Data Science Advancements In Pandemic And Outbreak Management
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Data Science Advancements in Pandemic and Outbreak Management
"This book demonstrates how strategies and state-of-the-art information technologies have and/or could be applied to serve as the vehicle to advance pandemic and outbreak management including revisiting and critically reviewing past and current approaches, identifying good and bad practices and further developing adaptation for future pandemics and outbreaks"--
Data Science Advancements in Pandemic and Outbreak Management
Pandemics are disruptive. Thus, there is a need to prepare and plan actions in advance for identifying, assessing, and responding to such events to manage uncertainty and support sustainable livelihood and wellbeing. A detailed assessment of a continuously evolving situation needs to take place, and several aspects must be brought together and examined before the declaration of a pandemic even happens. Various health organizations; crisis management bodies; and authorities at local, national, and international levels are involved in the management of pandemics. There is no better time to revisit current approaches to cope with these new and unforeseen threats. As countries must strike a fine balance between protecting health, minimizing economic and social disruption, and respecting human rights, there has been an emerging interest in lessons learned and specifically in revisiting past and current pandemic approaches. Such approaches involve strategies and practices from several disciplines and fields including healthcare, management, IT, mathematical modeling, and data science. Using data science to advance in-situ practices and prompt future directions could help alleviate or even prevent human, financial, and environmental compromise, and loss and social interruption via state-of-the-art technologies and frameworks. Data Science Advancements in Pandemic and Outbreak Management demonstrates how strategies and state-of-the-art IT have and/or could be applied to serve as the vehicle to advance pandemic and outbreak management. The chapters will introduce both technical and non-technical details of management strategies and advanced IT, data science, and mathematical modelling and demonstrate their applications and their potential utilization within the identification and management of pandemics and outbreaks. It also prompts revisiting and critically reviewing past and current approaches, identifying good and bad practices, and further developing the area for future adaptation. This book is ideal for data scientists, data analysts, infectious disease experts, researchers studying pandemics and outbreaks, IT, crisis and disaster management, academics, practitioners, government officials, and students interested in applicable theories and practices in data science to mitigate, prepare for, respond to, and recover from future pandemics and outbreaks.
Research Anthology on Managing Crisis and Risk Communications
Author: Management Association, Information Resources
language: en
Publisher: IGI Global
Release Date: 2022-07-01
In times of crisis, it is crucial that information is disseminated quickly and accurately to the appropriate channels. In today’s technological world, there is a plethora of misinformation that can negatively sway individuals and provide them with false reports. To ensure information is distributed appropriately, organizations must implement a plan to ensure their communication is effective. Further study on the best practices and challenges of managing crisis and risk communications is required to ensure organizations are prepared. The Research Anthology on Managing Crisis and Risk Communications discusses strategies and tactics to effectively manage communication in times of crisis and considers the difficulties associated with maintaining a clear line of information. The book also provides an overview of the potential future directions for this field to improve communications moving forward. Covering key topics such as misinformation, technology, leadership, and human health, this major reference work is ideal for managers, business owners, organization leaders, industry professionals, government officials, policymakers, researchers, academicians, scholars, practitioners, instructors, and students.