Registry-based randomised controlled trials: conduct, advantages and challenges—a systematic review
Open accessAbstract
Background: Registry-based randomised controlled trials (rRCTs) have been described as pragmatic studies utilising patient data embedded in large-scale registries to facilitate key clinical trial procedures including recruitment, randomisation and the collection of outcome data. Whilst the practice of utilising registries to support the conduct of randomised trials is increasing, the use of the registries within rRCTs is inconsistent. The purpose of this systematic review is to explore the conduct of rRCTs using a patient registry to facilitate trial recruitment and the collection of outcome data, and to discuss the advantages and challenges of rRCTs. Methods: A systematic search of the literature was conducted using five databases from inception to June 2020: PubMed, Embase (through Ovid), CINAHL, Scopus and the Cochrane Controlled Register of Trials (CENTRAL). The search strategy comprised of MESH terms and key words related to rRCTs. Study selection was performed independently by two reviewers. A risk of bias for each study was completed. A narrative synthesis was conducted. Results: A total 47,862 titles were screened and 24 rRCTs were included. Eleven rRCTs (45.8%) used more than one registry to facilitate trial conduct. Six rRCTs (25%) randomised participants via a specific randomisation module embedded within a registry. Recruitment ranged between 209 to 106,000 participants. Advantages of rRCTs are recruitment efficiency, shorter trial times, cost effectiveness, outcome data completeness, smaller carbon footprint, lower participant burden and the ability to conduct multiple trials from the same registry. Challenges are data collection/management, quality assurance issues and the timing of informed consent. Conclusions: Optimising the design of rRCTs is dependent on the capabilities of the registry. New registries should be designed and existing registries reviewed to enable the conduct of rRCTs. At all times, data management and quality assurance of all registry data should be given key consideration. We suggest the inclusion of the term ‘registry-based’ in the title of all rRCT manuscripts and a clear simple breakdown of the registry-based conduct of the trial in the abstract to facilitate indexing in the major databases.
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The costs of such trials are typically much lower than those of traditional RCTs.
“The costs of such trials are typically much lower than those of traditional RCTs (Shiely et al. 2024).”
From Dental Research in the Digital Age: The Registry-Based Clinical Trial. (2026) · cites this paper as Shiely et al. 2024
The Discussion says registry-based methods can reduce trial costs, but it also says the review included no cost-effectiveness comparison with a traditional RCT and notes considerable initial setup costs. The source therefore supports potential savings, not the claim that these trials typically cost much less than traditional RCTs. (LLM, conf=0.88)
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Rayyan-a web and mobile app for systematic reviews.
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Registry-based randomized clinical trials—a new clinical trial paradigm
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Dental Research in the Digital Age: The Registry-Based Clinical Trial.
Joda, T., Settecase, E., Heitz‐Mayfield, L., Derks, J., Jung, R. E., & Zitzmann, N. U. (2026) · Clinical oral implants research · doi:10.1111/clr.70061 · Cited by 2 · see citing works
- Authors
- Shiely, F., O Shea, N., Murphy, E., & Eustace, J.
- Affiliations
- University College Cork (IE)
- Cork University Hospital (IE)
- Corresponding author
- Shiely, Frances
- Venue
- Trials
- Published
- 2024-06-11
- Volume
- 25
- Issue
- 1
- Pages
- 375-375
- ISSN
- 1745-6215 (ISSN-L)
- PMC
- PMC11165819
- OpenAlex
- W4399514853
- Cited by
- 24
- References
- 3
- Citations by year
- 2026: 14 · 2025: 6 · 2024: 4
- FWCI
- 1.55
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Trials (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- Health Research Board (HRB-TMRN-2017-001.)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Health Sciences › Health Professions › Health Information Management › Electronic Health Records Systems
- Keywords
- patient registry, trial recruitment, randomization, outcome data collection, pragmatic trials, quality assurance, informed consent, registry design
- MeSH terms
- Humans, Registries, Research Design, Randomized Controlled Trials as Topic, Patient Selection, Pragmatic Clinical Trials as Topic
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