ArticleScientific data2018
Overview and experience of the YODA Project with clinical trial data sharing after 5 years.
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 32 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
32 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Pooled it
- Pooled it
- Updating insights into rosiglitazone and cardiovascular risk through shared data: individual patient and summary level meta-analyses.BMJ (Clinical research ed.) · 2020Pooled it
- In conversation with Dr. Joseph S. Ross: Utility and issues around clinical datasets, the example of the YODA project.The Indian journal of medical research · 2026Article
- FedECA: federated external control arms for causal inference with time-to-event data in distributed settings.Nature communications · 2025Article
- Concordance between clinical trial data use request proposals and corresponding publications: A cross-sectional study.Clinical trials (London, England) · 2025Article
- Comment: Advancing Clinical Trials with Novel Designs and Implementations.Statistical science : a review journal of the Institute of Mathematical Statistics · 2023Article
- Digital Research Environment(DRE)-enabled Artificial Intelligence (AI) to facilitate early stage drug development.Frontiers in pharmacology · 2023Article
- External control arm analysis: an evaluation of propensity score approaches, G-computation, and doubly debiased machine learning.BMC medical research methodology · 2022Article
- Identifying surrogate markers in real-world comparative effectiveness research.Statistics in medicine · 2022Article
- Characterization and corroboration of safety signals identified from the US Food and Drug Administration Adverse Event Reporting System, 2008-19: cross sectional study.BMJ (Clinical research ed.) · 2022Article
- Early termination of pivotal trials in Alzheimer's disease-Preserving optimal value for participants and science.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2022Article
- Regulatory Frameworks for Clinical Trial Data Sharing: Scoping Review.Journal of medical Internet research · 2022Article
- COVID-19 interventional trials: Analysis of data sharing intentions during a time of pandemic.Contemporary clinical trials · 2022Article
- Cancer patient survival can be parametrized to improve trial precision and reveal time-dependent therapeutic effects.Nature communications · 2022Article
- Health Data Sharing Platforms: Serving Researchers through Provision of Access to High-Quality Data for Reuse.Health data science · 2022Review
- Characteristics of available studies and dissemination of research using major clinical data sharing platforms.Clinical trials (London, England) · 2021Review
- Comparing current and emerging practice models for the extrapolation of survival data: a simulation study and case-study.BMC medical research methodology · 2021Article
- Artificial intelligence for assisting cancer diagnosis and treatment in the era of precision medicine.Cancer communications (London, England) · 2021Review
- Big Data in Nephrology.Nature reviews. Nephrology · 2021Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors.
Funding
Abstract
The Yale University Open Data Access (YODA) Project has facilitated access to clinical trial data since 2013. The purpose of this article is to provide an overview of the Project, describe key decisions that were made when establishing data sharing policies, and suggest how our experience and the experiences of our first two data generator partners, Medtronic, Inc. and Johnson & Johnson, can be used to enhance other ongoing or future initiatives.
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.