ArticleScience advances2020
Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle.
Article in Science advances, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 246 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
246 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Pooled it
- Development and application of emotion recognition technology - a systematic literature review.BMC psychology · 2024Pooled it
- AI-Driven Approaches for the Detection, Classification, and Surveillance of Viral Pathogens: Current Advances, Challenges, and Future Directions.Pathogens (Basel, Switzerland) · 2026Review
- Fusion sensing for urban resilience.Innovation (Cambridge (Mass.)) · 2026Review
- An exploratory study of patient hospitalization patterns and behavioral risk factors using mobile phone location data.PLOS digital health · 2026Article
- Mobility data resolution needed to inform predictive models of spatial epidemic spread from mobile phone data.PLoS computational biology · 2026Article
- Assessing the usefulness of digital contact tracing using real-world contact data.Scientific reports · 2026Article
- Whispers of Pathogens; Social Contagion in Infectious Disease Dynamics: A Review.Health science reports · 2026Article
- Integrating behavioural experimental findings into dynamical models to inform social change interventions.Nature human behaviour · 2026Article
- Nontraditional Data in Pandemic Preparedness and Response: Identifying and Addressing First- and Last-Mile Challenges.Journal of medical Internet research · 2026Article
- Understanding how mobility and spatial disparities shape COVID-19 transmission under rotational and localized lockdowns.Scientific reports · 2026Article
- Article
- Mobility-driven synthetic contact matrices as a scalable solution for real-time pandemic response modeling.Nature communications · 2026Article
- Socioeconomic inequalities and the COVID-19 pandemic in France: Territorial analyzes based on epidemic wave and metropolitan area.PloS one · 2026Article
- Inferring mobility reductions from COVID-19 disease spread along the urban-rural gradient.Frontiers in public health · 2026Article
- Understanding crisis dynamics during public health emergencies: an integrated framework of social consequences, trust, and behavioral responses.Frontiers in public health · 2026Review
- Review
- Modelling practices, data provisioning, sharing and dissemination needs for pandemic decision-making: a European survey-based modellers' perspective, 2020 to 2022.Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin · 2025Article
- Assessing the impact of interregional mobility on COVID19 spread in Spain using transfer entropy.Scientific reports · 2025Article
- Article
186 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
24 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
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.