ArticleAsian bioethics review2019
An Ethics Framework for Big Data in Health and Research.
Article in Asian bioethics review, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 52 papers, 3 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
52 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Narratives and tensions in the ethics of human proteomics literature: a scoping review.BMC medical ethics · 2026Pooled it
- Ethical issues raised by artificial intelligence and big data in population health: a scoping review.Frontiers in sociology · 2025Pooled it
- Mapping the regulatory landscape of AI in healthcare in Africa.Frontiers in pharmacology · 2023Pooled it
- The Continuity Trap in Data Science Health Research.Journal of medical Internet research · 2026Article
- A Novel Pathway for Integrating Ethics into Digital Technology Design: A Person-Centred Co-Design Approach Developed in the Context of Assistive Technologies for Older Adults.Science and engineering ethics · 2026Article
- Ethical integration of patient-reported outcomes and digital biomarkers in AI healthcare models: an expert consensus framework.Frontiers in digital health · 2026Article
- Augmenting research consent: should large language models (LLMs) be used for informed consent to clinical research?Research ethics · 2025Article
- Ethical and legal considerations governing use of health data for quality improvement and performance management: a scoping review of the perspectives of health professionals and administrators.BMJ open quality · 2025Article
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- Proxies of Trustworthiness: A Novel Framework to Support the Performance of Trust in Human Health Research.Journal of bioethical inquiry · 2024Article
- Population-level administrative data: A resource to advance psychological science.Current directions in psychological science · 2024Article
- Promoting Data Sharing: The Moral Obligations of Public Funding Agencies.Science and engineering ethics · 2024Article
- Challenges and Opportunities in Big Data Science to Address Health Inequities and Focus the HIV Response.Current HIV/AIDS reports · 2024Review
- An ethics framework for the transition to an operational learning healthcare system.Learning health systems · 2024Article
- Incorporation of "Artificial Intelligence" for Objective Pain Assessment: A Comprehensive Review.Pain and therapy · 2024Review
- Article
- The value of standards for health datasets in artificial intelligence-based applications.Nature medicine · 2023Article
- An ethical code for collecting, using and transferring sensitive health data: outcomes of a modified Policy Delphi process in Singapore.BMC medical ethics · 2023Article
- Web based research in sexual medicine: a position statement of the European Society for Sexual Medicine.Sexual medicine · 2023Review
- Reimagining research ethics to include environmental sustainability: a principled approach, including a case study of data-driven health research.Journal of medical ethics · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Ethical decision-making frameworks assist in identifying the issues at stake in a particular setting and thinking through, in a methodical manner, the ethical issues that require consideration as well as the values that need to be considered and promoted. Decisions made about the use, sharing, and re-use of big data are complex and laden with values. This paper sets out an
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.