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Efficiency and Productivity Change Analysis of Major Seaports in New Zealand 新西兰主要海港的效率和生产力变化分析
Pub Date : 2023-06-30 DOI: 10.17825/klr.2023.33.3.54
Jin-Hee Ma, Young-Hyo Ahn
New Zealand has a geographical position as the logistics hub of Latin America, and its logistics industry is important due to its high dependence on imports and exports. As about 90% of New Zealand's shipments are made by sea, sea transport plays a large role in national distribution of cargo as well as import and export of goods. However, as supply chains between New Zealand and China have become more tighter, the Covid pandemic has caused significant disruption to New Zealand's trade. It has also caused heavier regulation and procedures of import and export, severe lack of internal and external resources and higher volatility of global supply chain. Therefore, this study evaluated comparative operational efficiencies of 11 major ports in New Zealand by using DEA and MPI. Total equity and liabilities were selected as inputs and revenue and gross profit as outputs. It examined the current state of New Zealand ports' performance operations by evaluating port operational efficiency in 2019 and 2020 and performed trend analysis on financial productivity of 11 ports for 9 years from 2012 to 2020. This study aims to enhance competitiveness of New Zealand's logistics industry and to revitalize the main ports.
新西兰的地理位置是拉丁美洲的物流枢纽,其物流业因其进出口依赖度高而非常重要。由于新西兰约90%的货物是通过海上运输的,因此海上运输在全国货物配送和货物进出口方面发挥着重要作用。然而,随着新西兰和中国之间的供应链变得更加紧密,新冠疫情对新西兰的贸易造成了重大干扰。这也导致进出口监管和程序更加严格,内外部资源严重缺乏,全球供应链波动性加大。因此,本研究利用DEA和MPI对新西兰11个主要港口的比较运营效率进行了评估。总权益和负债被选为投入,收入和毛利被选为产出。通过评估2019年和2020年的港口运营效率,考察了新西兰港口绩效运营的现状,并对2012年至2020年9年间11个港口的财务生产力进行了趋势分析。本研究旨在提升新西兰物流业的竞争力,振兴主要港口。
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引用次数: 0
A Study on Development Strategies for Agricultural Logistics Centers in the Mekong Delta Region of Vietnam 越南湄公河三角洲地区农业物流中心发展战略研究
Pub Date : 2023-06-30 DOI: 10.17825/klr.2023.33.3.22
Sang-chul Lee, H. Lee
Can Tho City, the fifth largest city in Vietnam and located at the hub of the Mekong Delta region, is located 160km west of Ho Chi Minh City, the largest city in Vietnam, and the southern part of the Hasu River, the first tributary of the Mekong River. The area is 1,439 ㎢, and the climate is hot and humid and the topography is flat, making it an environment suitable for agricultural and marine product production. Agricultural products, a major item of Vietnam's primary industry, are a major handling item in the Mekong Delta region, including Can Tho City. In order to determine the direction for the development of logistics development in the Mekong Delta region and Can Tho City, field surveys and detailed data surveys, consultations with related organizations such as Can Tho City, and development experiences and opinions of Korean companies that have entered Vietnam were listened to. As a result, building an Agricultural Products Processing Center (APC) was identified as a priority. As a result of the AHP analysis, in the major categories, ‘securing infrastructure’ was rated as 0.642, which was evaluated as overwhelmingly more important than other items. Next, ‘preparation of government support policy’ was 0.188, and ‘establishment of smart logistics operating system’ was 0.170. In the sub-category of securing major category infrastructure, 'transport network connected to logistics center' was evaluated as 0.383, the most important item, followed by 'storage facility' (0.241), 'gathering and delivery facility' (0.233), and 'support facility' (0.143). Subsequently, based on the results of the AHP survey, this study presented the development strategies for the agricultural logistics center in Can Tho City by dividing it into short-term, mid-term, and long-term. In the short term, it was proposed to focus on building logistics center infrastructure and linked transportation infrastructure, and in the mid term, an efficient system operation plan for agricultural logistics center was suggested. In the long term, support policies for companies using agricultural logistics center and the establishment of food industry clusters in the hinterland were proposed. This study presents a strategy for promoting an agricultural logistics center in Can Tho City, the central city of the Mekong Delta region. It is expected that it will be used as a reference material.
芹苴市是越南第五大城市,位于湄公河三角洲地区的中心,位于越南最大城市胡志明市以西160公里处,位于湄公河第一条支流哈苏河的南部。面积1439平方公里,气候湿热,地势平坦,适合农业和海洋产品的生产。农产品是越南第一产业的重要项目,是包括芹苴市在内的湄公河三角洲地区的主要处理项目。为了确定湄公河三角洲地区和芹苴市的物流发展方向,听取了实地调查和详细数据调查、芹苴市等相关机构的咨询、进入越南的韩国企业的发展经验和意见。因此,建立农产品加工中心(APC)被确定为优先事项。根据AHP分析,在主要类别中,“保障基础设施”的得分为0.642,被评价为比其他项目重要得多。其次,“政府支持政策的制定”为0.188,“智能物流运营体系的建立”为0.170。在确保主要类别基础设施的分类中,“与物流中心相连的运输网”的评价为0.383,是最重要的项目,其次是“仓储设施”(0.241)、“集运设施”(0.233)、“支援设施”(0.143)。随后,基于层次分析法的调查结果,本研究将芹苴市农业物流中心的发展分为短期、中期和长期三个阶段,提出了芹苴市农业物流中心的发展策略。从短期来看,提出以建设物流中心基础设施和联动运输基础设施为重点,从中期来看,提出农业物流中心高效的系统运行方案。从长远来看,提出了支持企业利用农业物流中心和在腹地建立食品产业集群的政策。本研究提出在湄公河三角洲地区的中心城市芹苴市促进农业物流中心的策略。预计它将被用作参考材料。
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引用次数: 0
A Study on the Chinese’s Perception of Friendship, Trade, and National Power to Korea 中国人对韩国的友谊、贸易和国力的看法研究
Pub Date : 2023-06-30 DOI: 10.17825/klr.2023.33.3.43
Yating Wang, Jae-Woo Kim
This study investigated and studied Chinese perceptions of Korea. It is necessary to take into account the characteristics of the sample, which has a high proportion of Chinese living in Korea and many in their 20s and 30s. The correlation between impressions, trust, national power, Korea-China relations, and perception of trade according to the period of Chinese residence in Korea was analyzed. All of the analysis results were correlated. It was confirmed that the longer the period of residence in Korea, the more positive there was a correlation between increase, trust, trade, and Korea-China relations, and there was a negative correlation with national power. As a result of the study, the longer Chinese live in Korea, the better their understanding of Korea and hope to improve friendly relations and trade between the two countries. Therefore, it is necessary to establish a long-term strategy for public relations through the attraction and systematic management of Chinese international students.
本研究调查和研究了中国人对韩国的看法。有必要考虑到样本的特点,即在韩国生活的中国人比例很高,而且很多是20多岁和30多岁的年轻人。根据中国人在韩国居住的时间,分析了印象、信任、国力、韩中关系、贸易感知之间的关系。所有分析结果均具有相关性。结果证实,在韩国居住的时间越长,增加、信任、贸易、韩中关系呈正相关,与国力呈负相关。研究结果表明,中国人在韩国生活的时间越长,对韩国的了解就越深,他们希望改善两国之间的友好关系和贸易。因此,有必要通过对中国留学生的吸引和系统管理,建立长期的公关战略。
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引用次数: 0
Analysis and Forecast of Patent Trends in Unmanned Delivery Robot Technology: Focusing on Last-Mile Delivery Technology 无人配送机器人技术专利趋势分析与预测——以最后一英里配送技术为重点
Pub Date : 2023-06-30 DOI: 10.17825/klr.2023.33.3.30
Tae-Men Kim, Bo-Na Choi, Chan-Jeong Park
With the advent of the untact era due to COVID-19, demand in the existing online market and the courier and logistics industry is accelerating. At the same time, the problem of decreasing available labor force due to decreasing population growth rate and aging is growing, causing difficulties due to labor shortage. In this paper, we examine the patent application trends of unmanned delivery systems by country, technology, and major applicants, and identify the degree of patent activity of major companies through index analysis. To this end, we analyzed domestic and foreign patents on unmanned delivery robot technology filed up to July 2021, and classified them according to the technology classification system to present the outlook of unmanned delivery technology. The analysis showed that robots, drones, and unmanned delivery boxes, which combine IoT technologies of the Fourth Industrial Revolution based on last-mile delivery technology, are expanding their scope of use. In addition, the development of cooperative delivery services combining robots and drones is expected, and the differentiation of delivery costs between rapid delivery by drones and regular delivery by robots is expected. This paper is expected to raise awareness of unmanned delivery technology among related companies and researchers, and to serve as a reference for future research and development for efficient last-mile delivery
随着新型冠状病毒感染症(COVID-19)导致的非接触时代的到来,现有的网络市场和快递物流行业的需求正在加速增长。与此同时,由于人口增长率下降和老龄化导致的可用劳动力减少的问题日益突出,造成了劳动力短缺的困难。本文从国家、技术、主要申请人等方面分析了无人配送系统的专利申请趋势,并通过指数分析确定了主要公司的专利活动程度。为此,我们对截至2021年7月的国内外无人配送机器人技术专利申请情况进行了分析,并按照技术分类体系对其进行了分类,以呈现无人配送技术的前景。分析结果显示,以最后一英里配送技术为基础,结合第四次工业革命物联网(IoT)技术的机器人、无人机、无人配送箱等正在扩大使用范围。此外,预计机器人与无人机合作配送服务的发展,以及无人机快速配送与机器人常规配送的配送成本分化。本文旨在提高相关企业和研究人员对无人配送技术的认识,并为未来研究和开发高效的最后一英里配送提供参考
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引用次数: 0
A Study on the Optimization of Reverse Logistics Network in China's Automotive Industry: Focusing on Abandoned Cars in China 中国汽车行业逆向物流网络优化研究——以中国废旧汽车为例
Pub Date : 2023-06-30 DOI: 10.17825/klr.2023.33.3.5
Meng-fei Nan, Yao Cui, Mengnan Zhang
Reverse logistics network design is a strategic level of decision-making, and the recovery process of abandoned vehicles is inseparable from the support of a complete reverse logistics network. Against the backdrop of the green economy and the circular economy, this study designed a waste vehicle reverse logistics network under two constraints: carbon tax policy and carbon transaction market policy, respectively, and established a multi-purpose mixed integer linear plan model to minimize carbon emissions and costs. In addition, using a Chinese automobile manufacturer as an example, the results of the model of maximizing economic effects (i.e., minimizing costs) and maximizing environmental effects by conducting case verification and using lingo 11.0 are as follows. First, the cost of transportation using pure electric vehicles under the same carbon emission policy is lower than using fuel cars. Second, under the two carbon policies, carbon trading policies have a better emission reduction effect and lower network operating costs. Third, we found that transactional carbon constraints help companies reduce costs and reduce carbon emissions, and help shape long-term, even image-oriented, corporate behavior. By analyzing the optimization of China's waste vehicle reverse logistics network, this study promotes the sustainable and sound development of Chinese waste vehicle recovery companies and realizes the double benefits of the economic environment. There is a certain significance in the research and practice of developing reverse logistics activities in academia
逆向物流网络设计是战略层面的决策,废弃车辆的回收过程离不开完整的逆向物流网络的支持。本研究在绿色经济和循环经济背景下,分别设计了碳税政策和碳交易市场政策约束下的垃圾汽车逆向物流网络,建立了以碳排放和成本最小化为目标的多目标混合整数线性规划模型。此外,以中国某汽车制造企业为例,通过案例验证,使用行话11.0,得出经济效益最大化(即成本最小化)和环境效益最大化模型的结果如下:首先,在同样的碳排放政策下,使用纯电动汽车的运输成本低于使用燃油汽车。第二,在两种碳政策下,碳交易政策具有更好的减排效果和更低的网络运行成本。第三,我们发现交易性碳约束有助于企业降低成本和减少碳排放,并有助于塑造长期的、甚至以形象为导向的企业行为。本研究通过对中国废旧汽车逆向物流网络优化的分析,促进了中国废旧汽车回收企业的持续健康发展,实现了经济环境的双重效益。学术界开展逆向物流活动的研究和实践具有一定的意义
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引用次数: 0
A Study on the Effect of TikTok Live Commerce on Intention to Use: Focusing on the Extended Technology Acceptance Model (ETAM) TikTok Live Commerce对使用意愿的影响研究——基于扩展技术接受模型(ETAM)
Pub Date : 2023-04-30 DOI: 10.17825/klr.2023.33.2.11
Helong Fang, soon-hong Kim
Live Commerce is a new online shopping method that is more convenient than traditional online shopping through real-time communication, proxy experience of products or services, and various products, and can give great satisfaction while receiving more trust from consumers. In addition, due to COVID-19, untact consumption methods have been actively developed, and live commerce has achieved massive explosive growth in China. This study conducted an online survey of users using China TikTok live commerce. The collected questionnaires were analyzed using SPSS 22.0 and Amos 22.0. This study analyzed the impact of Tik Tok, a popular live commerce platform in China, on consumer sustainability intention using the Extended Technology Acceptance Model (ETAM). As for the empirical analysis results, the expanded technology acceptance model has better predictive and explanatory power due to the introduction of external factor interactions. Interaction was found to have a significant effect on perceived pleasure, ease, usefulness, and reliability. The respondents of this study are all familiar with online shopping because they are more than 80% young, and the perceived ease of online shopping is less important than the initial technology acceptance model, and the perceived ease has no statistical significance in satisfaction.
Live Commerce是一种新型的网络购物方式,通过实时沟通,代理体验产品或服务,多种多样的产品,比传统的网上购物更方便,在获得消费者更多信任的同时,也能给消费者带来很大的满足感。此外,受新冠肺炎疫情影响,非接触式消费方式得到积极发展,电商在中国实现了大规模的爆发式增长。本研究对使用中国抖音现场商务的用户进行了在线调查。采用SPSS 22.0和Amos 22.0对收集到的问卷进行分析。本研究使用扩展技术接受模型(ETAM)分析了中国流行的电子商务平台Tik Tok对消费者可持续发展意愿的影响。实证分析结果表明,由于引入了外部因素的相互作用,扩展的技术接受模型具有更好的预测力和解释力。研究发现,互动对感知到的愉悦、轻松、有用性和可靠性有显著影响。本研究的被调查者中有80%以上是年轻人,因此他们对网络购物都很熟悉,并且网络购物的感知易用性没有最初的技术接受模型重要,感知易用性在满意度上没有统计学意义。
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引用次数: 0
A Study on the Differences in LDSP Business Models between Korea, United States, Japan, and China 韩国、美国、日本、中国的LDSP商业模式差异研究
Pub Date : 2023-04-30 DOI: 10.17825/klr.2023.33.2.23
Byung-mo Coo
This paper is the results of studies of subjects that accord with the recent digital transformation, digital twin, sharing economy, logistics O2O, logistics digital platform, etc., and can be jointly used and can collaborate with AI, Big Data, AMR, AGV, UAM, etc. The core studied field is the logistics digital sharing platform(LDSP) business model, which is called an online-based logistics sharing economy business model. Based on South Korean LDSP, the models in the same field were studied with companies representing the United States, Japan, and China. Due to the influence of the COVID-19 pandemic, instead of studies abroad, studies were conducted with online, bibliographic studies, studies in which experts in the relevant country participated, and the heads of South Korean corporations installed in the relevant countries through general and in-depth interviews. Using the business model canvas(BMC) as a research methodology, nine components of the BMC were used as a means of comparison of LDSP business models by country as key factors. As a result of the study, differences were derived from components VP, CRM, RS, KA, and KP in the LDSPs in South Korea and the United States, and differences in components VP, CRM, RS, and KR were studied in the Japanese LDSP. In comparison with LDSP in China, differences were derived from components VP, CRM, and KA.
本文是符合近期数字化转型、数字孪生、共享经济、物流O2O、物流数字平台等,可与AI、大数据、AMR、AGV、UAM等共同使用和协同的课题研究成果。研究的核心领域是物流数字共享平台(LDSP)商业模式,称为基于网络的物流共享经济商业模式。在韩国LDSP的基础上,以代表美国、日本和中国的公司为研究对象,研究了同一领域的模型。由于新冠肺炎疫情的影响,研究没有进行海外研究,而是采用了在线研究、文献研究、相关国家专家参与研究、韩国企业驻相关国家负责人通过一般性和深度访谈等方式进行研究。使用商业模式画布(BMC)作为研究方法,BMC的九个组成部分被用作按国家作为关键因素对LDSP商业模式进行比较的手段。研究结果表明,在韩国和美国的LDSP中,VP、CRM、RS、KA和KP组成部分存在差异,而在日本的LDSP中,VP、CRM、RS和KR组成部分存在差异。与中国的LDSP相比,差异来自于VP、CRM和KA组成部分。
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引用次数: 0
A Study on the Effects of Coupang Platform’s Logistics Service Quality on Satisfaction, Trust and Repurchase Intention Coupang平台物流服务质量对满意度、信任和再购买意愿的影响研究
Pub Date : 2023-04-30 DOI: 10.17825/klr.2023.33.2.33
Jin-zhao Wang, Mengze Zhang
In modern society, with the increasing number of online shopping platforms and their development, various platforms have also launched logistics services such as same-day delivery and morning delivery, and the competition among platforms has become more intense. Therefore, it is necessary to study the influence of logistics service quality, user satisfaction and trust on user repurchase intention. In addition, the flexibility of platform logistics services is an important boost to help the platform succeed and meet the needs of different groups, but there is currently a lack of relevant demonstration research. Therefore, based on the theoretical background of logistics service quality in online shopping, this study combines order quality, delivery quality, information quality, customer service and the flexibility of the Coupang shopping platform to construct a research model and establish hypotheses. From January 6 to February 3, 2023, a questionnaire survey was conducted in the form of a Google questionnaire for Coupang users with experience in using and purchasing. At the end of the investigation, a total of 500 questionnaires were received, except for 47 questionnaires with no purchase history and 49 dishonest ones, the remaining 404 questionnaires were statistically analyzed using SPSS, and finally analyzed. The results of this study show that, first of all, in terms of logistics service quality, order quality, delivery quality, customer service, and flexibility have certain positive (+) effects on satisfaction. However, information quality did not affect satisfaction. This means that the quality of information related to orders, transactions, and logistics on the platform cannot meet consumers’ expectations. Second, the quality of logistics services has a positive (+) impact on information products. Third, satisfaction and trust have a positive (+) impact on all users’ repurchase intentions. Many people are likely to become loyal users of the platform. This study reveals a causal relationship between flexibility and satisfaction and trust, with important implications. And it proves that consumers’ repurchase intention is based on excellent product and logistics service quality
在现代社会,随着网购平台的增多和发展,各种平台也纷纷推出了当日达、早达等物流服务,平台之间的竞争也更加激烈。因此,有必要研究物流服务质量、用户满意度和信任对用户再购买意愿的影响。此外,平台物流服务的灵活性是平台成功、满足不同群体需求的重要助力,但目前缺乏相关的实证研究。因此,本研究基于网络购物物流服务质量的理论背景,结合订单质量、配送质量、信息质量、客户服务和Coupang购物平台的灵活性,构建研究模型并建立假设。2023年1月6日至2月3日,以Google问卷的形式对有使用和购买经验的Coupang用户进行问卷调查。调查结束时,共收到问卷500份,除47份没有购买历史的问卷和49份不诚实的问卷外,其余404份问卷使用SPSS进行统计分析,最后进行分析。本研究结果表明,首先,在物流服务质量方面,订单质量、配送质量、客户服务和灵活性对满意度有一定的正向(+)影响。然而,信息质量不影响满意度。这意味着平台上与订单、交易、物流相关的信息质量不能满足消费者的期望。第二,物流服务质量对信息产品具有正向(+)影响。第三,满意度和信任对所有用户的再购买意愿都有正(+)的影响。许多人可能会成为该平台的忠实用户。本研究揭示了灵活性与满意度和信任之间的因果关系,具有重要意义。证明消费者的再购买意愿是建立在优秀的产品和物流服务质量的基础上的
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引用次数: 0
A Study on Policy Priority Analysis for Port Air Quality Improvement: Focusing on Ports in the Metropolitan Area 港口空气质量改善政策优先分析研究——以都市圈港口为例
Pub Date : 2023-04-30 DOI: 10.17825/klr.2023.33.2.1
In-Kyu Kang, Hae-Chan Lee, Young Choi, Gi-Tae Yeo
The port areas in the metropolitan area maintain higher concentrations of air pollution throughout the year compared to other port areas, so air pollution management is urgently needed. Air pollutant emissions from ports in the metropolitan area were analyzed to be more than twice the national average. Despite these circumstances, analyses and studies on the sustainable and feasible port air quality improvement policy measures for the port areas in the metropolitan area are insufficient. In this respect, the purpose of this study was to derive policy priorities for improving air quality in the metropolitan ports. As for the method of the study, the CFPR (Consistent Fuzzy Preference Relation) method, which can integrate and analyze the opinions of experts, was used. As a result of the analysis, in the overall weight ranking, the first, second, and third places were shown to be the strengthening of the ship fuel sulfur content standard, the expansion of eco-friendly ships, and the expansion of support for ship emission reduction devices, respectively. That is, all of the first, second, and third detailed factors were analyzed as policies related to vessel-oriented air pollutant reduction. In particular, most of the policy items ranked at the top were analyzed as policy factors that require strong regulatory policies, large-scale financial inputs, and government facility subsidy policies. This study has implications in that it presents useful policy measures that can be applied practically to policy makers to improve port air quality.
与其他港区相比,首都圈港区全年空气污染浓度较高,因此迫切需要空气污染管理。据分析,首都圈港口的空气污染物排放量是全国平均水平的两倍以上。尽管如此,对于都市圈港区可持续可行的港口空气质量改善政策措施的分析和研究仍然不足。在这方面,这项研究的目的是得出改善大都市港口空气质量的政策优先事项。在研究方法上,采用了能够综合分析专家意见的一致模糊偏好关系法(CFPR)。分析结果显示,在整体权重排名中,加强船舶燃料硫含量标准、扩大环保船舶、扩大对船舶减排设备的支持分别位居第一、第二、第三位。也就是说,所有的第一,第二和第三个细节因素都被分析为与船舶导向的空气污染物减少相关的政策。特别是,大部分政策项目被分析为需要强有力的规制政策、大规模财政投入、政府设备补贴政策的政策因素。这项研究的意义在于,它提出了有用的政策措施,可以实际应用于政策制定者,以改善港口空气质量。
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引用次数: 0
A Study on Port (Terminals) Operational Efficiency Analysis Using PCA-DEA Approach: Focusing on Container Terminals on Busan Port 基于PCA-DEA方法的港口(码头)运营效率分析研究——以釜山港集装箱码头为例
Pub Date : 2023-02-28 DOI: 10.17825/klr.2023.33.1.19
Lele Zhou, H. Lee
Previous literature has recognised the importance of port efficiency to port performance, and two popular methodologies of DEA (Data Envelopment Analysis) and SFA (Stochastic Frontier Analysis) have been widely applied to efficiency evaluation. However, there seems a limitation of lacking objectivity when selecting the variables of inputs and outputs. Meanwhile, as for the largest port in Korea, although many related efficiency studies already exist for Busan Port, most of them are founded on a whole port level basis while seldom on the container terminal level. Therefore, to fill the gap, this paper introduces a PCA (Principal Component Analysis) - DEA approach to research the operational efficiency of nine container terminals of Busan Port with the latest data of 2021. The PCA-DEA port (terminal) evaluation approach is practical and unbiased, and it may have some special practical value for the port industry. Container throughput is set as the output, and 13 variables from three scopes of land, facilities and labour are identified as inputs, followed by PCA which eventually detects three indictors of “No. transfer crane (RMGC) in yard”, “Staff average salary” and “Container freight station (CFS) space” as the core inputs representing the above three dimensions. Then, the DEA (CCR) and DEA (BCC) models are used to gain the assessment results: “PNIT, “PNC” and “HJNC” are DEA efficiency, while others of “HPNT”, “BNCT”, “Jaseongdae”, “Shinseondae”, “Gamman” and “Shin Gamman” are non-DEA efficiency. In addition, to achieve the target efficiency for the non-effective terminals, this paper confirms improvements through Return to Scale (ROS) and input redundancy discussion. This study objectively evaluates port terminals and provides useful data when establishing strategies to strengthen port efficiency and competitiveness in the future.
以前的文献已经认识到港口效率对港口绩效的重要性,并且两种流行的方法DEA(数据包络分析)和SFA(随机前沿分析)已被广泛应用于效率评估。然而,在选择输入和输出变量时,似乎存在缺乏客观性的局限性。与此同时,作为韩国最大的港口,虽然已有很多关于釜山港效率的相关研究,但大多数都是建立在整个港口层面的基础上,很少有集装箱码头层面的研究。因此,为了填补这一空白,本文引入PCA(主成分分析)- DEA方法,利用2021年的最新数据对釜山港9个集装箱码头的运营效率进行了研究。PCA-DEA港口(码头)评价方法实用、公正,对港口行业具有特殊的实用价值。将集装箱吞吐量设置为输出,并从土地、设施和劳动力三个范围中确定13个变量作为输入,然后通过PCA最终检测到“No. 1”的三个指标。“堆场转移起重机(RMGC)”、“员工平均工资”和“集装箱货运站(CFS)空间”作为代表上述三个维度的核心输入。然后利用DEA (CCR)和DEA (BCC)模型得到评价结果:“PNIT”、“PNC”和“HJNC”为DEA效率,“HPNT”、“BNCT”、“Jaseongdae”、“Shinseondae”、“Gamman”和“Shin Gamman”均为非DEA效率。此外,为了实现非有效终端的目标效率,本文通过规模回报(Return to Scale, ROS)和输入冗余讨论来确认改进。本研究对港口码头进行了客观的评价,为未来制定提高港口效率和竞争力的策略提供了有用的数据。
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引用次数: 0
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Korean Logistics Research Association
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