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1

Sholeh, Moh Nur, and Mochamad Agung Wibowo. "Supply Chain in the Construction Industry: Micro, Meso, Macro." Journal of Advanced Civil and Environmental Engineering 3, no. 2 (2020): 50. http://dx.doi.org/10.30659/jacee.3.2.50-57.

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The construction industry is so fragmented that in its implementation many have resulted in increased costs, delays, and inefficiencies. But this fragmented can not be a reason not to innovate. One approach to the solution used is supply chain construction. The purpose of this study is to map supply chains micro, meso, and macro. This level is tiered from the bottom to the top level as the concept of supply chain management. The qualitative and quantitative research method was used to map and analyze supply chains for each level. The results showed the micro-level is the basis of the supply chain which can be measured by SCOR for example. The meso level focuses on the strength of construction companies. Construction company strategies framework contract and Enterprises Resource Planning (ERP). Macro-level includes supply chain accumulation from micro and meso. It is expected that at the macro level is the harmonization of supply chains between stakeholders, namely the government, contractors, suppliers, and distributors with good policy regulations.
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Radhakrishnan, Abirami, Dessa David, Douglas Hales, and V. Sri Sridharan. "Mapping the Critical Links between Supply Chain Evaluation System and Supply Chain Integration Sustainability." International Journal of Strategic Decision Sciences 2, no. 1 (2011): 44–65. http://dx.doi.org/10.4018/jsds.2011010103.

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Supply Chain Integration is widely advocated as an important factor to attain superior supply chain performance. While firms are able to achieve integration, they find it hard to sustain integration. In this paper, the authors argue that to sustain integration partner firms must establish a formal system to evaluate supply chain-wide performance. The authors draw on theories from a number of management disciplines to map the critical links between supply chain evaluation capability and supply chain integration sustainability. The authors develop and test the research model by conducting an empirical study involving 102 firms. The results of the study show that supply chains can sustain integration by establishing a supply chain wide evaluation system.
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3

Faisal, Mohd Nishat. "Managing Risk in Small and Medium Enterprises (SMEs) Supply Chains’ Using Quality Function Deployment (QFD) Approach." International Journal of Operations Research and Information Systems 4, no. 1 (2013): 64–83. http://dx.doi.org/10.4018/joris.2013010104.

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Supply chain risk management (SCRM) is the process of risk mitigation in supply chains achieved through collaboration, coordination and application of risk management tools among the partners, to ensure continuity coupled with long-term profitability of the supply chain. Supply chain risks emanate from multiple sources and similarly risk mitigation in supply chains is dependent on several variables. The most difficult part of supply chain risk management is prioritizing risks and an understanding of the relationships among various types of risks and risk mitigation variables. Drawing from the standard framework, in this research a modified house of quality is developed to understand the relationships between various supply chain risks and risk mitigation variables. It helps to prioritize various risks and understand the current status of the supply chain and the deficient areas with regard to risk mitigation capabilities. The structured QFD process provides the supply chain managers a conceptual map that enables the improvement of planning and control of various risks that could impact a supply chain.
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Maden, Ayça, and Emre Alptekin. "Evaluation of Blockchain Technology for Supply Chains using an Integrated Fuzzy Cognitive Map-QFD Methodology." Journal of Advanced Research in Natural and Applied Sciences 10, no. 2 (2023): 252–71. http://dx.doi.org/10.28979/jarnas.1337409.

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The rapid advancement of technology has made it imperative for supply chains to adapt to the changing landscape. Blockchain technology holds immense potential to transform supply chain processes, but the challenge lies in identifying the most suitable blockchain characteristics to meet the various performance indicators of a supply chain. To overcome this challenge, this study aims to prioritize the most critical blockchain characteristics in a supply chain. The study adopts a two-stage Quality Function Deployment (QFD) methodology to rank blockchain characteristics based on supply chain and software requirements. The methodology evaluates the supply chain performance indicators using the Supply Chain Operations Reference (SCOR) model and software needs using the International Organization for Standardization (ISO) software quality characteristics. After determining the problematic SCOR and ISO software-related metrics, the study utilizes the QFD Stage 1 to obtain the weights of ISO software characteristics and employs the Fuzzy Cognitive Map (FCM) to determine the most crucial blockchain characteristics for QFD Stage 2. The results of this study show that the top priorities for blockchain characteristics in a supply chain are smart contract functionality, privacy, transaction per second, tokenization, security, permissioned network, scalability, cost, modularity, and licensing, in order of importance.
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Runtuk, Johan K., and Anstasia L. Maukar. "Analysis and framework for agricultural supply chain improvement: a case study of california papaya in cikarang." Jurnal Sistem dan Manajemen Industri 3, no. 2 (2019): 107. http://dx.doi.org/10.30656/jsmi.v3i2.1415.

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Excessive waste is one of the problems in the food supply chain system. This study aims to identify supply chain players, map, and reduce waste that occurs in the Papaya California agribusiness supply chain process in Cikarang, Bekasi. Data collection was obtained from the results of field studies and interviews with parties involved in the supply chain such as farmers, distributors, retailers, and consumers. Increasing the effectiveness of Papaya's supply chain network is by improving the quality of packaging (modified atmosphere packaging (MAP), smart packaging, active packaging, and intelligent packag­ing), sharing data among chain players supply, implement refri­ge­ration and monitor transportation technology and promote the long term. Good coordination between parties involved in the Papaya supply chain has a significant role in creating an effective and effici­ent supply chain system.
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Parilla, Marion Rey P., Antonio P. Abamo, and Merlita D. Veloso. "Comparative Chain Performance Analysis: Goat (Capra hircus) Supply Chain in Northwestern Leyte." Review of Socio-Economic Research and Development Studies 6, no. 1 (2022): 57–84. https://doi.org/10.5281/zenodo.7226836.

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This study carries out snowball sampling technique to document supply chain map and determine its performance in terms of efficiency and responsiveness of the goat industry supply chain in Northwestern Leyte. Results revealed that there were three chains identified in the area, namely: individual farmers who market their produced goats to a terminal goat market, the two registered associations, Tabango Integrated Goat Entrepreneurs and Raisers (TIGER) and Villaba Association of Goat Entrepreneurs (VILLAGE). Detailed supply chain mapping shows that goats from the farmers’ point are brought to different places such as Cebu, Eastern Samar, Hinunangan Southern Leyte and Palompon, Leyte. Supply chain in the associations is generally simple, as it only constitutes direct seller-buyer market, while auction-market driven is a distinct configuration. Goat trading formally takes place once a week in the identified terminal market which were participated by processors, assembler-traders and end consumers. A simple supply and demand analysis revealed that there is a lack of the volume requirements by institutional and contract buyers, indicating an unmet demand and shortage of supply. This unmet demand opens a door of opportunity for goat production intensification in the area. Although profit margins were generated, logistical issues suggest production inefficiencies along the supply chain. Hence, this baseline information on goat supply chain provides empirical evidence on the need for improvement in the production to consumption in order to enhance the productivity of the goat industry in Northwestern Leyte, Philippines.
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Sainath, Kalya Lakshmi, and Korcha Teja Sai. "Supply chains are playing games: A review literature on Gamification in supply chain." Journal of Future Sustainability 3, no. 1 (2023): 59–66. http://dx.doi.org/10.5267/j.jfs.2022.11.005.

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Supply chains are changing due to changes in the global environment and to make the strategies effective most of the companies are striving towards the trends in the supply chain. Among the trends gamification is one of those that are creating an impact in the workspace with the techniques that are associated with it. Gamification in the supply chain had the least application and this study gave a road map for the decision makers like supply chain managers with the help of reviewing papers from the databases that are available. Findings say that giants like Amazon and Starbucks are applying gamification techniques to bring more transparency and visibility to reduce errors and to mitigate errors. This paper is providing evidence from the different activities like order management, warehousing activities with case applications are discussed. We conducted systematic literature review with 118 papers on gamification and 22 found relevant to the supply chain and its activities.
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8

Boonsothonsatit, Kanda. "Supply Chain Causal Linkage-based Strategic Map Design." Journal of Advanced Management Science 5, no. 3 (2017): 205–9. http://dx.doi.org/10.18178/joams.5.3.205-209.

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9

Haidari, Leila A., Shawn T. Brown, Patrick Wedlock, and Bruce Y. Lee. "Map of different vaccine supply chain efficiency measures." Vaccine 35, no. 1 (2017): 199–200. http://dx.doi.org/10.1016/j.vaccine.2016.11.025.

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Lambourdiere, Eric, and Elsa Corbin. "Blockchain and maritime supply-chain performance: dynamic capabilities perspective." Worldwide Hospitality and Tourism Themes 12, no. 1 (2020): 24–34. http://dx.doi.org/10.1108/whatt-10-2019-0069.

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Purpose Maritime supply chains rely on electronic and paper-based processes, leading to efficiency bottlenecks. The purpose of this paper is to propose a theory for how implementing digitalization in the form of blockchain technology (BCT) can improve the efficiency and effectiveness of maritime supply chains. Design/methodology/approach This conceptual paper is grounded in dynamic capabilities, supply-chain management and digital supply-chain theories. Relevant literature is scrutinized to explain how BCT can improve supply-chain performance. Findings BCT mainly benefits supply-chain performance through the development of intangible capabilities, by leveraging the capabilities (resources) that maritime supply chains provide. Research limitations/implications This framework sets an analytical basis for future empirical research on BCT and maritime supply chains. As such, it can give only indications and aid in the theory-building process. Discussion on the value and effects of BCT on maritime supply chains is ongoing. Finally, the framework focuses on the application of one information technology in managing logistics activities, rather than taking a bundling approach. Practical implications Investments in digitalization improve the overall information sharing, coordination and visibility capabilities and performances of supply chains. Originality/value Although literature on BCT is extensive, this framework paper is the first to link BCT with dynamics capabilities and maritime supply-chain theory and will serve as a road map for future research and practice.
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Shokouhyar, Sajjad, Neda Pahlevani, and Farhang Mir Mohammad Sadeghi. "Scenario analysis of smart, sustainable supply chain on the basis of a fuzzy cognitive map." Management Research Review 43, no. 4 (2019): 463–96. http://dx.doi.org/10.1108/mrr-01-2019-0002.

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Purpose This paper aims to present a smart, sustainable supply chain practices structure on the basis of the relational view. Design/methodology/approach A method based on fuzzy cognitive map was applied to construct a relational map to introduce and implement such relational methods. Considering this relational map as a guideline, observations into particular methods and ways of applying relational methods to attain sustainable development goals across organizations has been introduced. Findings Primary outcomes provided a series of relational methods for the purpose of giving advice to those organizations and their suppliers for smart, sustainable supply chain. Reliance between relational methods were examined and assessed under seven meaningful groups: economic internet of things (IoT), green internet of things, social internet of things, economic supply chain, green supply chain, social supply chain and other variables. Practical implications This study guides managers toward an improved perception of the connection among IoT instances and sustainable supply to modeling smart, sustainable supply chain. Managers can determine the practices that need more focus along with the practices that are less relevant. Thus, this will help managers in the decision-making process and to organize their decisions by planning and calculating the relative importance and influence of smart, sustainable practices on each other and on the company’s smart, sustainable program. Originality/value To the best of the authors’ knowledge, this is the first approach that promptly examines and determines the interdependencies between relational methods and constructs a relational map for the purpose to introduce and analyze smart, sustainable supply chain.
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Beshara, Sherin, Ahmed Kassem, Hadi Fors, and Nermine Harraz. "A Comprehensive Review and Mapping Citrus Supply Chains from a Sustainability Perspective across the European Union, Middle East, and Africa." Sustainability 16, no. 19 (2024): 8582. http://dx.doi.org/10.3390/su16198582.

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Citrus fruits are among the most produced and traded agricultural products worldwide, with significant economic and social importance. Despite their importance in the European Union, Middle East, and Africa, the existing literature is limited. Several studies have reviewed different aspects of general agri-food supply chains, but a product-based literature review on citrus supply chains has not been conducted. This paper provides a comprehensive review of the citrus supply chain in these regions, identifying the key research topics, methodologies, and supply chain echelons addressed in the literature. The study employed a systematic review, real-world case studies, and supply chain stakeholders’ interviews. This multi-faceted approach allows researchers to highlight research gaps, map a complete citrus supply chain, and provide a detailed material flow and sustainability-oriented overview of potential inputs and outputs at different stages. By incorporating real-world case studies and stakeholder interviews, this paper offers a nuanced and practical perspective on the operational and sustainability challenges unique to the citrus supply chain. This study serves as a guide for future research and enables practitioners to pinpoint areas and strategies for operational improvement across the supply chain.
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Tadesse, Mahlet Demere, Girma Gebresenbet, David Ljungberg, and Lóránt Tavasszy. "Digital Traceability Capabilities: The Case of the Ethiopian Coffee Supply Chain." Future Transportation 4, no. 3 (2024): 780–94. http://dx.doi.org/10.3390/futuretransp4030037.

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Digital technologies are essential tools that enable traceability in supply chains. In low-income countries, traceability represents a challenge due to the complicated structure of supply chains and the involvement of multiple stakeholders. This research developed a framework for a digital traceability system (TS), using the Ethiopian coffee supply chain as a case study. A literature review was conducted to gain an in-depth understanding of state-of-the-art digital traceability technologies. A logistics audit was conducted to map the coffee supply chain in Ethiopia and evaluate the implementation level of traceability technologies. Although the implementation of traceability technologies in the Ethiopian coffee supply chain is low, the results revealed that the usage of traceability technologies improves downstream of the supply chain. The traceability framework developed in this study ranges from a paper-based TS to a fully digitalised TS. The implementation of a TS in the coffee supply chain of Ethiopia is met with several challenges such as affordability, limited awareness, resistance of certain stakeholders, infrastructure limitations, restricted accessibility of some technologies and insufficient policy frameworks. Stakeholders from low-income countries can use the framework developed in this study to adopt a TS for their supply chains in line with their needs and current digitalisation levels.
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14

Koilo, Viktoriia, and Ola Honningdal Grytten. "Maritime financial instability and supply chain management effects." Problems and Perspectives in Management 17, no. 4 (2019): 62–79. http://dx.doi.org/10.21511/ppm.17(4).2019.06.

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The paper investigates the offshore crisis 2015–2017 and its impact on central international offshore oil and gas related maritime cluster, the Blue Maritime Cluster, located at the North-Western coast of Norway.This complete maritime cluster, heavily involved in offshore petroleum operations, it experienced an almost devastating blow, as it lost almost one-third of its employees as its value added contracted by 39 percent.When the crises is basically seen as a result of falling of oil prices and lower activity and squeezed profit margins, this paper investigates the crisis in the light of financial instability and reactions down the maritime supply chain. By collecting data from the Blue Maritime Cluster and the Norwegian central company register one is able both to trace the fall in the activity due to the crisis and measures of financial strength. The study approaches the data by using a structural time series analysis in order to map cycles as deviations from polynomial trends.The findings ascertain that financial instability was dominant within the Blue Maritime Cluster during its boom before the crisis. Debt ratios and thereby gearing (leverage) were high. Thus, the companies could not meet their obligations when the crisis hit.The paper also finds that narrow focused supply chain management made the cluster fall deep into the abyss. Companies with a more diversified portfolio were able to meet the hard years better than others.
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Mirghafoori, Seyed Habibollah, Ali Morovati Sharifabadi, and Salim Karimi Takalo. "Development of causal model of sustainable hospital supply chain management using the Intuitionistic Fuzzy Cognitive Map (IFCM) method." Journal of Industrial Engineering and Management 11, no. 3 (2018): 588. http://dx.doi.org/10.3926/jiem.2517.

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Purpose: Service industry is a massive sector accounting for about two-thirds of GDP of developed economies and is the field of an intensive competition between service companies and their supply chains. As a result, service supply chain management has become a subject of growing interest to researchers and business analysts. Healthcare industry is among the largest service industries with the highest potential for improvement in sustainability performance. The purpose of this study was to identify the concepts influencing the sustainability of hospital supply chain and provide a causal model for sustainable supply chain of hospital service.Design/methodology/approach: In this study, concepts that influence the sustainability of a hospital service supply chain were identified by in-depth interviewing of 18 experts in hospitals of Kerman, Iran. Delphi method was used to reorganize the initial concepts into 15 concepts. Finally, the Intuitionistic Fuzzy Cognitive Map (IFCM) method was used to develop the causal model of sustainable supply chain management for hospital service.Findings: Delphi method was used to reorganize 68 initial concepts into 15 concepts Contains: demand management, resource and capacity management, customer relationship management, supplier relationship management, service management, information management, financial performance management, Attention to the environment, contamination, energy consumption, legal requirements, employees, community and stakeholders, social accountability and business ethics. The results indicate that service delivery management is highly central among other concepts.Originality/value: with focusing on concepts such as service management, and capacity and resources management, The sustainability of the hospital supply chain can be improved.
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Panigrahi, Swayam Sampurna, Bikram Bahinipati, and Vipul Jain. "Sustainable supply chain management." Management of Environmental Quality: An International Journal 30, no. 5 (2019): 1001–49. http://dx.doi.org/10.1108/meq-01-2018-0003.

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Purpose The business enterprises are increasingly focusing on buying and supplying of products and services in a manner to reduce the adverse impacts on the environment, society, and economy. In view of the above, the concept of sustainable supply chain management (SSCM) has received attention of the industry and academia due to its importance on environmental, social and corporate responsibility through economic performance. The paper aims to discuss these issues. Design/methodology/approach The structured literature review attempts to map the various theories in the SSCM literature from the perspectives of economic performance, environmental dimensions, and social values and ethics. Findings As supply management is vital for enhancing organizational competitiveness, the present work attempts to investigate the theoretical perspectives in SSCM to develop an understanding of the current research activities and future potentials. Practical implications This work aims to gain a number of valid insights for the practitioners and the researchers. It also focuses on the perspectives of governance mechanisms for successful implementation SSCM practices in the business enterprises. Originality/value As the theory building initiatives with implications on the conceptualization of SSCM is limited in literature, this work has also been able to identify the trends and relevant research gaps to define the potential areas for future research.
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Luomaranta, Toni, and Miia Martinsuo. "Supply chain innovations for additive manufacturing." International Journal of Physical Distribution & Logistics Management 50, no. 1 (2019): 54–79. http://dx.doi.org/10.1108/ijpdlm-10-2018-0337.

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Purpose Additive manufacturing (AM) involves the renewal of production systems and also has implications for firms’ supply chains. Innovations related to AM supply chains are, so far, insufficiently understood, but their success will require firms’ awareness of their systemic nature and their firm-specific implications. The purpose of this paper is to explore the supply chain innovations dealing with AM in business-to-business supply chains. Design/methodology/approach An exploratory qualitative research design is used. Interviews were conducted in 20 firms, workshops were organized to map AM-related processes and activities, and supply chain innovations were analyzed. Findings This study reveals practical changes in supply chains and requirements for AM-related supply chain innovations. While earlier research has centered on technology or firm-specific AM implementations, this study shows that fully leveraging AM will require innovations at the level of the supply chain, including innovations in business processes, technology and structure, as well as supportive changes in the business environment. These innovations occur in different parts of the AM supply chain and are emphasized differently within different firm types. Research limitations/implications This research was conducted in one country in the context of the machine building and process industry with a limited data set, which limits the generalizability of the results. The results offer an analytical framework and identify new research avenues for exploring the innovations in partial or complete AM supply chains. Practical implications The results offer a framework to assess the current state and future needs in AM-related supply chain innovations. Practical ideas are proposed to enhance AM adoption throughout firms’ supply chains. These results are important to managers because they can help them position their firms and guide the activities and collaborations with other firms in the AM supply chain. Originality/value This study draws attention to the supply chain innovations required when firms adopt AM in their processes. The generic supply chain innovation framework is enhanced by adding the business context as a necessary component. Implementation of AM is shown to depend on the context both at the level of the supply chain and the firm’s unique role in the supply chain. The holistic view taken reveals that successful AM technology adoption requires broad involvement from different firms across the supply chain.
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Lufika, Raihan Dara, Hasan Yudie Sastra, Prima Denny Sentia, Ilyas Ilyas, and Iskandar Hasanuddin. "Supply Chain Risk Mapping at ABC Cement Plant in Aceh, Indonesia." Aceh International Journal of Science and Technology 11, no. 2 (2022): 128–35. http://dx.doi.org/10.13170/aijst.11.2.23457.

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Supply Chain Risk Management is an industry collaboration work with partners in the supply chain system to implement a risk management process in dealing with the emergence of risks and uncertainties caused by logistics activities or other resources in the supply chain. Every industry deals with risk. This study aims to identify, classify, and mapping supply chain activities and their risks. At the initial stage, the identification of supply chain events is done by doing interviews and brainstorming. Then, these events are portrayed in the supply chain map. Then, the risk identification stage used a rating scale to determine the level of likelihood and consequence based on three SCOR elements. There are 40 risk events in this study which are 13 risk events in the source section, 19 risk events in the make section, and eight risk events in the delivery section. Finally, it is necessary to calculate the value of the Risk Priority Index (RPI). The RPI is the basis of the risk mapping stage. The risk map will show the urgency to treat each risk event.
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Towill, Denis R. "A Route Map for substantially improving supply chain dynamics." International Journal of Manufacturing Technology and Management 1, no. 1 (2000): 94. http://dx.doi.org/10.1504/ijmtm.2000.001333.

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Noorbakhsh Samani, Seyede Parvane, Naser Khani, Mojhgan Bahrami, and Ali Morovati Sharifabadi. "Different concepts of supply chain sustainability: an approach on circular supply chai." Nexo Revista Científica 35, no. 02 (2022): 626–40. http://dx.doi.org/10.5377/nexo.v35i02.14642.

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There are many overlaps between sustainability concepts so they are sometimes used interchangeably. This study was aimed to provide a deep analysis of the sustainability concepts in the circular supply chain (CSC) field and to identify research gaps and paths for future research. We conducted a search using keywords including “sustainability” combined with at least one of the keywords sustainable supply chain, green supply chain, circular supply chain, and closed-loop supply chain in the Google Scholar, ScienceDirect, and Emerald as well as the Web of Science. Mind Map Software was used to identify the gaps in the use of the CSC. The comparative investigation of the different concepts of sustainability showed that the CSC encompasses all concepts of sustainability and has a comprehensive concept that goes beyond all concepts of sustainability.
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Belu, Mihaela Gabriela, and Ana Maria Marinoiu. "AI-Enabled Supply Chain Management: A Bibliometric Analysis Using VOSviewer and RStudio Bibliometrix Software Tools." Sustainability 17, no. 5 (2025): 2092. https://doi.org/10.3390/su17052092.

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Artificial intelligence (AI) is fundamentally transforming the management of supply chain activities, offering companies the opportunity to configure resilient, transparent, and sustainable supply chains. Given its importance, this paper presents aspects of the implementation of artificial intelligence in supply chain management by performing a bibliometric analysis of 400 scientific papers published between 2010 and 2024 and indexed in the Scopus database. The analysis was based on the Bibliometrix 4.4.2 and VOSviewer 1.6.19 software to identify the most important authors and journals of interest for the researched topic. Keyword co-occurrence and co-citation analyses were used to map intellectual networks and highlight themes of interest. The research results confirm the increase in scientific interest in the field of applying AI in supply chain management, highlighting the advantages of implementing this technology in supply chain management. At the same time, the recommendations and conclusions of this paper will be useful to both academic researchers and business professionals to identify potential areas of collaboration with the aim of developing supply chain strategies that contribute to the competitiveness of companies that are part of the network.
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Wu, Shuhua, and Linang Fang. "Research Hot Spots and Their Development Trends of Supply Chain Technology Innovation." Frontiers in Business, Economics and Management 5, no. 2 (2022): 77–81. http://dx.doi.org/10.54097/fbem.v5i2.1668.

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The rapid development of supply chain technology has become a major help to the current economic development. using CiteSpace software to draw the knowledge map of authors, institutions, keywords and so on, this paper analyzes and comments on the supply chain technology research literature published in the Chinese academic network publishing library (CNKI) in China. research findings: single combat between various research institutions and scholars, lack of communication and cooperation; research hot topics are supply chain management, technological innovation, information technology, supply chain finance, internet of things, rfid technology, electronic data exchange; supply chain finance, blockchain technology, blockchain technology and big data are the main research trends of supply chain technology research.
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Changmai, Sukalpa. "Geospatial Application for Dairy Supply Chain Management." Journal of Geomatics 17, no. 2 (2023): 57–66. http://dx.doi.org/10.58825/jog.2023.17.2.63.

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The broad availability of geospatial data has changed how we think about solving problems. There are numerous uses for GIS and Remote Sensing in a variety of fields. Such a field includes Supply Chain Management where GIS is used to map various stages like producers, consumers, processing facilities, suppliers, distribution centres, and transportation routes for better decision making and enhanced flow of goods. In this study we are integrating geospatial technologies to map raw material source, routes taken for the delivery of processed items, areas served by a processing unit and finally model relationship between different factors of a dairy industry. Parameters taken involve import-export data of milk and milk products, roads network, service areas, and Normalized Difference Vegetation Index (NDVI). Aanchal Dairy in Dehradun district of Uttarakhand is considered for this study. The primary data was collected through field visits and the raw data was structured for further analysis. Secondary data was obtained from various verified internet sources. Results indicate certain regions with high quantity of raw milk supply and areas where processed products are delivered. Optimised routes and the areas where Aanchal Dairy provides its services are also defined. NDVI shows that places with high raw milk supply have better fodder for dairy cows. Finally the results are geospatially mapped and various relationships are presented in graphical form.
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Wu, Xuezhi, and Wenqing Bao. "Supply Chain Optimization Based on Large Language Models (LLMs): Global Supply Chain Risk Assessment." Journal of Computer Science and Artificial Intelligence 3, no. 1 (2025): 39–42. https://doi.org/10.54097/9wszed25.

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In recent years, the rapid development of Large language models (LLMs) provides a new idea for supply chain risk assessment. In this paper, a global supply chain risk assessment method based on LLMs is proposed. By using named entity identification, relationship extraction, text classification and sentiment analysis, a knowledge map of supply chain risk is constructed, and a risk assessment model is constructed by combining machine learning or deep learning algorithm to achieve accurate assessment and early warning of global supply chain risks. Taking the "Ever Given" Suez Canal stranded in 2021 as an example, LLMs is used to extract features and assess risks. The results show that the model is significantly superior to the traditional methods in terms of comprehensiveness, timeliness and accuracy of risk assessment, and it has won the emergency response time for enterprises. However, LLMs still faces many challenges in data quality and diversity, model interpretability and robustness, and practical application. Therefore, this paper puts forward some countermeasures, such as strengthening data quality management, improving the interpretability and robustness of the model, and optimizing the practical application effect, in order to promote the wide application of supply chain risk assessment methods based on LLMs.
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Shanoyan, A., R. B. Ross, H. R. Gow, H. C. Peterson, and R. Black. "Third-party facilitation of supply chain linkages: evidence from the Armenian vegetable industry." Journal on Chain and Network Science 16, no. 2 (2016): 83–93. http://dx.doi.org/10.3920/jcns2015.0007.

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This paper presents an empirical examination of investment responses to external facilitation of supply chain linkages between agricultural producers and processors. Specifically, it analyzes the impact of participation in the USDA Marketing Assistance Program (MAP) facilitated formal marketing channel on farm-level investments in tomato production. The analysis involves mixed method approach utilizing a case of the USDA MAP in the Armenian vegetable industry and the survey data from 427 Armenian tomato growers. The main results indicate that the tomato growers linked to USDA MAP facilitated formal marketing channel (i.e. processors) invested significantly more in expanding tomato planting area compared to growers in informal channel (i.e. direct-to-consumer markets, middleman, and barter). The lessons from the USDA MAP’s supply chain facilitation strategy and the results of quantitative analysis provide insights on incentive structures and enforcement mechanisms for designing more effective supply chain linkages.
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Spina, Daniela, Cinzia Barbieri, Roberto Carbone, Manal Hamam, Mario D’Amico, and Giuseppe Di Vita. "Market Trends of Medicinal and Aromatic Plants in Italy: Future Scenarios Based on the Delphi Method." Agronomy 13, no. 7 (2023): 1703. http://dx.doi.org/10.3390/agronomy13071703.

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The medicinal and aromatic plant (MAP) sector in Italy is a niche sector that is growing in terms of both primary production and consumption. These products seem to be important to address several global challenges, including climate change, biodiversity conservation, drought solutions, product diversification, product innovations, and the development of rural areas (rural tourism in primis). This study utilised the Delphi method to identify key factors and possible strategies that could be adopted for the future (the next 3–5 years) of the national MAP supply chain. The research involved the collaboration of 26 experts. Individual interviews, based on a semi-structured questionnaire, were carried out during the first round of the study. The information and the collected data were then analysed and depicted in a mental map. The Italian MAP sector suffers from competition from lower-cost imported products. Despite this, the experts predicted an expansion of the MAP sector regarding aromatic herbs and certain derivative products, such as dietary supplements, biocides, and essential oils. The experts anticipated the need to increase the adoption of digital innovations, of developing agreements among the actors of the supply chain, and of investing in the training of supply chain actors.
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Шмиголь, Надія, Jan Polcyn, and Андрій Антонюк. "SUPPLY CHAIN MARKETING MANAGEMENT." Управління змінами та інновації, no. 5 (February 20, 2023): 54–58. http://dx.doi.org/10.32782/cmi/20232-5-9.

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The article explores the work of scientists in organizing marketing activities in a company, specifically in managing the distribution policy that involves organizing distribution channels, forming a portfolio of contractual obligations within the product portfolio, and developing a supply plan for each contractor. It is noted that the organization of distribution channels in a company must ensure: the creation of a system for delivering products to the point of sale or operation at an exactly specified time and with the highest level of service; minimizing costs for organizing the movement of goods, which should in no case affect the level of service. It has been proven that the advantages of including a wholesale intermediary in the distribution system are: ensuring product distribution in the absence of contact with the consumer; bulk purchasing reduces supply costs; reducing the risk of unsold products; favorable pre-payment conditions, etc. However, the negative factors that arise as a result of the inclusion of intermediaries in the product distribution channels are: a large number of intermediaries significantly reduces market control and complicates the interaction process with the consumer; dependence on a small number of intermediaries in the future can cause serious commercial losses. Therefore, in practice, in order to reduce risk, mixed forms of product movement organization should be used, which in turn requires the development of new methods and approaches to this process. As a result of the analysis, it was determined that the need for re-organization of the existing distribution channel system arises when the company's production capacities are not fully supported by the capacity of the trade network. To diagnose such a situation, graph theory, in particular the adapted maximum flow problem, is used within the framework of this research. The authors stated that the result of applying the proposed models and methods is optimization of the existing distribution channel structure and development of further management methods for the company's distribution policy, including formation of its portfolio of contractual obligations and construction of a map of competitive advantages.
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Cassivi, Luc, Élisabeth Lefebvre, Louis A. Lefebvre, and Pierre‐ Majorique Léger. "The Impact of E‐collaboration Tools on Firms' Performance." International Journal of Logistics Management 15, no. 1 (2004): 91–110. http://dx.doi.org/10.1108/09574090410700257.

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In this paper, we focus on the relative efficiency of different e‐collaboration tools and their impact on the performance of individual firms positioned along the supply chain. In exploratory study, the supply chain of one large telecommunications OEM was analyzed in two consecutive phases, namely a detailed case study and an electronic survey. This led to the examination of an entire supply chain from both upstream and downstream perspectives. Supply chain execution and supply chain planning e‐collaboration tools were identified and their relative efficiency was assessed. We attempt to map out the tools' potential to enhance the performance of, individual firms, in particular the link between e‐collaboration configurations and key performance dimensions.
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Karanam, Malleswari, Lanka Krishnanand, Vijaya Kumar Manupati, Katarzyna Antosz, and Jose Machado. "Identification of the Critical Enablers for Perishable Food Supply Chain Using Deterministic Assessment Models." Applied Sciences 12, no. 9 (2022): 4503. http://dx.doi.org/10.3390/app12094503.

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Today’s perishable food supply chains must be resilient to handle volatile demands, environmental restrictions, and disruptions in order to meet customers’ requirements. The enablers of the perishable food supply chain have not yet been explored. In this paper, a bibliometric systematic literature review has been conducted to identify the articles related to the perishable food supply chain. Next, with these identified articles, a map is created with bibliographic data using Vosviewer network visualization software, and then the enablers were identified by conducting keyword co-occurrence analysis. Later, a total interpretive structural modeling (TISM) is employed to analyze the interrelationships among enablers and then determine each enabler’s hierarchies, further representing them in a diagraph. Finally, the identified enablers are classified using cross-impact matrix multiplication applied to classification (MICMAC) analysis, and the graph is plotted. The results obtained from the deterministic assessment model provide the critical enablers for the perishable food supply chain. The obtained critical enablers and their hierarchies provide valuable insights for researchers in the context of perishable food supply chain for further study.
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Ganas, Petra, Marcel Fuhrmann, and Matthias Filter. "A network model of the egg supply chain in Germany implemented as a FSKX compliant object." Food Modelling Journal 2 (November 17, 2021): e74171. https://doi.org/10.3897/fmj.2.74171.

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In our days, food supply chains are becoming more and more complex, generating global networks involving production, processing, distribution and sale of food products. To follow the "farm to fork" paradigm when assessing risks from various hazards linked to food products, supply chain network models are useful and versatile tools.The objective of the present "egg supply chain network model" is to allow users to predict and visualise the spatial commodity flow within the German egg supply chain. The network model provides for the user the option to select values for the input parameter "actor" in order to allow simulation of estimates for different supply chain scenarios. It generates a data frame as output regarding the estimates of food flows for the product "chicken eggs" in Germany on NUTS-3 level according to the selected parameter and a chloropleth map for illustrating the distribution of product quantities.The network model and all required resources are provided as a fully annotated file compliant to the community standard Food Safety Knowledge Exchange (FSKX) and can be executed online or with the desktop FSK-Lab software.
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Dewi, Ida Ayu Listia, Made Antara, I. Nyoman Gede Ustriyana, and I. Ketut Suamba. "Supply chain process structure diagram for processing unit of Arabica Coffee Kintamani Bali." International journal of life sciences 8, no. 1 (2024): 13–24. http://dx.doi.org/10.53730/ijls.v8n1.14792.

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Supply Chain Operational Reference (SCOR) is an approach that can be used to map processes in the supply chain. Process mapping is very useful for understanding the flow of products, money and information. Process mapping can make it easier to evaluate supply chain management weaknesses. This paper aims to map the process flow using the SCOR approach at the Kintamani Bali Arabica coffee processing unit. SCOR contains a structured hierarchy of goods, money and information flow processes which are described in three levels. Level 1 in the supply chain of the Kintamani Bali Arabica coffee processing unit describes the implementation of the planning process, source, make, and delivery. Level 2 shows the process category which consists of two process categories based on stock for processing fresh coffee and based on order-based processes for processing green bean, roasted and ground coffee. Level 3 shows the stages of process elements in each category. This level starts from the entire supply chain planning process stage, to the customer order delivery process stage. The results of this paper describe the structure of the SCOR model at the Kintamani Bali Arabica coffee processing unit connecting all interrelated product, money and information flow processes.
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Bamakan, Seyed Mojtaba Hosseini, Pooria Malekinejad, Mehran Ziaeian, and Amirhossein Motavali. "Bullwhip effect reduction map for COVID-19 vaccine supply chain." Sustainable Operations and Computers 2 (2021): 139–48. http://dx.doi.org/10.1016/j.susoc.2021.07.001.

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Gligor, David, Siddik Bozkurt, Ivan Russo, and Ayman Omar. "A look into the past and future: theories within supply chain management, marketing and management." Supply Chain Management: An International Journal 24, no. 1 (2019): 170–86. http://dx.doi.org/10.1108/scm-03-2018-0124.

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PurposeAlthough supply chain scholars have acknowledged the fundamental disruptive changes experienced by today’s supply chains and the ensuing novelty of the research problems worthy of investigation, they have primarily relied on a limited number of theories to help explain the phenomena of interest. The purpose of this paper is to use a systematic literature review to address this gap and propose additional theories that supply chain researchers can use to help address novel supply chain phenomena, such as those caused by technological disruptions.Design/methodology/approachThe authors use a systematic literature review to examine the studies published over the last 10 years in six of the top supply chain management journals (411 articles) and six of the top marketing and management journals (1,214 articles).FindingsFirst, the findings show that 15 theories have been relied upon by over 95 per cent of the studies within supply chain management that use formal theories. Second, the authors identify the most frequently used theories within marketing and management (217 theories). Third, as space limitations make it impossible to offer a rich description of each of the 217 theories, the authors identify 30 theories that they considered to be the most salient to supply chain research and suggest areas where supply chain scholars can apply these theoretical lenses.Originality/valueThe research effort allowed the authors to map the current use of theories within the field to gain a better understanding of what other theories could augment the body of theories used within supply chain management. Thus, the current study is a “one stop shop” that supply chain scholars can consult when in a quandary about what theoretical lens to utilize.
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Bouayad, Hakim, Loubna Benabbou, and Abdelaziz Berrado. "Aligning Information Technology and Supply Chain." International Journal of Information System Modeling and Design 12, no. 3 (2021): 1–26. http://dx.doi.org/10.4018/ijismd.2021070101.

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Information technology (IT) has a critical importance. Information technology governance (ITG) is the system that allows enterprises to master the complexity of IT in order to maximize its use and to foster the competitive advantage. Control objectives for information and related technology (COBIT) is a well-known IT governance (ITG) framework that groups IT best practices. There is little research about the correlation between COBIT and domain specific frameworks, like supply chain operation reference (SCOR) for supply chain (SC). The paper proposes an approach to map SCOR's components to COBIT with ArchiMate, which is a standard language to model enterprise architecture (EA). The mapping can simplify, by visualization, the complexity of both frameworks. It can also provide a view on possible overlaps and synergies between SCOR and COBIT. Two detailed illustrations are presented. The evaluation is done according the Bunge-Wand-Weber method. An example of the utility of the mapping is done for a real case scenario.
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Wahyuni, Hilda, Teti Haryati, and Yudha Heryawan Asnawi. "Trends in Green Supply Chain Management: Insights from Bibliometric Analysis (2014-2023)." Airlangga Journal of Innovation Management 5, no. 3 (2024): 543–54. http://dx.doi.org/10.20473/ajim.v5i3.59014.

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This research discusses the publication trend on the topic of green supply chain management with "Green Supply Chain Management" as the keyword. Search using the title and abstract categories listed in Dimension from 2014 to 2023 analyzed in a bibliometric study. This bibliometric study can guide academics and practitioners to take relevant steps in managing environmentally friendly supply chains. Therefore, this research could contribute to understanding developments and challenges in the green supply chain field. The results of this study are expected to provide insights for decision-makers and practitioners in managing supply chain sustainably. There are 4,017 articles. This number is very impressive and almost every year there is a significant development in this research topic. The analysis of this study is focused on the number of publications, authors, and journals. This study aims to observe the development map of Green Supply Chain Management research in the world. Results show that the number of publications on Green Supply Chain Management has increased quite steadily and was the most published in 2023 with a total of 803 journals. As for the lowest number of publications, there was in 2014 with the number of publications as many as 179. Thus, it can be concluded that the topic of this theme has developed from year to year, and this concept has great potential to develop further in the future.
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Fernandes Andry, Johanes, Filscha Nurprihatin, and Lydia Liliana. "Supply Chain Mapping to Prepare Golden Generation 2045 for Future Technology Infrastructure." E3S Web of Conferences 359 (2022): 05004. http://dx.doi.org/10.1051/e3sconf/202235905004.

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The continued growth of the manufacturing industry as a result of shifting consumer demands has created turmoil in the supply chain process. The Indonesian government is currently focusing on human development and mastery of science and technology in the supply chain to prepare for Golden Generation 2045. Various problems arise in the current supply chain process, namely lack of transparency, complex production processes, and poor partner relations. The manufacturing industry must begin to prepare for the development of technology infrastructure, especially in supply chain integration, supply chain performance, and information sharing. Based on the problems experienced, a supply chain strategy mapping was carried out to identify challenges and improvements that needed to be made. The supply chain strategy is mapped with market trends and defines divisions affected by constructing new technology infrastructure. This strategy is taken into consideration in defining challenges and improving supply chain processes. This study aims to map supply chain strategies in the form of a mindmap to maximize processes and prepare technology infrastructure. Supply chain strategy mapping allows the manufacturing industry to implement strategies to react quickly if there are problems with suppliers, missing orders, spikes in demand, or other unexpected things.
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RADOSAVLJEVIC, Marija, Nada BARAC, Vesna JANKOVIC-MILIC, and Aleksandra ANDJELKOVIC. "SUPPLY CHAIN MANAGEMENT MATURITY ASSESSMENT: CHALLENGES OF THE ENTERPRISES IN SERBIA." Journal of Business Economics and Management 17, no. 6 (2016): 848–64. http://dx.doi.org/10.3846/16111699.2016.1191038.

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Nowadays competition has been spread to supply chains, instead of individual enterprises. Therefore, beside evaluation of enterprise’s capabilities to manage business processes, it is important to assess capabilities for business process management at supply chain level. The purpose of the research presented in this paper is to point out the necessity of supply chain management maturity in implementation of best practice. Research methodology is based on supply chain management maturity models. Application of the Delphi method enabled usage of maturity model, adapted to the enterprises in Serbia. The value of the research precedes from unique combination of best practice elements for the assessment of supply chain management maturity level. The research results show that best practice elements are not very popular in the enterprises in Serbia. All enterprises are at the second and third maturity level. Bearing in mind that everything has to be improved continually, maturity models, proposed by different authors can be further developed by including certain statistical tools. The original contribution of this paper and its practical implication refer to including statistical tools, hierarchical cluster analysis and correlation, into maturity analysis, thus enabling creation of framework as a road-map for the improvement of supply chain management maturity.
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Blos, Mauricio F., and Hui-Ming Wee. "A Supply Chain Vulnerability Map for the Automotive and Electronic Industries in Brazil." International Journal of Service Management and Sustainability 3, no. 2 (2020): 83. http://dx.doi.org/10.24191/ijsms.v3i2.8107.

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This paper aims to explore various perspectives of the Supply Chain Risk Management (SCRM) as they relate to the automotive and electronic industries in Brazil based on the historical data from 2010 to 2016. The methodological approach was based on the Supply Chain Vulnerability Map (SCVM). The SCVM was tested in its totaliness and two more riskswere added to the hazard vulnerability category to form the SCVM II. The exploratory surveys were used to better understand the impacts on the automotive and electronic industries in Brazil during the study period. An interesting finding was that most of the major automotive and electronic industries are concerned with integrating risk management, governance and compliance in the supply chain. The findings of the empiricalinvestigation and SCRM historical data indicate that managers must integrate risk management, governance and compliance in the supply chain and use the proposed SCVM II. This research revealed the risks that surrounded the supply chain during the time period covered. In the study, the researchers added two more risks to the hazard vulnerability category: item 10, deficient rainfall (as seen in Manaus and São Paulo) and number 13, viral epidemics (to reflect the Zika virus around Brazil), it was named as SCVMII. Among the limitations of the research was that the study applied real data which might vary drastically due to economic downturn of the country. This might affect the performance of the investigated industries.
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Emmanuel, Ampong Afoakwah, Hannah Kemevor, Elizabeth S. Boateng Koomson, and Asase Komla Cyril. "A Review of Contemporary Theories of Supply Chain Management and Its Application." Journal of Policy and Planning 1, no. 1 (2024): 20–25. https://doi.org/10.54536/jpp.v1i1.3417.

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The purpose of this study is to identify current themes in supply chain management (SCM) and explore opportunities for SCM growth by examining theoretical perspectives in SCM. In order to map the application of theories in the Supply Chain Management sector, it conducts a review of the literature. We examine the main areas of SCM research, highlight important theories, and offer recommendations for future developments in the area. There has been little theory development in SCM, with a few well-known macro theories from other fields impacting the themes and conceptualization of Supply Chain Management that have been researched thus far. By using particular approaches, looking at less-studied elements of SCM, and testing novel frameworks, more theoretical advances could be made. Based on our assessment, we offer a thorough map of the most widely held theories in SCM and suggest future directions for the field’s advancement. A number of suggestions are offered to direct further investigation. This study represents a first step towards comprehending the development of Supply Chain Management theories and the conceptualization of SCM.
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Shashi, Manish. "Sustainable Digitalization in Pharmaceutical Supply Chains Using Theory of Constraints: A Qualitative Study." Sustainability 15, no. 11 (2023): 8752. http://dx.doi.org/10.3390/su15118752.

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Sustainable digitalized supply chain management in a pharmaceutical company can help reduce operation costs, improve assets, enhance shareholders’ value, positively respond to customer demand, and generate profits. Guided by the theory of constraints, this qualitative multiple-case study aimed to explore strategies pharmaceutical managers use to digitalize integrated supply chain systems to increase sustainability and profitability. The participants were senior supply chain managers from various pharmaceutical companies in the US with strategies to digitalize their integrated supply chain systems. Data collection included semistructured interviews and publicly available company documents analysis. Data were analyzed using the six-step thematic process, and three themes emerged: (a) constraints in the current supply chain system, (b) digital technology enablers, and (c) sustainable, resilient, and agile supply chain systems. A system model was developed as an outcome of the research. The primary recommendation for pharmaceutical supply chain managers is to identify constraints in the current supply chain system, follow a digital road map using digital enablers and maintain a sustainable, resilient, and agile supply chain system. Implications for positive social change include the potential to improve the delivery and quality of pharmaceutical products needed for patients by not compromising environmental, social, and economic sustainability.
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Abideen, Ahmed Zainul, and Fazeeda Binti Mohamad. "Supply chain lead time reduction in a pharmaceutical production warehouse – a case study." International Journal of Pharmaceutical and Healthcare Marketing 14, no. 1 (2019): 61–88. http://dx.doi.org/10.1108/ijphm-02-2019-0005.

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Purpose The purpose of this study is to apply value stream mapping (VSM) in Malaysian pharmaceutical production warehouse. A current and future state value stream map from the raw material receiving end to the production unit was developed to find out waste and unwanted lead time. It was very much essential to cut down the supply chain lead time at the initial phase as the raw material unloading, sorting, temporary storage and dispatch to production were seen contributing to a huge lead time build-up. Design/methodology/approach The study was initiated with the selection of a product family, construction of the current state map, identification of various wastes and the development of future state map. Findings The expected outcomes of the study include the quantification of wastes, improvement in value-added percentage and lead time reduction. Research limitations/implications The study was carried out in a single pharmaceutical company. The results of the study are deployable and can be functional in similar production organizations. Contrary to common VSMs that capture core production processes, this study provides strong insights that shall help design lean supply chains, especially in the pharmaceutical domain. This paper has also addressed the viability of the lean in the pharmaceutical warehouse and the reduction in lead time to improve demand forecasting, marketing and sales. Practical implications The results of this study have indicated that a significant reduction in pharmaceutical warehouse supply chain lead time is possible as a result of the implementation of VSM from the supply chain’s perspective. Social implications The insights from this study help in understanding the pharmaceutical supply chain risks and their outcomes. Originality/value The paper reports a real-time study conducted in a warehouse of a pharmaceutical organization. Hence, the contributions are original.
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Ciceri, Claudia, Camilla Borsani, Michela Guida, Marco Farinelli, and Federico Caniato. "Impact pathways: navigating risks in the pharmaceutical supply chain – a multi-actor perspective." International Journal of Operations & Production Management 45, no. 13 (2025): 53–62. https://doi.org/10.1108/ijopm-06-2024-0458.

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PurposeThis study aims to comprehensively map and prioritize risks in the pharmaceutical supply chain, focusing on European and North American countries through a multi-actor perspective.Design/methodology/approachThrough a structured literature review on supply chain risk management in the pharmaceutical supply chain, we identified 84 risks. After shortlisting the 15 most critical ones, we applied the analytic hierarchy process to prioritize risks affecting the pharmaceutical supply chain, considering both the perspective of individual actors and the entire supply chain.FindingsThis study first analyzed the pharmaceutical supply chain risk management literature to identify the most critical risks. It then offered a novel perspective on risk prioritization through a multi-actor analytic hierarchy process, revealing how different actors assign varying levels of priority to these risks based on their unique roles and business contexts.Originality/valueRecent disruptions, such as COVID-19 and the Ukraine conflict, reshaped pharmaceutical supply chain risk priorities, revealing a ranking that diverges significantly from the literature. Each supply chain actor prioritized risks differently based on their role, highlighting a fragmented approach and emphasizing the need for more collaborative, systemic risk management. This study introduces new research directions to address unmet, real-world needs within pharmaceutical supply chain risk management.
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Sundarakani, Balan. "Economic Zones World (EZW) – supply chain strategy." Emerald Emerging Markets Case Studies 1, no. 1 (2011): 1–5. http://dx.doi.org/10.1108/20450621111097588.

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Subject area This paper looks at logistics and supply chain strategy. Study level/applicability The paper is appropriate for undergraduate and graduate management students. Case overview By November 2009, realising the competitive pressures created by the regional and global players, Mr Khalid Ahmed, SVP, Economic Zones World (EZW), decided to strategically re-position EZW in the global supply chain map. He knew it would be very challenging in view of changing landscape of international business and he was eager to start formulating his plans. Expected learning outcomes This case can be used to teach logistics and supply chain strategy as well as the understanding of the development of country level strategy. A better understanding of the demographics and geography of UAE is required. Supplementary materials A teaching note is available on request.
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Ahmad, Ilham, Rahmaniar, and Ernawati Jassin. "Logistics Structure Analysis for Selayar Tangerine Supply Chain Mapping." Indonesian Journal of Economic & Management Sciences 2, no. 5 (2024): 847–60. http://dx.doi.org/10.55927/ijems.v2i5.12062.

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Citrus fruits are in demand not only for their freshness, but also for their fiber content as nutrients and vitamins, especially vitamin C and vitamin A, which are beneficial for health. Selayar Islands Regency is a citrus development area in South Sulawesi Province. The citrus crop developed in Selayar Islands Regency is the tangerine variety. Along with the development of the citrus plant area, the population of citrus plants in Selayar Islands Regency increases every year. This study aims to describe the mapping of the Selayar tangerine supply chain structure through logistics cost analysis to map the distribution of income between supply chains. The number of respondents in this study was 45 people. This research uses descriptive analysis with convenience and snowball sampling methods to get an objective picture. This research uses logistics cost analysis using the Activity Based Costing method. The results showed that the levels involved in the supply chain are farmers, collectors, wholesalers, small traders, and consumers. The results of the logistics cost calculation show material handling costs as the highest cost of the entire Selayar tangerine supply chain cost.
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Chiang, Chang-Tang, Tun-Chih Kou, and Tian-Lih Koo. "A Systematic Literature Review of the IT-Based Supply Chain Management System: Towards a Sustainable Supply Chain Management Model." Sustainability 13, no. 5 (2021): 2547. http://dx.doi.org/10.3390/su13052547.

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The concept of sustainability has been highly valued by all aspects of life, while the supply chain plays a critical role in production and logistics. Supply chain management (SCM) is continuously transformed by information technology (IT). The purpose of this study is to review and discuss the effect of information technology-based SCM on sustainability. This paper conducted a systematic literature review by collecting author-anchored keywords from peer-reviewed articles on IT-based supply chain management. A total of 1264 articles and 2575 keywords from eleven supply chain-related journals were analysed with social network analysis. A knowledge map with ten research hot topics was identified. Additionally, a sustainable supply chain management (SSCM) model is developed not only to guide researchers to further understand IT-based SCM topical and structural meanings but also to contribute to enlightening a coherent and rigorous body of theories relevant to academics and supply chain and logistics managers interested in SSCM.
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Hanoum, Syarifa, Mushonnifun Faiz Sugihartanto, and Hana Zuhriya. "Halal Supply Chain Management: A Bibliometric Study." Halal Research Journal 3, no. 2 (2023): 99–117. http://dx.doi.org/10.12962/j22759970.v3i2.734.

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This research aims to provide a literature review using a bibliometric approach to analyze research trends in Halal Supply Chain Management (HSCM). It examines 149 papers from the Scopus and Web of Science databases during 2011-2021. It involves citation and co-citation analysis with the help of VOSviewer software to find out information about research trends, journals, authors, countries, citations, methodology, and the research content. The analysis divides HSCM research into five research clusters: (1) Halal Food Industry; (2) Challenges and Opportunities of Halal Logistics; (3) Integrity Guarantee of Halal Food; (4) Integrity Guarantee of Halal Logistics; (5) Halal Logistics Performance. This study helped to explore halal supply chain management in practice and be useful for researchers and practitioners to know the current development of HSCM research and map the potential topic for future research.
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Wang, Gaofeng, Shuai Li, Zihao Zhang, Yanning Hou, and Changhoon Shin. "A Visual Knowledge Map Analysis of Cross-Border Agri-Food Supply Chain Research Based on CiteSpace." Sustainability 15, no. 14 (2023): 10763. http://dx.doi.org/10.3390/su151410763.

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How to reshape the cross-border agricultural supply chain is a common concern in the global agricultural field. Using the bibliometrics method, 761 studies in the literature were selected from the core database of WOS (Web of Science) to explore research hotspots and development trends in this field, clarify the historical context, and explore future trends. Using the knowledge map visualization software CiteSpace, an in-depth review and visualization analysis of hot topics in this field were conducted. The results showed that since 2017, research in this field has shown a strong development trend. The United States and the University of Wageningen are the field’s most influential country and research institution, respectively. Sustainability is the journal with the highest number of publications in the field. Research hotspots included cross-border agricultural product safety, cross-border agricultural supply chain systematization, and technology integration, and gradually evolved towards the high-quality development of digital intelligence with informatization, digitization, and big data as the main focus. The sustainability of cross-border agricultural supply chains and the resilience of the global food supply system have become the main lines of research in this field.
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Rachmah, Ziyadatul, and Aris Kusumo Diantoro. "Supply Chain Risk Management: Sustainable Waste Management Strategy, Empirical Study at KUPAS Panggungharjo Village." Journal of Business Innovation and Research 1, no. 1 (2022): 57. http://dx.doi.org/10.31315/jubir.v1i1.8034.

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KUPAS Panggungharjo Village is a business unit that manages waste so that it can be reused. Based on the results of field studies, there are several risks that hinder the flow of Supply Chain in KUPAS and also previously in KUPAS itself, risko studies have never been carried out. Therefore, it is necessary to map Supply Chain performance activities and identify risks that exist in supply chain flows in KUPAS. This study aims to identify what risks exist in the Supply Chain flow in KUPAS by using the Supply Chain Operation Refence (SCOR) method to determine the mapping of Supply Chain flows then using the House of Risk method to identify the risks that exist in the Supply Chain flow the one in KUPAS. Data collection techniques use interviews and observations. Interviews were conducted with informants who had been selected from purposive sampling techniques, namely to kupas employees and customers. Based on the results of the study, it is known that the Supply Chain performance is good, it can be seen from the total value of supply chain performance in KUPAS, which is 67.27. Meanwhile, the results of risk identification using the HOR method there are 4 sources of risk in KUPAS.
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Octavia, Chendrasari W., Riana Magdalena, and Wibawa Prasetya. "Implementasi House of Risk dalam Strategi Mitigasi Penyebab Risiko pada Aktivitas di Bagian Produksi PT. XYZ." Jurnal METRIS 20, no. 1 (2021): 58–70. http://dx.doi.org/10.25170/metris.v20i1.2394.

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In the current competitive environment, every company is required to have a strong supply chain network as part of the company's strategy to survive in the company environment. However, the establishment of a strong supply chain network is not a guarantee of risk free. Risk is the impact of an event, an event occurs due to uncertainty that cannot be predicted by stakeholders. In this study aims to identify and map risk events and causes of risk, and provide proposed actions to minimize risk mitigation strategies with the House of Risk approach. The House of Risk approach is part of risk management in the supply chain where this method is able to identify and map risks and events of risk, and provide proposed mitigation strategies. The results of this study obtained 10 risk events and 17 risk causes with the proposed mitigation actions 7 actions.
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Putranesia, T. Ophiyandri, F. A. Ismail, and B. Hidayat. "The pattern of material supply chain in post-disaster reconstruction: a case study in Indonesia’s disaster-prone area." IOP Conference Series: Earth and Environmental Science 1173, no. 1 (2023): 012056. http://dx.doi.org/10.1088/1755-1315/1173/1/012056.

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Abstract:
Abstract The government, the community, or non-governmental organisations can all participate in the reconstruction process after a disaster. The management of material procurement and logistics may entail participation from several stakeholders. It may be crucial to a project’s success in reconstruction. A reliable supply chain is required to guarantee an appropriate building supply. The supply chain for building materials significantly impacts the course and results of reconstruction after a disaster. This study intends to map the post-disaster restoration process’s formation of the construction supply chain pattern. In order to detect potential issues and disturbances that could contribute to the failure of the post-disaster restoration process, the supply chain pattern for building materials is being mapped. The path of the supply chain for construction materials is undoubtedly significantly impacted by post-disaster environmental circumstances. Because it can impact project prices and timelines, the choice of building material suppliers is crucial in construction supply chain management. During the reconstruction process in disaster-affected areas, this research used qualitative approaches by conducting surveys and questionnaires to gather data and facts.
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