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Data Driven decision support during COVID.

Michael Street1, Ivana Ilic Mestric1, Adelica Ndoni1

  • 1NATO Communication and Information Agency, The Hague, Netherlands.

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|September 28, 2022
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Summary
This summary is machine-generated.

A new tool suite aids situational awareness and decision-making during the COVID-19 pandemic. It assesses risks to NATO operations by analyzing global COVID-19 data and internal impacts on services.

Keywords:
Covidadvanced data analyticsdata driven decision makingdata visualisationentity extractionnamed entity recognition

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Area of Science:

  • Military Science
  • Public Health
  • Data Science

Background:

  • The COVID-19 pandemic presented unprecedented challenges to global operations.
  • Effective situational awareness and decision support are critical for military organizations during crises.
  • The NCI Agency sought to understand COVID-19's impact on its services and NATO operations.

Purpose of the Study:

  • To develop and implement a tool suite for enhanced situational awareness and decision support.
  • To assess the potential impact of COVID-19 on Communication and Information Services (CIS) for NATO.
  • To identify risks to NATO operational functions stemming from the pandemic.

Main Methods:

  • Integration of open-source global COVID-19 data.
  • Inclusion of internal NCI Agency data on staff impact and service delivery.
  • Development of data science techniques for trend analysis and impact assessment.

Main Results:

  • The tool suite provides insights into COVID-19 trends and demographic impacts.
  • It supports business impact assessments, identifying affected services and sites.
  • Early indications of critical service disruptions were identified.

Conclusions:

  • The tool suite effectively supports data-driven decision-making in a military context.
  • It enhances understanding of pandemic-related risks to operational functions.
  • This approach demonstrates the value of data science in crisis management for military organizations.