Pandemic Risk Management in Operations and Finance

Modeling the Impact of COVID-19

Pandemic Risk Management in Operations and Finance

Modeling the Impact of COVID-19

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COVID-19 has spread around the world, causing tremendous structural change, and severely affecting global supply chains and financial operations. As such there is a need for analytic tools help deal with the impact of the pandemic on the world's economies; these tools are not panaceas and certainly won't cure the problems faced, but they offer a means to aid governments, firms, and individuals in coping with specific problems. This book provides an overview of the COVID-19 pandemic and evaluates its effect on financial and supply chain operations. It then discusses epidemic modeling, presenting sources of quantitative and text data, and describing how models are used to illustrate the pandemic impact on supply chains, macroeconomic performance on financial operations. It highlights the specific experiences of the banking system, which offers predictions of the impact on the Swedish banking sector. Further, it examines models related to pandemic planning, such as evaluation of financial contagion, debt risk analysis, and health system efficiency performance, and addresses specific models of pandemic parameters. The book demonstrates various tools using available data on the ongoing COVID-19 pandemic. While it includes some citations, it focuses on describing the methods and explaining how they work, rather than on theory. The data sets and software presented were all selected on the basis of their widespread availability to any reader with computer links.


Introduction
Comparison with Past Pandemics
System Dynamics Modeling of Contagion Effects
Text Mining Support to Pandemic Planning
Macroeconomic Impact
Supply Chain Impact
Debt Risk Analysis Using Two-Tier Networks
The Effect of COVID-19 on the Banking Sector
Assessment of Smart Healthcare Services
Healthcare Efficiency Modeling
Recapitulation.

ISBN 978-3-030-52196-7
Article number 9783030521967
Media type Book
Edition number 1st ed. 2020
Copyright year 2020
Publisher Springer, Berlin
Length XIV, 139 pages
Illustrations XIV, 139 p. 41 illus., 30 illus. in color.
Language English