策不确定性对汇率的影响在短期内是不对称的,而对汇率的影响在长期内是对称的。短期内,汇率对地缘政治风险和经济政策不确定性的负面冲击比对正面冲击更为敏感。与此同时,地缘政治风险的负面影响在长期内得到了缓解。本研究的理论意义在于,通过考察“不可观察”因素与汇率之间的关系,拓展了影响汇率动态的基本因素的标准模型。这些发现使提高汇率的可预测性成为可能,为投资者和政策制定者提供了有价值的政策启示。
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