Cleaner Logistics and Supply Chain最新文献

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Biospheric values and green supply chain management: The mediating effects of generative concern and environmental attitude with moderation by generative leadership 生物圈价值与绿色供应链管理:生生性关注与环境态度的中介作用,并受生生性领导的调节
IF 6.8
Cleaner Logistics and Supply Chain Pub Date : 2026-09-01 Epub Date: 2026-08-28 DOI: 10.1016/j.clscn.2026.100366
Muhammad Kamran, Jingxiao Zhang, Waqar Ahmad, Martin Skitmore
{"title":"Biospheric values and green supply chain management: The mediating effects of generative concern and environmental attitude with moderation by generative leadership","authors":"Muhammad Kamran,&nbsp;Jingxiao Zhang,&nbsp;Waqar Ahmad,&nbsp;Martin Skitmore","doi":"10.1016/j.clscn.2026.100366","DOIUrl":"10.1016/j.clscn.2026.100366","url":null,"abstract":"<div><div>Recently, Green Supply Chain Management (GSCM) has gained recognition as a strategic response to sustainability challenges, yet its application in the public sector of developing country is limited. To address this gap, the purpose is to investigate the direct role of biospheric values on GSCM and indirectly through generative concerns and environmental attitude. Moreover, the study examines the moderating role of generative leadership on these relationships. Based on the natural resource-based view (NRBV) theory, a theoretical framework is developed. A survey approach was adopted to collect 251 responses from employees working in public sector departments in Pakistan Hazara division. The Partial Least Squares Structural Equation Modeling (PLS-SEM) affirmed that biospheric values positively promote GSCM. Moreover, generative concern and environmental attitude play a mediating role between biospheric values and GSCM. Furthermore, generative leadership significantly moderates the relationship between biospheric values and GSCM, generative concerns, and environmental attitude. The study contributes to theory by extending NRBV to public sector sustainability practices and by highlighting generative concern and environmental attitude as critical mediators. It also establishes generative leadership as a key contextual enhancer. Practically, the findings suggest that embedding pro-environmental values and generative leadership can help public organizations to implement waste-reduction, sustainable supply chain and resource-efficiency strategies.</div></div>","PeriodicalId":100253,"journal":{"name":"Cleaner Logistics and Supply Chain","volume":"20 ","pages":"Article 100366"},"PeriodicalIF":6.8,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148934439","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Transforming mining equipment sustainable distribution 5.0 by adopting a human-centric focus: A perspective from a complex adaptive systems theory 以人为中心的采矿设备可持续分配5.0——基于复杂适应系统理论的视角
IF 6.8
Cleaner Logistics and Supply Chain Pub Date : 2026-09-01 Epub Date: 2026-08-24 DOI: 10.1016/j.clscn.2026.100361
Victor Paz, Alejandra Pajuelo, Rajkumar Verma, Edgar Ramos, Donovan Fuqua
{"title":"Transforming mining equipment sustainable distribution 5.0 by adopting a human-centric focus: A perspective from a complex adaptive systems theory","authors":"Victor Paz,&nbsp;Alejandra Pajuelo,&nbsp;Rajkumar Verma,&nbsp;Edgar Ramos,&nbsp;Donovan Fuqua","doi":"10.1016/j.clscn.2026.100361","DOIUrl":"10.1016/j.clscn.2026.100361","url":null,"abstract":"<div><div>The transition to sustainable Mining Equipment Distribution 5.0 requires the strategic integration of Supply Chain 5.0 (SC 5.0), human-centric design, and sustainable environmental management to enhance operational performance. This study examines how adopting a human-centric approach within SC 5.0, incorporating technologies such as Machine Learning (ML) and Artificial Intelligence (AI), can optimize the distribution of mining equipment while addressing environmental concerns and fostering sustainable practices. Grounded in Complex Adaptive Systems (CAS) theory, this research conceptualizes mining equipment distribution as a socio-technical system characterized by dynamic interactions among technological, human, and environmental agents. This study employs a hybrid methodology based on CAS theory, integrating the Interval-Valued Pythagorean Fuzzy Analytic Hierarchy Process (IVPF-AHP) and the Interval-Valued Pythagorean Fuzzy Decision-Making Trial and Evaluation Laboratory (IVPF-DEMATEL). This hybrid fuzzy multi-criteria decision-making (MCDM) framework enables the modeling of uncertainty, interdependencies, and feedback loops among decision criteria inherent in mining distribution networks, while supporting causal analysis and prioritization. IVPF-AHP is employed to rank critical enablers across human-centric design, sustainability, and Distribution 5.0 dimensions, whereas IVPF-DEMATEL identifies causal relationships and influence intensity among these enablers. This method captures participants' interdependencies and dynamic behaviors within the mining equipment distribution ecosystem and identifies critical elements that influence efficiency and sustainability. The findings underscore the importance of digitalization, automation, ML, AI, eco-friendly logistics, and adaptive, sustainable supply chain strategies in optimizing the distribution of mining equipment. The results further reveal strong causal linkages between human-centric capabilities and technological adoption, reinforcing the relevance of CAS theory within the Industry 5.0 paradigm in emerging economy contexts.</div></div>","PeriodicalId":100253,"journal":{"name":"Cleaner Logistics and Supply Chain","volume":"20 ","pages":"Article 100361"},"PeriodicalIF":6.8,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148854146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Digital buyer exposure and supplier commitment in the global south: A field experiment on the role of racial dynamics 全球南方的数字买家曝光和供应商承诺:种族动态作用的实地实验
IF 6.8
Cleaner Logistics and Supply Chain Pub Date : 2026-09-01 Epub Date: 2026-08-24 DOI: 10.1016/j.clscn.2026.100363
Jan Vang, Seyed Pendar Toufighi, Iman Ghasemian Sahebi, Helene Balslev Clausen, Idongesit Williams
{"title":"Digital buyer exposure and supplier commitment in the global south: A field experiment on the role of racial dynamics","authors":"Jan Vang,&nbsp;Seyed Pendar Toufighi,&nbsp;Iman Ghasemian Sahebi,&nbsp;Helene Balslev Clausen,&nbsp;Idongesit Williams","doi":"10.1016/j.clscn.2026.100363","DOIUrl":"10.1016/j.clscn.2026.100363","url":null,"abstract":"<div><div>Through a controlled field experiment in Uganda, this study investigates the impact of digital buyer exposure on smallholder farmers' commitment to selling coffee flowers in the context of socially responsible global supply chains. It addresses how digital buyer exposure influences supplier commitment and whether racial dynamics moderate this relationship. Working from the assumption that the suppliers' commitment is critical to improving their livelihood, the paper contributes to how racial concerns can be mitigated in global socially responsible supply chains; this is an ignored field in SCM. By comparing farmers exposed to a buyer video with those in a control group, the experiment uses randomization and addresses confounding factors, such as the Hawthorne effect and parallel trends, to ensure the robustness of its findings. Findings reveal that digital buyer exposure significantly increases farmers' willingness to commit, while racial dynamics play a smaller but notable role in shaping initial perceptions. However, these dynamics do not significantly diminish the positive impact of digital exposure. This suggests that digital tools effectively foster early-stage supplier commitment and relational alignment between buyers and suppliers in regions where direct interactions are limited and where distrust between buyers and suppliers constrains suppliers' opportunities to leverage the potential advantages of becoming integrated into socially responsible supply chains. The study thereby contributes to the existing literature by demonstrating the potential of digital technology to strengthen supplier commitment and mitigate the negative effects of racial dynamics.</div></div>","PeriodicalId":100253,"journal":{"name":"Cleaner Logistics and Supply Chain","volume":"20 ","pages":"Article 100363"},"PeriodicalIF":6.8,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148854145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing consumer adoption of smart lockers for sustainable e-commerce delivery 评估消费者对智能储物柜的采用情况,以实现可持续的电子商务交付
IF 6.8
Cleaner Logistics and Supply Chain Pub Date : 2026-09-01 Epub Date: 2026-08-22 DOI: 10.1016/j.clscn.2026.100362
Chi-Chang Lin, Zaili Yang, Chia-Hsun Chang
{"title":"Assessing consumer adoption of smart lockers for sustainable e-commerce delivery","authors":"Chi-Chang Lin,&nbsp;Zaili Yang,&nbsp;Chia-Hsun Chang","doi":"10.1016/j.clscn.2026.100362","DOIUrl":"10.1016/j.clscn.2026.100362","url":null,"abstract":"<div><div>The growth of e-commerce has intensified last-mile delivery challenges, including failed deliveries, repeated delivery attempts, and fragmented parcel flows. Smart parcel lockers offer a flexible delivery alternative that may facilitate parcel consolidation and reduce failed delivery attempts when supported by sustained consumer use and appropriate service conditions. This study applies the Decomposed Theory of Planned Behavior (DTPB) to examine continued smart locker usage intention among 316 experienced consumers in Taiwan. Data were analyzed using confirmatory factor analysis and structural equation modeling. The results show that perceived usefulness, perceived ease of use, and compatibility positively influence attitude, with compatibility exerting the strongest effect. Peer and platform influence strengthen subjective norms, while self-efficacy and contextual conditions enhance perceived behavioral control. Attitude, subjective norms, and perceived behavioral control all positively affect continued usage intention. The study provides a contextual application of DTPB to a technology-enabled parcel-delivery service and highlights the importance of service fit, social influence, user confidence, and facilitating conditions. The findings identify behavioral conditions that may support wider locker utilization and more coordinated last-mile delivery, while the associated operational and environmental outcomes remain dependent on actual usage and service implementation.</div></div>","PeriodicalId":100253,"journal":{"name":"Cleaner Logistics and Supply Chain","volume":"20 ","pages":"Article 100362"},"PeriodicalIF":6.8,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148854144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Recent developments in primary copper supply in the United States 美国原铜供应的最新发展
IF 6.8
Cleaner Logistics and Supply Chain Pub Date : 2026-06-01 Epub Date: 2026-05-27 DOI: 10.1016/j.clscn.2026.100343
Hanna Breunig
{"title":"Recent developments in primary copper supply in the United States","authors":"Hanna Breunig","doi":"10.1016/j.clscn.2026.100343","DOIUrl":"10.1016/j.clscn.2026.100343","url":null,"abstract":"<div><div>Demand for copper is expected to increase in the United States as energy infrastructure expands to accommodate data centers, new electricity generation, and electric vehicles. While scaling-up recycling of copper is important for meeting domestic demand, a number of active and emerging copper producers have announced new activities for expanding primary copper production. Generalized market and facility-level models representing mine energy and materials flows have been developed, but the potential future portfolio of mining supply is diverse and requires further characterization to support planning for supply chains and technology deployment. Herein, we present a dataset of mine projects, providing estimates of copper productivity by technology pathway. We review diesel, electricity, water, and tailing waste generation factors reported in literature and used in life-cycle assessment databases, highlighting inconsistencies and gaps where values do not represent primary production of copper in the United States, now and in the future. Using data reported between 2021 and 2026, we estimate 0.9 and 1.6 million tonnes/year of cathode-grade copper production from active and proposed mine projects, respectively. By gathering data from technical reports, we were able to reproduce domestic production reported most recently by the US Geological Survey. We find 21% of new Cu production is explicitly from leaching processes that avoid sending concentrate to offshore smelters. Our findings suggest limits to domestic smelter capacity will be a bottleneck for new projects generating conventional sulphide ore copper concentrate. Partnerships between mines and providers of key resources such as water, fuel, and electricity could have far reaching effects as copper mining expands beyond the Southwest where it holds an established industrial presence.</div></div>","PeriodicalId":100253,"journal":{"name":"Cleaner Logistics and Supply Chain","volume":"19 ","pages":"Article 100343"},"PeriodicalIF":6.8,"publicationDate":"2026-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148178502","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Smart packaging as a digital enabler for circularity in sustainable supply chains 智能包装作为可持续供应链循环的数字化推动者
IF 6.8
Cleaner Logistics and Supply Chain Pub Date : 2026-03-01 Epub Date: 2026-01-27 DOI: 10.1016/j.clscn.2026.100299
Małgorzata Fiałkowska-Filipek , Justina Karpavičė , Promporn Wangwacharakul
{"title":"Smart packaging as a digital enabler for circularity in sustainable supply chains","authors":"Małgorzata Fiałkowska-Filipek ,&nbsp;Justina Karpavičė ,&nbsp;Promporn Wangwacharakul","doi":"10.1016/j.clscn.2026.100299","DOIUrl":"10.1016/j.clscn.2026.100299","url":null,"abstract":"<div><div>Transitioning from linear to circular packaging is critical for sustainable supply chains yet faces significant implementation challenges. This study investigates how Smart Packaging (SP) acts as a digital enabler to overcome these challenges and support the circular economy (CE) transition. Adopting an embedded case study approach, the research synthesizes empirical data from six Scandinavian manufacturers with expert insights from SP technology providers. The analysis identifies six core challenges hindering the adoption of circular packaging: material innovation resistance, supply chain redesign and complexity, financial uncertainties and cost implications of change, regulatory fragmentation and uncertainty, consumer resistance and behavior, and fragmented collaboration and stakeholder misalignment. The findings demonstrate that SP technologies address these hurdles by transforming packaging from passive containers into active and connected data interfaces. Specifically, SP facilitates the transition by enhancing end-to-end traceability, enabling data-driven compliance with emerging regulations, and facilitating information sharing between stakeholders. The study concludes that successful CE transition cannot rely on material innovation alone; it requires a parallel digital infrastructure and managerial systemic change. By reframing packaging as a dynamic boundary object, this research highlights how SP resolves trade-offs between logistics efficiency and circularity. Practically, SP is positioned as a strategic asset for regulatory resilience and compliance with mandates.</div></div>","PeriodicalId":100253,"journal":{"name":"Cleaner Logistics and Supply Chain","volume":"18 ","pages":"Article 100299"},"PeriodicalIF":6.8,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146077808","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
From transaction to partnership: Relational commitment as a moderator of collaborative interaction and SME supply chain resilience 从交易到伙伴关系:关系承诺对协同互动和中小企业供应链弹性的调节作用
IF 6.8
Cleaner Logistics and Supply Chain Pub Date : 2026-03-01 Epub Date: 2026-02-19 DOI: 10.1016/j.clscn.2026.100303
Julien Bazile, Said Toumi, Zhan Su
{"title":"From transaction to partnership: Relational commitment as a moderator of collaborative interaction and SME supply chain resilience","authors":"Julien Bazile,&nbsp;Said Toumi,&nbsp;Zhan Su","doi":"10.1016/j.clscn.2026.100303","DOIUrl":"10.1016/j.clscn.2026.100303","url":null,"abstract":"<div><div>This article explores the conditions under which collaborative interaction (CI) enhances the supply chain resilience (SCR) of small and medium-sized enterprises (SMEs) in the context of systemic crises. Drawing on a survey of 150 Canadian manufacturing SMEs and using structural equation modelling (PLS-SEM), the study investigates the moderating role of relational commitment in the relationship between CI and SCR. CI is conceptualized through three dimensions—communication, cooperation, and integration—while relational commitment includes structural relational investment, transcendence of individual interests, and shared values.</div><div>Results show that communication and integration have significant positive effects on SCR, whereas cooperation does not. These findings suggest that in environments marked by uncertainty and limited resources, operational and informational mechanisms matter more than cooperative intent alone. The study also finds differentiated moderating effects depending on the form of relational commitment. Some relational configurations reinforce the impact of CI on SCR, whereas others inhibit it.</div><div>This research contributes to the literature by demonstrating that SCR in SMEs is not only a function of collaborative capabilities, but also of how these capabilities interact with deeper relational conditions to enable both SCR and sustainability. It challenges the assumption that CI is inherently beneficial, highlighting instead the contingent value of social capital. The article extends dynamic capabilities theory by introducing a relational perspective more attuned to SMEs’ structural vulnerabilities and the complexity of managing partnerships under systemic crisis.</div></div>","PeriodicalId":100253,"journal":{"name":"Cleaner Logistics and Supply Chain","volume":"18 ","pages":"Article 100303"},"PeriodicalIF":6.8,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147395754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Developing a framework of key performance indicators for Dhaka Metropolitan’s vegetable supply chain: a digitalization approach to sustainability 为达卡大都会蔬菜供应链制定关键绩效指标框架:可持续发展的数字化方法
IF 6.8
Cleaner Logistics and Supply Chain Pub Date : 2026-03-01 Epub Date: 2025-12-26 DOI: 10.1016/j.clscn.2025.100293
Muhommad Azizur Rahman , Md. Zahidul Anam , Md. Shahnewaz Bhuiyan , Mozammel Mia , Nusrat Hafiz , Ibnat Tasrin
{"title":"Developing a framework of key performance indicators for Dhaka Metropolitan’s vegetable supply chain: a digitalization approach to sustainability","authors":"Muhommad Azizur Rahman ,&nbsp;Md. Zahidul Anam ,&nbsp;Md. Shahnewaz Bhuiyan ,&nbsp;Mozammel Mia ,&nbsp;Nusrat Hafiz ,&nbsp;Ibnat Tasrin","doi":"10.1016/j.clscn.2025.100293","DOIUrl":"10.1016/j.clscn.2025.100293","url":null,"abstract":"<div><div>The vegetable supply chain (VSC) in the Dhaka Metropolitan Area (DMA), an urban center of an emerging economy Bangladesh, faces challenges related to sustainability, efficiency, and digitalization. This study aims to develop a comprehensive framework of Key Performance Indicators (KPIs) to evaluate and improve the performance of the VSC from the perspective of digitalization-driven sustainability. Using a triangulation approach that includes a field survey among VSC stakeholders, literature review with expert validation, and an analysis of the regulatory policies, 19 critical KPIs were identified. Subsequently, the study applied Interpretive Structural Modeling (ISM), a multi-criteria decision making (MCDM) tool, to explore the interdependence among the KPIs and develop a hierarchical framework. Furthermore, the Matrice d’Impacts Croisés-Multiplication Appliquée et Classement (MICMAC) analysis categorized the KPIs into four groups based on their driving and dependence power. The results show that inter-organizational partnerships, followed by energy efficiency in logistics, compliance with food safety regulations, supply chain digital literacy, and transportation effectiveness, are the most significant KPIs driving the overall framework toward achieving environmental, economic, and social sustainability simultaneously. The findings further suggest that digital transformation (DT) can significantly enhance the performance of the developed KPI framework by increasing transparency, reducing waste, and promoting collaboration among stakeholders. This study provides policymakers, industry stakeholders, and researchers with a structured approach to leveraging digitalization for an efficient and resilient VSC in the Dhaka Metropolitan area.</div></div>","PeriodicalId":100253,"journal":{"name":"Cleaner Logistics and Supply Chain","volume":"18 ","pages":"Article 100293"},"PeriodicalIF":6.8,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147396433","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Conceptualizing sustainable leadership for the future of supply chains 概念化可持续领导的未来供应链
IF 6.8
Cleaner Logistics and Supply Chain Pub Date : 2026-03-01 Epub Date: 2026-02-10 DOI: 10.1016/j.clscn.2026.100301
Melissa Demartini , Devika Kannan
{"title":"Conceptualizing sustainable leadership for the future of supply chains","authors":"Melissa Demartini ,&nbsp;Devika Kannan","doi":"10.1016/j.clscn.2026.100301","DOIUrl":"10.1016/j.clscn.2026.100301","url":null,"abstract":"<div><div>Sustainable leadership is a management approach that embraces environmental, social and financial aspects into decision making and focuses on long term perspective. This study explores sustainable leadership within the context of sustainable supply chains, which is a novel and infant field of research. Sustainable supply chains aim at minimizing environmental and social impacts while maintaining economic viability across all tiers of the network. Therefore, to improve the understanding of this field, a framework based on eight core elements is conceptualized to support scholars approaching and studying this topic. A qualitative literature review is performed to analyze the current state of research and develop the framework. The study also provides insight and key elements to shape sustainable leadership for supply chains by analyzing managerial levers and contextual factors. Finally, future research directions are presented, these include theoretical and methodological opportunities as well as emerging thematic area to guide scholars approaching this field.</div></div>","PeriodicalId":100253,"journal":{"name":"Cleaner Logistics and Supply Chain","volume":"18 ","pages":"Article 100301"},"PeriodicalIF":6.8,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147396434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Driving the circular economy: How artificial intelligence could empower transportation and logistics companies to lead the transition 推动循环经济:人工智能如何让运输和物流公司引领转型
IF 6.8
Cleaner Logistics and Supply Chain Pub Date : 2026-03-01 Epub Date: 2026-02-01 DOI: 10.1016/j.clscn.2026.100300
Alinda Kokkinou , Ondrej Mitas
{"title":"Driving the circular economy: How artificial intelligence could empower transportation and logistics companies to lead the transition","authors":"Alinda Kokkinou ,&nbsp;Ondrej Mitas","doi":"10.1016/j.clscn.2026.100300","DOIUrl":"10.1016/j.clscn.2026.100300","url":null,"abstract":"<div><h3>Purpose</h3><div>Artificial Intelligence (AI) has great potential to contribute to the operational, environmental, and social performance of supply chains. The purpose of this study is to examine the implications of AI adoption and implementation for the supply chains of logistics-intensive companies, with the aim of stimulating discussion on the future of transportation and logistics.</div></div><div><h3>Design/methodology/approach</h3><div>A systematic review of the literature, following the PRISMA protocol, was conducted to identify AI applications in supply chains. A distinction was made between logistics-intensive companies for which transportation and logistics are a supporting function, and transportation and logistics companies for which this is their main business model. We extrapolated from the existing literature to identify opportunities for digital transformation for transportation and logistics companies.</div></div><div><h3>Findings</h3><div>Of the 244 studies retained for analysis, the majority were review studies or focused on developing Machine Learning algorithms and models. The few articles documenting AI applications in supply chains focused on digitalization, neglecting opportunities for digital transformation. The study argues that the adoption of AI has the potential to negatively impact the current business model of transportation and logistics companies by (1) reducing the need for transportation and warehousing activities, and (2) increasing competition from other logistics-intensive companies that use AI to develop the capabilities to insource their transportation, warehousing, and other logistic activities.</div></div><div><h3>Originality</h3><div>The study illustrates how AI could create opportunities for digital transformation in transportation and logistics companies, enabling them to become orchestrators of the circular transition, and proposes a corresponding agenda for future research.</div></div>","PeriodicalId":100253,"journal":{"name":"Cleaner Logistics and Supply Chain","volume":"18 ","pages":"Article 100300"},"PeriodicalIF":6.8,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147395756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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