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1

Jereb, Borut, Tina Cvahte, and Bojan Rosi. "Mastering supply chain risks." Serbian Journal of Management 7, no. 2 (2012): 271–85. http://dx.doi.org/10.5937/sjm7-1360.

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2

Cavinato, Joseph L. "Supply chain logistics risks." International Journal of Physical Distribution & Logistics Management 34, no. 5 (June 2004): 383–87. http://dx.doi.org/10.1108/09600030410545427.

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Gupta, Sumeet, Mark Goh, Robert De-Souza, Fanwen Meng, and Miti Garg. "Supply Chain Risk Management." International Journal of Information Systems and Supply Chain Management 7, no. 2 (April 2014): 80–101. http://dx.doi.org/10.4018/ijisscm.2014040105.

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Increasing globalization of the supply chains is making them increasingly vulnerable to various supply chain risks. Effective management of these risks is essential to prevent minor as well as major risks that may occur in day-to-day operations of the firm. In this paper an attempt is made to bring out a schema for analyzing supply chain risks faced by the firm and develop a risk management action framework that would serve as a guide for practitioners to identify the level at which their firms are operating and the strategies they need to employ to combat or prevent supply chain risks. The data is collected by means of an online as well as an event survey from logistics managers of various supply chain firms. Indeed Singaporean firms need to properly document these supply chain risks. Moreover, there are gaps in specific areas where Singaporean firms can improve themselves and thus become globally effective corporations.
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Gupta, Sumeet, Mark Goh, Robert De-Souza, Fanwen Meng, and Miti Garg. "Supply Chain Risk Management." International Journal of Information Systems and Supply Chain Management 7, no. 3 (July 2014): 1–23. http://dx.doi.org/10.4018/ijisscm.2014070101.

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Increasing globalization of the supply chains is making them increasingly vulnerable to various supply chain risks. Effective management of these risks is essential to prevent minor as well as major risks that may occur in day-to-day operations of the firm. In this paper an attempt is made to bring out a schema for analyzing supply chain risks faced by the firm and develop a risk management action framework that would serve as a guide for practitioners to identify the level at which their firms are operating and the strategies they need to employ to combat or prevent supply chain risks. The data is collected by means of an online as well as an event survey from logistics managers of various supply chain firms. Indeed Singaporean firms need to properly document these supply chain risks. Moreover, there are gaps in specific areas where Singaporean firms can improve themselves and thus become globally effective corporations.
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5

Iqbal, Mohammed C., and Shalij P.R. "Supply Chain Risk Assessment in the Ornamental Fish Supply Chain." International Journal of System Dynamics Applications 8, no. 2 (April 2019): 36–50. http://dx.doi.org/10.4018/ijsda.2019040103.

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Systematic risk management plays a key role in confronting the emerging challenges of business. A conceptual framework is presented here for the evaluation of risks in the ornamental fish supply chain. With a prolonged study and deliberations with field experts, various types of risks are brought out of the ornamental fish supply chain. From the study, the types of risks associated are clustered into six categories, namely macro level risk, demand risk, supply risk, quality risk, risk on asset and infrastructure and financial risk, to find out the major risks in this supply chain. Friedman's ranked data test is applied to find the significant difference in various risks clustered in the categories. The study allows a supply chain member to develop a clear view of risk related to the entire supply chain. The article can help the members of the ornamental fish supply chain to make use of the study and information to make more efficient and effective supply chain.
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Wieland, Andreas, and Carl Marcus Wallenburg. "Dealing with supply chain risks." International Journal of Physical Distribution & Logistics Management 42, no. 10 (November 2, 2012): 887–905. http://dx.doi.org/10.1108/09600031211281411.

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7

Duong, Linh Nguyen Khanh, Michael Wang, and Robert I. Radics. "Understanding Rural Supply Chain Resilience." International Journal of Sociotechnology and Knowledge Development 13, no. 1 (January 2021): 8–21. http://dx.doi.org/10.4018/ijskd.2021010102.

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Globalisation increases the numbers of involved business partners and distances between origin and destination. It complicates and stretches supply chains. Consequently, supply chains are exposed to higher risks, especially in rural societies where there is limited access to technology and the society is isolated. The research literature of supply chain resilience identified factors contributing to risks, factors counterbalancing risks, and mechanisms to assess the resilience of supply chains. However, there remains a gap in the use of the existing risk and resilience factors to the specific context of the rural supply chain. This research contributes by providing a state-of-the-art review and identifies which factors should be used for the rural supply chains.
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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 (January 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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Barykin, Sergey Yevgenievich, Andrey Aleksandrovich Bochkarev, Olga Vladimirovna Kalinina, and Vladimir Konstantinovich Yadykin. "Concept for a Supply Chain Digital Twin." International Journal of Mathematical, Engineering and Management Sciences 5, no. 6 (December 1, 2020): 1498–515. http://dx.doi.org/10.33889/ijmems.2020.5.6.111.

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There is currently a discussion going on in the scientific community about using digital twins and modeling to manage risks in the supply chains. This need for constructing digital twins is caused by the low reliability and stability of supply chains due to the faults in their operation. These faults are a result of risks in the supply chains which can be consolidated into two types. The first type is operational risks. These are the current risks of the supply chain itself caused by an uncer-tainty of supply and demand as well as by an obstructed flow of information along the supply chain. The second type is critical risks caused by force majeure. These risks disrupt the normal operation of the supply chain and critically reduce the most important performance indicators of the company such as annual income and profits. Risks happen due to natural or man-made causes such as fires and floods in the distribution centers or at production facilities, legal disputes with sup-pliers, strikes, terrorist attacks on logistics facilities and others. Dynamic simulation and analytical optimization are two dominant technologies for managing risks of the supply chains, which helps to increase their reliability and stability if failures occur. Through optimizing and simulating of the supply chains, companies can generate new information about the impact of failure and influence the supply chain and its performance by looking at various scenarios that simulate the locations of failures, the duration and recovery policies. An analysis of the literary sources shows that there is no single approach to build the concept for a supply chain digital twin. This article gives an overview of the literature according to this problem and offers the author's point of view on the concept for a supply chain digital twin.
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10

Ding, Ran. "The Research and Management Strategies of Supply Chain Risks." Applied Mechanics and Materials 644-650 (September 2014): 5523–27. http://dx.doi.org/10.4028/www.scientific.net/amm.644-650.5523.

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The competition between supply chains is increasingly fierce on the current, supply chain risk management is got more attention by people. This paper elaborates definitions and meaning of the supply chain risk and supply chain risk management at first, followed by the classification of supply chain risk factors whose features are analyzed and compared thereafter. In the last, the paper proposes countermeasures and suggestions on supply chain risk management, which provides a useful reference for the future studies.
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11

Raghunath, K. Madhu Kishore, and S. Lakshmi Tulasi Devi. "Supply Chain Risk Management." International Journal of Information Systems and Supply Chain Management 11, no. 3 (July 2018): 87–104. http://dx.doi.org/10.4018/ijisscm.2018070105.

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This article describes how as mankind has been ever-evolving, so are their needs, growing in leaps and bounds. Risk management in supply chains have become a prerequisite as it involves a series of steps like procuring, processing, and distribution, where risk has to be managed. Given the advent of technology and transformation of supply chain management from traditional to modern methods, a lot has changed, and of course with ever-evolving technology, the organisations have become adept at handling risks associated with many factors within the organisation and outside the organisation. In this article, the authors will analyse the percentage impact of external and internal supply chain risk factors on various supply chain decisions, and also project various tools available to mitigate Supply chain risks.
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12

Lockamy III, Archie. "Assessing disaster risks in supply chains." Industrial Management & Data Systems 114, no. 5 (June 3, 2014): 755–77. http://dx.doi.org/10.1108/imds-11-2013-0477.

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Purpose – As organizations increase their dependence on supply chain networks, they become more susceptible to their suppliers’ disaster risk profiles, as well as other categories of risk associated with supply chains. Therefore, it is imperative that supply chain network participants are capable of assessing the disaster risks associated with their supplier base. The purpose of this paper is to assess the supplier disaster risks, which are a key element of external risk in supply chains. Design/methodology/approach – The study participants are 15 automotive casting suppliers who display a significant degree of disaster risks to a major US automotive company. Bayesian networks are used as a methodology for examining the supplier disaster risk profiles for these participants. Findings – The results of this study show that Bayesian networks can be effectively used to assist managers in making decisions regarding current and prospective suppliers vis-à-vis their potential revenue impact as illustrated through their corresponding disaster risk profiles. Research limitations/implications – A limitation to the use of Bayesian networks for modeling disaster risk profiles is the proper identification of risk events and risk categories that can impact a supply chain. Practical implications – The methodology used in this study can be adopted by managers to assist them in making decisions regarding current or prospective suppliers vis-à-vis their corresponding disaster risk profiles. Originality/value – As part of a comprehensive supplier risk management program, organizations along with their suppliers can develop specific strategies and tactics to minimize the effects of supply chain disaster risk events.
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13

Brusset, Xavier, and Christoph Teller. "Supply chain capabilities, risks, and resilience." International Journal of Production Economics 184 (February 2017): 59–68. http://dx.doi.org/10.1016/j.ijpe.2016.09.008.

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14

Tsai, Chih-Yang. "On supply chain cash flow risks." Decision Support Systems 44, no. 4 (March 2008): 1031–42. http://dx.doi.org/10.1016/j.dss.2007.12.006.

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15

Rosales, Fabricio Pini, Pedro Carlos Oprime, Annie Royer, and Mario Otávio Batalha. "Supply chain risks: findings from Brazilian slaughterhouses." Supply Chain Management: An International Journal 25, no. 3 (December 19, 2019): 343–57. http://dx.doi.org/10.1108/scm-03-2019-0130.

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Purpose The purpose of this paper is to identify the risks to which agrifood supply chains are exposed and to analyze how these risks impact the degree of coordination of the chain. Design/methodology/approach The present investigation was executed in two steps. Initially, a literature review and interviews with slaughterhouse managers were carried out to identify the main risks to which agrifood supply chains are exposed. The second step consisted of a survey involving 66 Brazilian slaughterhouses to identify how the perception of risks influences the degree of coordination in the examined chains. Findings The study revealed that risks, transaction costs and creation of collaborative advantages are determining factors in defining the degree of coordination in the analyzed agrifood supply chains. Practical implications The results allow slaughterhouse managers to more easily recognize the risks to which the supply chains are exposed and evaluate in more detail strategies for relationships with their suppliers. These strategies may be able to avoid conflict and create value for the supplier by stimulating longer relationships and facilitating animal purchase transactions for slaughter. This can lead to quality improvements, lower costs and reduced risk. Originality/value Studies of risks in agrifood supply chains are rare in comparison with those developed in other sectors. The present investigation is innovative in identifying the main risks specific to agrifood supply chains and associating those risks with a degree of coordination that minimizes them.
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Junaid, Muhammad, Ye Xue, Muzzammil Wasim Syed, Ji Zu Li, and Muhammad Ziaullah. "A Neutrosophic AHP and TOPSIS Framework for Supply Chain Risk Assessment in Automotive Industry of Pakistan." Sustainability 12, no. 1 (December 24, 2019): 154. http://dx.doi.org/10.3390/su12010154.

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Risk is inherent in all parts of life and brings consequences, but when it specifically emerges in supply chains, it is susceptible. Therefore, this study aims at identifying and assessing supply chain risks and developing criteria for managing these risks. Supply chain (SC) risks consist of complex, uncertain, and vague information, but risk assessment techniques in the literature have been unable to handle complexity, uncertainty, and vagueness. Therefore, this study presents a holistic approach to supply chain risk management. In this paper, neutrosophic (N) theory is merged with the analytic hierarchy process (AHP) and technique for order of preference by similarity to ideal solution (TOPSIS) to deal with complexity, uncertainty, and vagueness. Then the proposed methodology is practically implemented through a case study on the automotive industry. SC resilience, SC agility, and SC robustness were selected as criteria for managing supply chain risks and analyzed using N-AHP. Furthermore, seventeen risks were identified and assessed by using N-TOPSIS. Results suggest supply chain resilience is the most important criterion for managing supply chain risks. Moreover, supplier delivery delays, supplier quality problems, supplier communication failures, and forecasting errors are the most vulnerable risks that occur in supply chains of the automotive industry in Pakistan.
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Maslarić, Marinko, Nikolina Brnjac, and Drago Bago. "Intermodal Supply Chain Risk Management." Journal of Maritime & Transportation Science 52, no. 1 (December 2016): 11–31. http://dx.doi.org/10.18048/2016.52.01.

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Efficient and secure global supply chains contribute to the Improvement of the competitiveness of the products traded on international markets by reducing their costs and delivery time while increasing the reliability and security. Global supply chains are unthinkable without transport integration, which is usually accomplished through the form of intermodal transport systems. Intermodal transport systems are much more complex than the unimodal ones due to the number of stakeholders, included transportation resources, infrastructure and processes, which in case of poor coordination in the planning, organization and implementation of transport chain logistic activities can lead to increased supply chain vulnerability. Therefore, the main challenge in the functioning of intermodal transport operations in supply chains is to increase their efficiency taking into account the problems of associated risks. The current initiatives on the topic of identification and management of risks in the intermodal supply chains do not provide a complete and clear picture of the potential problems which the intermodal supply chains are exposed to. Hence, the purpose of this paper, which is based on the literature review of the model of the intermodal transport system structure and models of risk management in supply chains in general, is to provide a framework for a holistic Consideration of risks in intermodal supply chains, which can lead to the improvement of their efficiency and competitiveness.
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Daniela, Mocenco. "Supply Chain Management Risks: the A350 Development Program." International Journal of Operations Management 1, no. 3 (2021): 7–16. http://dx.doi.org/10.18775/ijom.2757-0509.2020.13.4001.

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In order to respond to the market demands and create additional value for customers and airlines, Airbus decided to develop a new member of its wide-body Family, Airbus A350 XWB. The A350XW’s benefits of the new manufacturing and assembly techniques, applied on other aircraft of the Airbus Family, such as the A330 and the A380. It also utilizes a supply chain based on the lessons learned over the time from other programs. The paper analyzes the structure of A350 supply chain, describes Airbus’s challenges for managing this supply chain, and highlights some key lessons that could be taken into consideration for the next supply chains of the new product development.
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Tian, Qi, and Weihong Guo. "Reconfiguration of manufacturing supply chains considering outsourcing decisions and supply chain risks." Journal of Manufacturing Systems 52 (July 2019): 217–26. http://dx.doi.org/10.1016/j.jmsy.2019.04.005.

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20

Ahmad, Shafiq, Muhammad Arfan Hadyait, and Muhammad Mohsin Rashid. "Effect Of Supply Chain Risk Management On Organization Performance: A Case Study Of National Foods Manooabad Muridke District Sheikhupura." International Journal of social Sciences and Economic Review 1, no. 1 (May 19, 2019): 1–7. http://dx.doi.org/10.36923/ijsser.v1i1.22.

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Purpose: Previously there are many studies that focused on risk management in general context and little attention was paid on how supply chain risks management effects an organization profit and performance. The main aim of our study to explore the effect of supply chain risk management on organization performance in national foods Manooabad Muridke district Sheikhupura. Methodology: This study conducted in National foods Manooabad Muridke. Data were collected by using questioner from the employees of National foods Manooabad Muridke. SPSS 22 (Statistical package for social sciences) was used to analyze the collected data. Main Findings: This study is an attempt to check the effects of supply chain risk management variables to the performance of the organization. Three main supply chain risk management variables were identified namely, supply chain risk identification, supply chain risk sources and supply chain risk mitigation. We find that risk register method is mainly used for the identification of risks in the supply chain at any level. The most important risks of our study that are supplier risks, environmental risks, political risks, markets risks, warehousing risks, and financial risks. In mitigation strategies that are good to mitigate the risk in supply chain risk avoidance measures, risk control measures and risk cooperation measures. Applications: We concluded that it is important for an organization to identify risks proactively as early as possible in the decision-making process. Different types of risks need to be identified in all process of supply chains. After all the identification of risks, the organization needs to be mitigated these risks by using different mitigate strategies plan. Originality: In the future, this study will be helpful for many organizations which deal with food items consumed by people. As in this study, we worked on supply chain risks and their management before many studies were conducted generally on risk management so this study especially focused on supply chain risks. There is a need to conduct more study in this regard in different industries so better information available to people to control risks in supply chain management.
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van den Brink, Susan, René Kleijn, Benjamin Sprecher, and Arnold Tukker. "Identifying supply risks by mapping the cobalt supply chain." Resources, Conservation and Recycling 156 (May 2020): 104743. http://dx.doi.org/10.1016/j.resconrec.2020.104743.

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22

Prasanna Venkatesan, S., and S. Kumanan. "Supply Chain Risk Prioritization Using a Hybrid MCDM Approach." Advanced Materials Research 488-489 (March 2012): 406–10. http://dx.doi.org/10.4028/www.scientific.net/amr.488-489.406.

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In recent years, supply chains have become increasingly vulnerable to risks resulting in poor financial performance and customer service. Managing the supply chain risks is a challenging task. Resilience and responsiveness based strategies are being attempted to build a robust supply chain. To select the appropriate mitigation strategies, supply chain risks are to be prioritized. Supply chain risk prioritization is a Multi Criteria Decision Making (MCDM) problem. MCDM models for supply chain risk prioritization needs attention. In this research, a hybrid Analytic Hierarch Process (AHP) and Preference Ranking Organization METHod for Enrichment Evaluation (PROMETHEE) approach is proposed for supply chain risk prioritization. A case example of a typical tractor industry is presented to illustrate the performance of the proposed approach.
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Caldwell, Nigel, Christine Harland, Philip Powell, and Jurong Zheng. "Impact of e-business on perceived supply chain risks." Journal of Small Business and Enterprise Development 20, no. 4 (October 28, 2013): 688–715. http://dx.doi.org/10.1108/jsbed-12-2011-0036.

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Purpose – The purpose of this paper is to understand the risks managers and individual supply chains perceive from e-business. Design/methodology/approach – This research takes a long-term, staged view of the risks managers and individual supply chains perceive from e-business. By taking a two-stage approach, investigating four supply chains at a three year interval, the research considers perceived risks from e-business and the extent to which these risks obtained. Findings – E-business has the potential to deliver substantial benefits, but it also involves new and different risks. This research finds that small firms (SMEs) adopted a “watching brief” rather than implemented e-business. Between the two studies it emerges that e-business can support rather than detract from inter-organisational relationships. Global forces are in evidence in terms of low cost competition, but low cost competitors are not e-enabled. Research limitations/implications – Limitations, pragmatism and opportunism in the sampling is acknowledged. For example, the work and concepts that led to the expectation of e-business dominating and decimating industrial supply chains may have been based in chains more open to external forces than the ones examined here. Further research is required that identifies the minimum critical mass necessary to retain national manufacturing capacity at a chain or sector level, and empirical work is needed on the suggested link between supply chain stability and certainty of payment. The cases here are based on four UK supply chains, so various chain forms are likely to have been excluded. Originality/value – This research, by taking a staged approach and going back to the same chain and reviewing perceived risks, identifies how the build up of numerous – but small – events, for example factory closures, can aggregate over time to be just as significant as high profile, headline-worthy risks. Methods that produce a snapshot such as a one-off survey may be inadequate for fully exploring an area such as risk. Especially if the risks are hard to assess and are biased toward high profile events – catastrophic risks rather than accumulations of smaller, less noticeable risks.
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Jahre, Marianne. "Humanitarian supply chain strategies – a review of how actors mitigate supply chain risks." Journal of Humanitarian Logistics and Supply Chain Management 7, no. 2 (August 7, 2017): 82–101. http://dx.doi.org/10.1108/jhlscm-12-2016-0043.

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Purpose The purpose of this paper is to link humanitarian logistics (HL) and supply chain risk management (SCRM) to provide an understanding of risk mitigation strategies that humanitarian organisations use, or could use, to improve their logistics preparedness. Design/methodology/approach Based on systematic reviews of RMS in SCRM and supply chain strategies (SCS) in HL literature, a framework is developed and used to review published case studies in HL. Findings The study finds that humanitarian actors use a number of the strategies proposed in the framework, particularly those related to strategic stocks, postponement, and collaboration. Strategies related to sourcing and procurement, however, especially those on supplier relationships, seem to be lacking in both research and practice. Research limitations/implications The study is based on secondary data and could be further developed through case studies based on primary data. Future studies should explore the generalisability of the findings. Practical implications Practitioners can use the framework to identify potential new SCS and how strategies can be combined. Findings can help them to understand the abnormal risks of main concern, how they may impact normal risks, and provide ideas on how to tackle trade-offs between different risks. Social implications The results can support improvements in humanitarian supply chains, which will provide affected people with rapid, cost-efficient, and better-adapted responses. Originality/value The paper connects SCRM and HL to develop a framework and suggests propositions on how humanitarian actors can mitigate supply chain risks. Questioning the focus on strategic stock it suggests complementary or alternative strategies for improving logistics preparedness.
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Imbiri, Soleman, Raufdeen Rameezdeen, Nicholas Chileshe, and Larissa Statsenko. "A Novel Taxonomy for Risks in Agribusiness Supply Chains: A Systematic Literature Review." Sustainability 13, no. 16 (August 17, 2021): 9217. http://dx.doi.org/10.3390/su13169217.

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Agribusiness supply chain (ASC) risk is currently a major business problem throughout the world. The current trend of globalisation has affected every business, and supply chain risks have become a concern in logistics and other business processes. Current risk management strategies must address a variety of global and local challenges. To tackle this issue, existing research has analysed risks in agrifood supply chains, ASC risk management, disruption in ASCs, risk assessments of agriculture supply chains and sources of risk facing an agricultural supply chain. However, the existing research has not defined and categorised risks as a basis for managing risks in ASCs. Therefore, the definition and categorisation of risks in the ASC has been overlooked. To address this gap, this paper undertakes a systematic literature review, offering constructs to define and categorise risks in ASCs, and develops a novel taxonomy in ASC risks to enrich future research on ASC risk management. Sixty-one articles from six databases published between 2000 and 2020 underwent descriptive and thematic analysis.
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Kwak, Dong-Wook, Vasco Sanchez Rodrigues, Robert Mason, Stephen Pettit, and Anthony Beresford. "Risk interaction identification in international supply chain logistics." International Journal of Operations & Production Management 38, no. 2 (February 5, 2018): 372–89. http://dx.doi.org/10.1108/ijopm-03-2016-0121.

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Purpose International supply chains can be severely disrupted by failures in international logistics processes. Therefore, an understanding of international logistics risks, or causes of failure, how these may interact with each other and how they can be mitigated are imperatives for the smooth operation of international supply chains. The purpose of this paper is to specifically investigate the interactions between international logistics risks within the prevailing structures of international supply chains and highlights how these risks may be inter-connected and amplified. A new dynamic supply chain logistics risk analysis model is proposed which is novel as it provides a holistic understanding of the risk event interactivity. Design/methodology/approach The paper applies interpretive structural modelling to data collected from a survey of leading supply chain practitioners, in order to analyse their perspectives of risk elements and interactions. The risk elements and their contextual relationship were derived empirically through the use of focus groups and subsequent Delphi study. The two stages of the research rely on experts’ views on risk events and clusters and the level of interactions among those clusters. Findings A key finding of this research is that supply chain practitioner’s perception of risk consists of inter-connected four levels: value streams risks; information and relationship risks; risks in international supply chain activities; and external environment. In particular, since level 2 risk creates feedback loops of risks, risk management at level 2 can dampen the amplification effect and the strength of the interactions. Practical implications Several managerial implications are drawn. First, the research guides managers in the identification and evaluation of risk events which can impact the performance of their international logistics supply chain operations. Second, evidence is presented that supports the proposition that the relationships with trading partners and LSPs, and the degree of logistics information exchange, are critical to prevent, or at least mitigate, logistics risks which can substantially affect the responsiveness of the international supply chain. Originality/value The main contribution to knowledge that this study offers to the literature on supply chain risk management is the development of a supply chain logistics risk analysis model which includes both risk elements and interactions. The research demonstrates the importance of taking into account risk interactions in the process of identification and evaluation of risk events.
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Syed, Muzzammil Wasim, Ji Zu Li, Muhammad Junaid, Xue Ye, and Muhammad Ziaullah. "An Empirical Examination of Sustainable Supply Chain Risk and Integration Practices: A Performance-Based Evidence from Pakistan." Sustainability 11, no. 19 (September 27, 2019): 5334. http://dx.doi.org/10.3390/su11195334.

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In today’s emerging environment sustainable supply chain risks play a vital role in firms’ performance more than ever, because risks tend to disrupt sustainable operations, which ultimately reduces a firm’s performance, but these risks can be managed through supply chain integration practices, which leads to higher firms’ performance. Therefore, this paper examines the relationship between sustainable supply chain risks, supply chain integration, and firm’s financial performance. This study employs 296 survey observations along with financial data of published annual statements to estimate the quantitative causal-effects of three dimensions of sustainable supply chain risks on supply chain integration and financial performance. The findings of the study suggest that sustainable internal business process risks, sustainable supply risks, and sustainable demand risks have a negative relationship with supply chain integration. Furthermore, results of the study explored that all the three supply chain integration practices have a positive impact on firms’ financial performance, which suggests that implementing supply chain integration practices reduces the effect of supply chain risks and increases the firm’s performance.
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Hosseini, L., R. Tavakkoli-Moghaddam, B. Vahdani, S. M. Mousavi, and R. Kia. "Using the Analytical Network Process to Select the Best Strategy for Reducing Risks in a Supply Chain." Journal of Engineering 2013 (2013): 1–9. http://dx.doi.org/10.1155/2013/375628.

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This paper considers four types of the most prominent risks in the supply chain. Their subcriteria and relations between them and within the network are also considered. In a supply chain, risks are mostly created by fluctuations. The aim of this study is to adopt a strategy for eliminating or reducing risks in a supply chain network. Having various solutions helps the supply chain to be resilient. Therefore, five alternatives are considered, namely, total quality management (TQM), leanness, alignment, adaptability, and agility. This paper develops a new network of supply chain risks by considering the interactions between risks. Perhaps, the network elements have interacted with some or all of the factors (clusters) or subfactors. We constitute supply chain risks in the analytic network process (ANP), which attracted less attention in the previous studies. Most of the studies about making a decision in supply chains have been applied in analytic hierarchy process (AHP) network. The present study considers the ANP as a well-known multicriteria decision making (MCDM) technique to choose the best alternative, because of the interdependency and feedbacks of different levels of the network. Finally, the ANP selects TQM as the best alternative among the considered ones.
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Kacar, Sefer Burak, Bülent Sezen, and Hakan Kitapçi. "An Empirical Examination of Supply Chain Sustainability in Turkish Automotive Sector: Using the PLS-SEM Approach." International Business Research 11, no. 1 (December 1, 2017): 44. http://dx.doi.org/10.5539/ibr.v11n1p44.

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In today’s dynamic environment, it has become a necessity for firms to better control their supply chain operations against supply chain vulnerabilities. Little consideration has been paid to the relationship between business environment, supply chain risks, supply chain vulnerability, supply chain performance and sustainability. Hence, we aim with this study to unveil the influence of supply chain variables on supply chain performance and sustainability. The proposed model consists of 10 hypotheses to disclose the relationship between 6 main constructs; Supply Chain Uncertainty, Supply Chain Risks, Supply Chain Performance, Collaborative Planning Systems, Vulnerability, and Supply Chain Sustainability. The hypotheses are validated by empirical study with 213 domestic and foreign automotive companies operating in Turkey. The results of this study indicate that supply chain sustainability is primarily affected by supply chain performance and collaborative planning systems. The findings of this study could provide the necessary point of view for the managers working in supply chain management area to comprehend the dynamics behind sustainable supply chains.
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Shahbaz, M. S., S. Sohu, F. Z. Khaskhelly, A. Bano, and M. A. Soomro. "A Novel Classification of Supply Chain Risks: A Review." Engineering, Technology & Applied Science Research 9, no. 3 (June 8, 2019): 4301–5. http://dx.doi.org/10.48084/etasr.2781.

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Every organization is a complex supply chain system. If any fragment of this supply chain is disturbed, it will directly affect the entire structure. Numerous studies have been conducted to categorize the supply chain risk sources, but very few available cover all types of risks. This study did an extensive literature review and content analysis on the subject. A supply chain is the flow of information, material, and money starting from suppliers and ending to end-users. To cover all types of risks, risk sources must be based on three perspectives: (i) internal to the firm, (ii) external to the firm but internal to the supply chain, and (iii) external to the supply chain. Risks can be categorized into seven types under these three perspectives. Regarding internal risks, three types of risks come from the supply side, process side, and demand side, while these members of the supply chain are connected with the supply affected by logistic side risks, finance side risks, and collaboration side risks. The external environment also affects the supply chain so the seventh type of risks comes from environmental side risks. This study extends the literature of supply chain risk management by identifying new risk sources. This study will help the managers to understand what kind of risks can affect their supply chain. Future study can be conducted to empirically verify these risks sources.
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Ulhaq, Irfan, Kevin Titus Kuruvilla, Mathews Nkhoma, Hanh Hong Vu, and Ngan Truong Tuyet. "INFORMATION SECURITY RISKS IN SUPPLY CHAIN MANAGEMENT:." International Journal of Information Systems and Engineering 4, no. 2 (November 30, 2016): 58–68. http://dx.doi.org/10.24924/ijise/2016.11/v4.iss2/58.68.

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32

Rao, Shashank, and Thomas J. Goldsby. "Supply chain risks: a review and typology." International Journal of Logistics Management 20, no. 1 (May 22, 2009): 97–123. http://dx.doi.org/10.1108/09574090910954864.

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33

Zou, Patrick X. W., and Paul Couani. "Managing risks in green building supply chain." Architectural Engineering and Design Management 8, no. 2 (May 2012): 143–58. http://dx.doi.org/10.1080/17452007.2012.659507.

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Karningsih, P. D., D. Anggrahini, N. Kurniati, M. Suef, A. R. Fachrur, and N. Syahroni. "Mapping Risks of Indonesian Tuna Supply Chain." IOP Conference Series: Materials Science and Engineering 337 (April 2018): 012035. http://dx.doi.org/10.1088/1757-899x/337/1/012035.

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Pfohl, Hans‐Christian, Philipp Gallus, and David Thomas. "Interpretive structural modeling of supply chain risks." International Journal of Physical Distribution & Logistics Management 41, no. 9 (October 11, 2011): 839–59. http://dx.doi.org/10.1108/09600031111175816.

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36

K. Roehrich, Jens, Johanne Grosvold, and Stefan U. Hoejmose. "Reputational risks and sustainable supply chain management." International Journal of Operations & Production Management 34, no. 5 (April 28, 2014): 695–719. http://dx.doi.org/10.1108/ijopm-10-2012-0449.

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37

Parast, Mahour Mellat, and Nachiappan Subramanian. "An examination of the effect of supply chain disruption risk drivers on organizational performance: evidence from Chinese supply chains." Supply Chain Management: An International Journal 26, no. 4 (January 22, 2021): 548–62. http://dx.doi.org/10.1108/scm-07-2020-0313.

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Purpose This paper aims to examine the relationship of supply chain disruption risk drivers to supply chain performance and firm performance outcomes. Design/methodology/approach Four disruption risk drivers for a supply chain are identified, namely, demand disruption risk, supply disruption risk, process disruption risk and environment disruption risk. A cross-sectional survey was developed and data was collected from 315 Chinese firms to determine the relationship of supply chain disruption risks to supply chain performance and firm performance. Findings The empirical findings show that supply disruption risks and process disruption risks have a significant impact on supply chain performance. In addition, this paper shows that supply disruptions, demand disruptions and process disruptions are significantly related to firm performance. This paper shows that supply chain disruption risks have different effects on supply chain performance and firm performance. Managers should be aware that disruption risk drivers can have an impact on firm performance that is different from their impact on supply chain performance. An important finding of the study is that the magnitude of the impact of disruption risks on supply chain performance is greater on the upstream side of the supply chain than on the downstream side of the supply chain. Originality/value This is one of the early studies to examine the effect of supply chain disruption risk drivers on both firm performance and supply chain performance. An important finding of the study is that the magnitude of the impact of disruption risks on supply chain performance is greater on the upstream side of the supply chain than on the downstream side of the supply chain.
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Marshall, Alasdair, Hamdi Bashir, Udechukwu Ojiako, and Maxwell Chipulu. "A Machiavellian behavioural framing of social conflict risks in supply chains." Management Research Review 41, no. 11 (November 19, 2018): 1290–308. http://dx.doi.org/10.1108/mrr-01-2018-0022.

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PurposeThis conceptual paper aims to explore how supply chain managers deal with social threats to supply chains, in the process of demonstrating the potency of a largely neglected strand of realist social theory. This theory, as posited, sheds a great deal of light on the behavioural reality of how supply chain managers operate within the social aspects of their risk environments.Design/methodology/approachThe paper is presented as a narrative synthesis of classical realist sociological literature.FindingsThe Machiavellian approach provides a template that can be used to help academics and practitioners understand how and why supply chain managers orient themselves to the social threats they confront in very different ways. The theory’s contention that the behavioural reality can be subdivided between two basic patterns allows it to serve as a constructively simple template for becoming attuned to ways in which supply chain managers socially construct and act within their social threat environments.Research limitations/implicationsThe growing social complexity of supply chains gives behavioural responses a complexity reduction function. The authors theorise that such patterns, once activated, may not necessarily adapt rationally as guides to optimise the chance of success against the full range of social threats they are likely to encounter.Originality/valueCross-disciplinary supply chain management research is increasingly drawing upon sociology and behavioural science to facilitate greater understanding of not only the supply chain environment but also the roles of supply chain managers as relationship influencers and managers of conflict. The authors posit that Machiavellian–realist social theory can contribute to supply chain management scholarship by offering a constructively simple approach to evaluate the behavioural realities associated with social threats.
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McMaster, May, Charlie Nettleton, Christeen Tom, Belanda Xu, Cheng Cao, and Ping Qiao. "Risk Management: Rethinking Fashion Supply Chain Management for Multinational Corporations in Light of the COVID-19 Outbreak." Journal of Risk and Financial Management 13, no. 8 (August 4, 2020): 173. http://dx.doi.org/10.3390/jrfm13080173.

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Through an international business risk management lens, the widespread and catalytic implications of the 2020 COVID-19 pandemic on the supply chains (SCs) of fashion multinational corporations (MNC) are analyzed to contribute to existing research on supply chain management (SCM). While a movement towards agile, networked supply chain models had been in consideration for many firms prior to the outbreak, the pandemic highlights issues inherent in supply chains that employ concentrated production. We examined the current state of fashion supply chains, risks that have arisen historically and recently, and existing risk mitigation methods. We found that while lean supply chain management is primarily favored for its cost and waste reduction advantages, the structure is limited by the lack of supply chain transparency that results as well as the increasing demand volatility observed even before the COVID-19 outbreak. Although this problem might exist in the agile supply chain, agile supply chains combat this by focusing on enhancing communication and buyer-supplier relationships to improve information exchange. However, this structure also entails an associated increase in inventory and inventory costs. The COVID-19 pandemic has caused supply and demand disruptions which have resonating effects on supply chain activities and management, indicating a need to build flexibility to mitigate epidemic and demand risks. To address this, several strategies that firms can adopt to control for such risks are outlined and key areas for further research are identified which consider parties both upstream and downstream of the fashion supply chain.
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Wu, Qun. "Cluster Supply Chain Risk and its Governance." Applied Mechanics and Materials 63-64 (June 2011): 260–63. http://dx.doi.org/10.4028/www.scientific.net/amm.63-64.260.

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Cluster supply chain risk contains weakened supply chain risks in cluster environment and suppressed cluster risks under the effect of supply chain. It has own risk system of unique characteristics, which is different from the supply chain risk and cluster risk. This paper is to discover and analyze operational risks of cluster supply chain networks on the basis of fully understand in their characteristics and the types ,and propose network governance to deal with and to avoid the cluster supply chain risks.
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Colicchia, Claudia, Alessandro Creazza, and David A. Menachof. "Managing cyber and information risks in supply chains: insights from an exploratory analysis." Supply Chain Management: An International Journal 24, no. 2 (March 11, 2019): 215–40. http://dx.doi.org/10.1108/scm-09-2017-0289.

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Purpose The purpose of this paper is to explore how companies approach the management of cyber and information risks in their supply chain, what initiatives they adopt to this aim, and to what extent along the supply chain. In fact, the increasing level of connectivity is transforming supply chains, and it creates new opportunities but also new risks in the cyber space. Hence, cyber supply chain risk management (CSCRM) is emerging as a new management construct. The ultimate aim is to help organizations in understanding and improving the CSCRM process and cyber resilience in their supply chains. Design/methodology/approach This research relied on a qualitative approach based on a comparative case study analysis involving five large multinational companies with headquarters, or branches, in the UK. Findings Results highlight the importance for CSCRM to shift the viewpoint from the traditional focus on companies’ internal information technology (IT) infrastructure, able to “firewall themselves” only, to the whole supply chain with a cross-functional approach; initiatives for CSCRM are mainly adopted to “respond” and “recover” without a well-rounded approach to supply chain resilience for a long-term capacity to adapt to changes according to an evolutionary approach. Initiatives are adopted at a firm/dyadic level, and a network perspective is missing. Research limitations/implications This paper extends the current theory on cyber and information risks in supply chains, as a combination of supply chain risk management and resilience, and information risk management. It provides an analysis and classification of cyber and information risks, sources of risks and initiatives to managing them according to a supply chain perspective, along with an investigation of their adoption across the supply chain. It also studies how the concept of resilience has been deployed in the CSCRM process by companies. By laying the first empirical foundations of the subject, this study stimulates further research on the challenges and drivers of initiatives and coordination mechanisms for CSCRM at a supply chain network level. Practical implications Results invite companies to break the “silos” of their activities in CSCRM, embracing the whole supply chain network for better resilience. The adoption of IT security initiatives should be combined with organisational ones and extended beyond the dyad. Where applicable, initiatives should be bi-directional to involve supply chain partners, remove the typical isolation in the CSCRM process and leverage the value of information. Decisions on investments in CSCRM should involve also supply chain managers according to a holistic approach. Originality/value A supply chain perspective in the existing scientific contributions is missing in the management of cyber and information risk. This is one of the first empirical studies dealing with this interdisciplinary subject, focusing on risks that are now very high in the companies’ agenda, but still overlooked. It contributes to theory on information risk because it addresses cyber and information risks in massively connected supply chains through a holistic approach that includes technology, people and processes at an extended level that goes beyond the dyad.
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Urciuoli, Luca, and Juha Hintsa. "Differences in security risk perceptions between logistics companies and cargo owners." International Journal of Logistics Management 27, no. 2 (August 8, 2016): 418–37. http://dx.doi.org/10.1108/ijlm-02-2014-0034.

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Purpose – Supply chain stakeholders may perceive security risks differently and thereby misalign mitigation strategies. Hence, causing weak spots in supply chains and thereby disruptions. The purpose of this paper is to determine whether supply chain companies actually perceive security risks and effectiveness of mitigation strategies differently. Design/methodology/approach – Two survey studies measuring perception of security risks and effectiveness of measures have been developed and used to collect data from European and Latin American companies, grouped as cargo owners and logistics companies. Findings – The findings of the surveys unveil that only two (out of six) security risks, namely, violation of customs non-fiscal regulations and illegal immigration, show significant differences between the two groups of companies. In addition, the surveys show that companies perceive equally the effectiveness of security measures. This study concludes that supply chains seem to have good visibility over the security risks of their partners. Hence, in terms of security, supply chain companies seem to have achieved a common understanding of risks and furthermore are able to act jointly to secure assets and operations. Originality/value – Previous research claim supply chain stakeholders may perceive risks differently and thereby may fail to correctly align mitigation strategies. Yet, to the authors knowledge, previous research has not empirically demonstrated these differences in perceptions of risks and mitigation strategies.
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43

Vilko, Jyri, and Jukka Hallikas. "Origin and impact of supply chain risks affecting supply security." International Journal of Shipping and Transport Logistics 4, no. 2 (2012): 110. http://dx.doi.org/10.1504/ijstl.2012.046190.

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44

Pournader, Mehrdokht, Kristian Rotaru, Andrew Philip Kach, and Seyed Hossein Razavi Hajiagha. "An analytical model for system-wide and tier-specific assessment of resilience to supply chain risks." Supply Chain Management: An International Journal 21, no. 5 (August 8, 2016): 589–609. http://dx.doi.org/10.1108/scm-11-2015-0430.

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Purpose Based on the emerging view of supply chains as complex adaptive systems, this paper aims to build and test an analytical model for resilience assessment surrounding supply chain risks at the level of the supply chain system and its individual tiers. Design/methodology/approach To address the purpose of this study, a multimethod research approach is adopted as follows: first, data envelopment analysis (DEA) modelling and fuzzy set theory are used to build a fuzzy network DEA model to assess risk resilience of the overall supply chains and their individual tiers; next, the proposed model is tested using a survey of 150 middle- and top-level managers representing nine industry sectors in Iran. Findings The survey results show a substantial variation in resilience ratings between the overall supply chains characterizing nine industry sectors in Iran and their individual tiers (upstream, downstream and organizational processes). The findings indicate that the system-wide characteristic of resilience of the overall supply chain is not necessarily indicative of the resilience of its individual tiers. Practical implications High efficiency scores of a number of tiers forming a supply chain are shown to have only a limited effect on the overall efficiency score of the resulting supply chain. Overall, our research findings confirm the necessity of adopting both the system-wide and tier-specific approach by analysts and decision makers when assessing supply chain resilience. Integrated as part of risk response and mitigation process, the information obtained through such analytical approach ensures timely identification and mitigation of major sources of risk in the supply chains. Originality/value Supply chain resilience assessment models rarely consider resilience to risks at the level of individual supply chain tiers, focusing instead on the system-wide characteristics of supply chain resilience. The proposed analytical model allows for the assessment of supply chain resilience among individual tiers for a wide range of supply chain risks categorized as upstream, downstream, organizational, network and external.
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Strohmandl, Jan, and Zdeněk Čujan. "Risk Minimisation in Integrated Supply Chains." Open Engineering 9, no. 1 (December 10, 2019): 593–99. http://dx.doi.org/10.1515/eng-2019-0082.

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AbstractIntegrated supply chains, due to their complexity, are vulnerable in relation to various types of risks, especially in the present turbulent market environment, characterised by increased demand for effectiveness of the individual logistic activities, extended customer service and decreased cost. The supply chain risks are represented by any threatening event that may unexpectedly disrupt or restrict material flow, or directly stop the scheduled logistic or manufacturing activities. Supply chain risk management includes risk identification, analysis and implementation of measures against potential risk consequences. This article describes supply chain management, risk elimination methods in the case of a technological breakdown and potential subsequent supply chain failure and application of the modified Failure Mode, Effects & Criticality Analysis (FMECA).
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46

Utomo Dwi Hatmoko, Jati, Mochamad Agung Wibowo, Marita Dewi Astuty, Desy Ratna Arthaningtyas, and Moh Nur Sholeh. "Managing risks of precast concrete supply chain: a case study." MATEC Web of Conferences 270 (2019): 05004. http://dx.doi.org/10.1051/matecconf/201927005004.

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Precast concrete has typically long lead time, starting from order placement, production stage, to delivery to project site, all of which requires good supply chain management. As a consequence, the risks of its supply chains are inevitable and must be anticipated to ensure the success of a project. The aim of this research is to assess the risks of the supply chain of precast concrete from production to delivery to projects. WKB, a government-owned company that produces precast concrete, has been used as the case study. Activities along the supply chain were mapped based on five dimensions of Supply Chain Operation Reference (SCOR), i.e. Plan – Source – Make – Deliver – Return, upon which risks were identified. Data was collected through in-depth interview and questionnaire survey to key persons of WKB. A 1-5 Likert scale was used to quantify the occurrence and severity of risks along the supply chain. The identified risks were classified into four levels based on the multiplication of the occurrence and the severity, i.e. critical, major, moderate, and minor. A total of nine critical risks were found along the supply chain, i.e. sales forecast and planning for production (Plan); production capacity of natural material vendors (Source); sudden change of production, shortage of skilled workers, additional cost for land stockyard rental, and renewal for industrial land lease license (Make); risk of non-standard transportation (Deliver); defective and failed products (Return). This research provides a valuable understanding of the risks of the precast concrete supply chain and the mitigation strategies.
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Hoek, Remko van. "Responding to COVID-19 Supply Chain Risks—Insights from Supply Chain Change Management, Total Cost of Ownership and Supplier Segmentation Theory." Logistics 4, no. 4 (September 23, 2020): 23. http://dx.doi.org/10.3390/logistics4040023.

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The COVID-19 pandemic is causing risks and disruptions in most supply chains. As supply chain managers are responding to these risks, several theories may inform those efforts. In this paper, we explore across seven companies in different industries, supply chain positions and countries, how lessons from total costs of ownership, supplier segmentation and supply chain change management theory may apply to efforts to respond to COVID-19 supply chain risks and disruptions. The findings indicate that the pandemic forces companies to consider total costs more holistically, beyond the purchase price, and that collaboration with suppliers and developing new sources of supply is of growing importance to reduce risk in the supply chain. However, the change involved in responding to risks will take time, and for many companies, the hardest work is still ahead. Our findings also paint a more nuanced and complex picture than offered in the popular press; the focus on nearshoring does not necessarily mean leaving China and the switch in total costs of ownership may only be partial and temporal. Limitations of the theories considered are identified and resulting suggestions for managers and further research are developed.
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Koblen, Ivan, and Katarína Lestyánszka Škůrková. "Selected Aspects Of The Risk In The Supply Chain In Context Of The Supplier Quality Management." Research Papers Faculty of Materials Science and Technology Slovak University of Technology 23, no. 36 (June 1, 2015): 167–78. http://dx.doi.org/10.1515/rput-2015-0020.

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Abstract The introductory part of the paper underlines the importance of "Risk-based thinking" in the Quality Management System (QMS) and risk in the supply chain, as a principle part of the QMS. After introducing the key terms, the authors focused on the principle part of the article - explanation of the external and internal supply chain risks and the main factors concerning the supply risks, demand risks and environmental risks (as cardinal types of external supply chain risks) as well as the manufacturing and process risks, network/planning and control risks (as most important types of internal supply chain risks). The authors inform on the selected supply chain risk management tools, especially on those which are linked to the appropriate utilization of quality management tools.
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Zubayer, Md Abdullah Al, Syd Mithun Ali, and Golam Kabir. "Analysis of supply chain risk in the ceramic industry using the TOPSIS method under a fuzzy environment." Journal of Modelling in Management 14, no. 3 (August 2, 2019): 792–815. http://dx.doi.org/10.1108/jm2-06-2018-0081.

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Purpose Risk management has emerged as a critical issue in operating a supply chain effectively in the presence of uncertainties that result from unexpected variations. Assessing and managing supply chain risks are receiving significant attention from practitioners and academics. At present, the ceramic industry in Bangladesh is growing. Thus, managers in the industry need to properly assess supply chain risks for mitigation purposes. This study aims to identify and analyze various supply chain risks occurring in a ceramic factory in Bangladesh. Design/methodology/approach A model is proposed based on a fuzzy technique for order preference using similarity to an ideal solution (fuzzy-TOPSIS) for evaluating supply chain risks. For this, 20 supply chain risk factors were identified through an extensive literature review and while consulting with experts from the ceramic factories. Fuzzy-TOPSIS contributed to the analysis and assessment of those risks. Findings The results of this research indicate that among the identified 20 supply chain risks, lack of operational quality, lack of material quality and damage to inventory were the major risks for the ceramic sector in Bangladesh. Research limitations/implications The impact of supply chain risks was not shown in this study and the risks were considered independent. Therefore, research can be continued to address these two factors. Practical implications The outcome of this research is expected to assist industrial managers and practitioners in the ceramic sector in taking proactive action to minimize supply chain risks. A sensitivity analysis was performed to determine the relative stability of the risks. Originality/value This study uses survey data to analyze and evaluate the major supply chain risks related to the ceramic sector. An original methodology is provided for identifying and evaluating the major supply chain risks in the ceramic sector of Bangladesh.
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Han, Na, and Jing Ru Wu. "The Analysis on the Source and Preventive Measures of Supply Chain Risk." Advanced Materials Research 271-273 (July 2011): 689–92. http://dx.doi.org/10.4028/www.scientific.net/amr.271-273.689.

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Under the condition of competition and cooperation allying type between enterprises promotes the formation of supply chain. Due to a large quantity of uncertain factors the supply chain will be interrupted provided some risk appears, which shows the vulnerability of the whole supply chain, and all risks of supply chain occur hereby. Firstly, the paper makes the definition on supply chain risk and supply chain risk management and sums up the classification of the risks that the supply chain faces according to the risks source. At last, based on the above the paper discusses the protection measurement of supply chain risk.
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