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Exploring supply chain network resilience in the presence of the ripple effect
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- Giulio Marcucci & Filippo Emanuele Ciarapica & Giovanni Mazzuto & Maurizio Bevilacqua, 2024. "Analysis of ripple effect and its impact on supply chain resilience: a general framework and a case study on agri-food supply chain during the COVID-19 pandemic," Operations Management Research, Springer, vol. 17(1), pages 175-200, March.
- Brusset, Xavier & Ivanov, Dmitry & Jebali, Aida & La Torre, Davide & Repetto, Marco, 2023. "A dynamic approach to supply chain reconfiguration and ripple effect analysis in an epidemic," International Journal of Production Economics, Elsevier, vol. 263(C).
- Jin, Pengfei & Wang, Saige & Meng, Zheng & Chen, Bin, 2023. "China's lithium supply chains: Network evolution and resilience assessment," Resources Policy, Elsevier, vol. 87(PB).
- Nayeri, Sina & Sazvar, Zeinab & Heydari, Jafar, 2022. "A global-responsive supply chain considering sustainability and resiliency: Application in the medical devices industry," Socio-Economic Planning Sciences, Elsevier, vol. 82(PB).
- Yilmazkuday, Hakan, 2022.
"Coronavirus disease 2019 and the global economy,"
Transport Policy, Elsevier, vol. 120(C), pages 40-46.
- Hakan Yilmazkuday, 2022. "Coronavirus Disease 2019 and the Global Economy," Working Papers 2202, Florida International University, Department of Economics.
- Giovanna Culot & Matteo Podrecca & Guido Nassimbeni & Guido Orzes & Marco Sartor, 2023. "Using supply chain databases in academic research: A methodological critique," Journal of Supply Chain Management, Institute for Supply Management, vol. 59(1), pages 3-25, January.
- Haiwei Gao & Xiaomin Zhu & Binghui Guo & Yifan Cao & Haotian Wang & Xiaohan Yu & Xiaobo Yang, 2025. "Synchronization Optimization Model Based on Enhanced Connectivity of New Energy Vehicle Supply Chain Network," Mathematics, MDPI, vol. 13(4), pages 1-48, February.
- Catherine Marinagi & Panagiotis Reklitis & Panagiotis Trivellas & Damianos Sakas, 2023. "The Impact of Industry 4.0 Technologies on Key Performance Indicators for a Resilient Supply Chain 4.0," Sustainability, MDPI, vol. 15(6), pages 1-31, March.
- Vimal K.E.K & Simon Peter Nadeem & Mahadharsan Ravichandran & Manavalan Ethirajan & Jayakrishna Kandasamy, 2022. "Resilience strategies to recover from the cascading ripple effect in a copper supply chain through project management," Operations Management Research, Springer, vol. 15(1), pages 440-460, June.
- Dmitry Ivanov, 2022. "Viable supply chain model: integrating agility, resilience and sustainability perspectives—lessons from and thinking beyond the COVID-19 pandemic," Annals of Operations Research, Springer, vol. 319(1), pages 1411-1431, December.
- Yu, Yu & Ma, Daipeng & Qian, Yingmiao, 2023. "A resilience measure for the international nickel trade network," Resources Policy, Elsevier, vol. 86(PA).
- Yuxue Chi & Zhongbo Jing & Zhidong Liu & Xinge Zhou, 2024. "Risk spillovers in Chinese production network: A supply-side shock perspective," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
- Fabricio Moreno-Baca & Patricia Cano-Olivos & Diana Sánchez-Partida & José-Luis Martínez-Flores, 2025. "The Bullwhip Effect and Ripple Effect with Respect to Supply Chain Resilience: Challenges and Opportunities," Logistics, MDPI, vol. 9(2), pages 1-34, May.
- Chen, Yucheng & Xia, Yongxiang & Hua, Zhen, 2025. "Risk propagation in supply-chain network considering node heterogeneity," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 657(C).
- Bag, Surajit & Rahman, Muhammad Sabbir & Srivastava, Gautam & Chan, Hau-Ling & Bryde, David J., 2022. "The role of big data and predictive analytics in developing a resilient supply chain network in the South African mining industry against extreme weather events," International Journal of Production Economics, Elsevier, vol. 251(C).
- Marco Nunes & António Abreu & Jelena Bagnjuk & Edgar Nunes & Célia Saraiva, 2022. "A Strategic Process to Manage Collaborative Risks in Supply Chain Networks (SCN) to Improve Resilience and Sustainability," Sustainability, MDPI, vol. 14(9), pages 1-33, April.
- Menezes, Mozart B.C. & Ruiz-Hernández, Diego & Chen, Yen-Tsang, 2021. "On the validity and practical relevance of a measure for structural complexity," International Journal of Production Economics, Elsevier, vol. 240(C).
- Xiongping Yue & Dong Mu & Chao Wang & Huanyu Ren & Jianbang Du & Pezhman Ghadimi, 2024. "Disruption risks to Chinese overseas flat panel display supply networks under China’s zero-COVID policy," Operations Management Research, Springer, vol. 17(2), pages 406-437, June.
- Alikhani, Reza & Ranjbar, Amirhossein & Torabi, S. Ali & Zobel, Christopher W., 2025. "Performance evaluation of concurrent supply chain resilience strategies," International Journal of Production Economics, Elsevier, vol. 279(C).
- Yu, Yu & Ma, Daipeng & Zhu, Weiwei, 2023. "Resilience assessment of international cobalt trade network," Resources Policy, Elsevier, vol. 83(C).
- Sanjeev Yadav & Sunil Luthra & Dixit Garg, 2022. "Internet of things (IoT) based coordination system in Agri-food supply chain: development of an efficient framework using DEMATEL-ISM," Operations Management Research, Springer, vol. 15(1), pages 1-27, June.
- Chengyang Ou & Fubin Pan & Shuangjiao Lin, 2024. "Cascade Failure-Based Identification and Resilience of Critical Nodes in Automotive Supply Chain Networks," Sustainability, MDPI, vol. 16(13), pages 1-15, June.
- Moktadir, Md Abdul & Ren, Jingzheng, 2024. "Global semiconductor supply chain resilience challenges and mitigation strategies: A novel integrated decomposed fuzzy set Delphi, WINGS and QFD model," International Journal of Production Economics, Elsevier, vol. 273(C).
- Manupati, V.K. & Schoenherr, Tobias & Ramkumar, M. & Panigrahi, Suraj & Sharma, Yash & Mishra, Prakriti, 2022. "Recovery strategies for a disrupted supply chain network: Leveraging blockchain technology in pre- and post-disruption scenarios," International Journal of Production Economics, Elsevier, vol. 245(C).
- Clavijo-Buritica, Nicolás & Triana-Sanchez, Laura & Escobar, John Willmer, 2023. "A hybrid modeling approach for resilient agri-supply network design in emerging countries: Colombian coffee supply chain," Socio-Economic Planning Sciences, Elsevier, vol. 85(C).
- Wei Xu & Dong-Ping Song, 2022. "Integrated optimisation for production capacity, raw material ordering and production planning under time and quantity uncertainties based on two case studies," Operational Research, Springer, vol. 22(3), pages 2343-2371, July.
- Choudhury, Nishat Alam & Ramkumar, M. & Schoenherr, Tobias & Singh, Shalabh, 2023. "The role of operations and supply chain management during epidemics and pandemics: Potential and future research opportunities," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 175(C).
- Dubey, Rameshwar & Bryde, David J. & Dwivedi, Yogesh K. & Graham, Gary & Foropon, Cyril, 2022. "Impact of artificial intelligence-driven big data analytics culture on agility and resilience in humanitarian supply chain: A practice-based view," International Journal of Production Economics, Elsevier, vol. 250(C).
- Maciel M. Queiroz & Dmitry Ivanov & Alexandre Dolgui & Samuel Fosso Wamba, 2022. "Impacts of epidemic outbreaks on supply chains: mapping a research agenda amid the COVID-19 pandemic through a structured literature review," Annals of Operations Research, Springer, vol. 319(1), pages 1159-1196, December.
- Yue, Xiongping & Mu, Dong & Wang, Chao & Ren, Huanyu & Peng, Rui & Du, Jianbang, 2024. "Critical risks in global supply networks: A static structure and dynamic propagation perspective," Reliability Engineering and System Safety, Elsevier, vol. 242(C).
- Shoufeng Ji & Pengyun Zhao & Tingting Ji, 2023. "A Hybrid Optimization Method for Sustainable and Flexible Design of Supply–Production–Distribution Network in the Physical Internet," Sustainability, MDPI, vol. 15(7), pages 1-34, April.
- Scarpin, Marcia Regina Santiago & Scarpin, Jorge Eduardo & Krespi Musial, Nayane Thais & Nakamura, Wilson Toshiro, 2022. "The implications of COVID-19: Bullwhip and ripple effects in global supply chains," International Journal of Production Economics, Elsevier, vol. 251(C).
- Baghersad, Milad & Zobel, Christopher W., 2021. "Assessing the extended impacts of supply chain disruptions on firms: An empirical study," International Journal of Production Economics, Elsevier, vol. 231(C).
- Han-Yu Zhu & Yin-Ting Zhang & Wen-Jie Xie & Wei-Xing Zhou, 2025. "Structural robustness of the international food supply network under external shocks and its determinants," Papers 2504.08857, arXiv.org.
- Li Zhou & Jingjing Wang & Feng Li & Yan Xu & Jie Zhao & Jiafu Su, 2022. "Risk Aversion of B2C Cross-Border e-Commerce Supply Chain," Sustainability, MDPI, vol. 14(13), pages 1-22, July.
- Paul, Sanjoy Kumar & Chowdhury, Priyabrata & Moktadir, Md. Abdul & Lau, Kwok Hung, 2021. "Supply chain recovery challenges in the wake of COVID-19 pandemic," Journal of Business Research, Elsevier, vol. 136(C), pages 316-329.
- Jafar Namdar & Jennifer Blackhurst & Kang Zhao & Suyong Song, 2024. "Cascading disruptions: Impact of modularity and nexus supplier predictions," Journal of Supply Chain Management, Institute for Supply Management, vol. 60(3), pages 18-38, July.
- Reza Kiani Mavi & Neda Kiani Mavi & Seyed Ashkan Hosseini Shekarabi & Matthew Pepper’s & Sean Arisian, 2023. "Supply Chain Resilience: A Common Weights Efficiency Analysis with Non-discretionary and Non-controllable Inputs," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(1), pages 77-99, December.
- Yao Wang & Abdul Majeed & Zahid Hussain & József Popp & Judit Oláh, 2022. "Online Second-Hand Bookstores’ Strategic Decisions: A Theoretical Perspective," Sustainability, MDPI, vol. 14(20), pages 1-18, October.
- Ivanov, Dmitry & Dolgui, Alexandre, 2021. "OR-methods for coping with the ripple effect in supply chains during COVID-19 pandemic: Managerial insights and research implications," International Journal of Production Economics, Elsevier, vol. 232(C).
- Yazdani, Morteza & Torkayesh, Ali Ebadi & Chatterjee, Prasenjit & Fallahpour, Alireza & Montero-Simo, Maria Jose & Araque-Padilla, Rafael A. & Wong, Kuan Yew, 2022. "A fuzzy group decision-making model to measure resiliency in a food supply chain: A case study in Spain," Socio-Economic Planning Sciences, Elsevier, vol. 82(PB).
- Nathalie Fabbe-Costes & Yasmina Ziad, 2021. "Improving Supply Chain Robustness & Resilience? Lessons from a case study in the automotive industry during the first wave of Covid-19," Post-Print hal-03306223, HAL.
- Zhu, Min & Dong, Peiwu & Ju, Yanbing & Fu, Zhengtang, 2024. "Assessing economies' resilience of international liquefied natural gas trade network in the presence of the ripple effect," Energy, Elsevier, vol. 313(C).
- Xingqi Zou & Qing Yang & Qinru Wang & Bin Jiang, 2024. "Measuring the system resilience of project portfolio network considering risk propagation," Annals of Operations Research, Springer, vol. 340(1), pages 693-721, September.
- Taghizadeh, Elham & Venkatachalam, Saravanan & Chinnam, Ratna Babu, 2021. "Impact of deep-tier visibility on effective resilience assessment of supply networks," International Journal of Production Economics, Elsevier, vol. 241(C).
- Raghav Vaid & Kirti Jain & Gurjeet Kaur Sahi & Pratik Modi, 2025. "Designing a resilient agriculture supply network for mitigating the disruptions," Annals of Operations Research, Springer, vol. 344(1), pages 313-343, January.
- Zhimei Lei & Li Cui & Jing Tang & Lujie Chen & Bingbing Liu, 2024. "Supply chain resilience in the context of I4.0 and I5.0 from a multilayer network ripple effect perspective," Annals of Operations Research, Springer, vol. 342(2), pages 1149-1192, November.
- Rajak, Sonu & Mathiyazhagan, K. & Agarwal, Vernika & Sivakumar, K. & Kumar, Vikas & Appolloni, Andrea, 2022. "Issues and analysis of critical success factors for the sustainable initiatives in the supply chain during COVID- 19 pandemic outbreak in India: A case study," Research in Transportation Economics, Elsevier, vol. 93(C).
- Alain Balaguer-Mercado & Samuel N. Kirshner & Chung-Li Tseng, 2023. "Sustainable Supplier Selection under Financial Hardships: The Conflicting Impact of Spatial and Temporal Psychological Distances," Sustainability, MDPI, vol. 15(12), pages 1-21, June.
- Ren, Huanyu & Wang, Chao & Mu, Dong & Lim, Ming K. & Yue, Xiongping & Hu, Xiaoqian & Peng, Rui & Tsao, Yu-Chung, 2024. "Resilience strategies in an intertwined supply network: Mitigating the vulnerability under disruption ripple effects," International Journal of Production Economics, Elsevier, vol. 278(C).
- Alaa Alden Al Mohamed & Sobhi Al Mohamed & Moustafa Zino, 2023. "Application of fuzzy multicriteria decision-making model in selecting pandemic hospital site," Future Business Journal, Springer, vol. 9(1), pages 1-22, December.
- Madhukar Chhimwal & Saurabh Agrawal & Girish Kumar, 2021. "Measuring Circular Supply Chain Risk: A Bayesian Network Methodology," Sustainability, MDPI, vol. 13(15), pages 1-22, July.
- Claire Y. T. Chen & Edward W. Sun & Ming-Feng Chang & Yi-Bing Lin, 2024. "Enhancing travel time prediction with deep learning on chronological and retrospective time order information of big traffic data," Annals of Operations Research, Springer, vol. 343(3), pages 1095-1128, December.
- Alam, Md Fahim Bin & Tushar, Saifur Rahman & Ahmed, Tazim & Karmaker, Chitra Lekha & Bari, A.B.M. Mainul & de Jesus Pacheco, Diego Augusto & Nayyar, Anand & Islam, Abu Reza Md Towfiqul, 2024. "Analysis of the enablers to deal with the ripple effect in food grain supply chains under disruption: Implications for food security and sustainability," International Journal of Production Economics, Elsevier, vol. 270(C).
- Patel, Pankaj C. & Ojha, Divesh & Naskar, Shankar, 2022. "The effect of firm efficiency on firm performance: Evidence from the Domestic Production Activities Deduction Act," International Journal of Production Economics, Elsevier, vol. 253(C).
- Ming-Xing Xu & Shu Li & Li-Lin Rao & Lei Zheng, 2023. "The Relationship between Distance and Risk Perception in Multi-Tier Supply Chain: The Psychological Typhoon Eye Effect," Sustainability, MDPI, vol. 15(9), pages 1-25, May.
- Abirami Raja Santhi & Padmakumar Muthuswamy, 2022. "Pandemic, War, Natural Calamities, and Sustainability: Industry 4.0 Technologies to Overcome Traditional and Contemporary Supply Chain Challenges," Logistics, MDPI, vol. 6(4), pages 1-32, November.
- Luong, Tuan, 2023. "Network resilience and risk attitudes: Evidence from Vietnamese Vegetable Farming," 97th Annual Conference, March 27-29, 2023, Warwick University, Coventry, UK 334556, Agricultural Economics Society - AES.
- Ivanov, Dmitry, 2020. "Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
- Liu, Ming & Liu, Zhongzheng & Chu, Feng & Dolgui, Alexandre & Chu, Chengbin & Zheng, Feifeng, 2022. "An optimization approach for multi-echelon supply chain viability with disruption risk minimization," Omega, Elsevier, vol. 112(C).
- Su, Rui & Chen, Bin & Wang, Saige & Duan, Cuncun, 2024. "Energy technical resilience assessment based on complex network analysis – A case study of China," Applied Energy, Elsevier, vol. 364(C).
- William Schueller & Christian Diem & Melanie Hinterplattner & Johannes Stangl & Beate Conrady & Markus Gerschberger & Stefan Thurner, 2022. "Propagation of disruptions in supply networks of essential goods: A population-centered perspective of systemic risk," Papers 2201.13325, arXiv.org.
- Cenk Tufan & Şemsettin Çiğdem & Yunus Kılıç & Gökçen Sayar, 2024. "Agility and Resilience in Supply Chains: Investigating Their Roles in Enhancing Financial Performance," Sustainability, MDPI, vol. 16(17), pages 1-21, September.
- Niels Bugert & Rainer Lasch, 2023. "Analyzing upstream and downstream risk propagation in supply networks by combining Agent-based Modeling and Bayesian networks," Journal of Business Economics, Springer, vol. 93(5), pages 859-889, July.
- Geng, Sunyue & Liu, Sifeng, 2025. "An agent-based framework for resilience analysis of service networks," Reliability Engineering and System Safety, Elsevier, vol. 253(C).