Comparative Performance of Wastewater, Clinical, and Digital Surveillance Indicators for COVID-19 Monitoring in Routine Practice: Retrospective Observational Study
An integrated, multichannel surveillance strategy of leveraging wastewater, clinical, and digital streams with meteorological contextualization can strengthen early warning and situational awareness for respiratory pathogen threats.
Authors
- Sheng Wei (ORCID: https://orcid.org/0000-0001-6888-6301)
- Zhiqun Lei (ORCID: https://orcid.org/0000-0001-5180-5405)
- Xinyue Zhang (ORCID: https://orcid.org/0009-0002-5724-6389)
- Rui Wang (ORCID: https://orcid.org/0009-0003-4762-6342)
- Qi Wang (ORCID: https://orcid.org/0000-0002-8159-0270)
- Qiuyue Wang (ORCID: https://orcid.org/0000-0002-3621-8736)
- Jiayao Luo (ORCID: https://orcid.org/0009-0006-2106-5251)
- Eun‐Young Jin (ORCID: https://orcid.org/0009-0007-6509-7287)
Institutions
- Southern University of Science and Technology (CN)
- St. Mark's School of Texas (US)
- Huazhong University of Science and Technology (CN)
Publication Details
- Journal
- Journal of Medical Internet Research
- Published
- 2025-11-06
- DOI
- https://doi.org/10.2196/70232
- Citations
- 1
- Primary Topic
- SARS-CoV-2 detection and testing
- Type
- article
- Field-Weighted Citation Impact
- 1.40