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Research ArticleMETHODOLOGY

Considerations Before Selecting a Stepped-Wedge Cluster Randomized Trial Design for a Practice Improvement Study

Ann M. Nguyen, Charles M. Cleland, L. Miriam Dickinson, Michael P. Barry, Samuel Cykert, F. Daniel Duffy, Anton J. Kuzel, Stephan R. Lindner, Michael L. Parchman, Donna R. Shelley and Theresa L. Walunas
The Annals of Family Medicine May 2022, 20 (3) 255-261; DOI: https://doi.org/10.1370/afm.2810
Ann M. Nguyen
1Rutgers University, Center for State Health Policy, New Brunswick, New Jersey
PhD, MPH
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  • For correspondence: anguyen@ifh.rutgers.edu
Charles M. Cleland
2NYU Langone Health, New York, New York
PhD
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L. Miriam Dickinson
3University of Colorado, Aurora, Colorado
PhD
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Michael P. Barry
4SUNY Downstate Health Sciences University College of Medicine, Brooklyn, New York
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Samuel Cykert
5University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
MD
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F. Daniel Duffy
6University of Oklahoma Health Sciences Center, Tulsa, Oklahoma
MD, MACP
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Anton J. Kuzel
7Virginia Commonwealth University, Richmond, Virginia
MD, MHPE
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Stephan R. Lindner
8Oregon Health & Science University, Portland, Oregon
PhD
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Michael L. Parchman
9Kaiser Permanente Washington Health Research Institute, Seattle, Washington
MD, MPH
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Donna R. Shelley
10New York University School of Global Public Health, New York, New York
MD, MPH
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Theresa L. Walunas
11Northwestern University, Feinberg School of Medicine, Chicago, Illinois
PhD
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Abstract

PURPOSE Despite the growing popularity of stepped-wedge cluster randomized trials (SW-CRTs) for practice-based research, the design’s advantages and challenges are not well documented. The objective of this study was to identify the advantages and challenges of the SW-CRT design for large-scale intervention implementations in primary care settings.

METHODS The EvidenceNOW: Advancing Heart Health initiative, funded by the Agency for Healthcare Research and Quality, included a large collection of SW-CRTs. We conducted qualitative interviews with 17 key informants from EvidenceNOW grantees to identify the advantages and challenges of using SW-CRT design.

RESULTS All interviewees reported that SW-CRT can be an effective study design for large-scale intervention implementations. Advantages included (1) incentivized recruitment, (2) staggered resource allocation, and (3) statistical power. Challenges included (1) time-sensitive recruitment, (2) retention, (3) randomization requirements and practice preferences, (4) achieving treatment schedule fidelity, (5) intensive data collection, (6) the Hawthorne effect, and (7) temporal trends.

CONCLUSIONS The challenges experienced by EvidenceNOW grantees suggest that certain favorable real-world conditions constitute a context that increases the odds of a successful SW-CRT. An existing infrastructure can support the recruitment of many practices. Strong retention plans are needed to continue to engage sites waiting to start the intervention. Finally, study outcomes should be ones already captured in routine practice; otherwise, funders and investigators should assess the feasibility and cost of data collection.

VISUAL ABSTRACT

Key words:
  • stepped wedge cluster randomized trial
  • practice improvement
  • study design
  • implementation
  • qualitative
  • Received for publication September 2, 2020.
  • Revision received September 1, 2021.
  • Accepted for publication September 30, 2021.
  • © 2022 Annals of Family Medicine, Inc.
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The Annals of Family Medicine: 20 (3)
The Annals of Family Medicine: 20 (3)
Vol. 20, Issue 3
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Considerations Before Selecting a Stepped-Wedge Cluster Randomized Trial Design for a Practice Improvement Study
Ann M. Nguyen, Charles M. Cleland, L. Miriam Dickinson, Michael P. Barry, Samuel Cykert, F. Daniel Duffy, Anton J. Kuzel, Stephan R. Lindner, Michael L. Parchman, Donna R. Shelley, Theresa L. Walunas
The Annals of Family Medicine May 2022, 20 (3) 255-261; DOI: 10.1370/afm.2810

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Considerations Before Selecting a Stepped-Wedge Cluster Randomized Trial Design for a Practice Improvement Study
Ann M. Nguyen, Charles M. Cleland, L. Miriam Dickinson, Michael P. Barry, Samuel Cykert, F. Daniel Duffy, Anton J. Kuzel, Stephan R. Lindner, Michael L. Parchman, Donna R. Shelley, Theresa L. Walunas
The Annals of Family Medicine May 2022, 20 (3) 255-261; DOI: 10.1370/afm.2810
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