A causality analysis of risks to perishable product supply chain networks during the COVID-19 outbreak era: An extended DEMATEL method under Pythagorean fuzzy environment

Shafiee, Mohammad; Zare-Mehrjerdi, Yahia; Govindan, Kannan; Dastgoshade, Sohaib

doi:10.1016/j.tre.2022.102759

Cited by 34 publications

(10 citation statements)

References 82 publications

(113 reference statements)

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“…To analyze different polar clothing, various alternatives were assessed using certain attributes such as material, layer number, and waterproofing capability. These attributes were analyzed using the PF-DEMATEL approach Shafiee et al ( 2022 ) The authors used PF-DEMATEL to analyze the risk associated with the supply chain of perishable products during COVID-19 …”

Section: Methodsmentioning

confidence: 99%

“…The input relation matrix in the form of a Pythagorean fuzzy set is presented in Eq. 1 (Shafiee et al 2022 ). …”

Section: Methodsmentioning

confidence: 99%

“…A direct relationship matrix was formed by using Eq. 2 (Shafiee et al 2022 ). where indicated the elements of aggregated direct relationship matrix, m represents the number of experts considered in the study, and is the rating in the form of a Pythagorean fuzzy set that indicates the influence of driver i on j by expert k .…”

Section: Methodsmentioning

confidence: 99%

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Are emerging technologies unlocking the potential of sustainable practices in the context of a net-zero economy? An analysis of driving forces

Agrawal

Priyadarshinee

Luthra³

et al. 2023

Environ Sci Pollut Res

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Increasing globalization and climate change have significantly affected business activities. Government and other stakeholders are creating pressure to have a sustainable business model for efficient resource utilization and minimizing negative environmental impact. Many organizations have started focusing on sustainable and cleaner production through the adoption of net-zero economy (NZE) practices. Certain technological advancements are required to put these concepts into practice. Firms have begun to adopt digital technologies (such as big data analytics, artificial intelligence, and internet of things), and have been widely used in practice to achieve NZE. Is digitalization unlocking the potential of sustainable practices in the context of a net-zero economy? This question is still unanswered; therefore, this study aims to identify and analyze the drivers of digitalization that ensure sustainable practices to achieve net-zero economy. Through an extensive literature review and experts’ opinions, a list of drivers was identified. An empirical investigation was conducted to validate the identified drivers and further understand the influencing relationship among the drivers, Pythagorean fuzzy decision-making trial and evaluation laboratory (PF-DEMATEL) was employed. The findings of the study show that “ high degree of automation ,” “ enhancing the flexibility in the manufacturing process ,” and “ real-time sensing capability ” are the main influencer drivers among all cause group forces. The present study can be a source for industrial practitioners and academia that can provide significant guidance on how the adoption of digitalization can unlock the potential to achieve CE, which can lead us toward net-zero.

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Section: Methodsmentioning

confidence: 99%

“…The input relation matrix in the form of a Pythagorean fuzzy set is presented in Eq. 1 (Shafiee et al 2022 ). …”

Section: Methodsmentioning

confidence: 99%

See 1 more Smart Citation

Are emerging technologies unlocking the potential of sustainable practices in the context of a net-zero economy? An analysis of driving forces

Agrawal

Priyadarshinee

Luthra³

et al. 2023

Environ Sci Pollut Res

View full text Add to dashboard Cite

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“…In an attempt to analyze shelf life, Priyan & Mala [ 13 ] provided a production-inventory game theory model to include a continuous quality degradation rate in a two-echelon hospital and pharmaceutical company supply chain. In a recent study conducted by Shafiee et al [ 14 ] pertaining to the evaluation of risk in supply chain networks involving perishable goods, it was revealed that the perishability of the products in question plays a pivotal role in instigating and exacerbating other risk factors.…”

Section: Literature Reviewmentioning

confidence: 99%

Supply chain planning of vaccine and pharmaceutical clusters under uncertainty: The case of COVID-19

Kochakkashani

Kayvanfar

Haji

2023

Socio-Economic Planning Sciences

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“…It has been considered the “deepest global recession in decades” by the World Bank (2020). No sector has been spared from the impact, as supply chains in agriculture (Alabi & Ngwenyama et al., 2023), medical (Ali and Kannan, 2022; Banik et al., 2022; Xu et al., 2023b), food (Ali & Govindan, 2021; Shafiee et al., 2022), infrastructure (Govindan et al., 2021), tourism (Bai & Run, 2022; López‐Vizcarra et al., 2023), fashion (Dohale et al., 2022), and manufacturing (Spieske & Birkel, 2021) have all been severely affected, demonstrating the inadequate risk management strategies employed by global companies. Managing such epidemic risk in global supply chains poses operationalization difficulties, as discussed in the existing literature (van Hoek, 2020; Xu et al., 2023a,c).…”

Section: Introductionmentioning

confidence: 99%

Designing supply chain strategies against epidemic outbreaks such as COVID‐19: Review and future research directions

et al. 2023

Self Cite

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The supply chain is vulnerable to disruptions, which can lead to operational failure. Therefore, it is crucial to investigate and monitor the risks associated with such disruptions. Epidemics, including the profound impact of COVID‐19, exemplify disruptive risks that engender complexities throughout the value chain. COVID‐19 has caused significant disruptions to the global supply chain due to the preexisting fragile supply chains, resulting in the unavailability of essential raw materials, halts in production, and imbalances between supply and demand. It has forced the supply chain community to rethink their risk mitigation strategies. Despite its significance, there are a few studies on the existing options and strategies to mitigate the risks associated with epidemics such as COVID‐19. This special issue explores state‐of‐the‐art knowledge of various risks and their mitigation strategies, presenting optimized models and solutions. This editorial seeks to introduce valuable insights and illuminate promising avenues for future research by reviewing existing studies. The comprehensive understanding derived from this editorial and the accompanying articles of this special issue will benefit both researchers and practitioners, enabling them to navigate the multifaceted landscape of epidemic‐induced disruptive risks in the supply chain and adopt suitable mitigation strategies. Furthermore, this special issue lays a solid foundation for implementing advanced methods for managing and mitigating the disruptive risks that epidemics pose to the supply chain.

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A causality analysis of risks to perishable product supply chain networks during the COVID-19 outbreak era: An extended DEMATEL method under Pythagorean fuzzy environment

Cited by 34 publications

References 82 publications

Are emerging technologies unlocking the potential of sustainable practices in the context of a net-zero economy? An analysis of driving forces

Are emerging technologies unlocking the potential of sustainable practices in the context of a net-zero economy? An analysis of driving forces

Supply chain planning of vaccine and pharmaceutical clusters under uncertainty: The case of COVID-19

Designing supply chain strategies against epidemic outbreaks such as COVID‐19: Review and future research directions

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