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Yongdong Ouyang
Assistant Professor

Curriculum vitae


Biostatistics and Bioinformatics

Roswell Park Comprehensive Cancer Center

RSC 424, Elm & Carlton St, Buffalo, New York, USA



A scoping review described diversity in methods of randomization and reporting of baseline balance in stepped-wedge cluster randomized trials


Journal article


Pascale Nevins, Kendra Davis-Plourde, J. P. Macedo, Yongdong Ouyang, Mary M Ryan, Guangyu Tong, Xueqi Wang, C. Meng, Luis Ortiz-Reyes, Fan Li, A. Caille, M. Taljaard
Journal of Clinical Epidemiology, 2023

Semantic Scholar DOI PubMedCentral PubMed
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APA   Click to copy
Nevins, P., Davis-Plourde, K., Macedo, J. P., Ouyang, Y., Ryan, M. M., Tong, G., … Taljaard, M. (2023). A scoping review described diversity in methods of randomization and reporting of baseline balance in stepped-wedge cluster randomized trials. Journal of Clinical Epidemiology.


Chicago/Turabian   Click to copy
Nevins, Pascale, Kendra Davis-Plourde, J. P. Macedo, Yongdong Ouyang, Mary M Ryan, Guangyu Tong, Xueqi Wang, et al. “A Scoping Review Described Diversity in Methods of Randomization and Reporting of Baseline Balance in Stepped-Wedge Cluster Randomized Trials.” Journal of Clinical Epidemiology (2023).


MLA   Click to copy
Nevins, Pascale, et al. “A Scoping Review Described Diversity in Methods of Randomization and Reporting of Baseline Balance in Stepped-Wedge Cluster Randomized Trials.” Journal of Clinical Epidemiology, 2023.


BibTeX   Click to copy

@article{pascale2023a,
  title = {A scoping review described diversity in methods of randomization and reporting of baseline balance in stepped-wedge cluster randomized trials},
  year = {2023},
  journal = {Journal of Clinical Epidemiology},
  author = {Nevins, Pascale and Davis-Plourde, Kendra and Macedo, J. P. and Ouyang, Yongdong and Ryan, Mary M and Tong, Guangyu and Wang, Xueqi and Meng, C. and Ortiz-Reyes, Luis and Li, Fan and Caille, A. and Taljaard, M.}
}

Abstract

Objectives: In stepped-wedge cluster randomized trials (SW-CRTs), clusters are randomized not to treatment and control arms but to sequences dictating the times of crossing from control to intervention conditions. Randomization is an essential feature of this design but application of standard methods to promote and report on balance at baseline is not straightforward. We aimed to describe current methods of randomization and reporting of balance at baseline in SW-CRTs. Study Design and Setting: We used electronic searches to identify primary reports of SW-CRTs published between 2016 and 2022. Results: Across 160 identified trials, the median number of clusters randomized was 11 (Q1-Q3: 8–18). Sixty-three (39%) used restricted randomization–most often stratification based on a single cluster-level covariate; 12 (19%) of these adjusted for the covariate(s) in the primary analysis. Overall, 50 (31%) and 134 (84%) reported on balance at baseline on cluster- and individual-level characteristics, respectively. Balance on individual-level characteristics was most often reported by condition in cross-sectional designs and by sequence in cohort designs. Authors reported baseline imbalances in 72 (45%) trials. Conclusion: SW-CRTs often randomize a small number of clusters using unrestricted allocation. Investigators need guidance on appropriate methods of randomization and assessment and reporting of balance at baseline.



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