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Methodological review showed that time-to-event outcomes are often inadequately handled in cluster randomized trials
- Source :
- Journal of Clinical Epidemiology, Journal of Clinical Epidemiology, Elsevier, 2021, 134, pp.125-137. ⟨10.1016/j.jclinepi.2021.02.004⟩, Journal of Clinical Epidemiology, 2021, 134, pp.125-137. ⟨10.1016/j.jclinepi.2021.02.004⟩
- Publication Year :
- 2021
- Publisher :
- Elsevier BV, 2021.
-
Abstract
- International audience; Objectives: To estimate the prevalence of time-to-event (TTE) outcomes in cluster randomized trials (CRTs) and to examine their statistical management. Study design and setting: We searched PubMed to identify primary reports of CRTs published in six major general medical journals (2013-2018). Nature of outcomes and, for TTE outcomes, statistical methods for sample size, analysis, and measures of intracluster correlation were extracted.Results: A TTE analysis was used in 17% of the CRTs (32/184) either as a primary or secondary outcome analysis, or in a sensitivity analysis. Among the five CRTs with a TTE primary outcome, two accounted for both intracluster correlation and the TTE nature of the outcome in sample size calculation; one reported a measure of intracluster correlation in the analysis. Among the 32 CRTs with a least one TTE analysis, 44% (14/32) accounted for clustering in all TTE analyses. We identified 12 additional CRTs in which there was at least one outcome not analyzed as TTE for which a TTE analysis might have been preferred.Conclusion: TTE outcomes are not uncommon in CRTs but appropriate statistical methods are infrequently used. Our results suggest that further methodological development and explicit recommendations for TTE outcomes in CRTs are needed.
- Subjects :
- Research Report
medicine.medical_specialty
Time Factors
Statistical methods
Epidemiology
Cluster randomized trial
Time-to-event outcome
Disease cluster
Intracluster correlation coefficient
law.invention
03 medical and health sciences
0302 clinical medicine
CRTS
Randomized controlled trial
law
Prevalence
Cluster Analysis
Humans
Medicine
030212 general & internal medicine
Cluster randomised controlled trial
Survival analysis
Randomized Controlled Trials as Topic
Event (probability theory)
[STAT.ME] Statistics [stat]/Methodology [stat.ME]
Methodological review
business.industry
Outcome (probability)
3. Good health
body regions
[SDV.SPEE] Life Sciences [q-bio]/Santé publique et épidémiologie
Sample size determination
Data Interpretation, Statistical
Sample Size
Physical therapy
[SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie
business
[STAT.ME]Statistics [stat]/Methodology [stat.ME]
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 08954356 and 20132018
- Volume :
- 134
- Database :
- OpenAIRE
- Journal :
- Journal of Clinical Epidemiology
- Accession number :
- edsair.doi.dedup.....14c7825f89d6d889fd2f5984979aa24f
- Full Text :
- https://doi.org/10.1016/j.jclinepi.2021.02.004