Evaluating the relative efficiency of third party logistics companies using data envelopment analysis: A case study in road transportation and warehousing

IF 4.1 2区 工程技术 Q2 BUSINESS Research in Transportation Business and Management Pub Date : 2024-08-13 DOI:10.1016/j.rtbm.2024.101181
Ching-Chiao Yang , Chia-Nan Wang , Thuong-Truyet Ngo
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Abstract

As the backbone of supply chain operations, efficient freight road transportation and warehousing play a crucial role in facilitating business connectivity and ensuring smooth operations. Despite their significance, there remains a gap in understanding the efficiency levels of third-party logistics (3PL) companies in this specific area. To address this gap, this study employs the Data Envelopment Analysis (DEA) model to evaluate the relative efficiency of 3PL companies operating in Vietnam, a country that is positioning logistics as one of the spearhead service industries for the future. Drawing data from practical sources, our analysis encompasses various input and output variables. The findings reveal that 6 out of 13 3PL companies achieved overall efficiency. While many previous studies in this area overlook the slack of both input and output variables, this research conducts a thorough analysis. Through slack variables analysis, inefficient 3PL companies can identify which resources need to be reduced. Furthermore, this research provides valuable insights for policymakers and practitioners seeking to optimize logistics operations and enhance business connectivity in the region. Additionally, it offers actionable recommendations for improving logistics efficiency and delineates future research avenues, thus furnishing practical insights for enhancing the performance of logistics firms in emerging markets like Vietnam.

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利用数据包络分析法评估第三方物流公司的相对效率:公路运输和仓储案例研究
作为供应链运营的支柱,高效的公路货运和仓储在促进业务连接和确保顺利运营方面发挥着至关重要的作用。尽管它们意义重大,但在了解第三方物流(3PL)公司在这一特定领域的效率水平方面仍存在差距。为了弥补这一差距,本研究采用数据包络分析(DEA)模型来评估在越南运营的第三方物流公司的相对效率,越南正将物流业定位为未来的先导服务行业之一。我们从实际来源获取数据,分析了各种投入和产出变量。研究结果表明,13 家第三方物流公司中有 6 家实现了整体效益。以往许多这方面的研究都忽略了输入和输出变量的松弛,而本研究则进行了全面分析。通过对松弛变量的分析,效率低下的第三方物流公司可以确定哪些资源需要减少。此外,本研究还为决策者和从业人员提供了宝贵的见解,帮助他们优化物流运营,提高该地区的商业连通性。此外,它还为提高物流效率提供了可行的建议,并指明了未来的研究方向,从而为提高越南等新兴市场物流公司的绩效提供了实用的见解。
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
7.10
自引率
8.30%
发文量
175
期刊介绍: Research in Transportation Business & Management (RTBM) will publish research on international aspects of transport management such as business strategy, communication, sustainability, finance, human resource management, law, logistics, marketing, franchising, privatisation and commercialisation. Research in Transportation Business & Management welcomes proposals for themed volumes from scholars in management, in relation to all modes of transport. Issues should be cross-disciplinary for one mode or single-disciplinary for all modes. We are keen to receive proposals that combine and integrate theories and concepts that are taken from or can be traced to origins in different disciplines or lessons learned from different modes and approaches to the topic. By facilitating the development of interdisciplinary or intermodal concepts, theories and ideas, and by synthesizing these for the journal''s audience, we seek to contribute to both scholarly advancement of knowledge and the state of managerial practice. Potential volume themes include: -Sustainability and Transportation Management- Transport Management and the Reduction of Transport''s Carbon Footprint- Marketing Transport/Branding Transportation- Benchmarking, Performance Measurement and Best Practices in Transport Operations- Franchising, Concessions and Alternate Governance Mechanisms for Transport Organisations- Logistics and the Integration of Transportation into Freight Supply Chains- Risk Management (or Asset Management or Transportation Finance or ...): Lessons from Multiple Modes- Engaging the Stakeholder in Transportation Governance- Reliability in the Freight Sector
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