科研管理 ›› 2023, Vol. 44 ›› Issue (9): 182-192.

• 论文 • 上一篇    

基于LT-TVP-VAR模型的中美贸易战对航运市场的时变影响研究

孟斌,李寅洁,包玉   

  1. 大连海事大学 综合交通运输协同创新中心,辽宁 大连116026
  • 收稿日期:2022-02-16 修回日期:2023-07-13 出版日期:2023-09-20 发布日期:2023-09-09
  • 通讯作者: 孟斌
  • 基金资助:
    国家自然科学基金重点项目:“绿色港口与航运网络运营管理优化研究”(71831002,2019.01—2023.12);国家自然科学基金面上项目:“一体化运营格局下区域港群集约优化及治理策略研究”(72174035,2022.01—2025.12);国家自然科学基金面上项目:“基于成本控制的外贸集装箱运价保险创新研究”(72072018,2021.01—2024.12);国家自然科学基金面上项目:“金融资产‘减价出售’导致间接风险传染的识别、传染规律与风险防范研究”(71971034,2020.01—2023.12);辽宁省“兴辽英才计划”资助项目:“面向多式联运智慧运营的精准服务支撑技术研究”(XLYC2008030,2021.01—2023.12)。

An empirical study of the time-varying impact of the China-US trade war on the shipping market based on the LT-TVP-VAR Model

Meng Bin, Li Yinjie, Bao Yu   

  1. Collaborative Innovation Center for Transport Studies, Dalian Maritime University, Dalian 116026, Liaoning, China
  • Received:2022-02-16 Revised:2023-07-13 Online:2023-09-20 Published:2023-09-09

摘要:     航运是全球经济贸易的生命线,研究中美贸易战对航运市场的时变影响,对于全球经济走势的研判、航运市场风险管理具有重要意义。本研究基于时变和结构性突变的视角,构建中美贸易冲突对航运市场影响的LT-TVP-VAR模型,对中美贸易战下的航运市场动态时变反应机制进行分析,从脉冲响应幅度与响应持续期这两个维度刻画政策贸易变化对航运市场的时变作用机制。结果表明:(1)航运市场对美方净出口额的响应强度大于中方净进口额,对中方外商直接投资的响应强度大于美方外商直接投资,二手船价格指数、集装箱吞吐量和全球运价指数的响应强度均大于新造船价格指数和全球海运贸易。(2)中美双边进出口额和中美外商直接投资对航运市场变量的影响均在3年以上,滞后3年的脉冲响应强度最大,中美双边关税对航运市场的影响更多体现为短期。(3)美方外商直接投资、中美双边关税对新造船价格指数影响具有周期性特征,中美双边进出口额、中美外商直接投资和中美双边关税对集装箱吞吐量影响呈现周期性波动。

关键词: 航运市场, 中美贸易战, LT-TVP-VAR模型, 航运运价指数

Abstract:     Shipping serves as the fundamentals of the global industrial chain and the vitals of the global economy and trade. The changing situation of economic trade caused by the China-US competition has broken the principles of the development of the shipping market. Such structural changes under unconventional economic conditions are seldom seen in the shipping market. Under these circumstances, the study of the time-varying impact of the China-US trade war on the shipping market is of great significance for the risk management of China′s shipping market and the prediction of global economic and trade trends. By establishing the LT-TVP-VAR model measuring the impacts of the policy trade variables on the shipping market variables during the period of 2004-2021, this paper analyzed the dynamic mechanisms of the time-varying responses of the shipping market under the China-US trade war, quantified the threshold effect of the China-US trade war on the shipping market, and characterized the time-varying effect of the policy trade variables on the shipping market variables from both the magnitude and duration of the impulse response. The empirical results indicated that: (1) the shipping market responds more intensively to the net exports of the US than to the net imports of China, and more intensively to the foreign direct investment of China than to that of the US. Also, the response intensities of the used ship price index, container throughput and the global freight rate index are larger than those of the new ship price index and global seaborne trade. (2) The impacts of the import and export volumes and the foreign direct investments between China and the US on the shipping market last for more than 3 years, with the intensity of the 3-year lagging impulse response being the largest. The impact of the bilateral tariffs between China and the US on the shipping market is more reflected in the short term. (3) The impacts of the foreign direct investment of the US and the China-US bilateral tariff on the new ship price index possess cyclical characteristics, while the impacts of the import and export volume, the foreign direct investment and the bilateral tariff on container throughput between China and the US all show cyclical fluctuations.The theoretical contributions of this paper are mainly twofold: firstly, the LT-TVP-VAR model measuring the impacts of the tariff, import and export volume and foreign direct investment on the shipping market was established to reveal the nonlinear and time-varying impacts of the China-US trade war on the shipping market, which further enriches the literature on the impact of China-US trade war. The fact that the threshold admissibility rate of the LT-TVP-VAR model is basically above 30% indicated the existence of a significant threshold effect, which means that the selected model can achieve better fitting results than traditional models and can effectively identify the potential structural changes in the shipping market. Second, after the financial crisis and COVID-19, the mechanism of the impacts of major events on the shipping market was further explored. Unlike other major events, the China-US trade war can significantly change the global trade situation and investment environment, which has both direct and indirect impacts on the shipping market. This paper analyzed the impacts of the China-US trade war on the shipping market from various perspectives including taxation, trade and investment. This paper will not only help the shipping market participants get a more comprehensive understanding of the impacts of the China-US trade war on different sectors of the shipping market and their internal relationships, and hence reduce the negative consequences caused by the dramatic fluctuations of the shipping market, but also provide insightful references for regulatory authorities for making forward-looking and targeted policies.

Key words: shipping market, Sino-US trade war, LT-TVP-VAR model, shipping freight index