Nontraditional Data in Pandemic Preparedness and Response: Identifying and Addressing First- and Last-Mile Challenges - Summary - MDSpire

Nontraditional Data in Pandemic Preparedness and Response: Identifying and Addressing First- and Last-Mile Challenges

  • By

  • Mattia Mazzoli

  • Irma Varela-Lasheras

  • Sónia Namorado

  • Constantino Pereira Caetano

  • Andreia Leite

  • Lisa Hermans

  • Niel Hens

  • Polen Türkmen

  • Kyriaki Kalimeri

  • Leo Ferres

  • Ciro Cattuto

  • Daniela Paolotti

  • Stefaan Verhulst

  • April 29, 2026

  • 0 min

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Objective:

To explore the role of nontraditional data (NTD) in enhancing pandemic preparedness and response efforts by addressing specific challenges related to data availability and retrieval.

Key Findings:
  • NTD can provide timely and granular data that traditional sources may not offer during public health crises, as evidenced by specific case studies.
  • Crowdsourcing platforms and wearable devices were effectively repurposed to monitor COVID-19 symptoms and trends, demonstrating their utility.
  • Wastewater-based epidemiology emerged as a powerful tool for early outbreak detection, with specific examples of its application.
Interpretation:

The use of NTD during the COVID-19 pandemic demonstrated its potential to fill critical data gaps and support evidence-based public health decision-making, highlighting the need for integration into standard practices.

Limitations:
  • Reliability and accuracy of NTD can vary based on data source and methodology, necessitating careful evaluation.
  • Privacy concerns may arise from the use of personal data in NTD, which must be addressed through robust ethical frameworks.
Conclusion:

Leveraging NTD can significantly enhance pandemic preparedness and response, but careful consideration of data quality and ethical implications is essential to ensure public trust.

Original Source(s)

Nontraditional Data in Pandemic Preparedness and Response: Identifying and Addressing First- and Last-Mile Challenges

  • by Mattia Mazzoli, Irma Varela-Lasheras, Sónia Namorado, Constantino Pereira Caetano, Andreia Leite, Lisa Hermans, Niel Hens, Polen Türkmen, Kyriaki Kalimeri, Leo Ferres, Ciro Cattuto, Daniela Paolotti, Stefaan Verhulst

  • April 29, 2026

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