A Proactive Approach to Identify the Exposure Risk to COVID-19: Validation of the Pandemic Risk Exposure Measurement (PREM) Model Using Real-World Data.

Simon Grima Ramona Rupeika-Apoga Murat Kizilkaya Inna Romānova Rebecca Dalli Gonzi Mihajlo Michael Jakovljevic

Published in: Risk management and healthcare policy (2021)

Therefore, the developed PREM model moves from a perception-based model to reality. By proposing a model that allows governments and policymakers to take a proactive approach, the negative impact of a pandemic on the functioning of a country can be reduced. The PREM model is useful for decision-makers to know what factors make the country more vulnerable to a pandemic and, if possible, to manage or set tolerances as part of a preventive measure.

Keyphrases

coronavirus disease
sars cov
machine learning
deep learning
decision making