ArticleDigital health
Use of digital technologies for public health surveillance during the COVID-19 pandemic: A scoping review.
Article in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
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Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Opportunities and challenges of artificial intelligence in public health: a systematic review on technological efficacy, ethical dilemmas, and governance pathways.Frontiers in public health · 2025Pooled it
- How Health Policies Shape Antibiotic Use: A Nationwide Study of "Access"-Group Antibiotics Availability and Consumption in a Middle-Income Country: The Case of Kazakhstan.Antibiotics (Basel, Switzerland) · 2026Article
- From legacy systems to real-time response: VPD-SMART implementation and its impact on public health surveillance in Paraguay and the Americas.SSM - health systems · 2026Article
- Research priorities for improved pandemic and epidemic intelligence.The Lancet. Global health · 2026Review
- Health Care Providers' Perspectives on Early Warning Systems for Acute Respiratory Infections in Canada: Qualitative Study.JMIR public health and surveillance · 2026Article
- Prevention as a Pillar of Communicable Disease Control: Strategies for Equity, Surveillance, and One Health Integration.Epidemiologia (Basel, Switzerland) · 2026Article
- Covid-19 testing in Primary Health Care: professionals' perceptions.Revista de saude publica · 2026Article
- The role of behavioral nudges in sustaining public health engagement through the "Tawakkalna" app: insights from healthcare professionals.Frontiers in public health · 2026Article
- Generative AI and the changing meaning of survey responses in digital health research.EXCLI journal · 2026Article
- Digital healthcare interventions to support parents with acutely ill children at home: A systematic review.PLOS digital health · 2025Article
- Deep learning model meets community-based surveillance of acute flaccid paralysis.Infectious Disease Modelling · 2025Article
- Digital tools and technologies used in food fortification: A scoping review.Annals of the New York Academy of Sciences · 2025Article
- Ethical prompting: toward strategies for rapid and inclusive assistance in dual-use AI systems.Frontiers in artificial intelligence · 2025Article
- Descriptive analysis of TikTok content on vaccination in Arabic.AIMS public health · 2025Article
- Implications of Big Data Analytics, AI, Machine Learning, and Deep Learning in the Health Care System of Bangladesh: Scoping Review.Journal of medical Internet research · 2024Article
- Progress Achieved, Landmarks, and Future Concerns in Biomedical and Health Informatics.Healthcare (Basel, Switzerland) · 2024Review
- Pandemics: past, present, and future: multitasking challenges in need of cross-disciplinary, transdisciplinary, and multidisciplinary collaborative solutions.Osong public health and research perspectives · 2024Article
- Short- and Long-Term Predicted and Witnessed Consequences of Digital Surveillance During the COVID-19 Pandemic: Scoping Review.JMIR public health and surveillance · 2024Article
- Unconventional data, unprecedented insights: leveraging non-traditional data during a pandemic.Frontiers in public health · 2024Article
Corrections and comments
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Authors and funding
14 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Throughout the COVID-19 pandemic, a variety of digital technologies have been leveraged for public health surveillance worldwide. However, concerns remain around the rapid development and deployment of digital technologies, how these technologies have been used, and their efficacy in supporting public health goals. Following the five-stage scoping review framework, we conducted a scoping review of the peer-reviewed and grey literature to identify the types and nature of digital technologies used for surveillance during the COVID-19 pandemic and the success of these measures. We conducted a search of the peer-reviewed and grey literature published between 1 December 2019 and 31 December 2020 to provide a snapshot of questions, concerns, discussions, and findings emerging at this pivotal time. A total of 147 peer-reviewed and 79 grey literature publications reporting on digital technology use for surveillance across 90 countries and regions were retained for analysis. The most frequently used technologies included mobile phone devices and applications, location tracking technologies, drones, temperature scanning technologies, and wearable devices. The utility of digital technologies for public health surveillance was impacted by factors including uptake of digital technologies across targeted populations, technological capacity and errors, scope, validity and accuracy of data, guiding legal frameworks, and infrastructure to support technology use. Our findings raise important questions around the value of digital surveillance for public health and how to ensure successful use of technologies while mitigating potential harms not only in the context of the COVID-19 pandemic, but also during other infectious disease outbreaks, epidemics, and pandemics.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.