ArticleScientific data2018
On the privacy-conscientious use of mobile phone data.
Article in Scientific data, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 1 of them a synthesis 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
33 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A Systematic Review of Mobile Phone Data in Crime Applications: A Coherent Taxonomy Based on Data Types and Analysis Perspectives, Challenges, and Future Research Directions.Sensors (Basel, Switzerland) · 2023Pooled it
- Urban vibrancy: An analogy of biodiversity, retail diversity, and activity-based urban diversity measures.PNAS nexus · 2026Article
- Characterizing US Spatial Connectivity and Implications for Geographical Disease Dynamics and Metapopulation Modeling: Longitudinal Observational Study.JMIR public health and surveillance · 2025Observational
- Collaborative and privacy-enhancing workflows on a clinical data warehouse: an example developing natural language processing pipelines to detect medical conditions.Journal of the American Medical Informatics Association : JAMIA · 2024Article
- YJMob100K: City-scale and longitudinal dataset of anonymized human mobility trajectories.Scientific data · 2024Article
- Characterizing collective physical distancing in the U.S. during the first nine months of the COVID-19 pandemic.PLOS digital health · 2024Article
- A standardised differential privacy framework for epidemiological modeling with mobile phone data.PLOS digital health · 2023Article
- Mobile Phone Data: A Survey of Techniques, Features, and Applications.Sensors (Basel, Switzerland) · 2023Review
- A dataset to assess mobility changes in Chile following local quarantines.Scientific data · 2023Article
- Article
- Connecting the dots: understanding how human mobility shapes TB epidemics.Trends in microbiology · 2022Review
- Mobile phone data reveal the effects of violence on internal displacement in Afghanistan.Nature human behaviour · 2022Article
- Interaction data are identifiable even across long periods of time.Nature communications · 2022Article
- News or social media? Socio-economic divide of mobile service consumption.Journal of the Royal Society, Interface · 2021Article
- Recent Developments in Privacy-Preserving Mining of Clinical Data.ACM/IMS transactions on data science · 2021Article
- Data in Crisis - Rethinking Disaster Preparedness in the United States.The New England journal of medicine · 2021Article
- Measuring global multi-scale place connectivity using geotagged social media data.Scientific reports · 2021Article
- Inference and influence of network structure using snapshot social behavior without network data.Science advances · 2021Article
- Spatiotemporal contact density explains the disparity of COVID-19 spread in urban neighborhoods.Scientific reports · 2021Article
- Key opportunities and challenges for the use of big data in migration research and policy.UCL open. Environment · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
21 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.