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Crowdshippers’ intentions to continue participating in last-mile delivery: A study in Vietnam 众托运人继续参与最后一英里配送的意图:越南的一项研究
IF 3.1 Q2 TRANSPORTATION Pub Date : 2023-09-01 DOI: 10.1016/j.ajsl.2023.06.004
Nguyet Nguyen, Thi Hoang Ha Tran, Thi Thuy Duong Luu, Tuan Duong Vu

The growth of last-mile delivery in developing countries is featuring the important contribution of crowdshippers. Therefore, exploring the factors affecting the intentions to stay in jobs of the crowdshippers is of great significance to maintain and sustainably develop the last-mile delivery service. Based on the Social Exchange Theory, we hypothesize that benefits (economic benefits, professional reputation, and job autonomy) and costs (risks and stress at work) have an effect on crowdshippers’ intentions to continue participating in last-mile delivery service in Vietnam. We also look for differences in motivations to stay in job between full-time and part-time workers. Survey data from 428 crowdshippers were analyzed using SmartPLS. The research findings indicate that economic benefits and work autonomy (benefits) have positive influences on intention to continue participating in crowd logistics, while risks and job stress (cost) have negative effects on the intention of crowsdhippers to continue their work. In addition, research findings also uncover that differences in motivation (perception of benefits and costs) to stay in job between full-time and part-time workers also affect their intentions. Although reputation did not show a significant impact on the crowdshippers’ intentions to continue participating in crowd logistics, it was discovered that reputation has a positive effect on full-time crowdshippers’ intentions to continue working. Based on the findings of this study, we recommend that businesses increase benefits and reduce costs in job to sustain and increase the continued participation in last-mile delivery.

发展中国家最后一英里配送的增长体现了众包商的重要贡献。因此,探讨影响众包商留任意愿的因素,对于维护和可持续发展最后一英里配送服务具有重要意义。基于社会交换理论,我们假设利益(经济利益、职业声誉和工作自主权)和成本(工作中的风险和压力)对众包商继续参与越南最后一英里配送服务的意图产生影响。我们还寻找全职和兼职员工在继续工作的动机上的差异。使用SmartPLS分析了428家众包商的调查数据。研究结果表明,经济效益和工作自主权(效益)对继续参与人群物流的意愿有正向影响,而风险和工作压力(成本)对人群运输者继续工作的意愿有负向影响。此外,研究结果还发现,全职和兼职员工留在工作岗位的动机(对福利和成本的感知)的差异也会影响他们的意图。尽管声誉对众包商继续参与众包物流的意愿没有显著影响,但研究发现,声誉对全职众包商持续工作的意愿有积极影响。根据这项研究的结果,我们建议企业增加福利,降低工作成本,以维持和增加对最后一英里交付的持续参与。
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引用次数: 1
Forecasting future electric power consumption in Busan New Port using a deep learning model 使用深度学习模型预测釜山新港未来的电力消耗
IF 3.1 Q2 TRANSPORTATION Pub Date : 2023-06-01 DOI: 10.1016/j.ajsl.2023.04.001
Geunsub Kim , Gunwoo Lee , Seunghyun An , Joowon Lee

As smart and environmentally friendly technologies and equipment are introduced in the sea port industry, electric power consumption is expected to rapidly increase. However, there is a paucity of research on the creation of electric power management plans, specifically in relation to electric power consumption forecasting, in ports. In order to address this gap, this study forecasts future electric power consumption in Busan New Port (South Korea's largest container port) and, comparing this with the current standard electric power supply capacity, investigated the feasibility of maintaining a stable electric power supply in the future. We applied a Long Short-Term Memory (LSTM) model trained using electric power consumption and throughput data of the last 10 years to forecast the future electric power consumption of Busan New Port. According to the results, electric power consumption is expected to increase at an annual average of 4.9 % until 2040, exceeding the predicted annual 4.7 % increase in throughput during the same period. Given these results, the current standard electric power supply capacity is forecast to reach only 35 % of demand in 2040, indicating that additional electrical power supply facilities will be needed for stable port operation in the future.

随着智能环保技术和设备被引入海港行业,电力消耗预计将迅速增加。然而,关于制定港口电力管理计划,特别是与电力消耗预测有关的计划的研究却很少。为了解决这一差距,本研究预测了釜山新港(韩国最大的集装箱港口)未来的电力消耗,并将其与当前的标准电力供应能力进行了比较,研究了未来保持稳定电力供应的可行性。我们应用使用过去10年的电力消耗和吞吐量数据训练的长短期记忆(LSTM)模型来预测釜山新港未来的电力消耗。根据结果,到2040年,电力消耗预计将以年均4.9%的速度增长,超过了同期预计的4.7%的年吞吐量增长。鉴于这些结果,预计到2040年,目前的标准电力供应能力将仅达到需求的35%,这表明未来港口稳定运营将需要额外的电力供应设施。
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引用次数: 0
An analysis of research trends of inland waterway utilizing social network analysis 基于社会网络分析的内河航道研究趋势分析
IF 3.1 Q2 TRANSPORTATION Pub Date : 2023-06-01 DOI: 10.1016/j.ajsl.2023.02.002
Young-Seo Choi, Gi-Tae Yeo

This study aimed to analyze the research trends of inland waterways in the field of logistics by compiling previous studies that contain keywords related to inland waterways. To investigate the research trend, this study used a keyword network among the SNA methodology and deduced results using the concepts of centrality, including degree centrality, betweenness centrality, closeness centrality, and eigenvector centrality. According to the results of the comprehensive analysis by each region based on the eigenvector centrality outcome, Europe had a core keyword of modal shift, which refers to the conversion to eco-friendly vehicles due to the exhaust problem of land carriage, as well as the continuously implemented government policy. The results of China showed that the country’s task to solve was on studies aimed at reducing traffic jams in inland waterways using AIS data. In the case of the US, the problems of ship delay remain unsolved owing to old locking facilities and equipment. This study provided academic implications that clarify the state-of-the-art in this research topic in three regions that have advanced inland waterways.

本研究旨在通过汇编包含内陆水道相关关键词的先前研究,分析内陆水道在物流领域的研究趋势。为了调查研究趋势,本研究使用了SNA方法中的关键词网络,并使用中心性的概念推导了结果,包括度中心性、介数中心性、贴近中心性和特征向量中心性。根据各地区基于特征向量中心性结果的综合分析结果,欧洲有一个核心关键词是模式转变,即由于陆地运输的排气问题,以及政府政策的持续实施,向环保汽车的转变。中国的研究结果表明,中国要解决的任务是利用AIS数据减少内河航道交通堵塞的研究。就美国而言,由于锁定设施和设备陈旧,船舶延误问题仍未解决。这项研究提供了学术启示,阐明了这一研究主题在三个拥有先进内陆水道的地区的最新进展。
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引用次数: 0
The drone delivery services: An innovative application in an emerging economy 无人机送货服务:新兴经济体的创新应用
IF 3.1 Q2 TRANSPORTATION Pub Date : 2023-06-01 DOI: 10.1016/j.ajsl.2023.01.002
Nguyen Thi Khanh Chi, Le Thai Phong, Nguyen Thi Hanh

The rapid development of the Internet of Things (IoT) devices led to new era in the maritime and road transportation industry and research. This article studies the critical determinants of Drone delivery services (personal innovativeness, outcome expectancy, positive anticipated emotions, and perceived risk) on customer willingness to use Drone in an emerging economy. The article employs correlation analysis and structural equation modeling (SEM) to analyze the data of 602 valid observations collected in the structured questionnaire survey in Vietnam. Empirical results indicate that outcome expectancy and personal innovativeness positively impact customer attitude and anticipated emotion, while outcome expectancy has the strongest influence. These findings also show that outcome expectancy and personal innovativeness have an effect on customer willingness to use Drone through their positive attitude and positive anticipated emotions. Interestingly, the perceived risk of Drone is considered a moderator in reducing the relationship between customer attitude and willingness to use Drone while it has an insignificant impact on customer emotion and willingness to use.

物联网(IoT)设备的快速发展为海事和道路运输行业和研究带来了新的时代。本文研究了在新兴经济体中,无人机送货服务(个人创新能力、结果预期、积极的预期情绪和感知风险)对客户使用无人机意愿的关键决定因素。本文采用相关分析和结构方程模型(SEM)对越南结构化问卷调查中收集的602个有效观察数据进行了分析。实证结果表明,结果预期和个人创新能力对顾客态度和预期情绪有正向影响,而结果预期的影响最大。这些发现还表明,结果预期和个人创新性通过积极的态度和积极的预期情绪对客户使用无人机的意愿产生影响。有趣的是,无人机的感知风险被认为是降低客户态度和使用意愿之间关系的调节因素,而它对客户情绪和使用意愿的影响微乎其微。
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引用次数: 3
Structural analysis of factors for revitalizing lena river logistics using ISM method 基于ISM方法的莱纳河物流振兴因素结构分析
IF 3.1 Q2 TRANSPORTATION Pub Date : 2023-06-01 DOI: 10.1016/j.ajsl.2023.02.001
Yu-Na Kim, Niurgustana Krasilnikova, Young-Seo Choi, Gi-Tae Yeo

Currently, inland water transport is the main mode of transport in the Republic of Sakha (Yakutia). The Lena remains the main river connecting Yakutia with the federal transport infrastructure. However, the state of the Republic’s transport infrastructure does not meet the needs of its economy The infrastructure limits the effective realization of the industrial and resource potential and use of the geographical position of the Republic of Sakha. Therefore, to provide an insightful analysis of the factors affecting the logistics of the Lena River, we conducted a detailed analysis of the current problems of the inland waters of the Republic. This article analyzes the logistics of the Lena River and presents an assessment of the problems hindering the process of modernizing the inland water transport of the Republic of Sakha. Analyzing the factors for revitalizing the Lena River logistics through the Interpretative Structural Modeling method revealed the region’s main water transport logistics problems. Through the literature review, 12 key factors affecting the logistics of the Lena River were identified, and interrelationships among them were represented. The results illustrate that inland water transport of the Republic requires the development of transport infrastructure and financial support from the state to implement republican targeted programs. Therefore, this study is important in both academic and practical aspects.

目前,内河运输是萨哈共和国(雅库特)的主要运输方式。勒纳河仍然是连接雅库特和联邦交通基础设施的主要河流。然而,共和国的交通基础设施状况不符合其经济需求。基础设施限制了萨哈共和国工业和资源潜力的有效实现以及地理位置的利用。因此,为了深入分析影响Lena河物流的因素,我们对共和国内陆水域的当前问题进行了详细分析。本文分析了勒纳河的物流,并对阻碍萨哈共和国内河运输现代化进程的问题进行了评估。通过解释性结构建模方法分析勒纳河物流振兴的因素,揭示了该地区主要的水运物流问题。通过文献综述,确定了影响Lena河物流的12个关键因素,并阐述了它们之间的相互关系。结果表明,共和国内河运输需要发展运输基础设施,并得到国家的财政支持,以实施共和国的目标计划。因此,本研究具有重要的学术意义和实践意义。
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引用次数: 1
Forecasting container throughput of major Asian ports using the Prophet and hybrid time series models 利用Prophet和混合时间序列模型预测亚洲主要港口的集装箱吞吐量
IF 3.1 Q2 TRANSPORTATION Pub Date : 2023-06-01 DOI: 10.1016/j.ajsl.2023.02.004
Ziaul Haque Munim , Cemile Solak Fiskin , Bikram Nepal , Mohammed Mojahid Hossain Chowdhury

Forecasting container throughput is critical for improved port planning, operations, and investment strategies. Reliability of forecasting methods need to be ensured before utilizing their outcomes in decision making. This study compares forecasting performances of various time series methods, namely autoregressive integrated moving average (ARIMA), seasonal ARIMA (SARIMA), Holt-Winter's Exponential Smoothing (HWES), and the Prophet model. Since forecast combinations can improve performance, simple and weighted combinations of ARIMA, SARIMA and HWES have been explored, too. Monthly container throughput data of port of Shanghai, Busan, and Nagoya are used. The Prophet model outperforms others in the in-sample forecasting, while combined models outperform others in the out-sample forecasting. Due to the observed differences between the in-sample and out-sample forecast accuracy measures, this study proposes a forecast performance metric consistency check approach for informed real-world applications of forecasting models in port management decision-making.

预测集装箱吞吐量对于改进港口规划、运营和投资策略至关重要。在决策中使用预测方法的结果之前,需要确保预测方法的可靠性。本研究比较了各种时间序列方法的预测性能,即自回归综合移动平均(ARIMA)、季节性ARIMA、Holt-Winter指数平滑(HWES)和Prophet模型。由于预测组合可以提高性能,ARIMA、SARIMA和HWES的简单和加权组合也已被探索。使用上海、釜山和名古屋港口的月度集装箱吞吐量数据。Prophet模型在样本内预测方面优于其他模型,而组合模型在样本外预测方面优于其它模型。由于观察到样本内和样本外预测准确性度量之间的差异,本研究提出了一种预测性能度量一致性检查方法,用于预测模型在港口管理决策中的实际应用。
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引用次数: 2
Modeling the impact of logistic performance, economic features, and demographic factors of countries on the seaborne trade 模拟各国物流绩效、经济特征和人口因素对海运贸易的影响
IF 3.1 Q2 TRANSPORTATION Pub Date : 2023-06-01 DOI: 10.1016/j.ajsl.2023.02.003
Alireza Mahpour , Iman Farzin , Amirhossein Baghestani , Sina Ashouri , Zahra Javadi , Latifeh Asgari

The shipping industry continues to have strong growth prospects due to increased efficiency and economic liberalization. Through seaborne trade, port infrastructure and logistics impact economic growth in developing countries. This makes studying the factors affecting seaborne trade for such countries particularly important. The current paper aims at analyzing the impact of logistics, economic, and demographic variables on seaborne commodity trade between Qatar, Oman, Turkey, Pakistan, and Iran. Employing a gravity model, results show that a 1% improvement in Logistics Performance Index (LPI) consignments in the importing country can result in a 0.8% increase in total trade flows. Based on results, a 1% increase in the tariff rate reduces the value of trade by 0.4%. Furthermore, a 0.5% increase in trade is caused by the increase in population of the destination country. A sensitivity analysis also shows that logistics variables are more significant than economic and demographic variables. It can be concluded that trade policymakers in developing countries can get better results by improving logistics performance and investing on logistics infrastructure leads to more trade.

由于效率的提高和经济自由化,航运业继续具有强劲的增长前景。港口基础设施和物流通过海运贸易影响发展中国家的经济增长。这使得研究影响这些国家海运贸易的因素变得尤为重要。本文旨在分析物流、经济和人口变量对卡塔尔、阿曼、土耳其、巴基斯坦和伊朗之间海运商品贸易的影响。采用重力模型,结果表明,进口国物流绩效指数(LPI)货运量提高1%,可使总贸易流量增加0.8%。根据结果,关税税率提高1%会使贸易价值下降0.4%。此外,贸易增长0.5%是由目的地国人口增加引起的。敏感性分析还表明,物流变量比经济和人口变量更重要。可以得出的结论是,发展中国家的贸易政策制定者可以通过改善物流绩效和投资于物流基础设施来获得更好的结果,从而带来更多的贸易。
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引用次数: 2
Containership new-building orders and freight rate shocks: A “wait and see” perspective 集装箱船新造船订单和运价冲击:“观望”观点
IF 3.1 Q2 TRANSPORTATION Pub Date : 2023-03-01 DOI: 10.1016/j.ajsl.2023.01.001
Nektarios A. Michail , Konstantinos D. Melas

This paper studies the behaviour of shipping investors following an unexpected shock in the freight rates, while accounting for costs (fuel), and the macro environment (stock prices and trade). The estimates firstly confirm the existence of a long-term relationship between the macroeconomic environment and freight rates, as well as between that and newbuilding orders. Most importantly, we find that when the source of the shock is less clear but still causes an increase in freight rates, shipping investors respond with a delay, which could last almost a year. The thinking behind this “inaction period” is rational, given that the only way to observe whether a shock is permanent or transitory is to wait it out. The above findings have important policy implications not only for shipping investors but also for countries that rely heavily on their ship-building industries.

本文研究了航运投资者在考虑成本(燃料)和宏观环境(股票价格和贸易)的情况下,在运费意外冲击下的行为。这些估计数首先证实了宏观经济环境与运费之间以及与新造船订单之间存在着长期关系。最重要的是,我们发现,当冲击的来源不太清楚,但仍导致运费上涨时,航运投资者的反应是延迟,这可能会持续近一年。这种“不作为期”背后的想法是理性的,因为观察冲击是永久的还是暂时的唯一方法就是等待它过去。上述调查结果不仅对航运投资者而且对严重依赖其造船业的国家具有重要的政策意义。
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引用次数: 3
Performance efficiency assessment of Vietnamese ports: An application of Delphi with Kamet principles and DEA model 越南港口绩效效率评价:基于德尔菲卡梅原理和DEA模型的应用
IF 3.1 Q2 TRANSPORTATION Pub Date : 2023-03-01 DOI: 10.1016/j.ajsl.2022.10.002
Thi Nhu-Mai Nong

Ports form important links in the overall trade chain and act as driving forces for marine economic development. However, the operation of ports also has certain difficulties and challenges that port operators need to overcome. As such, this research aims to measure the performance efficiency of 22 ports listed in the stock market in Vietnam – a developing country with notable progress and role in global seaborne transport. The hybrid method of Delphi technique with KAMET principle and input and output – oriented DEA method was applied to solve the problem of efficiency assessment. The Delphi technique with KAMET principle was used to determine the efficiency evaluation criteria whilst the input and output – oriented DEA was employed to measure the efficiency. The findings show that capital, operation expenses, labour, port area, quay length, depth, revenue, and cargo throughputs are considered as input and output variables in the port efficiency evaluation. Additionally, it is also concluded in the research that scale and management skills are the dominant source of efficiency and Vietnamese ports show rather high management skills. Moreover, comprehensive and multi-variable assessment of port system may bring lots of benefits not only to the decision-making units but also the maritime authorities within constraint funds.

港口是整个贸易链中的重要环节,是海洋经济发展的动力。但是,港口的运营也有一定的困难和挑战,需要港口经营者克服。因此,本研究旨在衡量越南22个在股票市场上市的港口的绩效效率,越南是一个在全球海运中取得显著进步和作用的发展中国家。采用基于KAMET原理的德尔菲法与面向投入产出的DEA法相结合的混合方法来解决效率评价问题。采用德尔菲法和KAMET原理确定效率评价标准,采用面向投入产出的DEA法测量效率。研究结果表明,资本、运营费用、劳动力、港口面积、码头长度、深度、收入和货物吞吐量是港口效率评价的输入和输出变量。此外,研究还得出结论,规模和管理技能是效率的主要来源,越南港口显示出相当高的管理技能。此外,在资金有限的情况下,对港口系统进行综合、多变量的评估,不仅可以为决策单位带来诸多效益,也可以为海事管理部门带来诸多效益。
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引用次数: 5
The impacts of demand and supply shocks in the dry bulk shipping market 供需冲击对干散货航运市场的影响
IF 3.1 Q2 TRANSPORTATION Pub Date : 2023-03-01 DOI: 10.1016/j.ajsl.2022.10.004
Sunghwa Park , Hyunsok Kim , Janghan Kwon

The freight rate is a representative variable in the shipping market and is characterized by a cyclical relationship. Even though downturns in the shipping market, such as the shipping industry recession in the 1980s, the global financial crisis in 2008 and COVID-19 crisis in 2020, recur, few studies have analyzed the dynamic relationship between supply and demand in terms of its effect on freight rates. Thus, this study classifies the factors affecting fluctuations in dry cargo freight rates into demand, supply, and freight rate specific demand factors, which play the most important role in managing risk in the shipping market. Based on the recursive structural vector autoregressive (recursive SVAR) model, we analyze the historical contributions of the effects of each factor across different time periods. Two main findings are summarized as follows: first, we identify the dynamic relationship between factors affecting BDI in the shipping market, and reveal that the magnitude and direction of factors are different. Second, we verify that in an extreme situation in which freight rates exceed the normal range, the market is overheated, and freight rates are therefore determined by the freight rate specific demand of market participants rather than by the actual supply and demand.

运价是航运市场中具有代表性的变量,具有周期性关系的特点。尽管航运市场的低迷(如20世纪80年代的航运业衰退、2008年的全球金融危机和2020年的新冠肺炎危机)时有发生,但很少有研究分析供需之间的动态关系对运费的影响。因此,本研究将影响干货运价波动的因素分为需求因素、供应因素和运价特定需求因素,这些因素在航运市场风险管理中发挥着最重要的作用。基于递归结构向量自回归(递归SVAR)模型,分析了各因素在不同时期的历史贡献。主要研究结果如下:首先,我们识别了航运市场BDI影响因素之间的动态关系,并揭示了影响因素的大小和方向是不同的。其次,我们验证了在运价超出正常范围的极端情况下,市场是过热的,因此运价是由市场参与者的运价特定需求决定的,而不是由实际供需决定的。
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引用次数: 2
期刊
Asian Journal of Shipping and Logistics
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