ArticleJournal of the American Medical Informatics Association : JAMIA
Data standards in clinical research: gaps, overlaps, challenges and future directions.
Article in Journal of the American Medical Informatics Association : JAMIA. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 65 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
65 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Data standards for atrial fibrillation/flutter and catheter ablation: the European Unified Registries for Heart Care Evaluation and Randomized Trials (EuroHeart).European heart journal. Quality of care & clinical outcomes · 2023Pooled it
- Anonymization and visualization of health data and biomarkers.NPJ digital medicine · 2026Article
- Mondo: integrating disease terminology across communities.Genetics · 2026Article
- Data capture, collection, management, and storage systems for clinical research: A scoping review protocol.PloS one · 2026Article
- Recommendations for Standardizing Nuclear Medicine Terminology and Data in the Era of Theranostics and Artificial Intelligence.Journal of nuclear medicine : official publication, Society of Nuclear Medicine · 2025Article
- Supporting rapid innovation in research data capture and management: the REDCap external module framework.Journal of the American Medical Informatics Association : JAMIA · 2025Article
- Causal inference for time series datasets with partially overlapping variables.Journal of biomedical informatics · 2025Article
- Improving the User Interface and Guiding the Development of Effective Training Material for a Clinical Research Recruitment and Retention Dashboard: Usability Testing Study.JMIR formative research · 2025Article
- Integrating community perspectives to improve survey completion rates in public health research by refining controversial survey elements.Journal of clinical and translational science · 2025Article
- Establishment of a Dataset for the Traditional Korean Medicine Examination in Healthy Adults.Healthcare (Basel, Switzerland) · 2024Article
- Data-driven, cross-disciplinary collaboration: lessons learned at the largest academic health center in Latin America during the COVID-19 pandemic.Frontiers in public health · 2024Article
- Data Management 101 for drug developers: A peek behind the curtain.Clinical and translational science · 2023Review
- Methodology for the development of international clinical data standards for common cardiovascular conditions: European Unified Registries for Heart Care Evaluation and Randomised Trials (EuroHeart).European heart journal. Quality of care & clinical outcomes · 2023Article
- Natural History and Real-World Data in Rare Diseases: Applications, Limitations, and Future Perspectives.Journal of clinical pharmacology · 2022Review
- TransformEHRs: a flexible methodology for building transparent ETL processes for EHR reuse.Methods of information in medicine · 2022Article
- Clinical Data Interchange Standards in Clinical Trials on Alzheimer's Disease.Psychiatry investigation · 2022Article
- Health Informatics: Engaging Modern Healthcare Units: A Brief Overview.Frontiers in public health · 2022Review
- A framework for validating AI in precision medicine: considerations from the European ITFoC consortium.BMC medical informatics and decision making · 2021Article
- Fast-Tracking Health Data Standards Development and Adoption in Real-World Settings: A Pilot Approach.Applied clinical informatics · 2021Article
- Obtaining EHR-derived datasets for COVID-19 research within a short time: a flexible methodology based on Detailed Clinical Models.Journal of biomedical informatics · 2021Article
5 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
2 authors.
Funding
Abstract
Current efforts to define and implement health data standards are driven by issues related to the quality, cost and continuity of care, patient safety concerns, and desires to speed clinical research findings to the bedside. The President's goal for national adoption of electronic medical records in the next decade, coupled with the current emphasis on translational research, underscore the urgent need for data standards in clinical research. This paper reviews the motivations and requirements for standardized clinical research data, and the current state of standards development and adoption--including gaps and overlaps--in relevant areas. Unresolved issues and informatics challenges related to the adoption of clinical research data and terminology standards are mentioned, as are the collaborations and activities the authors perceive as most likely to address them.
Indexed as
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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.