Trade values predictive model of Southeast Asia under the Belt-Road Initiative

IF 3.3 Q2 TRANSPORTATION Asian Journal of Shipping and Logistics Pub Date : 2022-09-01 DOI:10.1016/j.ajsl.2022.06.001
Vachiraya Rojanaleekul , Sirirat Pungchompoo , Nikorn Sirivongpaisal
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引用次数: 1

Abstract

This research aims to quantitatively evaluate the impact that future logistics development projects may have on Southeast Asia’s trade values (import and export) under the Belt-Road Initiative (BRI) scheme with Logistic Performance Indicators (LPIs) as the medium of evaluation. We investigate the multicollinearity effect, which are typically common for logistics performance indicators. The research adopts a model development technique from the Principal Component Regression (PCR) and integrates it to the Analytic Hierarchy Process (AHP) to cope with industry and freight logistics practitioner opinions on various logistics infrastructure developments under the BRI scheme. The predictive model to trade activities of South East Asia under the China-Indochina Peninsula Economic Corridor will be proposed. Our predicting model will be weighed under the 8 different scenarios existing BRI logistic projects. This research significantly contributes to solution methodology for building a predictive model of logistic indices to trade activities under the multicollinearity effect.

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“一带一路”下东南亚贸易价值预测模型
本研究旨在以物流绩效指标(lpi)为评估媒介,定量评估未来物流发展项目对“一带一路”倡议下东南亚贸易价值(进出口)的影响。我们调查多重共线性效应,这是典型的常见的物流绩效指标。本研究采用主成分回归(PCR)的模型开发技术,并将其与层次分析法(AHP)相结合,以应对行业和货运物流从业者对“一带一路”计划下各种物流基础设施发展的意见。提出中国-中南半岛经济走廊下东南亚贸易活动的预测模型。我们的预测模型将在现有“一带一路”物流项目的8种不同情景下进行权衡。本研究为构建多重共线性效应下的物流指标对贸易活动的预测模型提供了重要的求解方法。
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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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