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The stepped wedge trial design: a systematic review
Open accessAbstract
BACKGROUND: Stepped wedge randomised trial designs involve sequential roll-out of an intervention to participants (individuals or clusters) over a number of time periods. By the end of the study, all participants will have received the intervention, although the order in which participants receive the intervention is determined at random. The design is particularly relevant where it is predicted that the intervention will do more good than harm (making a parallel design, in which certain participants do not receive the intervention unethical) and/or where, for logistical, practical or financial reasons, it is impossible to deliver the intervention simultaneously to all participants. Stepped wedge designs offer a number of opportunities for data analysis, particularly for modelling the effect of time on the effectiveness of an intervention. This paper presents a review of 12 studies (or protocols) that use (or plan to use) a stepped wedge design. One aim of the review is to highlight the potential for the stepped wedge design, given its infrequent use to date. METHODS: Comprehensive literature review of studies or protocols using a stepped wedge design. Data were extracted from the studies in three categories for subsequent consideration: study information (epidemiology, intervention, number of participants), reasons for using a stepped wedge design and methods of data analysis. RESULTS: The 12 studies included in this review describe evaluations of a wide range of interventions, across different diseases in different settings. However the stepped wedge design appears to have found a niche for evaluating interventions in developing countries, specifically those concerned with HIV. There were few consistent motivations for employing a stepped wedge design or methods of data analysis across studies. The methodological descriptions of stepped wedge studies, including methods of randomisation, sample size calculations and methods of analysis, are not always complete. CONCLUSION: While the stepped wedge design offers a number of opportunities for use in future evaluations, a more consistent approach to reporting and data analysis is required.
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“In addition, contamination between participants who have received the intervention and those awaiting roll-out may occur, and analyses can be complex due to time-varying effects and intra-cluster correlation, requiring appropriate analytic approaches (3, 8, 16, 19).”
From Applications and implementation considerations for stepped-wedge designs in sub-Saharan Africa: a systematic review (2026) · cites this paper as [3]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
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“The primary motivations for employing the SWD in SSA research are to address ethical concerns regarding withholding potentially beneficial interventions and to manage the logistical challenges of simultaneous intervention implementation across diverse, resource-limited settings (3, 13, 18, 20).”
From Applications and implementation considerations for stepped-wedge designs in sub-Saharan Africa: a systematic review (2026) · cites this paper as [3]
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“The phased approach allows for adjustments based on initial findings, enhancing the intervention's overall effectiveness (3, 12, 20–22).”
From Applications and implementation considerations for stepped-wedge designs in sub-Saharan Africa: a systematic review (2026) · cites this paper as [3]
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“Stepped-wedge trials can also extend study duration compared with traditional parallel designs, particularly when outcomes are measured shortly after implementation (2, 3, 15).”
From Applications and implementation considerations for stepped-wedge designs in sub-Saharan Africa: a systematic review (2026) · cites this paper as [3]
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“In addition, contamination between participants who have received the intervention and those awaiting roll-out may occur, and analyses can be complex due to time-varying effects and intra-cluster correlation, requiring appropriate analytic approaches (3, 8, 16, 19).”
From Applications and implementation considerations for stepped-wedge designs in sub-Saharan Africa: a systematic review (2026) · cites this paper as [3]
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“This breadth reinforces SWD's versatility for evaluating both health impacts and system performance within routine care and public health programs (2, 3, 15).”
From Applications and implementation considerations for stepped-wedge designs in sub-Saharan Africa: a systematic review (2026) · cites this paper as [3]
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“This type of roll-out design has been used for about two decades in effectiveness trials, where it is known as a dynamic wait-listed design (17) or a stepped-wedge design (10).”
From An Overview of Research and Evaluation Designs for Dissemination and Implementation (2017) · cites this paper as [10]
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Cites
(1979) · Medical Entomology and Zoology · Cited by 11,252
Quasi-experimentation: Design and analysis issues for field settings
Shrout, P. E. (1980) · Evaluation and Program Planning · doi:10.1016/0149-7189(80)90063-4 · Cited by 6,091
Moher, D., Schulz, K. F., & Altman, D. G. (2001) · The Lancet · doi:10.1016/s0140-6736(00)04337-3 · Cited by 5,373
Consort 2010 statement: extension to cluster randomised trials
Campbell, M. K., Piaggio, G., Elbourne, D. R., Altman, D. G., & for the CONSORT Group (2012) · BMJ · doi:10.1136/bmj.e5661 · Cited by 3,510
Single Case Experimental Designs: Strategies for Studying Behavior Change
Barlow, D. H., Nock, M. K., & Hersen, M. (1976) · Cited by 3,036
Moher, D., Schulz, K. F., & Altman, D. G. (2001) · BMC Medical Research Methodology · doi:10.1186/1471-2288-1-2 · Cited by 2,755
CONSORT statement: extension to cluster randomised trials
Campbell, M. K., Elbourne, D. R., & Altman, D. G. (2004) · BMJ · doi:10.1136/bmj.328.7441.702 · Cited by 2,557
Design and analysis of stepped wedge cluster randomized trials.
Hussey, M. A., & Hughes, J. (2007) · Contemporary Clinical Trials · doi:10.1016/j.cct.2006.05.007 · Cited by 1,297
Habicht, J. (1999) · International Journal of Epidemiology · doi:10.1093/ije/28.1.10 · Cited by 729
Priestley, G., Watson, W., Rashidian, A., Mozley, C. G., Russell, D., Wilson, J., Cope, J., Hart, D., Kay, D., Cowley, K., et al. (2004) · Intensive Care Medicine · doi:10.1007/s00134-004-2268-7 · Cited by 374
Research works printed but not linked: 1
- Chaisson RE, Durovni B, Cavalcante S, Golub JE, King B, Saraceni V, Efron A, Bishal D: The THRio Study. 2005, Further information about this study was obtained through contact with the authors, [ http://www.tbhiv-create.org/Studies/THRio.htm ]
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mHealth to improve implementation of TB contact investigation: a case study from Uganda
Gupta, A. J., Turimumahoro, P., Ochom, E., Ggita, J. M., Babirye, D., Ayakaka, I., Mark, D., Okello, D. A., Cattamanchi, A., Dowdy, D. W., et al. (2023) · Implementation Science Communications · doi:10.1186/s43058-023-00448-w · Cited by 18
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Wilkie, D. J., Fitchett, G. A., Yao, Y., Schoppee, T. M., Delgado-Guay, M. O., Hauser, J. M., Kittelson, S. M., O’Mahony, S., Rabow, M. W., Quest, T. E., et al. (2023) · Journal of Palliative Medicine · doi:10.1089/jpm.2023.0336 · Cited by 17
Ouyang, Y., Taljaard, M., Forbes, A. B., & Li, F. (2024) · Statistical Methods in Medical Research · doi:10.1177/09622802241248382 · Cited by 19
Kjeken, I., Berdal, G., Bø, I., Dager, T. N., Dingsør, A., Hagfors, J., Hamnes, B., Eppeland, S. G., Fjerstad, E., Mowinckel, P., et al. (2014) · BMC Musculoskeletal Disorders · doi:10.1186/1471-2474-15-153 · Cited by 17
Boruch, R. F., Weisburd, D. L., & Berk, R. A. (2009) · Springer eBooks · doi:10.1007/978-0-387-77650-7_23 · Cited by 17
Østerås, N., van Bodegom‐Vos, L., Dziedzic, K., Moseng, T., Aas, E., Andreassen, Ø., Mdala, I., Natvig, B., Røtterud, J. H., Schjervheim, U.-B., et al. (2015) · Implementation Science · doi:10.1186/s13012-015-0353-7 · Cited by 17
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Edelman, E. J., Dziura, J., Esserman, D. A., Porter, E., Becker, W. C., Chan, P. A., Cornman, D. H., Rebick, G. W., Yager, J. E., Morford, K. L., et al. (2020) · Contemporary Clinical Trials · doi:10.1016/j.cct.2020.106156 · Cited by 17
Holdsworth, L. M., Gage, H., Coulton, S., King, A., & Butler, C. (2015) · Palliative Medicine · doi:10.1177/0269216315582124 · Cited by 17
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Suglo, J. N., Winkley, K., & Sturt, J. A. (2024) · PLoS ONE · doi:10.1371/journal.pone.0302385 · Cited by 21
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Due, T. D., Thorsen, T., Kousgaard, M. B., Siersma, V., & Waldorff, F. B. (2014) · BMC Family Practice · doi:10.1186/1471-2296-15-65 · Cited by 16
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Hunter, S. B., Ober, A. J., Paddock, S. M., Hunt, P., & Levan, D. (2014) · Addiction Science & Clinical Practice · doi:10.1186/1940-0640-9-4 · Cited by 16
Lynch, C. S., Wajnberg, A., Jervis, R., Lipani, M. B., Bernstein, S., Colgan, C., Soriano, T. A., Federman, A. D., & Kripalani, S. B. (2016) · Journal of General Internal Medicine · doi:10.1007/s11606-016-3598-1 · Cited by 16
On behalf of the Thistle group, Lenguerrand, E., Winter, C., Innes, K., MacLennan, G., Siassakos, D. M., Lynch, P., Cameron, A., Crofts, J. F., McDonald, A. M., et al. (2017) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-017-1455-9 · Cited by 16
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Binik, A. (2019) · Journal of Medical Ethics · doi:10.1136/medethics-2018-105138 · Cited by 16
Datar, A., Shier, V., Braboy, A., Jimenez-Ortiz, M., Hernández, A., King, S. E., & Liu, Y. (2021) · Contemporary Clinical Trials Communications · doi:10.1016/j.conctc.2021.100879 · Cited by 17
Twisk, J. W. R., Hoogendijk, E. O., Zwijsen, S. A., & de Boer, M. R. (2015) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2015.11.004 · Cited by 16
Unni, R. R., Lee, S. F., Thabane, L., Connolly, S. J., & Spall, H. G. C. V. (2019) · American Heart Journal · doi:10.1016/j.ahj.2019.08.017 · Cited by 16
Bayley, K., Parkinson, S., Jacoby, P. A., CROSS, D. S., Morris, S., Vorster, N., Schofield, C., Kava, M. P., Siafarikas, A., Evans, K., et al. (2020) · Journal of Paediatrics and Child Health · doi:10.1111/jpc.14963 · Cited by 16
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Pronovost, P. J., Sexton, J. B., Pham, J. C., Goeschel, C. A., Winters, B. D., & Miller, M. R. (2009) · Clinics in Chest Medicine · doi:10.1016/j.ccm.2008.09.004 · Cited by 16
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Page, K., Stein, E. S., Carrico, A. W., Evans, J. L., Sokunny, M., Ean, N., Song, N., Sophal, C., McCulloch, C. E., & Maher, L. (2016) · BMJ Open · doi:10.1136/bmjopen-2015-010854 · Cited by 15
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Ettema, R. G. A., Schuurmans, M. J., Schutijser, B. C. F. M., van Baar, M. N. A., Kamphof, N., & Kalkman, C. J. (2014) · European Journal of Cardiovascular Nursing · doi:10.1177/1474515114535511 · Cited by 15
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Dupuis, M., Kuczewski, E., Villeneuve, L., Bin-Dorel, S., Haïne, M., Falandry, C., Gilbert, T., Passot, G., Gléhen, O., & Bonnefoy, M. (2017) · BMC Geriatrics · doi:10.1186/s12877-016-0402-3 · Cited by 14
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Truby, H., Edwards, B. A., O’Driscoll, D. M., Young, A. C., Ghazi, L., Bristow, C., Roem, K., Bonham, M. P., Murgia, C., Day, K., et al. (2018) · Nutrition & Dietetics · doi:10.1111/1747-0080.12435 · Cited by 14
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Sibley, K. M., Bentley, D. C., Salbach, N. M., Gardner, P., McGlynn, M., O’Hoski, S., Shaffer, J., Shing, P., McEwen, S. E., Beauchamp, M. K., et al. (2018) · BMC Health Services Research · doi:10.1186/s12913-018-3533-8 · Cited by 13
Kristunas, C., Hemming, K., Eborall, H., Eldridge, S. M., & Gray, L. J. (2019) · BMC Medical Research Methodology · doi:10.1186/s12874-019-0658-3 · Cited by 16
Federico, C. A., Heagerty, P. J., Lantos, J., O'Rourke, P., Rahimzadeh, V., Sugarman, J., Weinfurt, K., Wendler, D., Wilfond, B. S., & Magnus, D. (2022) · Contemporary Clinical Trials · doi:10.1016/j.cct.2022.106703 · Cited by 11
Catts, S. V., O’Toole, B. I., Neil, A. L., Harris, M., Frost, A. D. J., Eadie, K., Evans, R. W., Crissman, B., McClay, J., & Shorey, T. (2013) · Australasian Psychiatry · doi:10.1177/1039856213480532 · Cited by 12
Bakker, T., Klopotowska, J. E., Eslami, S., de Lange, D. W., van Marum, R. J., van der Sijs, H., de Jonge, E., Dongelmans, D. A., de Keizer, N. F., & Abu–Hanna, A. (2019) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-019-0888-7 · Cited by 14
Marsch, L. A., Gómez–Restrepo, C., Bartels, S. M., Bell, K. R., Martínez‐Camblor, P., Castro, S., Charry, M. P. C., Cepeda, M., Cubillos, L., John, D. T., et al. (2021) · Psychiatric Services · doi:10.1176/appi.ps.202000041 · Cited by 13
Dylla, L., Douin, D. J., Anderson, E. L., Rice, J. D., Jackson, C. L., Bebarta, V. S., Lindsell, C. J., Cheng, A., Schauer, S. G., & Ginde, A. A. (2021) · Trials · doi:10.1186/s13063-021-05688-6 · Cited by 12
Mariathas, H. H., Hurley, O., Anaraki, N. R., Young, C., Patey, C., Norman, P., Aubrey‐Bassler, K., Wang, P., Gadag, V. G., Nguyen, H. V., et al. (2021) · JMIR Research Protocols · doi:10.2196/30454 · Cited by 13
Thibaud, V., Billy, C., Prud’homm, J., Garin, J., Hue, B., Cattenoz, C., Somme, D., & Corvol, A. (2022) · Cancers · doi:10.3390/cancers14071642 · Cited by 12
Olaya, B., Feltz-Cornelis, C. M. V. D., Roijen, L. H., Merecz‐Kot, D., Sinokki, M., Naumanen, P., Shepherd, J., van Krugten, F. C. W., de Mul, M., Staszewska, K., et al. (2022) · Digital Health · doi:10.1177/20552076221131145 · Cited by 13
Brady, M., Stott, D. J., Weir, C. J., Chalmers, C., Sweeney, P. M., Donaldson, C., Barr, J., Barr, M., Pollock, A., McGowan, S., et al. (2015) · International Journal of Stroke · doi:10.1111/ijs.12530 · Cited by 12
Leysen, B., den Eynden, B. V., Gielen, B., Bastiaens, H., & Wens, J. (2015) · BMC Palliative Care · doi:10.1186/s12904-015-0043-x · Cited by 12
Harding, K. E., Watts, J. J., Karimi, L., O’Reilly, M., Kent, B., Kotis, M., Leggat, S. G., Kearney, J., & Taylor, N. F. (2016) · BMC Health Services Research · doi:10.1186/s12913-016-1611-3 · Cited by 12
Chevalier, G., Patel, S., Weiss, L., Chopra, D., & Mills, P. J. (2018) · EXPLORE · doi:10.1016/j.explore.2018.10.001 · Cited by 13
A Simulation Study of Statistical Approaches to Data Analysis in the Stepped Wedge Design
Ren, Y., Hughes, J. P., & Heagerty, P. J. (2019) · Statistics in Biosciences · doi:10.1007/s12561-019-09259-x · Cited by 15
Thonon, F., Fahmi, S., Rousset‐Torrente, O., Bessonneau, P., Griffith, J. W., Brown, C., Chassany, O., & Duracinský, M. (2020) · JMIR Research Protocols · doi:10.2196/22239 · Cited by 13
Self-citationFatemi, Y., & Jacobson, R. M. (2015) · Academic Pediatrics · doi:10.1016/j.acap.2014.10.008 · Cited by 12
Rink, E., Stotz, S. A., Johnson-Jennings, M., Huyser, K., Collins, K., Manson, S. M., Berkowitz, S. A., Hebert, L., Byker Shanks, C., Begay, K., et al. (2024) · Prevention Science · doi:10.1007/s11121-024-01668-9 · Cited by 12
McMillan, L. J., McCarthy, M. C., Muscara, F., Anderson, V. A., Walser, R. D., O’Neill, J., Dimovski, A., Rayner, M., Nicholson, J. M., Hearps, S. J. C., et al. (2022) · Journal of Family Studies · doi:10.1080/13229400.2020.1822198 · Cited by 11
Optimal Experimental Design for Staggered Rollouts
Xiong, R., Athey, S. C., Bayati, M., & Imbens, G. W. (2023) · Management Science · doi:10.1287/mnsc.2023.4928 · Cited by 12
Campbell, M., & YARANDI, H. N. (2023) · Journal of Palliative Medicine · doi:10.1089/jpm.2023.0128 · Cited by 11
Rollout trial designs in implementation research are often necessary and sometimes preferred
Simon, G. E., Garner, B. R., Smith, J. D., Wyman, P. A., Matson, T. E., Chin-Purcell, L., Cero, I., Vermeer, W., Johnson, K., Prado, G. J., et al. (2025) · Implementation Science · doi:10.1186/s13012-025-01422-x · Cited by 11
Self-citationSkovlund, S. E., Nicolucci, A., Balk-Møller, N. C., Berthelsen, D. B., Glümer, C., Perrild, H., KJÆR, P. H., Nørgaard, L. M., Troelsen, L. H., Pietraszek, A., et al. (2021) · JMIR Research Protocols · doi:10.2196/28391 · Cited by 12
Young, K. H., Liburd, L. C., & Penman‐Aguilar, A. (2021) · Pedagogy in Health Promotion · doi:10.1177/23733799211047522 · Cited by 11
What is the role of randomised trials in implementation science?
Foy, R., Ivers, N. M., Grimshaw, J., & Wilson, P. M. (2023) · Trials · doi:10.1186/s13063-023-07578-5 · Cited by 14
Metadata
- Authors
- Brown, C. A., & Lilford, R. J.
- Affiliations
- University of Birmingham (GB)
- Corresponding author
- Brown, Celia A
- Venue
- BMC Medical Research Methodology
- Published
- 2006-11-08
- Volume
- 6
- Issue
- 1
- Pages
- 54-54
- ISSN
- 1471-2288 (ISSN-L)
- OpenAlex
- W2101754128
- Cited by
- 907
- References
- 30
- Citations by year
- 2026: 24 · 2025: 34 · 2024: 35 · 2023: 44 · 2022: 45 · 2021: 70 · 2020: 70 · 2019: 65 · 2018: 57 · 2017: 62 · 2016: 78 · 2015: 83 · 2014: 73 · 2013: 57 · 2012: 34
- FWCI
- 1.21
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- BMC Medical Research Methodology (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- University of Birmingham Research Portal (University of Birmingham) (submittedVersion, cc-by)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Physical Sciences › Mathematics › Statistics and Probability › Advanced Causal Inference Techniques
- Keywords
- stepped wedge design, HIV interventions, developing countries, randomization methods, sample size determination, data analysis methods, reporting quality
- MeSH terms
- Clinical Protocols, Data Interpretation, Statistical, Developing Countries, Humans, Research Design, Randomized Controlled Trials as Topic
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