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Supply-side risk modelling using Bayesian network approach

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dc.contributor.author Chanda, Udayan
dc.contributor.author Sharma, Satyendra Kumar
dc.contributor.author Routroy, Srikanta
dc.date.accessioned 2023-04-29T07:00:10Z
dc.date.available 2023-04-29T07:00:10Z
dc.date.issued 2022-02
dc.identifier.uri https://www.tandfonline.com/doi/abs/10.1080/16258312.2021.1988697?journalCode=tscf20
dc.identifier.uri http://dspace.bits-pilani.ac.in:8080/xmlui/handle/123456789/10580
dc.description.abstract Organisations’ vulnerability to risks exponentially increased in the past decade, thereby highlighting the need to develop additional effective risk management strategies. This research uses a systematic literature review as a foundation for designing a supply risk model that uses a Bayesian belief network. The proposed model aims to identify the most critical objective and subjective risk factors influencing supply chain networks. Moreover, the proposed methodology has been demonstrated through a case study conducted in an Indian manufacturing, in which inputs were taken from supply chain and risk management experts. Hugin Expert software was used to design and run simultaneous simulations on the Bayesian network. The top three factors found to influence business profitability were delays, product technology, and fuel price. The proposed model can be reengineered as conditions change and new information becomes available, thereby ensuring that risk analysis remains current and relevant along the timeline of the any disruption. en_US
dc.language.iso es en_US
dc.publisher Taylor & Francis en_US
dc.subject Management en_US
dc.subject Supply-side risk en_US
dc.subject Modelling en_US
dc.subject Bayesian networks en_US
dc.subject Sensitivity analysis en_US
dc.title Supply-side risk modelling using Bayesian network approach en_US
dc.type Article en_US


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