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Distribution route optimisation of emergency supplies based on improved grey wolf optimisation algorithm 基于改进灰狼优化算法的应急物资配送路径优化
3区 管理学 Q1 Decision Sciences Pub Date : 2023-11-03 DOI: 10.1080/13675567.2023.2278479
Fei Deng, Yixuan Wei, Yiqiao Liu, Botao Yan, Jinshun Wu, Ying Cui, Song Pan
The trade-off between the timely delivery of emergency supplies and the long distribution path distance can be described as a generalised multiple travelling salesman problem. To solve this problem, the IDGWOA was proposed to minimise the longest distribution path. Taking the data of several lockdown zones in Pudong, Shanghai, as an example, 10 optimal material distribution routes were obtained by simulation. The results showed that the average distribution route distance was about 22.5 km and the longest distribution distance was 26.40 km. The results verified the effectiveness of the proposed algorithm, realising a reasonable guarantee of supply distribution. Finally, four standard travelling salesman problem datasets were used and the results were compared with five other intelligent optimisation algorithms. The results showed that the relative error value index of the improved algorithm was the smallest for the same dataset, indicating that the algorithm achieves the highest accuracy.
应急物资的及时配送与较长的配送路径距离之间的权衡可以描述为一个广义的多旅行商问题。为了解决这一问题,提出了IDGWOA,以最小化最长分配路径。以上海浦东多个封城区数据为例,通过仿真得到10条最优物资配送路线。结果表明:平均配送路线距离约为22.5 km,最长配送距离为26.40 km;结果验证了算法的有效性,实现了合理的供给分配保障。最后,使用四个标准旅行商问题数据集,并将结果与其他五种智能优化算法进行比较。结果表明,在相同的数据集上,改进算法的相对误差值指数最小,表明该算法达到了最高的精度。
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引用次数: 0
The impacts of digital transformation on firm performance in China: the moderating role of supply chain concentration 数字化转型对中国企业绩效的影响:供应链集中度的调节作用
3区 管理学 Q1 Decision Sciences Pub Date : 2023-10-21 DOI: 10.1080/13675567.2023.2272830
Jiani Fan, Lingyan He
ABSTRACTIn the era of Industry 4.0, digital transformation has become a key driver of corporate development. Despite its profound significance, there is a dearth of research examining its underlying influencing mechanisms. To fill this gap, this study investigates the impact of firms’ digital transformation on firm performance and explores the moderating role of supply chain concentration using a sample of Chinese listed firms from 2011 to 2021. Drawing on transaction cost and knowledge-based theories, digital technologies boost efficiency and flexibility, reduce transaction costs, and enable the leveraging of a diverse resource pool, which ultimately leads to improved performance among supply chain participants. The results indicate a positive contribution of digital transformation to firm performance in China. Notably, the relationship is moderated by supply chain concentration, with digital transformation exerting a more significant effect on firm performance in companies with low customer concentration and high supplier concentration.KEYWORDS: Digital transformationsupply chain concentrationcustomer concentrationsupplier concentrationmoderating effects Disclosure statementNo potential conflict of interest was reported by the author(s).Data availability statementThe data that support the findings of this study are openly available in China’s Stock Market and Accounting Research (CSMAR) database at https://www.gtarsc.com.Additional informationFundingThis paper was supported by the Research Project of Zhejiang Federation of Humanities and Social Sciences Circles [grant number 2024B049]. All errors remain the responsibility of the authors.
在工业4.0时代,数字化转型已成为企业发展的关键驱动力。尽管其意义深远,但缺乏对其潜在影响机制的研究。为了填补这一空白,本研究以2011 - 2021年中国上市公司为样本,考察了企业数字化转型对企业绩效的影响,并探讨了供应链集中度的调节作用。利用交易成本和基于知识的理论,数字技术提高了效率和灵活性,降低了交易成本,并能够利用多样化的资源池,最终提高供应链参与者的绩效。结果表明,数字化转型对中国企业绩效有积极的贡献。值得注意的是,供应链集中度对这一关系有调节作用,在客户集中度低、供应商集中度高的企业中,数字化转型对企业绩效的影响更为显著。关键词:数字化转型供应链集中度客户集中度供应商集中度调节效应披露声明作者未报告潜在利益冲突。数据可得性声明支持本研究结果的数据可在中国证券市场与会计研究(CSMAR)数据库中公开获取:https://www.gtarsc.com.Additional information本文由浙江省人文社科界联合会研究项目[批准号2024B049]资助。所有错误由作者负责。
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引用次数: 0
Robust optimization for a dynamic emergency materials supply chain network under major infectious disease epidemics 重大传染病流行下应急物资动态供应链网络的鲁棒优化
3区 管理学 Q1 Decision Sciences Pub Date : 2023-10-19 DOI: 10.1080/13675567.2023.2269101
Shan Qiao, Mingke He, Jing Wang, Jianping Cai, Jie Zheng
ABSTRACTThe COVID-19 outbreak has posed serious challenges to logistics and supply chain management. This study examines how living materials can be provided to a population under quarantine control due to the spread of infectious diseases. First, we present a modified SEIR model for predicting the number of people and materials demanded. Considering the dynamic evolution and other characteristics of infectious diseases, and the resulting demand uncertainty, we develop a robust optimization model for a multi-period dynamic emergency materials supply chain network with the objective of minimising total cost. We then transform it into a solvable robust counterpart model, propose a dynamic adjustment strategy, and cope with it using the Rolling Horizon approach to obtain dynamic location and materials distribution decisions. Finally, we conduct a case study of the Shanghai epidemic in 2022 to verify the feasibility and effectiveness of our model and method.KEYWORDS: Major infectious disease epidemicsmodified SEIR modelemergency materials supply chain networkrobust optimizationuncertain budget adjustmentrolling horizon approach Data availability statementThe data of this study are available upon request from the corresponding author.Disclosure statementNo potential conflict of interest was reported by the author(s).Ethics approvalThis article does not contain any studies with human participants or animals performed by any of the authors.Additional informationFundingThis work was supported by Key program of The National Social Science Fund of China [grant number 20AJY016].
摘要新冠肺炎疫情给物流供应链管理带来了严峻挑战。本研究探讨如何向因传染病传播而受到检疫控制的人口提供生活物资。首先,我们提出了一个改进的SEIR模型来预测人员和材料需求的数量。考虑到传染病的动态演化和其他特征,以及由此产生的需求不确定性,以总成本最小为目标,建立了多周期动态应急物资供应链网络的鲁棒优化模型。然后,我们将其转化为一个可解的鲁棒对应模型,提出一个动态调整策略,并使用滚动地平线方法来处理它,以获得动态位置和材料分配决策。最后,以2022年上海疫情为例,验证了模型和方法的可行性和有效性。关键词:重大传染病流行修正SEIR模型应急物资供应链网络鲁棒优化不确定预算调整滚动地平线法数据可用性声明本研究的数据可应通讯作者要求提供。披露声明作者未报告潜在的利益冲突。伦理批准:本文不包含任何作者进行的人类或动物研究。项目资助:国家社会科学基金重点项目[批准号:20AJY016]。
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引用次数: 0
Supply chain resilience: new challenges and opportunities 供应链弹性:新的挑战和机遇
3区 管理学 Q1 Decision Sciences Pub Date : 2023-10-06 DOI: 10.1080/13675567.2023.2262396
Xiaoran Shi, Weihua Liu, Ming K. Lim
ABSTRACTConsidering the tighter collaboration, increased complexity and ever-wider geographic dispersion in the global supply chain, supply chain uncertainties and risks remain a key managerial challenge to build a resilient supply chain. From this perspective, in this study, a structured literature review on extant studies related to supply chain resilience in the past decade is conducted. Given a general descriptive analysis and an in-depth content analysis in terms of problem-oriented and methodology-driven dimensions, the research progress for building resilient supply chains is depicted. Then, following a ‘why-what-how’ logic, revisiting of the Triple-A (alignment, agility and adaptiveness), Triple-P (product complexity, process complexity and partnership complexity) and Triple-R (readiness, responsiveness and restoration) frameworks are conducted to sort out the challenges and research gaps for the development of supply chain resilience across the globe. Finally, a generalised framework is proposed and research opportunities for future development are discussed.KEYWORDS: Supply chain resilienceSLRTriple-A frameworkTriple-P frameworkTriple-R framework AcknowledgementsThe authors sincerely thank the editor and the anonymous reviewers for their constructive and important comments on the paper. This paper is supported by Major Program of the National Social Science Foundation of China (grant number 22&ZD139)Disclosure statementNo potential conflict of interest was reported by the author(s).Notes1 Dimensions include (1) narrative literature review (NLR), systematic literature review (SLR), model/conceptual framework (CM/CF) and theoretical contribution (TC).Additional informationFundingThis work was supported by Major Program of the National Social Science Foundation of China: [Grant Number 22&ZD139].
摘要考虑到全球供应链的紧密协作、复杂性的增加和地理分布的扩大,供应链的不确定性和风险仍然是构建弹性供应链的关键管理挑战。从这个角度出发,本研究对近十年来现有的供应链弹性相关研究进行了结构化的文献综述。在问题导向和方法驱动的维度上,给出了一般性的描述性分析和深入的内容分析,描述了构建弹性供应链的研究进展。然后,遵循“为什么-什么-如何”的逻辑,重新审视aaa(一致性,敏捷性和适应性),Triple-P(产品复杂性,流程复杂性和伙伴关系复杂性)和Triple-R(准备度,响应性和恢复)框架,以整理全球供应链弹性发展的挑战和研究差距。最后,提出了一个广义框架,并讨论了未来发展的研究机会。关键词:供应链弹性lraaa框架3p框架triple - r框架作者衷心感谢编辑和匿名审稿人对本文提出的建设性和重要的意见。本文受国家社会科学基金重大项目(资助号:22&ZD139)资助。公开声明作者未报告存在潜在利益冲突。注1维度包括(1)叙述性文献综述(NLR)、系统性文献综述(SLR)、模型/概念框架(CM/CF)和理论贡献(TC)。项目资助:国家社会科学基金重大项目[批准号22&ZD139]。
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引用次数: 0
Does customer empathy mediate between the environmental orientation of retail firms and customer purchase intentions? 顾客共情是否在零售企业的环境导向与顾客购买意愿之间起中介作用?
3区 管理学 Q1 Decision Sciences Pub Date : 2023-10-04 DOI: 10.1080/13675567.2023.2264795
Hee-sung Bae, David B. Grant, Ruth Banomyong, Puthipong Julagasigorn
ABSTRACTThis study investigates the mediation effect of customer empathy between theenvironmental orientation of retail firms, and subsequent customer purchasing behaviour towards eco-friendly goods. The empirical study developed conceptual and operational measurement variables from prior research and collected data from retail firm customers in the Republic of Korea. Confirmatory factor analysis was used to verify the reliability and validity of the collected data, and relationships between the variables were analysed using structural equation modelling. Two findings resulted as follows. First, a retail firm’s environmental orientation, manifested by a strategic approach to environmental issues and environmental capabilities, does positively affect customer empathy towards them. Second, positive customer empathy towards a retail firm’s environmental orientation positively affects customer purchasing behaviour towards the retail firm’s eco-friendly goods.KEYWORDS: Environmental orientationcustomer empathypurchasing behaviourretail firmseco-friendly goodsRepublic of Korea Disclosure statementNo potential conflict of interest is reported by the authors.Data availability statementDue to the nature of this research, participants of this study did not agree for their data to be shared publicly, so supporting data are not available.Ethics approvalApproval received from Kyonggi University, Republic of Korea.
摘要本研究探讨消费者共情在零售企业环境导向与消费者后续环保商品购买行为之间的中介作用。实证研究从先前的研究中开发了概念和操作测量变量,并收集了韩国零售公司客户的数据。验证性因子分析用于验证所收集数据的信度和效度,并使用结构方程模型分析变量之间的关系。结果如下:首先,零售公司的环境取向,表现为对环境问题和环境能力的战略方法,确实会积极影响顾客对他们的同理心。其次,消费者对零售企业环境导向的积极同理心会积极影响消费者对零售企业环保产品的购买行为。关键词:环境取向、顾客共情、购买行为、零售企业、环境友好型商品、韩国披露声明作者未报告潜在的利益冲突。数据可用性声明由于本研究的性质,本研究的参与者不同意公开分享他们的数据,因此无法获得支持数据。伦理批准获得韩国京畿大学的批准。
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引用次数: 0
Comprehensive analysis of sustainable logistics and supply chain based on bibliometrics: overview, trends, challenges, and opportunities 基于文献计量学的可持续物流和供应链综合分析:概述、趋势、挑战和机遇
IF 6.6 3区 管理学 Q1 Decision Sciences Pub Date : 2023-10-03 DOI: 10.1080/13675567.2022.2052823
Jianxin Wang, M. Lim, Chao Wang, M. Tseng
ABSTRACT Since the beginning of the twentieth century, the concept of sustainable logistics and supply chain management (SL&SCM) started gaining popularity in academia, more than 5000 publications have been published in the last 30 years. This study aims to review the literature in SL&SCM published from 1994–2019 and present insights and directions for future research. First, this study selects 2809 publications from WoS and Scopus databases, presents a bibliometric overview of SL&SCM. Second, this study presents a visual collaboration network based on VOSviewer® and Bibliometric®. Finally, this study shows visual thematic trends, challenges, and opportunities. The limitations of this paper are also summarised. Research results show that the mainstream studies mainly focus on the case studies, green practices, green performance, optimisation, and carbon footprint. In addition, the thematic evolution of keywords shows that sustainability and supply chain issues have become basic themes in the field of SL&SCM research in recent years.
摘要自20世纪初以来,可持续物流和供应链管理的概念开始在学术界流行起来,在过去的30年里,已经出版了5000多份出版物。本研究旨在回顾1994年至2019年发表的SL和SCM文献,并为未来的研究提供见解和方向。首先,本研究从WoS和Scopus数据库中选择了2809篇出版物,对SL和SCM进行了文献计量学综述。其次,本研究提出了一个基于VOSviewer®和Bibliometric®的视觉协作网络。最后,本研究展示了视觉主题趋势、挑战和机遇。并对本文的局限性进行了总结。研究结果表明,主流研究主要集中在案例研究、绿色实践、绿色绩效、优化和碳足迹方面。此外,关键词的主题演变表明,可持续性和供应链问题已成为近年来SL和SCM研究领域的基本主题。
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引用次数: 3
Big data utilisation and its effect on supply chain resilience in Emirati companies 大数据利用率及其对阿联酋公司供应链弹性的影响
IF 6.6 3区 管理学 Q1 Decision Sciences Pub Date : 2023-10-03 DOI: 10.1080/13675567.2022.2052825
Ioannis Manikas, B. Sundarakani, Mohamed Shehabeldin
ABSTRACT This study investigates the impact of the effects of big data analytics on supply chain resilience. The Big Data Analytics (BDA) expertise of management and personnel, as well as the Supply Chain (SC) resilience dimensions of preparedness and agility are considered in this research. This study tests five main hypotheses using data obtained from an empirical survey collected from 128 Emirati companies, which were analysed through the partial least square method of structural equation modelling (PLS-SEM) using SmartPLS 3.2. The measurement model created was reflective and contained a total of 31 construct indicators. The results showed that the construct of ‘big data analytics capability of planning' as demonstrated by expertise of Emirati companies in the UAE management has a significantly positive influence on SC preparedness. In addition, SC preparedness has a direct, positive influence on SC agility which are preparedness for the companies towards digital transformation initiative in the UAE. The study will be helpful for the logistics industry of the UAE and worldwide to understand the need and importance of the BDA aspects and related capability planning for business resilience at times of such global pandemic.
摘要本研究调查了大数据分析对供应链弹性的影响。本研究考虑了管理层和人员的大数据分析(BDA)专业知识,以及供应链(SC)准备和灵活性的弹性维度。本研究使用从128家阿联酋公司收集的实证调查数据测试了五个主要假设,这些数据通过结构方程建模的偏最小二乘法(PLS-SEM)使用SmartPLS 3.2进行分析。创建的测量模型具有反映性,共包含31个结构指标。结果表明,阿联酋公司在阿联酋管理层的专业知识所表明的“规划的大数据分析能力”的构建对供应链准备工作有着显著的积极影响。此外,供应链准备工作对供应链敏捷性有着直接、积极的影响,这是公司为阿联酋数字化转型计划做好的准备。这项研究将有助于阿联酋和世界各地的物流业了解BDA方面的需求和重要性,以及在此类全球疫情期间为业务恢复力进行相关能力规划。
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引用次数: 11
Considering the city context in weighting sustainability criteria for last-mile logistics solutions 考虑最后一英里物流解决方案的可持续性标准权重的城市背景
3区 管理学 Q1 Decision Sciences Pub Date : 2023-10-03 DOI: 10.1080/13675567.2023.2264788
Juan Nicolas Gonzalez, Natalia Sobrino, Jose Manuel Vassallo
Last-mile Logistics (LML) solutions in cities have become a priority due to the increasing demand for products, changes in population consumption, ai r quality challenges, population pressure, and economic downturns. There are many solutions to achieve a sustainable LML, as it depends on the characteristics and goals of each city. This study develops a weighting framework incorporating expert judgments and the contextual urban environment to identify the key criteria when evaluating sustainable LML solutions. The framework is applied in six European cities to examine how the sensitivity of the urban context influences the weights assigned to these criteria. By analysing the variations in weights, the study aims to understand the impact of contextual factors on the importance of different aspects of LML. We found that social and environmental sustainability are essential criteria. The urban context significantly influences the sustainability of different solutions, as each city has its own priorities and challenges. The methodology defined in this paper may contribute to helping policymakers to promote sustainable LML.
由于对产品需求的增加、人口消费的变化、人工智能质量挑战、人口压力和经济衰退,城市中的最后一英里物流(LML)解决方案已经成为一个优先事项。有许多解决方案可以实现可持续的LML,因为它取决于每个城市的特点和目标。本研究开发了一个加权框架,结合专家判断和背景城市环境,以确定评估可持续LML解决方案时的关键标准。该框架应用于六个欧洲城市,以检查城市环境的敏感性如何影响分配给这些标准的权重。通过分析权重的变化,本研究旨在了解语境因素对语言学习不同方面重要性的影响。我们发现社会和环境的可持续性是必不可少的标准。城市环境对不同解决方案的可持续性影响很大,因为每个城市都有自己的优先事项和挑战。本文所定义的方法可能有助于帮助决策者促进可持续的LML。
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引用次数: 0
How does digital transformation affect organisational sustainable performance: the mediating roles of supply chain agility and integration 数字化转型如何影响组织的可持续绩效:供应链敏捷性和整合的中介作用
3区 管理学 Q1 Decision Sciences Pub Date : 2023-10-03 DOI: 10.1080/13675567.2023.2257139
Jiajia Meng, Zhiling Hao, Jialu Yang, Yushan Hong
ABSTRACTThis study investigates the effect of digital transformation on sustainable performance in the volatility, uncertainty, complexity and ambiguity (VUCA) era. Survey data from China is used to test the mediating role of supply chain agility and integration as well as the moderating effect of perceived business force. The findings reveal that supply chain agility mediates the effects of digital transformation on economic and social performance, particularly under high level of perceived business force. However, no significant effect on environmental performance is observed. Additionally, supply chain integration acts as a mediator for the effects of digital transformation on economic, social and environmental performance, furthermore, the moderated mediation effects of perceived business force are supported. This study elusidates how digitalisation influences organisational sustainable performance through supply chain capabilities and highlights the crucial role of digital supply chain in the VUCA era. It provides theoretical and practical implications for achieving sustainable development.KEYWORDS: Digital transformationsupply chain agilitysupply chain integrationsustainable performanceperceived business force Disclosure statementNo potential conflict of interest was reported by the author(s).Data availability statementThe datasets used during the current study can be provided on reasonable request.
摘要本研究探讨了波动性、不确定性、复杂性和模糊性(VUCA)时代数字化转型对可持续绩效的影响。采用中国调查数据检验供应链敏捷性和整合的中介作用以及感知商业力量的调节作用。研究结果表明,供应链敏捷性介导了数字化转型对经济和社会绩效的影响,特别是在高水平的感知商业力量下。然而,没有观察到对环境绩效的显著影响。此外,供应链整合在数字化转型对经济、社会和环境绩效的影响中起中介作用,并且支持感知商业力量的调节中介作用。本研究阐明了数字化如何通过供应链能力影响组织的可持续绩效,并强调了数字化供应链在VUCA时代的关键作用。它为实现可持续发展提供了理论和实践意义。关键词:数字化转型、供应链敏捷性、供应链整合、可持续绩效、感知业务力量披露声明作者未报告潜在利益冲突。数据可用性声明当前研究中使用的数据集可以根据合理的要求提供。
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引用次数: 1
The impact of anticipation of new technologies on operational and environmental performance: a strategy-structure-capabilities-performance perspective 新技术预期对运营和环境绩效的影响:战略-结构-能力-绩效视角
3区 管理学 Q1 Decision Sciences Pub Date : 2023-09-27 DOI: 10.1080/13675567.2023.2260312
Hao Zheng, Jing Dai, Boying Li, Yongyi Shou
ABSTRACTIn today’s volatile, uncertain, complex, and ambiguous environment, it is crucial for management to determine how to develop and maintain highly operational, sustainable organisations amid digitalisation. Digitalisation creates conditions for the emergence of new technologies, leading to heightened anticipation in this dynamic setting. However, their effects on firm performance are inconsistent. This study adopts the ‘Strategy-Structure-Capabilities-Performance’ framework to investigate how firms align the anticipation of new technologies (strategy), horizontal integration (structure), and agility (capability) to achieve remarkable operational and environmental performance. Data from a high-performance manufacturing database was used to identify 195 firms across 15 countries. The proposed model was assessed through regression and structural equation modelling. The findings imply that: (1) anticipation of new technologies contributes to the development of agility, (2) this anticipation, when aligned with horizontal integration, further enhances agility, and (3) increased agility can significantly improve both operational and environmental performance.KEYWORDS: Anticipation of new technologieshorizontal integrationagilitystrategy structure capabilities performance perspectivesustainabilityhigh performance manufacturing Data availability statementData are available on request from the authors.Disclosure statementNo potential conflict of interest was reported by the authors.
在当今多变、不确定、复杂和模糊的环境中,管理层决定如何在数字化中发展和维持高度可操作性、可持续发展的组织是至关重要的。数字化为新技术的出现创造了条件,从而提高了对这一动态环境的预期。然而,它们对企业绩效的影响是不一致的。本研究采用“战略-结构-能力-绩效”框架来研究企业如何将新技术(战略)、横向整合(结构)和敏捷性(能力)的预期结合起来,以实现卓越的运营和环境绩效。来自高性能制造数据库的数据用于确定15个国家的195家公司。通过回归和结构方程模型对所提出的模型进行评估。研究结果表明:(1)对新技术的预期有助于敏捷性的发展;(2)当这种预期与横向集成相结合时,进一步增强了敏捷性;(3)增加的敏捷性可以显著提高运营绩效和环境绩效。关键词:新技术预测、横向集成、敏捷性、战略结构、能力、绩效视角、可持续性、高性能制造数据可用性声明数据可根据作者的要求提供。披露声明作者未报告潜在的利益冲突。
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引用次数: 0
期刊
International Journal of Logistics Research and Applications
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