Effect of macroeconomic shocks on the shipping market: Focusing on COVID-19 pandemic

IF 3.3 Q2 TRANSPORTATION
Sunghwa Park , Janghan Kwon , Hanna Kim , Heeyoung Ryu , Taeil Kim
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Abstract

This study examines the effect of macroeconomic shocks on the shipping market using time-series data by comparing the periods of the COVID-19 and traditional crises. A structural vector autoregressive model and forecast scenario were applied for the analysis. The results can be summarized as follows. First, the response of freight rates to macroeconomic shocks in the shipping market was consistent with the theoretical predictions. Second, the freight rates were the most affected by VIX shock during the global financial crisis, by fleet development shock during the period of overbuilt shipping capacity, and by the oil price during the periods of instability in the oil market. In particular, we found that businesses recovered more quickly from the shock during the COVID-19 compared to other periods, implying that the uncertainty had a greater influence than real economic factors during the pandemic. Finally, forecast scenario analysis showed that freight rates fell sharply immediately after the global financial crisis and during COVID-19 but the pace of recovery was faster during the COVID-19 than the global financial crisis. This study is significant as it empirically shows that the main factors affecting the shipping market and its transition process differ according to the characteristics of episodes.

宏观经济冲击对航运市场的影响:聚焦 COVID-19 大流行病
本研究通过比较 COVID-19 和传统危机时期,利用时间序列数据研究了宏观经济冲击对航运市场的影响。分析采用了结构向量自回归模型和预测情景。分析结果可归纳如下。首先,运费对航运市场宏观经济冲击的反应与理论预测一致。其次,在全球金融危机期间,运价受 VIX 冲击的影响最大;在航运运力过剩期间,运价受船队发展冲击的影响最大;在石油市场不稳定期间,运价受油价的影响最大。特别是,我们发现,与其他时期相比,COVID-19 期间企业从冲击中恢复的速度更快,这意味着在大流行病期间,不确定性比实体经济因素的影响更大。最后,预测情景分析表明,运费在全球金融危机后和 COVID-19 期间急剧下降,但 COVID-19 期间的恢复速度快于全球金融危机期间。这项研究具有重要意义,因为它从经验上表明,影响航运市场及其过渡进程的主要因素因事件特征而异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.80
自引率
6.50%
发文量
23
审稿时长
92 days
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