SynthesisFrontiers in public health2021
Digital Data Sources and Their Impact on People's Health: A Systematic Review of Systematic Reviews.
Synthesis in Frontiers in public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 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
20 citing papers in PubMed, 1 synthesis or guideline pooled it, 49 citations in OpenAlex.
- Digital dashboards visualizing public health data: a systematic review.Frontiers in public health · 2023Pooled it
- Stress Reduction in Perioperative Care: Feasibility Randomized Controlled Trial.Journal of medical Internet research · 2025Trial
- Multilingual analysis of public discourse on opioid and non-opioid analgesics through social media: a cross-sectional infodemiological study.BMC medical research methodology · 2026Article
- Digital epidemiology: Utilizing big data for public health surveillance and disease outbreak prediction.Journal of public health research · 2026Review
- Consolidation of health data to improve health data governance using the Multi-Source Data Analytics and Triangulation platform.BMJ health & care informatics · 2026Article
- Application of artificial intelligence in oral health management: challenges and opportunities.Frontiers in medicine · 2026Review
- Psychometric applications of generative artificial intelligence: Lifecycle, risks, and research agenda.PLOS mental health · 2026Review
- H3-MOSAIC: multimodal generative AI for semantic place detection from high-frequency GPS on H3 grids in mental health geomatics.International journal of health geographics · 2025Article
- Quality assessment of irritable bowel syndrome-related medical information on major video platforms in China: a cross-sectional study.BMJ open · 2025Article
- Balancing Risks and Opportunities: Data-Empowered-Health Ecosystems.Journal of medical Internet research · 2025Article
- The BrainHealth Databank: a systems approach to data-driven mental health care and research.Frontiers in neuroinformatics · 2025Article
- Parkinson's disease in the Lebanese population: knowledge and attitude scales' validation and correlates.BMC public health · 2024Article
- An Ontology to Bridge the Clinical Management of Patients and Public Health Responses for Strengthening Infectious Disease Surveillance: Design Science Study.JMIR formative research · 2024Article
- Infodemiology and infoveillance: framework for contagious exanthematous diseases, of childhood in Italy.Pathogens and global health · 2024Article
- New evidence on the real role of digital economy in influencing public health efficiency.Scientific reports · 2024Article
- Exploring the Role of Artificial Intelligence in Mental Healthcare: Current Trends and Future Directions - A Narrative Review for a Comprehensive Insight.Risk management and healthcare policy · 2024Review
- Knowledge, Attitude, and Practices of the General Population toward the Old-New Outbreak of Cholera in a Developing Country.Tropical medicine and infectious disease · 2023Article
- A Digital Health Intervention for Stress and Anxiety Relief in Perioperative Care: Protocol for a Feasibility Randomized Controlled Trial.JMIR research protocols · 2022Article
- Data and Digital Solutions to Support Surveillance Strategies in the Context of the COVID-19 Pandemic.Frontiers in digital health · 2021Review
- Digital access and health outcomes: The moderating role of socioeconomic status in health information seeking.Digital healthArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 2 countries.
Funding
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.