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Most Cited

  • Article
  • Open Access
122 Citations
31,806 Views
16 Pages

Background: In the current global market, supply chains are increasingly complex, necessitating agile and sustainable management strategies. Traditional analytical methods often fall short in addressing these challenges, creating a need for more adva...

  • Opinion
  • Open Access
64 Citations
15,427 Views
9 Pages

Background: ChatGPT has been largely discussed since it was launched in November 2022. Problem statement: the main approaches of ChatGPT in the recent and scarce literature are more focused on the impacts for general use, applied sciences and educati...

  • Systematic Review
  • Open Access
63 Citations
37,737 Views
40 Pages

13 September 2023

Background: the advent of Industry 4.0 (I4.0) innovations has revolutionized supply chain management through technologies like the Internet of Things (IoT) and Artificial Intelligence (AI) integrated into procurement processes. Methods: this study ad...

  • Article
  • Open Access
63 Citations
15,274 Views
17 Pages

Green Supply Chain Management: The Effect of Procurement Sustainability on Reverse Logistics

  • Nataliia Letunovska,
  • Felix Amoako Offei,
  • Prince Amoh Junior,
  • Oleksii Lyulyov,
  • Tetyana Pimonenko and
  • Aleksy Kwilinski

Background: Sustainable procurement is about considering social and environmental factors alongside financial factors in making procurement decisions and purchasing goods and services that take into account the social, economic, and environmental imp...

  • Article
  • Open Access
55 Citations
31,597 Views
26 Pages

6 November 2024

Background: Amid growing global uncertainty and increasingly complex disruptions, the ability of supply chains to rapidly adapt and recover is critical. The incorporation of artificial intelligence (AI) into supply chain management represents a trans...

  • Article
  • Open Access
49 Citations
15,312 Views
32 Pages

Do We Perform Systematic Literature Review Right? A Scientific Mapping and Methodological Assessment

  • Mathew Azarian,
  • Hao Yu,
  • Asmamaw Tadege Shiferaw and
  • Tor Kristian Stevik

27 November 2023

Background: Systematic literature review (SLR) is increasingly utilized to maximize the element of rigor and minimize the individual bias of research synthesis. An analysis of the Web of Science (WoS) database indicates that 90% of the literature rev...

  • Article
  • Open Access
38 Citations
19,295 Views
29 Pages

Background: This publication presents a review, multiple criteria optimization models, and a practical example pertaining to the integration of automated smart locker systems, capillary distribution networks, crowdshipping, last-mile delivery and sup...

  • Review
  • Open Access
37 Citations
18,300 Views
17 Pages

3 November 2023

Background: in recent years, automation has emerged as a hot topic, showcasing its capacity to perform tasks independently, without constant supervision. While automation has witnessed substantial growth in various sectors like engineering and medici...

  • Review
  • Open Access
36 Citations
9,770 Views
23 Pages

Interconnectedness between Supply Chain Resilience, Industry 4.0, and Investment

  • Adnan Al-Banna,
  • Zaid Ashraf Rana,
  • Mohammed Yaqot and
  • Brenno Menezes

Background: As industry and society move towards the second decade of the deluge of advanced technologies of the Industry 4.0 (I4.0) age, introduced circa 2012, it is evident that the global economy continues to grapple with a plethora of ever-intens...

  • Article
  • Open Access
36 Citations
19,371 Views
28 Pages

Exploring the Challenges of Industry 4.0 Adoption in the FMCG Sector: Implications for Resilient Supply Chain in Emerging Economy

  • Md Shihab Shakur,
  • Maishat Lubaba,
  • Binoy Debnath,
  • A. B. M. Mainul Bari and
  • M. Azizur Rahman

Background: Fast-moving consumer goods (FMCG) supply chains are experiencing various challenges due to the interactions between consumers and decision-makers during physical distribution, manufacturing, wholesale and retail. One possible strategy to...

  • Article
  • Open Access
35 Citations
13,817 Views
32 Pages

Background: UAVs (Unmanned Aerial Vehicles) and SUGVs (Sidewalk Unmanned Ground Vehicles) are two prominent options to revolutionize last mile home delivery. However, there is no literature yet addressing a comprehensive assessment of them. To bridge...

  • Article
  • Open Access
31 Citations
14,504 Views
18 Pages

Industry 4.0 and Industrial Robots: A Study from the Perspective of Manufacturing Company Employees

  • Şemsettin Çiğdem,
  • Ieva Meidute-Kavaliauskiene and
  • Bülent Yıldız

Background: Human–robot collaboration is essential for efficient manufacturing and logistics as robots are increasingly used. Using industrial robots as part of an automation system results in many competitive benefits, including improved quali...

  • Review
  • Open Access
30 Citations
9,691 Views
17 Pages

Analyzing the Implementation of Digital Twins in the Agri-Food Supply Chain

  • Tsega Y. Melesse,
  • Chiara Franciosi,
  • Valentina Di Pasquale and
  • Stefano Riemma

Background: Digital twins have the potential to significantly improve the efficiency and sustainability of the agri-food supply chain by providing visibility, reducing bottlenecks, planning for contingencies, and improving existing processes and reso...

  • Systematic Review
  • Open Access
30 Citations
29,928 Views
19 Pages

Background: Recent literature indicates that warehouse management costs account for a significant portion of overall logistics costs in companies. Warehousing requires the classification, controlling and management of inventory as well as processing...

  • Article
  • Open Access
28 Citations
9,658 Views
26 Pages

11 December 2023

Background: This paper explores the potential of Industry 5.0 in driving societal transition to a circular economy. We focus on the strategic role of reverse logistics in this context, underlining its significance in optimizing resource use, reducing...

  • Article
  • Open Access
27 Citations
7,340 Views
19 Pages

The Impact of Green Supply Chain Management on Circular Economy Performance: The Mediating Roles of Green Innovations

  • Ayman Bahjat Abdallah,
  • Wafaa Shihadeh Al-Ghwayeen,
  • Esra’a M. Al-Amayreh and
  • Rateb J. Sweis

16 February 2024

Background: This study investigated the impact of green supply chain management (GSCM) on circular economy (CE) performance. The mediating roles of three green innovation types, namely green product innovation, green process innovation, and green man...

  • Article
  • Open Access
26 Citations
4,328 Views
21 Pages

Background: This study investigates the vital significance of logistical cost optimization within the residual woody biomass supply chain, aiming to boost both sustainability and the efficient utilization of this resource. There is an emphasis on how...

  • Review
  • Open Access
25 Citations
14,271 Views
29 Pages

Smart Ports in Industry 4.0: A Systematic Literature Review

  • Antonios Paraskevas,
  • Michael Madas,
  • Vasileios Zeimpekis and
  • Konstantinos Fouskas

Background: Information and communication technologies (ICT) have introduced “smart” concepts across industries, including ports. Smart ports, leveraging IoT, cybersecurity, and cloud computing, are trending in maritime operations. They o...

  • Article
  • Open Access
24 Citations
8,834 Views
21 Pages

The logistics landscape in e-commerce is undergoing a profound transformation toward sustainability and autonomy. This paper explores the implementation of autonomous maritime and last-mile transportation solutions to optimize the entire logistics ch...

  • Article
  • Open Access
23 Citations
14,238 Views
22 Pages

Factors Affecting Digital Marketing Adoption in Pakistani Small and Medium Enterprises

  • Ihsan Ullah,
  • Muhammad Khan,
  • Dilshodjon Alidjonovich Rakhmonov,
  • Kalonov Mukhiddin Bakhritdinovich,
  • Julija Jacquemod and
  • Junghan Bae

Background: A substantial portion of the world’s population owns and utilizes computers and mobile devices, contributing to the rapid expansion of digital advertising. Marketers swiftly recognized the communicative benefits of social media plat...

  • Review
  • Open Access
23 Citations
7,655 Views
23 Pages

6 February 2024

Background: Spare parts warehousing in the oil and gas industry is essential for offshore production. With the introduction of Industry 4.0 and its subsequent technological tools, new functions are enabled in industrial logistics activities. Efficien...

  • Review
  • Open Access
23 Citations
16,271 Views
36 Pages

Digital Technology 4.0 on Halal Supply Chain: A Systematic Review

  • Budi Harsanto,
  • Joval Ifghaniyafi Farras,
  • Egi Arvian Firmansyah,
  • Mahir Pradana and
  • Ardi Apriliadi

18 February 2024

Background: The halal supply chain is a focused type of supply chain that ensures halal products throughout the entire process, from upstream to downstream. This paper aims to identify the innovative digital technology 4.0 utilized within the halal s...

  • Article
  • Open Access
23 Citations
17,298 Views
17 Pages

21 February 2024

Background: The US retail sector grapples with persistent challenges related to supply chain waste, including inefficiencies, overstocking, and logistical barriers, necessitating targeted reduction strategies to mitigate escalating costs, environment...

  • Article
  • Open Access
22 Citations
21,575 Views
33 Pages

State of the Art of Digital Twins in Improving Supply Chain Resilience

  • Eugenia-Alina Roman,
  • Armand-Serban Stere,
  • Eugen Roșca,
  • Adriana-Valentina Radu,
  • Denis Codroiu and
  • Ilie Anamaria

6 February 2025

Background: In today’s complex and rapidly changing global markets, supply chain resilience (SCR) has become critical for businesses aiming to maintain continuity and competitive advantage. Disruptions and challenges in the supply chain will al...

  • Article
  • Open Access
22 Citations
5,048 Views
21 Pages

Modelling a Logistics and Financial Supply Chain Network during the COVID-19 Era

  • Sina Abbasi,
  • Ilias Vlachos,
  • Ali Samadzadeh,
  • Shayan Etemadifar,
  • Mohamad Afshar and
  • Mohsen Amra

Background: Supply chain networks (SCNs) have been interrupted by the COVID-19 pandemic, leaving them open to financial losses. SCs have been impacted by the pandemic, necessitating the adoption of sustainable practices and dynamic capacities to ensu...

  • Article
  • Open Access
21 Citations
9,559 Views
20 Pages

Background: This article’s main goal is to examine how digital platforms and supply chain traceability (SCT) might contribute to robust information and efficient inventory management (EIM); Methods: SmartPLS3 software was used in conjunction wi...

  • Systematic Review
  • Open Access
21 Citations
21,477 Views
33 Pages

Background: With the continuing growth of warehouses globally, there is an increasing need for sustainable logistics solutions in warehousing, but research linking warehouse management systems (WMS) and sustainability is lacking. Methods: A systemati...

  • Review
  • Open Access
21 Citations
10,084 Views
21 Pages

Sustainable Supplier Selection through Multi-Criteria Decision Making (MCDM) Approach: A Bibliometric Analysis

  • Khoiron Khulud,
  • Ilyas Masudin,
  • Fien Zulfikarijah,
  • Dian Palupi Restuputri and
  • Abdul Haris

8 December 2023

Background: The primary objective of this study was to examine the advancements in sustainable supplier selection through multi-criteria decision making (MCDM) from the years 2013 to 2022. In the recent past, researchers have carried out a significan...

  • Article
  • Open Access
20 Citations
9,277 Views
21 Pages

17 February 2023

Background: In the current knowledge age, the performance of logistics firms increasingly depends on knowledge and capabilities they can leverage in value-creation processes. The objective of this paper is to investigate the relationship between know...

  • Review
  • Open Access
20 Citations
5,533 Views
21 Pages

Background: The Industry 5.0 emerges as a new paradigm for the industry by considering sustainability, human-centered approaches, organizational resilience, and interaction between humans and machines as its core values. This new trend for the future...

  • Review
  • Open Access
20 Citations
32,553 Views
19 Pages

Supply Chain Management: A Structured Narrative Review of Current Challenges and Recommendations for Action

  • Herbert Jodlbauer,
  • Manuel Brunner,
  • Nadine Bachmann,
  • Shailesh Tripathi and
  • Matthias Thürer

Background: By examining the recent advancements in technology, particularly the transformation of material into digital flows and its impact on customer demands, the aim of this paper is to investigate supply chain management (SCM) by analyzing seve...

  • Article
  • Open Access
19 Citations
18,560 Views
24 Pages

15 January 2025

Background: This study investigates digital transformation as a moderating variable in determining the effect of digital technologies, automation, and data integration of upstream and downstream providers on supply chain performance. By filling the e...

  • Article
  • Open Access
19 Citations
2,738 Views
16 Pages

Development of a Novel Fuzzy Hierarchical Location-Routing Optimization Model Considering Reliability

  • Javid Ghahremani-Nahr,
  • Hamed Nozari,
  • Maryam Rahmaty,
  • Parvaneh Zeraati Foukolaei and
  • Azita Sherejsharifi

14 September 2023

Background: This paper discusses the optimization of a novel fuzzy hierarchical location-routing problem, taking into consideration reliability. The mathematical model presented aims to determine the optimal locations of production centers and wareho...

  • Review
  • Open Access
19 Citations
6,566 Views
20 Pages

Background: The ramifications of climate change are rampant: All stakeholders must act effectively and swiftly. Unsustainable and increased urbanization adds additional strain on combatting environmental degradation. Since the last decade, urban dist...

  • Article
  • Open Access
19 Citations
5,605 Views
32 Pages

Ranking and Challenges of Supply Chain Companies Using MCDM Methodology

  • Alaa Fouad Momena,
  • Kamal Hossain Gazi,
  • Mostafijur Rahaman,
  • Anna Sobczak,
  • Soheil Salahshour,
  • Sankar Prasad Mondal and
  • Arijit Ghosh

5 September 2024

Background: Supply chain companies have merits and demerits regarding operational and economic transactional policies. The effectiveness of supply chain companies corresponds to a cumulative score on a multi-criteria and perspectives-based evaluation...

  • Article
  • Open Access
18 Citations
7,941 Views
24 Pages

A Mixed-Integer Linear Formulation for a Dynamic Modified Stochastic p-Median Problem in a Competitive Supply Chain Network Design

  • Amir Hossein Sadeghi,
  • Ziyuan Sun,
  • Amirreza Sahebi-Fakhrabad,
  • Hamid Arzani and
  • Robert Handfield

Background: The Dynamic Modified Stochastic p-Median Problem (DMS-p-MP) is an important problem in supply chain network design, as it deals with the optimal location of facilities and the allocation of demand in a dynamic and uncertain environment. M...

  • Article
  • Open Access
18 Citations
12,337 Views
17 Pages

The Effects of Strategic Procurement 4.0 Performance on Organizational Competitiveness in the Circular Economy

  • Răzvan-Andrei Corboș,
  • Ovidiu-Iulian Bunea and
  • Daniel-Constantin Jiroveanu

24 February 2023

Background: This study aims to identify how and if strategic procurement 4.0 performance influences competitiveness under circular economy conditions. In this regard, to achieve the aim of the study, we examine the moderating and mediating effects of...

  • Systematic Review
  • Open Access
18 Citations
5,859 Views
25 Pages

21 October 2024

Background: Circular supply chains (CSCs) aim to minimize waste, extend product lifecycles, and optimize resource efficiency, aligning with the growing demand for sustainable practices. Machine learning (ML) can potentially enhance CSCs by improving...

  • Article
  • Open Access
17 Citations
9,413 Views
20 Pages

Analyzing Key Performance Indicators for Mobility Logistics in Smart and Sustainable Cities: A Case Study Centered on Barcelona

  • Raquel Soriano-Gonzalez,
  • Elena Perez-Bernabeu,
  • Yusef Ahsini,
  • Patricia Carracedo,
  • Andres Camacho and
  • Angel A. Juan

16 October 2023

Background: This article identifies and examines key performance indicators (KPIs) related to citizen mobility logistics in smart and sustainable urban areas. It begins with a comprehensive literature review to identify essential KPIs, offering valua...

  • Review
  • Open Access
16 Citations
9,188 Views
18 Pages

12 December 2023

Background: Industry 4.0 signifies a profound global transformation in production and service activities through its novel organizational principles, including digital connectivity, information transparency, technical assistance, and decentralized de...

  • Article
  • Open Access
16 Citations
5,521 Views
32 Pages

A Multi-Criteria Approach for Quantifying the Impact of Global Megatrends on the Pulp and Paper Industry: Insights into Digitalization, Social Behavior Change, and Sustainability

  • Keren A. Vivas,
  • Ramon E. Vera,
  • Sudipta Dasmohapatra,
  • Ronald Marquez,
  • Sophie Van Schoubroeck,
  • Naycari Forfora,
  • Antonio José Azuaje,
  • Richard B. Phillips,
  • Hasan Jameel and
  • Ronalds Gonzalez
  • + 3 authors

Background: The pulp and paper industry (P&PI) is undergoing significant disruption driven by global megatrends that necessitate advanced tools for predicting future behavior and adapting strategies accordingly. Methods: This work utilizes a mult...

  • Review
  • Open Access
16 Citations
17,087 Views
26 Pages

12 October 2024

Background: The integration of drone technology into healthcare logistics presents a significant opportunity to enhance the speed, reliability, and efficiency of medical sample transportation. Methods: This paper provides a narrative review of curren...

  • Article
  • Open Access
15 Citations
5,434 Views
25 Pages

A Two-Storage Inventory Model with Trade Credit Policy and Time-Varying Holding Cost under Quantity Discounts

  • Alaa Fouad Momena,
  • Rakibul Haque,
  • Mostafijur Rahaman and
  • Sankar Prasad Mondal

27 October 2023

Background: What are the cumulative influences of pricing, promotions of commodities, order size-based discount opportunities, and alternative warehousing scenarios on effective decision-making concerning inventory management? It is observed that the...

  • Article
  • Open Access
15 Citations
6,586 Views
23 Pages

Enhancing Supplier Selection for Sustainable Raw Materials: A Comprehensive Analysis Using Analytical Network Process (ANP) and TOPSIS Methods

  • Ilyas Masudin,
  • Isna Zahrotul Habibah,
  • Rahmad Wisnu Wardana,
  • Dian Palupi Restuputri and
  • S. Sarifah Radiah Shariff

Background: This research endeavors to enhance supplier selection processes by combining the Analytic Network Process (ANP) and Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) methodologies, with a specific focus on sustain...

  • Article
  • Open Access
14 Citations
2,805 Views
48 Pages

Sustainable Green Economy for a Supply Chain with Remanufacturing by Both the Supplier and Manufacturer in a Varying Market

  • Rimi Karmakar,
  • Sanat K. Mazumder,
  • Md Billal Hossain,
  • Csaba Balint Illes and
  • Arindam Garai

Background: In a typical multiechelon supply chain, the supplier makes semifinished items, from which the manufacturer produces finished products to eventually get sold at retailers. However, the majority of existing supply chain models consider the...

  • Article
  • Open Access
14 Citations
8,721 Views
19 Pages

Deep Learning and Statistical Models for Forecasting Transportation Demand: A Case Study of Multiple Distribution Centers

  • Fábio Polola Mamede,
  • Roberto Fray da Silva,
  • Irineu de Brito Junior,
  • Hugo Tsugunobu Yoshida Yoshizaki,
  • Celso Mitsuo Hino and
  • Carlos Eduardo Cugnasca

22 November 2023

Background: Transportation demand forecasting is an essential activity for logistics operators and carriers. It leverages business operation decisions, infrastructure, management, and resource planning activities. Since 2015, there has been an increa...

  • Review
  • Open Access
14 Citations
7,939 Views
24 Pages

Impacts of Adopting Additive Manufacturing Process on Supply Chain: Systematic Literature Review

  • Tekalign Lemma Woldesilassiea,
  • Hirpa G. Lemu and
  • Endalkachew Mosisa Gutema

Background: The objective of this literature review is to systematically explore the supply chain (SC)-related issues of additive manufacturing (AM)-based production processes. For SC sustainability, efficiency, and performance improvements, the adop...

  • Article
  • Open Access
14 Citations
4,539 Views
23 Pages

12 January 2024

Background: The retail sector has experienced significant growth in recent years, necessitating efficient supply chain management and sustainable logistics practices. Evaluating the performance of retail warehouses is crucial for meeting customer exp...

  • Review
  • Open Access
13 Citations
5,031 Views
31 Pages

Indoor Positioning Systems in Logistics: A Review

  • Laura Vaccari,
  • Antonio Maria Coruzzolo,
  • Francesco Lolli and
  • Miguel Afonso Sellitto

4 December 2024

Background: Indoor Positioning Systems (IPS) have gained increasing relevance in logistics, offering solutions for safety enhancement, intralogistics management, and material flow control across various environments such as industrial facilities, off...

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Logistics - ISSN 2305-6290