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Exploring supply chain network resilience in the presence of the ripple effect

Citations

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Cited by:

  1. Yaniv Proselkov & Liming Xu & Alexandra Brintrup, 2026. "Modelling viable supply networks with cooperative adaptive financing," Papers 2601.13210, arXiv.org.
  2. 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.
  3. Yang, Wenke & Che, Zhen, 2025. "Shadow banking risk exposure and green new quality productivity forces resilience: Pathways to development for Chinese firms," International Review of Financial Analysis, Elsevier, vol. 102(C).
  4. 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).
  5. 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).
  6. 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).
  7. Ron Berger & Ralf Wagner & Paul M. Dion & Olga Matthias, 2025. "Disrupting disruptions: enhancing supply chain resilience—lessons from the US Air Force," Annals of Operations Research, Springer, vol. 347(3), pages 1163-1192, April.
  8. 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.
  9. 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).
  10. 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.
  11. 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).
  12. 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).
  13. Yilmazkuday, Hakan, 2022. "Coronavirus disease 2019 and the global economy," Transport Policy, Elsevier, vol. 120(C), pages 40-46.
  14. 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).
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. 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.
  22. 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.
  23. 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.
  24. Liu, Kaiyuan & Xia, Yongxiang & Xia, Chengyi & Tu, Haicheng, 2025. "Impact of heterogeneity on risk propagation in supply chain networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 679(C).
  25. 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.
  26. 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.
  27. Dmitry Ivanov, 2026. "Collaborative emergency adaptation for ripple effect mitigation in intertwined supply networks," Annals of Operations Research, Springer, vol. 359(2), pages 1727-1743, April.
  28. Payam Shojaei & Alireza Rashidi Alavije & Kazem Askarifar, 2025. "Supply Chain Resilience Improvement in SMEs: The Role of Industry 4.0 Technologies," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 26(4), pages 865-881, December.
  29. 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).
  30. 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).
  31. Yu, Yu & Ma, Daipeng & Qian, Yingmiao, 2023. "A resilience measure for the international nickel trade network," Resources Policy, Elsevier, vol. 86(PA).
  32. Yuxue Chi & Zhongbo Jing & Zhidong Liu & Xinge Zhou, 2024. "Risk spillovers in Chinese production network: A supply-side shock perspective," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
  33. 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.
  34. 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).
  35. 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.
  36. 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).
  37. 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.
  38. 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).
  39. 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).
  40. 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.
  41. Hou, Bin & Wang, Xinyu & Tang, Jiafu, 2026. "Identifying critical node set in supply chain network considering hybrid operational risk management," International Journal of Production Economics, Elsevier, vol. 291(C).
  42. 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.
  43. Zhou, Caibo & Song, Wenyan & Wang, Huiwen & Wang, Lihong, 2025. "Resilience Assessment of Supply Chain Networks Considering Continuously Varying Sates of Firms in Ripple Effect: A Comprehensive and Dynamic Operational-Structural Analysis," Omega, Elsevier, vol. 135(C).
  44. 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.
  45. 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).
  46. 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).
  47. Maciel Queiroz & Dmitry Ivanov & Alexandre Dolgui & Samuel Fosso Wamba, 2020. "Impacts of epidemic outbreaks on supply chains: mapping a research agenda amid the COVID-19 pandemic through a structured literature review," Post-Print hal-05408964, HAL.
  48. 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.
  49. Pu, Wei & Yan, Xiangbin & Ma, Shuang, 2026. "Adaptation strategies-based supply chain viability optimization under bidirectional ripple effects," Omega, Elsevier, vol. 140(C).
  50. 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.
  51. 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).
  52. Yigit Kazancoglu & Sachin Kumar Mangla & Sunil Luthra & Mamta Rani Agarwal, 2025. "Role of emerging technologies for empowering resilience and transparency in supply chains," Annals of Operations Research, Springer, vol. 353(3), pages 977-1018, October.
  53. 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).
  54. 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.
  55. 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.
  56. 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.
  57. 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).
  58. Shi, Junwei & Tang, Zhejia & Zhan, Xiu-Xiu & Liu, Chuang, 2026. "Temporal modeling and resilience analysis of supply chain networks under cascading failures," Reliability Engineering and System Safety, Elsevier, vol. 266(PB).
  59. 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).
  60. 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.
  61. 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.
  62. Seyed Mohammad Khalili & Alireza Pooya & Mostafa Kazemi & Amir Mohammad Fakoor Saghih, 2026. "Integrated resilient and sustainable gasoline supply chain model with operational and disruption risks: a case study of Iran," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 28(3), pages 5423-5495, March.
  63. 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.
  64. Yu, Yu & Ma, Daipeng & Zhu, Weiwei, 2023. "Resilience assessment of international cobalt trade network," Resources Policy, Elsevier, vol. 83(C).
  65. 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.
  66. 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).
  67. 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.
  68. 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).
  69. Broekaert, Jan B. & La Torre, Davide & Hafiz, Faizal & Brusset, Xavier, 2025. "The diverging control policy’s hand in supranational supply chain reconfiguration," International Journal of Production Economics, Elsevier, vol. 284(C).
  70. 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).
  71. Zhou, Jiamei & Lv, Wei & Wang, Jinghui & Zheng, Rui & Yang, Xiaoting, 2026. "Impact of risk and risk awareness coupling propagation on the resilience of supply chain in a dual-layer network," Reliability Engineering and System Safety, Elsevier, vol. 265(PA).
  72. 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).
  73. 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.
  74. 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.
  75. Broekaert, Jan B. & Hafiz, Faizal & Jayaraman, Raja & La Torre, Davide, 2025. "Managing resilience and viability of supranational supply chains under epidemic control scenarios," Omega, Elsevier, vol. 133(C).
  76. 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).
  77. 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).
  78. Yao, Zhu & Gan, Mi & Wang, Li & Peng, Tao & Yu, Hao & Liu, Xiaobo, 2025. "Impact of carbon inequality embodied in interprovincial trade on National Road Freight Supply Chain Resilience," Journal of Transport Geography, Elsevier, vol. 128(C).
  79. 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.
  80. 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.
  81. 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).
  82. Darmawan, Agus & Wong, Hartanto Wijaya & Fransoo, Jan, 2025. "Supply chain network design with the presence of the bullwhip effect," International Journal of Production Economics, Elsevier, vol. 286(C).
  83. Geng, Sunyue & Liu, Sifeng, 2025. "An agent-based framework for resilience analysis of service networks," Reliability Engineering and System Safety, Elsevier, vol. 253(C).
  84. Wang, Jiepeng & Qin, Peng & Chen, Li & Gu, Changgui & Yuan, Yufei & Zhou, Hong, 2025. "Enhancing the topological robustness of supply chain networks against dynamic disruptions: A complex adaptive system perspective," Chaos, Solitons & Fractals, Elsevier, vol. 199(P2).
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