Banner image placeholder
Banner image
Site avatar
Yongdong Ouyang
Assistant Professor

Curriculum vitae


Biostatistics and Bioinformatics

Roswell Park Comprehensive Cancer Center

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



Evaluation of injury prevention interventions using the stepped wedge cluster randomised trial design: key considerations


Journal article


Yongdong Ouyang, Christian Vaillancourt, Anna Heath, M. Taljaard, Colin Macarthur
Injury Prevention, 2025

Semantic Scholar DOI PubMed
Cite

Cite

APA   Click to copy
Ouyang, Y., Vaillancourt, C., Heath, A., Taljaard, M., & Macarthur, C. (2025). Evaluation of injury prevention interventions using the stepped wedge cluster randomised trial design: key considerations. Injury Prevention.


Chicago/Turabian   Click to copy
Ouyang, Yongdong, Christian Vaillancourt, Anna Heath, M. Taljaard, and Colin Macarthur. “Evaluation of Injury Prevention Interventions Using the Stepped Wedge Cluster Randomised Trial Design: Key Considerations.” Injury Prevention (2025).


MLA   Click to copy
Ouyang, Yongdong, et al. “Evaluation of Injury Prevention Interventions Using the Stepped Wedge Cluster Randomised Trial Design: Key Considerations.” Injury Prevention, 2025.


BibTeX   Click to copy

@article{yongdong2025a,
  title = {Evaluation of injury prevention interventions using the stepped wedge cluster randomised trial design: key considerations},
  year = {2025},
  journal = {Injury Prevention},
  author = {Ouyang, Yongdong and Vaillancourt, Christian and Heath, Anna and Taljaard, M. and Macarthur, Colin}
}

Abstract

Background Injury prevention interventions are often implemented at the group level via communities, hospitals, schools, etc, making cluster randomisation a suitable approach to evaluation. The stepped-wedge cluster randomised trial (SW-CRT) design has become increasingly popular for evaluating interventions in real-world settings. Method In this commentary, we describe the methodological characteristics of the SW-CRT design and highlight key threats to validity, relevant design and analytical issues, and scenarios in which the SW-CRT design might be a reasonable design choice. We illustrate these key points using a recently completed SW-CRT: the prehospital Canadian C-Spine trial. Results Seven potential biases associated with SW-CRTs, including: (1) secular trends, (2) confounding by external factors, (3) identification and recruitment bias, (4) contamination, (5) late and early transitioning, (6) risks of baseline imbalances due to small numbers of clusters and (7) statistical issues are discussed, along with potential mitigation strategies. Conclusion The SW-CRT design offers a pragmatic approach to evaluating injury prevention interventions that may involve a staggered rollout across services or regions. The design allows an intervention to be rolled out to all participating sites and provides an opportunity to efficiently evaluate effectiveness. It is important, however, for researchers to consider the unique design and analytic issues associated with the SW-CRT design. Mitigating potential threats to validity when using the SW-CRT design helps ensure robust evaluation of injury prevention interventions.



Translate to