Literature DB >> 34326384

Mathematical model of the feedback between global supply chain disruption and COVID-19 dynamics.

Xingyu Li1, Amin Ghadami1, John M Drake2,3, Pejman Rohani2,3,4, Bogdan I Epureanu5.   

Abstract

The pandemic of COVID-19 has become one of the greatest threats to human health, causing severe disruptions in the global supply chain, and compromising health care delivery worldwide. Although government authorities sought to contain the spread of SARS-CoV-2, by restricting travel and in-person activities, failure to deploy time-sensitive strategies in ramping-up of critical resource production exacerbated the outbreak. Here, we developed a mathematical model to analyze the effects of the interaction between supply chain disruption and infectious disease dynamics using coupled production and disease networks built on global data. Analysis of the supply chain model suggests that time-sensitive containment strategies could be created to balance objectives in pandemic control and economic losses, leading to a spatiotemporal separation of infection peaks that alleviates the societal impact of the disease. A lean resource allocation strategy can reduce the impact of supply chain shortages from 11.91 to 1.11% in North America. Our model highlights the importance of cross-sectoral coordination and region-wise collaboration to optimally contain a pandemic and provides a framework that could advance the containment and model-based decision making for future pandemics.
© 2021. The Author(s).

Entities:  

Year:  2021        PMID: 34326384     DOI: 10.1038/s41598-021-94619-1

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  27 in total

1.  Critical Supply Shortages - The Need for Ventilators and Personal Protective Equipment during the Covid-19 Pandemic.

Authors:  Megan L Ranney; Valerie Griffeth; Ashish K Jha
Journal:  N Engl J Med       Date:  2020-03-25       Impact factor: 91.245

2.  An unusual case of mannosidosis with severe deficiency of acid mannosidase in leukocytes and high residual enzymatic activity in skin fibroblasts.

Authors:  I V Tsvetkova; E L Rosenfeld; I G Prigozina
Journal:  Clin Chim Acta       Date:  1980-10-23       Impact factor: 3.786

3.  Panic buying: An insight from the content analysis of media reports during COVID-19 pandemic.

Authors:  S M Yasir Arafat; Sujita Kumar Kar; Vikas Menon; Charanya Kaliamoorthy; Srijeeta Mukherjee; Angi Alradie-Mohamed; Pawan Sharma; Marthoenis Marthoenis; Russell Kabir
Journal:  Neurol Psychiatry Brain Res       Date:  2020-07-16

Review 4.  Personal protective equipment during the coronavirus disease (COVID) 2019 pandemic - a narrative review.

Authors:  T M Cook
Journal:  Anaesthesia       Date:  2020-04-28       Impact factor: 6.955

5.  Sialylneolacto-N-tetraose c (LSTc)-bearing liposomal decoys capture influenza A virus.

Authors:  Gabriel L Hendricks; Kim L Weirich; Karthik Viswanathan; Jing Li; Zachary H Shriver; Joseph Ashour; Hidde L Ploegh; Evelyn A Kurt-Jones; Deborah K Fygenson; Robert W Finberg; James C Comolli; Jennifer P Wang
Journal:  J Biol Chem       Date:  2013-01-28       Impact factor: 5.157

6.  Comparing COVID-19 and the 1918-19 influenza pandemics in the United Kingdom.

Authors:  Daihai He; Shi Zhao; Yingke Li; Peihua Cao; Daozhou Gao; Yijun Lou; Lin Yang
Journal:  Int J Infect Dis       Date:  2020-06-26       Impact factor: 3.623

7.  Prediction of personal protective equipment use in hospitals during COVID-19.

Authors:  Eugene Furman; Alex Cressman; Saeha Shin; Alexey Kuznetsov; Fahad Razak; Amol Verma; Adam Diamant
Journal:  Health Care Manag Sci       Date:  2021-04-12

Review 8.  Fomite Transmission, Physicochemical Origin of Virus-Surface Interactions, and Disinfection Strategies for Enveloped Viruses with Applications to SARS-CoV-2.

Authors:  Nicolas Castaño; Seth C Cordts; Myra Kurosu Jalil; Kevin S Zhang; Saisneha Koppaka; Alison D Bick; Rajorshi Paul; Sindy K Y Tang
Journal:  ACS Omega       Date:  2021-03-05

9.  Personal protective equipment and antiviral drug use during hospitalization for suspected avian or pandemic influenza.

Authors:  Ashwin Swaminathan; Rhea Martin; Sandi Gamon; Craig Aboltins; Eugene Athan; George Braitberg; Michael G Catton; Louise Cooley; Dominic E Dwyer; Deidre Edmonds; Damon P Eisen; Kelly Hosking; Andrew J Hughes; Paul D Johnson; Andrew V Maclean; Mary O'Reilly; S Erica Peters; Rhonda L Stuart; Rodney Moran; M Lindsay Grayson
Journal:  Emerg Infect Dis       Date:  2007-10       Impact factor: 6.883

10.  COVID-19: a fast evolving pandemic.

Authors:  Jimmy Whitworth
Journal:  Trans R Soc Trop Med Hyg       Date:  2020-04-08       Impact factor: 2.184

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  5 in total

1.  An optimal control policy in fighting COVID-19 and infectious diseases.

Authors:  Hamid R Sayarshad
Journal:  Appl Soft Comput       Date:  2022-07-09       Impact factor: 8.263

2.  Adapting supply chain operations in anticipation of and during the COVID-19 pandemic.

Authors:  Maxim Rozhkov; Dmitry Ivanov; Jennifer Blackhurst; Anand Nair
Journal:  Omega       Date:  2022-03-06       Impact factor: 8.673

3.  Distributionally robust optimization of a Canadian healthcare supply chain to enhance resilience during the COVID-19 pandemic.

Authors:  Cecil Ash; Claver Diallo; Uday Venkatadri; Peter VanBerkel
Journal:  Comput Ind Eng       Date:  2022-02-28       Impact factor: 7.180

4.  Modeling supply chain viability and adaptation against underload cascading failure during the COVID-19 pandemic.

Authors:  Hong Liu; Yunyan Han; Anding Zhu
Journal:  Nonlinear Dyn       Date:  2022-08-21       Impact factor: 5.741

5.  Viable healthcare supply chain network design for a pandemic.

Authors:  Mehdi Alizadeh; Mir Saman Pishvaee; Hamed Jahani; Mohammad Mahdi Paydar; Ahmad Makui
Journal:  Ann Oper Res       Date:  2022-09-09       Impact factor: 4.820

  5 in total

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