SynthesisFrontiers in digital health2020
Toward an Ethical Framework for the Text Mining of Social Media for Health Research: A Systematic Review.
Synthesis in Frontiers in digital health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 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
26 citing papers in PubMed, 1 synthesis or guideline pooled it, 59 citations in OpenAlex.
- Toward an Ethical Framework for the Text Mining of Social Media for Health Research: A Systematic Review.Frontiers in digital health · 2020Pooled it
- Thematic Mapping and Evolution of Social Media Mining in Health Research: Hybrid Bibliometric Synthesis.Journal of medical Internet research · 2026Review
- Rapid Qualitative Approaches in Pandemic Research: Protocol for an Exploratory Qualitative Multimethod Study (VERDIQual) on Mpox in Italy, Nigeria, Thailand, and the United Kingdom.JMIR research protocols · 2026Article
- Reddit and rare diseases: what myositis communities tell us about support and struggle.Oxford open digital health · 2026Article
- Ethical Considerations for the Use of Social Media in the Human Subjects Research Setting.Journal of medical Internet research · 2025Article
- AI-augmented frameworks for enhancing Alzheimer's disease clinical trials: A memory clinic perspective.The journal of prevention of Alzheimer's disease · 2025Article
- Analytic Methods to Investigate HIV-Related Digital Communication: A Scoping Review.Current HIV/AIDS reports · 2025Article
- Identifying Stigma Phenotypes in Social Media Narratives of Substance Use: Observational Study.Journal of medical Internet research · 2025Observational
- Investigating Social Media Use by Young People to Self-Manage Type 1 Diabetes Mellitus: Large-Scale Analysis of Social Media Discussions Using Topic Modeling.Journal of medical Internet research · 2025Article
- Investigating Experiences With Scarring Among Transgender and Gender Diverse People: Mixed Methods Study.JMIR dermatology · 2025Article
- Summarizing Online Patient Conversations Using Generative Language Models: Experimental and Comparative Study.JMIR medical informatics · 2025Article
- Ethical Design of Data-Driven Decision Support Tools for Improving Cancer Care: Embedded Ethics Review of the 4D PICTURE Project.JMIR cancer · 2025Review
- Stigma and Behavior Change Techniques in Substance Use Recovery: Qualitative Study of Social Media Narratives.JMIR formative research · 2025Article
- Description of Weight-Related Content and Recommended Dietary Behaviors for Weight Loss Frequently Reposted on X (Twitter) in English and Japanese: Content Analysis.Journal of medical Internet research · 2025Article
- Best practices for the collection and analysis of patient experience data from social media for patient-focused drug development.Frontiers in medicine · 2025Review
- Exploring online health information quality criteria on social media: a mixed method approach.BMC health services research · 2024Article
- Nutrients and Foods Recommended for Blood Pressure Control on Twitter in Japan: Content Analysis.Journal of medical Internet research · 2024Article
- Question-based computational language approach outperforms rating scales in quantifying emotional states.Communications psychology · 2024Article
- Patient listening on social media for patient-focused drug development: a synthesis of considerations from patients, industry and regulators.Frontiers in medicine · 2024Article
- Ethical guidance for conducting health research with online communities: A scoping review of existing guidance.PloS one · 2024Article
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 3 institutions in 1 country.
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.