Harnessing Participatory Surveillance Cohorts and Proxy Indicators to Dynamically Track Epidemic Trends and Undiagnosed COVID-19 Infections in Singapore: Longitudinal Observational Study - Summary - MDSpire

Harnessing Participatory Surveillance Cohorts and Proxy Indicators to Dynamically Track Epidemic Trends and Undiagnosed COVID-19 Infections in Singapore: Longitudinal Observational Study

  • By

  • Sheng En Alexius Matthias Soh

  • Aung Hein Aung

  • Wei Ling Brenda Ong

  • Kangwei Zeng

  • Jean-Marc Chavatte

  • Lin Cui

  • Raymond Valentine Tzer Pin Lin

  • Vanessa W Lim

  • May O Lwin

  • I-Cheng Mark Chen

  • June 10, 2026

  • 0 min

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Objective:

Emphasize the integration of participatory surveillance with other data streams.

Key Findings:
  • Add implications of higher incidence estimates.
Interpretation:

Include potential applications of the framework beyond COVID-19.

Limitations:
  • Add a limitation regarding the digital divide.
Conclusion:

Suggest specific contexts or infections for adaptation.

Sources:

Original Source(s)

Harnessing Participatory Surveillance Cohorts and Proxy Indicators to Dynamically Track Epidemic Trends and Undiagnosed COVID-19 Infections in Singapore: Longitudinal Observational Study

  • by Sheng En Alexius Matthias Soh, Aung Hein Aung, Wei Ling Brenda Ong, Kangwei Zeng, Jean-Marc Chavatte, Lin Cui, Raymond Valentine Tzer Pin Lin, Vanessa W Lim, May O Lwin, I-Cheng Mark Chen

  • June 10, 2026

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