Investigation into the dynamic relationships between global economic uncertainty and price volatilities of commodities, raw materials, and energy

IF 2.5 3区 经济学 Q2 ECONOMICS
Malihe Ashena, Hamid Laal Khezri, Ghazal Shahpari
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引用次数: 0

Abstract

Purpose This paper aims to deepen the understanding of the relationship between global economic uncertainty and price volatility, specifically focusing on commodity, industrial materials and energy price indices as proxies for global inflation, analyzing data from 1997 to 2020. Design/methodology/approach The dynamic conditional correlation generalized autoregressive conditional heteroscedasticity model is used to study the dynamic relationship between variables over a while. Findings The results demonstrated a positive relationship between commodity prices and the global economic policy uncertainty (GEPU). Except for 1999–2000 and 2006–2008, the results of the energy price index model were very similar to those of the commodity price index. A predominant positive relationship is observed focusing on the connection between GEPU and the industrial material price index. The results of the pairwise Granger causality reveal a unidirectional relationship between the GEPU – the Global Commodity Price Index – and the GEPU – the Global Industrial Material Price Index. However, there is bidirectional causality between the GEPU – the Global Energy Price Index. In sum, changes in price indices can be driven by GEPU as a political factor indicating unfavorable economic conditions. Originality/value This paper provides a deeper understanding of the role of global uncertainty in the global inflation process. It fills the gap in the literature by empirically investigating the dynamic movements of global uncertainty and the three most important groups of prices.
调查全球经济不确定性与商品、原材料和能源价格波动之间的动态关系
本文旨在加深对全球经济不确定性与价格波动之间关系的理解,特别关注商品、工业材料和能源价格指数作为全球通货膨胀的代理,分析1997年至2020年的数据。设计/方法/方法采用动态条件相关广义自回归条件异方差模型研究变量间一段时间内的动态关系。结果表明,商品价格与全球经济政策不确定性之间存在正相关关系。除了1999-2000年和2006-2008年,能源价格指数模型的结果与商品价格指数模型的结果非常相似。GEPU与工业材料价格指数之间存在显著的正相关关系。双格兰杰因果关系的结果表明,全球商品价格指数与全球工业材料价格指数之间存在单向关系。然而,GEPU -全球能源价格指数之间存在双向因果关系。总而言之,物价指数的变化可以由GEPU作为一个政治因素驱动,表明经济状况不利。本文对全球不确定性在全球通胀过程中的作用提供了更深入的理解。它通过实证研究全球不确定性的动态运动和三个最重要的价格组,填补了文献中的空白。
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来源期刊
Applied Economic Analysis
Applied Economic Analysis Economics, Econometrics and Finance-Economics, Econometrics and Finance (all)
CiteScore
3.50
自引率
4.30%
发文量
5
审稿时长
8 weeks
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