Pandemic Shock and Economic Variables Responses in ASEAN Countries Using Panel Vector Autoregressive Model

Nora Ria Retnasih, Yulia Maris Herdianti
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Abstract

This quantitative research aims to measure the factors that affect the economy in 10 ASEAN countries in 2014-2020. The method used is panel vector autoregressive (PVAR). The results of the research were divided into several tests. First, the causality test shows that GDP has an effect on inflation and money supply with a one-way causality. Second, the PVAR test shows that the money supply has a significant effect on inflation and unemployment rate at lags 1 and 2. The follow-up test, namely IRF, shows that the shocks of GDP responded by all economic variables are greater than shocks to other variables. While the results of the VD test show that GDP is the largest contributor to the variation in the value of all economic variables studied, both in the short and long term.
使用面板向量自回归模型的东盟国家流行病冲击和经济变量响应
本定量研究旨在衡量2014-2020年影响东盟10国经济的因素。使用的方法是面板向量自回归(PVAR)。研究结果分为几个测试。首先,因果检验表明GDP对通货膨胀和货币供应量的影响具有单向因果关系。其次,PVAR检验表明,货币供应量对滞后1和滞后2的通货膨胀率和失业率有显著影响。后续检验即IRF表明,所有经济变量对GDP的冲击都大于对其他变量的冲击。而VD检验的结果表明,GDP是所有研究的经济变量的价值变化的最大贡献者,无论是在短期还是长期。
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